[2025-09-24 15:26:28,087] [SEDG] [INFO] 
[2025-09-24 15:26:28,087] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 15:28:01,154] [SEDG] [INFO] Epoch:0 || Train Acc@1  58.59 ( 57.88), Train Cla Loss 6.6238e+01 (6.6961e+01)
[2025-09-24 15:28:04,501] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [46.20253372192383, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.8131583167027824, 0.6921806188372822, 1.1384663642207278, 0.7647464181642113, 0.6203508257865906, 1.1406711865656125, 0.8417753303575816, 0.6840179681777954] || Best Acc@1:43.565
[2025-09-24 15:28:04,501] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [6.832298278808594, 48.427669525146484, 56.875, 8.07453441619873, 57.96178436279297, 73.17073059082031], Test Loss [1.1000353651387351, 0.7777546490513304, 0.7148484706878662, 1.094648856553972, 0.7175463062183113, 0.5980887519634837]
[2025-09-24 15:28:04,705] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 15:29:31,481] [SEDG] [INFO] Epoch:1 || Train Acc@1  62.66 ( 61.01), Train Cla Loss 6.3202e+01 (6.5180e+01)
[2025-09-24 15:29:33,924] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 44.02515411376953, 61.25], Val Loss  [0.8061952945552294, 0.6873452260896757, 1.140954523146907, 0.7832013124939781, 0.6134129762649536, 1.1123626691214046, 0.8401365250161609, 0.6971761822700501] || Best Acc@1:43.565
[2025-09-24 15:29:33,925] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.107320019177028, 0.7712840220463351, 0.7357709527015686, 1.1118362068389513, 0.7111566655195443, 0.585437769812297]
[2025-09-24 15:29:34,476] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 15:31:01,465] [SEDG] [INFO] Epoch:2 || Train Acc@1  65.31 ( 63.15), Train Cla Loss 6.2171e+01 (6.3103e+01)
[2025-09-24 15:31:03,511] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.8680762052536011, 0.6924919981461066, 1.2041277855257444, 0.7779104735866282, 0.6140083789825439, 1.1970294225289955, 0.8498944505205694, 0.675881314277649] || Best Acc@1:43.565
[2025-09-24 15:31:03,512] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.16268677667061, 0.804569127424708, 0.7439805150032044, 1.17850872485534, 0.7223788313804917, 0.6020899555547451]
[2025-09-24 15:31:03,906] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 15:32:27,099] [SEDG] [INFO] Epoch:3 || Train Acc@1  65.00 ( 64.40), Train Cla Loss 6.0097e+01 (6.1547e+01)
[2025-09-24 15:32:29,522] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.861637169047247, 0.6960969242182645, 1.2440428824364385, 0.8065955260264799, 0.6176447987556457, 1.2027352182021052, 0.8866279687521592, 0.6957590222358704] || Best Acc@1:43.565
[2025-09-24 15:32:29,523] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.2285666524993708, 0.8070565709527934, 0.7329908728599548, 1.2295933273268043, 0.7450830746608176, 0.5800741702560487]
[2025-09-24 15:32:29,907] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 15:33:59,124] [SEDG] [INFO] Epoch:4 || Train Acc@1  65.31 ( 64.67), Train Cla Loss 5.9883e+01 (6.0585e+01)
[2025-09-24 15:34:01,595] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.868786645840995, 0.6903089834498121, 1.2832643563234354, 0.8078326313000805, 0.6075157880783081, 1.2391305947155686, 0.8722721960559581, 0.7014467716217041] || Best Acc@1:43.565
[2025-09-24 15:34:01,596] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.2498593537703804, 0.827071007317717, 0.7480433940887451, 1.2480363638504692, 0.7359113609714872, 0.5780117213726044]
[2025-09-24 15:34:02,060] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 15:35:29,566] [SEDG] [INFO] Epoch:5 || Train Acc@1  65.62 ( 65.35), Train Cla Loss 5.8581e+01 (5.9485e+01)
[2025-09-24 15:35:32,024] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.8701345920562744, 0.7082710900864044, 1.2874206832692594, 0.8174420846333293, 0.6084250926971435, 1.2728953635470468, 0.8994673363067819, 0.7045259833335876] || Best Acc@1:43.565
[2025-09-24 15:35:32,024] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.278460227184414, 0.847604809317199, 0.7495766520500183, 1.2572947422169751, 0.7597000109162301, 0.5733534475652183]
[2025-09-24 15:35:32,409] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 15:37:00,695] [SEDG] [INFO] Epoch:6 || Train Acc@1  64.22 ( 65.91), Train Cla Loss 5.8646e+01 (5.8659e+01)
[2025-09-24 15:37:03,606] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.8955329241631906, 0.7055531902746721, 1.349515702151045, 0.816809317975674, 0.6158916473388671, 1.3231855860408048, 0.9165476151982194, 0.7079142212867737] || Best Acc@1:43.565
[2025-09-24 15:37:03,608] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.327586537192327, 0.8529999840934321, 0.766279673576355, 1.3249011691312613, 0.7408803234434431, 0.5761318022642679]
[2025-09-24 15:37:04,756] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 15:38:30,533] [SEDG] [INFO] Epoch:7 || Train Acc@1  66.09 ( 66.37), Train Cla Loss 5.7908e+01 (5.7893e+01)
[2025-09-24 15:38:33,101] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.9232656616198865, 0.7235015003712146, 1.3931318053716346, 0.8352206225665111, 0.6168802499771118, 1.3588034232951098, 0.938712718351832, 0.723624300956726] || Best Acc@1:43.565
[2025-09-24 15:38:33,103] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.3665732619184885, 0.8716760510168735, 0.7665143013000488, 1.3568088411359314, 0.7621135700280499, 0.5919751990132216]
[2025-09-24 15:38:33,713] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 15:40:01,501] [SEDG] [INFO] Epoch:8 || Train Acc@1  68.59 ( 67.20), Train Cla Loss 5.5514e+01 (5.6720e+01)
[2025-09-24 15:40:04,581] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.9299406001839456, 0.7247265182532273, 1.4132477995715564, 0.8511828427794594, 0.6281121969223022, 1.3893417490195044, 0.9533068590194175, 0.7369519710540772] || Best Acc@1:43.565
[2025-09-24 15:40:04,581] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.3991136624946356, 0.8923273836291811, 0.777654504776001, 1.3964872004822915, 0.7597094702113206, 0.5864976399797734]
[2025-09-24 15:40:04,945] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 15:41:32,760] [SEDG] [INFO] Epoch:9 || Train Acc@1  66.88 ( 68.66), Train Cla Loss 5.5331e+01 (5.5537e+01)
[2025-09-24 15:41:35,370] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.9663518274886699, 0.7486340651264438, 1.491311378116849, 0.8751988800816566, 0.6318585395812988, 1.476135692241029, 0.9683109128250266, 0.7551019549369812] || Best Acc@1:43.565
[2025-09-24 15:41:35,372] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.4855194336138897, 0.9084465436215671, 0.8068818688392639, 1.4751485630592205, 0.7924491774504352, 0.5950347965325766]
[2025-09-24 15:41:35,939] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 15:43:03,956] [SEDG] [INFO] Epoch:10 || Train Acc@1  73.91 ( 70.44), Train Cla Loss 5.3698e+01 (5.4504e+01)
[2025-09-24 15:43:06,432] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.995577954038789, 0.7732066527589575, 1.580103234399723, 0.8975728570290331, 0.6423807978630066, 1.554372567567766, 1.007191371992699, 0.7713411271572113] || Best Acc@1:43.565
[2025-09-24 15:43:06,433] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.5664386445691127, 0.9426834493313195, 0.8268174648284912, 1.5580071588480695, 0.8121824830201021, 0.6002859167936372]
[2025-09-24 15:43:06,808] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 15:44:33,211] [SEDG] [INFO] Epoch:11 || Train Acc@1  68.91 ( 72.62), Train Cla Loss 5.3568e+01 (5.3595e+01)
[2025-09-24 15:44:35,697] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.0108059976674333, 0.7724335371673882, 1.6000220156923126, 0.9038125445257943, 0.6536527633666992, 1.5886679732281228, 1.0253619405458558, 0.7771491169929504] || Best Acc@1:43.565
[2025-09-24 15:44:35,726] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.6056929471329873, 0.9616151954392967, 0.8366981863975524, 1.577092469108771, 0.8136615149534432, 0.5938937322395604]
[2025-09-24 15:44:36,247] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 15:46:02,810] [SEDG] [INFO] Epoch:12 || Train Acc@1  76.25 ( 74.01), Train Cla Loss 5.2560e+01 (5.2824e+01)
[2025-09-24 15:46:05,569] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.035550304605991, 0.7847708177256894, 1.6609883957271334, 0.9390865849249018, 0.6653829455375672, 1.64537050857307, 1.055664158092355, 0.7943986058235168] || Best Acc@1:43.565
[2025-09-24 15:46:05,597] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.632715838296073, 0.9863825076780979, 0.8526947140693665, 1.642790962727914, 0.8256751549471716, 0.6120536656883674]
[2025-09-24 15:46:06,182] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 15:47:32,659] [SEDG] [INFO] Epoch:13 || Train Acc@1  79.38 ( 75.55), Train Cla Loss 5.1630e+01 (5.2131e+01)
[2025-09-24 15:47:35,747] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.0572961500928373, 0.8027238226556158, 1.7146242132669762, 0.9412923871346239, 0.6602539181709289, 1.6939513972086937, 1.0735753797135263, 0.8036877155303955] || Best Acc@1:43.565
[2025-09-24 15:47:35,747] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.6929004170139383, 0.9932805764600166, 0.8716881275177002, 1.6849612449266895, 0.845764043224845, 0.6118743506873526]
[2025-09-24 15:47:36,216] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 15:49:02,657] [SEDG] [INFO] Epoch:14 || Train Acc@1  80.16 ( 78.28), Train Cla Loss 5.1173e+01 (5.1321e+01)
[2025-09-24 15:49:05,146] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.0812573357473445, 0.8159904805096713, 1.7522185271299338, 0.9631680853711734, 0.6750901818275452, 1.7302396963842166, 1.1050538926754359, 0.8215351581573487] || Best Acc@1:43.565
[2025-09-24 15:49:05,146] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.7536537476948328, 1.0363242273810525, 0.8973623633384704, 1.7328411866419065, 0.8764821951556357, 0.626197616259257]
[2025-09-24 15:49:05,544] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 15:50:30,056] [SEDG] [INFO] Epoch:15 || Train Acc@1  81.88 ( 79.88), Train Cla Loss 5.0411e+01 (5.0708e+01)
[2025-09-24 15:50:32,446] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.0877002236209339, 0.8230717352458409, 1.7971691708021527, 0.977936105908088, 0.6832239031791687, 1.768128724572081, 1.1138565345380291, 0.8335043430328369] || Best Acc@1:43.565
[2025-09-24 15:50:32,446] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.7899708555351874, 1.0468649466832478, 0.9090149283409119, 1.7664988203818754, 0.8790581104861703, 0.6245689663460584]
[2025-09-24 15:50:32,840] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 15:51:58,265] [SEDG] [INFO] Epoch:16 || Train Acc@1  81.09 ( 81.60), Train Cla Loss 4.9779e+01 (5.0117e+01)
[2025-09-24 15:52:00,736] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.1193797060205966, 0.8460384197049327, 1.859661137001424, 1.001214161234082, 0.6916396141052246, 1.8309065288638475, 1.1567987383536573, 0.853123688697815] || Best Acc@1:43.565
[2025-09-24 15:52:00,737] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.8460448121432191, 1.0722284279529404, 0.9298213005065918, 1.8340700057722767, 0.9133280155005729, 0.6458794193539193]
[2025-09-24 15:52:01,105] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 15:53:27,757] [SEDG] [INFO] Epoch:17 || Train Acc@1  83.12 ( 83.65), Train Cla Loss 4.9716e+01 (4.9452e+01)
[2025-09-24 15:53:29,889] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.1698120047774496, 0.860802715474909, 1.9243020724646653, 1.0380510819033257, 0.7164965152740479, 1.9018977443623988, 1.1974509782011404, 0.8714580774307251] || Best Acc@1:43.565
[2025-09-24 15:53:29,889] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.9147717834259412, 1.1179131771783408, 0.9666743040084839, 1.891857317515782, 0.9321502860943982, 0.6475640641964548]
[2025-09-24 15:53:30,265] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 15:54:56,199] [SEDG] [INFO] Epoch:18 || Train Acc@1  84.22 ( 85.16), Train Cla Loss 4.8972e+01 (4.8823e+01)
[2025-09-24 15:54:58,634] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.1892191035838067, 0.877457436029013, 1.9697081544731236, 1.0473997390495156, 0.7188099145889282, 1.9399362321225753, 1.2134634196383398, 0.8892160296440125] || Best Acc@1:43.565
[2025-09-24 15:54:58,640] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.9682917520866632, 1.1321419537442285, 0.9809852957725524, 1.9497293590203575, 0.953293837559451, 0.660409644367249]
[2025-09-24 15:54:59,016] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 15:56:26,967] [SEDG] [INFO] Epoch:19 || Train Acc@1  87.34 ( 86.14), Train Cla Loss 4.6835e+01 (4.8196e+01)
[2025-09-24 15:56:29,777] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.1891046219234225, 0.8909790113374785, 2.008095261416858, 1.062637061817841, 0.728390371799469, 1.9697185103660044, 1.2287442459250397, 0.900678813457489] || Best Acc@1:43.565
[2025-09-24 15:56:29,784] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [1.992306953631573, 1.1432846042345155, 0.9827949404716492, 1.9693956463973714, 0.952162094556602, 0.6575525456327733]
[2025-09-24 15:56:30,194] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 15:57:55,832] [SEDG] [INFO] Epoch:20 || Train Acc@1  89.84 ( 87.45), Train Cla Loss 4.6541e+01 (4.7689e+01)
[2025-09-24 15:57:57,849] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.2332672650301004, 0.9191236526935131, 2.0625004949448984, 1.0876677156244434, 0.732105302810669, 2.029667644026857, 1.2927592632905491, 0.9193475008010864] || Best Acc@1:43.565
[2025-09-24 15:57:57,866] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.0722733728633904, 1.1448476749396175, 1.006448781490326, 2.0420271061962434, 0.9798010230823687, 0.6752916274031973]
[2025-09-24 15:57:58,292] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 15:59:24,531] [SEDG] [INFO] Epoch:21 || Train Acc@1  89.69 ( 88.49), Train Cla Loss 4.6887e+01 (4.7011e+01)
[2025-09-24 15:59:27,701] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.2528224851511702, 0.9289769592223229, 2.1192976553228835, 1.1164709854425874, 0.7490069627761841, 2.0885713529882963, 1.295802537750148, 0.9404896020889282] || Best Acc@1:43.565
[2025-09-24 15:59:27,715] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.117258306847226, 1.1945246742956293, 1.0297682285308838, 2.0917255582276337, 1.0085782275837698, 0.684695961029549]
[2025-09-24 15:59:28,109] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 16:00:59,387] [SEDG] [INFO] Epoch:22 || Train Acc@1  90.62 ( 89.05), Train Cla Loss 4.5989e+01 (4.6516e+01)
[2025-09-24 16:01:02,534] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.280943487263933, 0.9433733805433496, 2.15726735622068, 1.1297882510431159, 0.7598883748054505, 2.127155443341095, 1.313789280705482, 0.9494498372077942] || Best Acc@1:43.565
[2025-09-24 16:01:02,535] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.1548818253582307, 1.2012550238543336, 1.0415989756584167, 2.1343084936556607, 1.0041134311894702, 0.6939686851772836]
[2025-09-24 16:01:03,158] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 16:02:34,540] [SEDG] [INFO] Epoch:23 || Train Acc@1  89.06 ( 89.61), Train Cla Loss 4.6019e+01 (4.5992e+01)
[2025-09-24 16:02:37,603] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.309286138679408, 0.9619993931287295, 2.2074279423001446, 1.154097706266919, 0.7720047354698181, 2.1792058663338607, 1.3450505681007914, 0.9763066291809082] || Best Acc@1:43.565
[2025-09-24 16:02:37,608] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.2043397332200354, 1.2358052513134554, 1.0606302261352538, 2.1812950557803514, 1.0305187322531537, 0.7025703816879086]
[2025-09-24 16:02:38,140] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 16:04:05,103] [SEDG] [INFO] Epoch:24 || Train Acc@1  90.31 ( 89.98), Train Cla Loss 4.5257e+01 (4.5470e+01)
[2025-09-24 16:04:07,607] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.3274774445763118, 0.9767564240988199, 2.259554395192786, 1.1786776571153845, 0.7833308160305024, 2.236462480533197, 1.3762165577906482, 0.9883362531661988] || Best Acc@1:43.565
[2025-09-24 16:04:07,607] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.2644108704158237, 1.2710097825752114, 1.0863037943840026, 2.2413499399741985, 1.0594974133619077, 0.711907527795652]
[2025-09-24 16:04:08,076] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 16:05:38,668] [SEDG] [INFO] Epoch:25 || Train Acc@1  89.38 ( 90.51), Train Cla Loss 4.4649e+01 (4.4910e+01)
[2025-09-24 16:05:41,254] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.3588496054275125, 0.9830576104003114, 2.3092011650906334, 1.199640729142435, 0.7955785036087036, 2.2724943190627958, 1.4085034971717019, 1.0121124863624573] || Best Acc@1:43.565
[2025-09-24 16:05:41,270] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.300103911701937, 1.2826607317294714, 1.1054615020751952, 2.2758548881696616, 1.069219230846235, 0.7216122344257386]
[2025-09-24 16:05:41,642] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 16:07:11,799] [SEDG] [INFO] Epoch:26 || Train Acc@1  91.25 ( 90.95), Train Cla Loss 4.3586e+01 (4.4338e+01)
[2025-09-24 16:07:14,945] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.382772380792642, 1.0098003737338177, 2.3385000077984, 1.22470874906336, 0.8055658578872681, 2.3225679486434654, 1.4332492359029423, 1.0224813222885132] || Best Acc@1:43.565
[2025-09-24 16:07:14,948] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.3518779618399486, 1.3118812722979851, 1.1271532893180847, 2.3246920908459967, 1.089121816264596, 0.7357055569082741]
[2025-09-24 16:07:15,612] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 16:08:47,884] [SEDG] [INFO] Epoch:27 || Train Acc@1  90.00 ( 91.01), Train Cla Loss 4.5097e+01 (4.3940e+01)
[2025-09-24 16:08:51,467] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.4063093405735643, 1.0246055683532318, 2.3989271725280377, 1.2429220181591105, 0.8218208909034729, 2.373293553820308, 1.4516792852173812, 1.0403074264526366] || Best Acc@1:43.565
[2025-09-24 16:08:51,470] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.397464174661577, 1.3402167693623956, 1.146694016456604, 2.37506136636001, 1.1137332741621953, 0.737618924156437]
[2025-09-24 16:08:51,946] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 16:10:21,427] [SEDG] [INFO] Epoch:28 || Train Acc@1  90.00 ( 91.32), Train Cla Loss 4.4454e+01 (4.3426e+01)
[2025-09-24 16:10:24,184] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.4346834255170218, 1.0507063138020503, 2.4586524208889733, 1.2655291729753122, 0.840217649936676, 2.4253859875365076, 1.4946957901588775, 1.0582319974899292] || Best Acc@1:43.565
[2025-09-24 16:10:24,185] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.4600873985645935, 1.3725137725566168, 1.1648857593536377, 2.42251047436495, 1.1292572347981156, 0.7580671080244266]
[2025-09-24 16:10:24,563] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 16:11:56,120] [SEDG] [INFO] Epoch:29 || Train Acc@1  91.56 ( 91.56), Train Cla Loss 4.2481e+01 (4.3021e+01)
[2025-09-24 16:11:59,224] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.4860722988466673, 1.0774826492582048, 2.5358911737611023, 1.314745214000438, 0.8610805630683899, 2.504033470746153, 1.536567527543074, 1.0860230207443238] || Best Acc@1:43.565
[2025-09-24 16:11:59,230] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.5356037113237084, 1.4030751979575966, 1.1966317534446715, 2.5024903220419557, 1.162563658823633, 0.7692170363616168]
[2025-09-24 16:11:59,870] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 16:13:26,963] [SEDG] [INFO] Epoch:30 || Train Acc@1  93.44 ( 91.61), Train Cla Loss 4.1543e+01 (4.2506e+01)
[2025-09-24 16:13:29,896] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.497314436526238, 1.0836109371928426, 2.554357057885279, 1.3142605630106896, 0.8686070084571839, 2.5302400529754827, 1.5567798914399538, 1.0976429462432862] || Best Acc@1:43.565
[2025-09-24 16:13:29,897] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.559763008022901, 1.4138948872404278, 1.2044830322265625, 2.5294152935099157, 1.1670201158827278, 0.780369558470036]
[2025-09-24 16:13:30,374] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 16:14:56,435] [SEDG] [INFO] Epoch:31 || Train Acc@1  92.81 ( 91.58), Train Cla Loss 4.1594e+01 (4.2205e+01)
[2025-09-24 16:14:59,129] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.5351240634918213, 1.1023913792201452, 2.6187418563456477, 1.3436163101556167, 0.8799631536006928, 2.5885184536809507, 1.594661093357974, 1.1115530967712401] || Best Acc@1:43.565
[2025-09-24 16:14:59,129] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.6119909627096995, 1.4447282680175588, 1.2306533336639405, 2.5827035296777763, 1.1902134160327305, 0.7981922427813212]
[2025-09-24 16:14:59,409] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 16:16:28,087] [SEDG] [INFO] Epoch:32 || Train Acc@1  91.09 ( 91.78), Train Cla Loss 4.2933e+01 (4.1719e+01)
[2025-09-24 16:16:30,251] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.560686096360412, 1.1245732245507178, 2.683850342714334, 1.375560201189053, 0.8912382006645203, 2.6385148237951053, 1.6178691807033132, 1.1450936913490295] || Best Acc@1:43.565
[2025-09-24 16:16:30,266] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.68461741571841, 1.481442539197094, 1.258738899230957, 2.6248190417793227, 1.2288985662399583, 0.8107425759478313]
[2025-09-24 16:16:30,767] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 16:17:54,185] [SEDG] [INFO] Epoch:33 || Train Acc@1  92.19 ( 91.87), Train Cla Loss 4.1128e+01 (4.1222e+01)
[2025-09-24 16:17:56,586] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.5698303482200526, 1.1333515396365872, 2.6923660779301124, 1.3852253597487443, 0.8994773387908935, 2.6650586557684477, 1.6271786067470815, 1.1440226674079894] || Best Acc@1:43.565
[2025-09-24 16:17:56,602] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.698327736824936, 1.4919472662907727, 1.265384888648987, 2.6580641802793705, 1.224675806464663, 0.8144386580319909]
[2025-09-24 16:17:56,913] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 16:19:18,792] [SEDG] [INFO] Epoch:34 || Train Acc@1  92.03 ( 91.93), Train Cla Loss 4.0525e+01 (4.0876e+01)
[2025-09-24 16:19:21,122] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.606427105167244, 1.1605744005797745, 2.765929249268544, 1.421297458732653, 0.9149561285972595, 2.7236655543309563, 1.6779921864563565, 1.1776708483695983] || Best Acc@1:43.565
[2025-09-24 16:19:21,123] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.7687044173293973, 1.5167650846565295, 1.2871942043304443, 2.720350343988549, 1.2558806208288593, 0.8290303998846349]
[2025-09-24 16:19:21,412] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 16:20:45,222] [SEDG] [INFO] Epoch:35 || Train Acc@1  91.25 ( 91.88), Train Cla Loss 4.0308e+01 (4.0497e+01)
[2025-09-24 16:20:47,700] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.6390897035598755, 1.1791913942857222, 2.827980301048182, 1.4426674752865198, 0.9371660828590394, 2.783500204915586, 1.7011284663242363, 1.1996684551239014] || Best Acc@1:43.565
[2025-09-24 16:20:47,700] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.8284597929960453, 1.5560990564478268, 1.323754858970642, 2.784730573618634, 1.2832403342435315, 0.8409406581545263]
[2025-09-24 16:20:48,116] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 16:22:12,796] [SEDG] [INFO] Epoch:36 || Train Acc@1  91.25 ( 91.93), Train Cla Loss 3.9408e+01 (4.0098e+01)
[2025-09-24 16:22:15,419] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.6493837939033025, 1.1939462500733216, 2.836373706407185, 1.4591937979812142, 0.9437247753143311, 2.8144542089900617, 1.7165865140890926, 1.205364990234375] || Best Acc@1:43.565
[2025-09-24 16:22:15,419] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.85741681045627, 1.5571026359714053, 1.330628800392151, 2.8105089901396947, 1.2946592922423297, 0.8525220885024807]
[2025-09-24 16:22:15,781] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 16:23:44,738] [SEDG] [INFO] Epoch:37 || Train Acc@1  90.16 ( 91.75), Train Cla Loss 4.0205e+01 (3.9899e+01)
[2025-09-24 16:23:47,299] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.6793803142595896, 1.2102887181492594, 2.9025377140769475, 1.4962856642105296, 0.9610523581504822, 2.870820219402913, 1.7494993382279977, 1.2218212485313416] || Best Acc@1:43.565
[2025-09-24 16:23:47,301] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.902370507672707, 1.6071204359426439, 1.347754144668579, 2.861063043523279, 1.3198516892779404, 0.8673539287675687]
[2025-09-24 16:23:47,934] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 16:25:15,553] [SEDG] [INFO] Epoch:38 || Train Acc@1  92.03 ( 91.97), Train Cla Loss 3.9249e+01 (3.9396e+01)
[2025-09-24 16:25:18,412] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.7230393901655945, 1.2294483231259632, 2.944106174420707, 1.5174805068369932, 0.9724879622459411, 2.9096383426500405, 1.7809803350916449, 1.2421387314796448] || Best Acc@1:43.565
[2025-09-24 16:25:18,417] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.9429491913836934, 1.6288935388409116, 1.371683919429779, 2.9182984073709997, 1.3367969640500985, 0.8730612707331897]
[2025-09-24 16:25:18,820] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 16:26:48,389] [SEDG] [INFO] Epoch:39 || Train Acc@1  91.88 ( 92.13), Train Cla Loss 3.8815e+01 (3.8915e+01)
[2025-09-24 16:26:51,212] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.7374972406821916, 1.2430993798491243, 2.997335835348202, 1.5336830113668862, 0.9751400232315064, 2.950994891409548, 1.8029258206205547, 1.2573301672935486] || Best Acc@1:43.565
[2025-09-24 16:26:51,213] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [2.9937897454137388, 1.6486160920101143, 1.3966421365737915, 2.9523126738412038, 1.3554259584208204, 0.8819225008894758]
[2025-09-24 16:26:51,672] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 16:28:16,958] [SEDG] [INFO] Epoch:40 || Train Acc@1  93.12 ( 92.08), Train Cla Loss 3.7987e+01 (3.8660e+01)
[2025-09-24 16:28:19,438] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.773808266543135, 1.2658926713002192, 3.058413019663171, 1.5560648718719963, 0.9990310788154602, 3.0098465732906177, 1.8307183193710614, 1.280717945098877] || Best Acc@1:43.565
[2025-09-24 16:28:19,438] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.04720401763916, 1.6767782085346725, 1.4199827194213868, 3.0142231061591866, 1.37602785438489, 0.9029067871047229]
[2025-09-24 16:28:19,873] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 16:29:52,189] [SEDG] [INFO] Epoch:41 || Train Acc@1  91.56 ( 92.05), Train Cla Loss 3.8652e+01 (3.8329e+01)
[2025-09-24 16:29:56,051] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.8071061433116091, 1.2846761144600904, 3.0924735039095337, 1.574508619758318, 1.0135488629341125, 3.053231842029169, 1.8614924268902473, 1.295232903957367] || Best Acc@1:43.565
[2025-09-24 16:29:56,052] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.0825970380202583, 1.700792690493026, 1.4330985784530639, 3.0485293065539056, 1.396696783934429, 0.9132009463581613]
[2025-09-24 16:29:56,647] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 16:31:22,719] [SEDG] [INFO] Epoch:42 || Train Acc@1  92.50 ( 92.15), Train Cla Loss 3.6524e+01 (3.7851e+01)
[2025-09-24 16:31:24,447] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.8302409784703315, 1.3068424014302042, 3.1484437381164936, 1.6107826382858947, 1.024805974960327, 3.0912039428023816, 1.9005696151241567, 1.312357771396637] || Best Acc@1:43.565
[2025-09-24 16:31:24,447] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.1327319737546935, 1.7309013087794465, 1.468660569190979, 3.097313704697982, 1.4204520252859516, 0.9222537826716415]
[2025-09-24 16:31:24,826] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 16:32:44,007] [SEDG] [INFO] Epoch:43 || Train Acc@1  92.50 ( 92.23), Train Cla Loss 3.6779e+01 (3.7590e+01)
[2025-09-24 16:32:45,951] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.8592081869704813, 1.3286241292953491, 3.207553380652319, 1.635879933459204, 1.0466899037361146, 3.15305653418073, 1.9297812922195818, 1.3426663517951964] || Best Acc@1:43.565
[2025-09-24 16:32:45,952] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.2117870831341477, 1.7603532893102873, 1.4899145364761353, 3.154125606051143, 1.4400294920441452, 0.9364196769590301]
[2025-09-24 16:32:46,268] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 16:34:13,652] [SEDG] [INFO] Epoch:44 || Train Acc@1  92.19 ( 92.15), Train Cla Loss 3.7514e+01 (3.7256e+01)
[2025-09-24 16:34:16,419] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.8758415557161163, 1.3355505002009405, 3.216987033433552, 1.6564581866534251, 1.0552708745002746, 3.176823176212192, 1.9469358546179045, 1.3525564432144166] || Best Acc@1:43.565
[2025-09-24 16:34:16,419] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.2129355765277556, 1.775551235900735, 1.5005977153778076, 3.1857607112908215, 1.4563011333441278, 0.9393479639921731]
[2025-09-24 16:34:16,843] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 16:35:43,949] [SEDG] [INFO] Epoch:45 || Train Acc@1  92.34 ( 92.11), Train Cla Loss 3.7157e+01 (3.7025e+01)
[2025-09-24 16:35:46,685] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.930000256888474, 1.3814783405947995, 3.3278662403927575, 1.6966719987257473, 1.0788052916526794, 3.276927189797348, 2.00465541665659, 1.3996623039245606] || Best Acc@1:43.565
[2025-09-24 16:35:46,686] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.321975687275762, 1.829855704457505, 1.5407708883285522, 3.2779951450987634, 1.5013770495250727, 0.9740872906475533]
[2025-09-24 16:35:47,024] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 16:37:14,707] [SEDG] [INFO] Epoch:46 || Train Acc@1  93.12 ( 92.26), Train Cla Loss 3.5242e+01 (3.6565e+01)
[2025-09-24 16:37:17,866] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.945942326437069, 1.3854943498388512, 3.3407113552093506, 1.7083903933471103, 1.090213131904602, 3.29622223066247, 2.0120069170897863, 1.4022485494613648] || Best Acc@1:43.565
[2025-09-24 16:37:17,878] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.3377240266859163, 1.8456089916469167, 1.5532916903495788, 3.3007378430099963, 1.5070429265878762, 0.9758181009835344]
[2025-09-24 16:37:18,326] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 16:38:47,088] [SEDG] [INFO] Epoch:47 || Train Acc@1  94.06 ( 92.20), Train Cla Loss 3.4472e+01 (3.6345e+01)
[2025-09-24 16:38:49,647] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [1.9734775446638275, 1.3921025279280428, 3.3879187982293626, 1.7335053067537223, 1.1037070751190186, 3.3486685042055497, 2.0402702123114147, 1.4211560249328614] || Best Acc@1:43.565
[2025-09-24 16:38:49,648] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.393394268817783, 1.8557145108216964, 1.5662256002426147, 3.3216154619773723, 1.529077316545377, 0.9897421113843841]
[2025-09-24 16:38:49,989] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 16:40:18,586] [SEDG] [INFO] Epoch:48 || Train Acc@1  92.19 ( 92.12), Train Cla Loss 3.6105e+01 (3.5979e+01)
[2025-09-24 16:40:21,799] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.0119955343536184, 1.424823412647495, 3.4513251781463623, 1.7688482662416853, 1.1207595467567444, 3.4164424771847934, 2.092469868420055, 1.4391111135482788] || Best Acc@1:43.565
[2025-09-24 16:40:21,799] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.4528904523908723, 1.89354592599209, 1.6052352905273437, 3.4039905574751197, 1.5681054979372935, 1.0055312044252225]
[2025-09-24 16:40:22,274] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 16:41:53,564] [SEDG] [INFO] Epoch:49 || Train Acc@1  91.41 ( 92.15), Train Cla Loss 3.6185e+01 (3.5781e+01)
[2025-09-24 16:41:56,885] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.0328306035150456, 1.438193804257876, 3.499895119968849, 1.7936844915713903, 1.135316836833954, 3.4467360899315116, 2.1093889992192105, 1.460599911212921] || Best Acc@1:43.565
[2025-09-24 16:41:56,893] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.4877466977753255, 1.9195949956306122, 1.6218650817871094, 3.4486500876290456, 1.5755379534071419, 1.0084710974034254]
[2025-09-24 16:41:57,276] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-24 16:43:27,941] [SEDG] [INFO] Epoch:50 || Train Acc@1  89.69 ( 92.16), Train Cla Loss 3.7863e+01 (3.5405e+01)
[2025-09-24 16:43:30,485] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.0568217838866802, 1.4540537007443317, 3.5283579373661476, 1.8027510005723006, 1.1435990691184998, 3.4850368979300215, 2.145726427342157, 1.4819383144378662] || Best Acc@1:43.565
[2025-09-24 16:43:30,485] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.538431480064155, 1.9390502350885164, 1.6350202083587646, 3.492907761046605, 1.5899372358990322, 1.0263070822731266]
[2025-09-24 16:43:31,065] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-24 16:44:57,790] [SEDG] [INFO] Epoch:51 || Train Acc@1  93.12 ( 92.15), Train Cla Loss 3.4834e+01 (3.5120e+01)
[2025-09-24 16:45:00,578] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.0717278205895724, 1.4616473820302394, 3.574966952770571, 1.8288247465337597, 1.1643408298492433, 3.5209819026615308, 2.148688401816026, 1.4964213609695434] || Best Acc@1:43.565
[2025-09-24 16:45:00,578] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.565360618674237, 1.9524678209292814, 1.6551812648773194, 3.513934110262379, 1.5995947517407167, 1.0358192736540384]
[2025-09-24 16:45:01,009] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-24 16:46:30,498] [SEDG] [INFO] Epoch:52 || Train Acc@1  91.09 ( 92.33), Train Cla Loss 3.5156e+01 (3.4691e+01)
[2025-09-24 16:46:33,394] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.113328988039041, 1.5014920404979162, 3.6405725569664678, 1.8697763688909184, 1.169849979877472, 3.585254152369055, 2.187566416068647, 1.5084105610847474] || Best Acc@1:43.565
[2025-09-24 16:46:33,394] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.6379199190909817, 2.006053038363187, 1.687390971183777, 3.595213114104656, 1.6371772038708827, 1.047825485710206]
[2025-09-24 16:46:33,685] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-24 16:48:01,048] [SEDG] [INFO] Epoch:53 || Train Acc@1  93.12 ( 92.42), Train Cla Loss 3.3201e+01 (3.4330e+01)
[2025-09-24 16:48:03,836] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.1442245788212064, 1.5231986045837402, 3.668018938619879, 1.8732204692168806, 1.1878153562545777, 3.6367360508960225, 2.227773533677155, 1.535448956489563] || Best Acc@1:43.565
[2025-09-24 16:48:03,837] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.6744082299818905, 2.0351657942406036, 1.7015363216400146, 3.632840855521445, 1.653135815243812, 1.075807176954378]
[2025-09-24 16:48:04,241] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-24 16:49:34,411] [SEDG] [INFO] Epoch:54 || Train Acc@1  90.16 ( 92.19), Train Cla Loss 3.5665e+01 (3.4283e+01)
[2025-09-24 16:49:37,216] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.1611818995656846, 1.5406019981805381, 3.7473925397365906, 1.9129514889147297, 1.2130820870399475, 3.680012836219361, 2.2562281110751554, 1.5579402685165404] || Best Acc@1:43.565
[2025-09-24 16:49:37,217] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.732662129846419, 2.0527624439143533, 1.7347448110580443, 3.67724609375, 1.6870917560188634, 1.0787913702367766]
[2025-09-24 16:49:37,731] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-24 16:51:07,766] [SEDG] [INFO] Epoch:55 || Train Acc@1  91.72 ( 92.24), Train Cla Loss 3.4753e+01 (3.3938e+01)
[2025-09-24 16:51:09,968] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.1784836189656316, 1.537722527206718, 3.7489411166951627, 1.9093388521446373, 1.213009285926819, 3.7075101899804537, 2.27075028869341, 1.5654441833496093] || Best Acc@1:43.565
[2025-09-24 16:51:09,969] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.7608333270742285, 2.069684315027681, 1.7445669889450073, 3.7159613230213617, 1.686952875677947, 1.0814883960940973]
[2025-09-24 16:51:10,290] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-24 16:52:37,867] [SEDG] [INFO] Epoch:56 || Train Acc@1  92.34 ( 92.16), Train Cla Loss 3.2555e+01 (3.3742e+01)
[2025-09-24 16:52:40,839] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.230290281621716, 1.5763280128503774, 3.8182690807535677, 1.9565879803783488, 1.2394688606262207, 3.7870890694375365, 2.3155538421007074, 1.5943652391433716] || Best Acc@1:43.565
[2025-09-24 16:52:40,839] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.8289596993846367, 2.1117918686296955, 1.7784201622009277, 3.764499214124976, 1.7161172757482832, 1.1065955152356528]
[2025-09-24 16:52:41,267] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-24 16:54:09,657] [SEDG] [INFO] Epoch:57 || Train Acc@1  91.09 ( 92.42), Train Cla Loss 3.4379e+01 (3.3287e+01)
[2025-09-24 16:54:12,886] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.24343432957613, 1.5757875659249045, 3.8628078291687786, 1.9599054227085233, 1.2424379467964173, 3.8076899540350304, 2.3308139064776823, 1.6160675048828126] || Best Acc@1:43.565
[2025-09-24 16:54:12,887] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.870003652868804, 2.1098303539947896, 1.782232141494751, 3.824562324500232, 1.7264006585831855, 1.1154367487605026]
[2025-09-24 16:54:13,193] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-24 16:55:40,167] [SEDG] [INFO] Epoch:58 || Train Acc@1  92.34 ( 92.26), Train Cla Loss 3.3563e+01 (3.3168e+01)
[2025-09-24 16:55:42,751] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.28559689280353, 1.6122700022412586, 3.9277302102197575, 2.006006846637846, 1.2622389316558837, 3.885322289437241, 2.3727321549781464, 1.6339512586593627] || Best Acc@1:43.565
[2025-09-24 16:55:42,760] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.9161334126632408, 2.162730101519411, 1.8014344930648805, 3.864431135402703, 1.7689575640259274, 1.1349017048269752]
[2025-09-24 16:55:43,112] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-24 16:57:12,718] [SEDG] [INFO] Epoch:59 || Train Acc@1  93.75 ( 92.34), Train Cla Loss 3.2638e+01 (3.2804e+01)
[2025-09-24 16:57:15,572] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.296796843975405, 1.625537073457396, 3.9568290167217013, 2.0100373112180696, 1.2719176054000854, 3.920816833188075, 2.3930771935660884, 1.6524654865264892] || Best Acc@1:43.565
[2025-09-24 16:57:15,573] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [3.954574217707474, 2.176197608311971, 1.8281507968902588, 3.9161076753035835, 1.7789014236182923, 1.136123518149058]
[2025-09-24 16:57:15,985] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-24 16:58:43,598] [SEDG] [INFO] Epoch:60 || Train Acc@1  92.66 ( 92.30), Train Cla Loss 3.2906e+01 (3.2630e+01)
[2025-09-24 16:58:46,391] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.32650968394702, 1.6400724479130335, 4.014902320089219, 2.0479817585375324, 1.297448420524597, 3.9536808677341626, 2.422058361881184, 1.6689954280853272] || Best Acc@1:43.565
[2025-09-24 16:58:46,399] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.015658765105727, 2.2041020363381825, 1.8445846319198609, 3.9651478240208595, 1.803872654392461, 1.1553487845552646]
[2025-09-24 16:58:46,782] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-24 17:00:14,576] [SEDG] [INFO] Epoch:61 || Train Acc@1  94.22 ( 92.30), Train Cla Loss 3.0045e+01 (3.2414e+01)
[2025-09-24 17:00:16,073] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.3750434012352666, 1.6742308418472092, 4.075465799886969, 2.07637930516177, 1.3105459094047547, 4.013978735231419, 2.4674346446990967, 1.6883418798446654] || Best Acc@1:43.565
[2025-09-24 17:00:16,073] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.071953856426736, 2.2378024949967488, 1.8788465023040772, 4.022487915820957, 1.842961953703765, 1.1775650023444881]
[2025-09-24 17:00:16,406] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-24 17:01:42,995] [SEDG] [INFO] Epoch:62 || Train Acc@1  90.16 ( 92.15), Train Cla Loss 3.4232e+01 (3.2297e+01)
[2025-09-24 17:01:45,757] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.38662851762168, 1.6913422175816126, 4.1130086500433425, 2.100140777024083, 1.3286219358444213, 4.049716774721324, 2.483750362816097, 1.7204105615615846] || Best Acc@1:43.565
[2025-09-24 17:01:45,760] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.1176164490836005, 2.276750945445127, 1.9071209192276002, 4.0584847349557815, 1.8525321195080022, 1.1971769972545345]
[2025-09-24 17:01:46,124] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-24 17:03:04,233] [SEDG] [INFO] Epoch:63 || Train Acc@1  92.81 ( 92.42), Train Cla Loss 3.1867e+01 (3.1825e+01)
[2025-09-24 17:03:05,836] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.4237339345714712, 1.7140577954131286, 4.166367591181888, 2.1342796424649797, 1.3459457993507384, 4.114970073936889, 2.537635182434658, 1.7297017335891725] || Best Acc@1:43.565
[2025-09-24 17:03:05,836] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.165606954823369, 2.290344791592292, 1.924405288696289, 4.123971246044088, 1.8818718354413464, 1.202627013853895]
[2025-09-24 17:03:06,237] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-24 17:04:24,330] [SEDG] [INFO] Epoch:64 || Train Acc@1  94.69 ( 92.15), Train Cla Loss 2.8278e+01 (3.1840e+01)
[2025-09-24 17:04:25,680] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.429315417627745, 1.7153276932703985, 4.179701098912878, 2.1445224420079647, 1.349450421333313, 4.150478445965311, 2.522885595477602, 1.7377953767776488] || Best Acc@1:43.565
[2025-09-24 17:04:25,680] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.18708634031763, 2.3060313740616323, 1.9325059413909913, 4.123014627776531, 1.8806502788689485, 1.2028046720396213]
[2025-09-24 17:04:26,005] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-24 17:05:49,729] [SEDG] [INFO] Epoch:65 || Train Acc@1  90.62 ( 92.21), Train Cla Loss 3.3321e+01 (3.1494e+01)
[2025-09-24 17:05:52,072] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.462064715880382, 1.734052292712323, 4.2358985369718525, 2.164964908323948, 1.3642287015914918, 4.188183743020763, 2.5572670720658213, 1.7667011260986327] || Best Acc@1:43.565
[2025-09-24 17:05:52,083] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.237879516175075, 2.344127469092795, 1.9519464731216432, 4.1818744884514665, 1.902208138423361, 1.2216370978006503]
[2025-09-24 17:05:52,469] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-24 17:07:13,058] [SEDG] [INFO] Epoch:66 || Train Acc@1  91.25 ( 92.10), Train Cla Loss 3.2914e+01 (3.1429e+01)
[2025-09-24 17:07:14,998] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.498918005182773, 1.7737184515247097, 4.310160009166863, 2.1955551696273514, 1.3897259712219239, 4.2511069611733, 2.608415572148449, 1.790794348716736] || Best Acc@1:43.565
[2025-09-24 17:07:15,015] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.295052350678059, 2.372559665883862, 2.0060440063476563, 4.258036767473873, 1.9338404570415522, 1.2526501678838962]
[2025-09-24 17:07:15,331] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-24 17:08:35,992] [SEDG] [INFO] Epoch:67 || Train Acc@1  89.84 ( 92.30), Train Cla Loss 3.5053e+01 (3.1002e+01)
[2025-09-24 17:08:38,260] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.5303388788730286, 1.7951881699747854, 4.347199415858788, 2.2242497708062707, 1.4045667409896851, 4.2983518979564215, 2.6447019472062214, 1.8135022163391112] || Best Acc@1:43.565
[2025-09-24 17:08:38,261] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.371342584953545, 2.412590058344715, 2.0120760679244993, 4.29964271983745, 1.958575702776575, 1.2591417126539277]
[2025-09-24 17:08:38,630] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-24 17:10:01,319] [SEDG] [INFO] Epoch:68 || Train Acc@1  92.03 ( 92.18), Train Cla Loss 3.0384e+01 (3.0902e+01)
[2025-09-24 17:10:03,707] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.536013314995585, 1.796452752955548, 4.358359137667885, 2.22733240307502, 1.410433578491211, 4.313227074191854, 2.6496374412152752, 1.8124897003173828] || Best Acc@1:43.565
[2025-09-24 17:10:03,710] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.356146249711884, 2.405270056154743, 2.0076643943786623, 4.310206866412429, 1.9625091211051697, 1.2652294819917136]
[2025-09-24 17:10:04,058] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-24 17:11:25,858] [SEDG] [INFO] Epoch:69 || Train Acc@1  91.72 ( 92.23), Train Cla Loss 3.0179e+01 (3.0646e+01)
[2025-09-24 17:11:28,382] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.574727323990834, 1.8259024496202345, 4.4421287307256385, 2.2686575223814764, 1.4270600080490112, 4.398231411572569, 2.684068541106938, 1.8511919260025025] || Best Acc@1:43.565
[2025-09-24 17:11:28,382] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.446251315359744, 2.4563195150603288, 2.046288013458252, 4.382138341109945, 2.0065800323607816, 1.2809984393236113]
[2025-09-24 17:11:28,701] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-24 17:12:52,054] [SEDG] [INFO] Epoch:70 || Train Acc@1  94.06 ( 92.35), Train Cla Loss 2.7778e+01 (3.0241e+01)
[2025-09-24 17:12:53,731] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.5991989117634446, 1.841308525630406, 4.483463565005532, 2.280306303276206, 1.4441060066223144, 4.431648132963951, 2.7198947255716384, 1.8674066305160522] || Best Acc@1:43.565
[2025-09-24 17:12:53,731] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.497936281358233, 2.4622288215085395, 2.0624856472015383, 4.421980102610144, 2.0194335955723077, 1.2907483277282095]
[2025-09-24 17:12:54,203] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-24 17:14:19,224] [SEDG] [INFO] Epoch:71 || Train Acc@1  92.19 ( 92.11), Train Cla Loss 3.0586e+01 (3.0445e+01)
[2025-09-24 17:14:22,029] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.604855953892575, 1.856868483803489, 4.535400450984134, 2.3026858095852836, 1.4567222833633422, 4.471218200944225, 2.7405348348917453, 1.8900776505470276] || Best Acc@1:43.565
[2025-09-24 17:14:22,029] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.522535803895559, 2.4944374516325176, 2.09690375328064, 4.471752223020755, 2.036776150108143, 1.3084889495275853]
[2025-09-24 17:14:22,385] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-24 17:15:49,823] [SEDG] [INFO] Epoch:72 || Train Acc@1  93.28 ( 92.23), Train Cla Loss 2.8547e+01 (3.0085e+01)
[2025-09-24 17:15:51,233] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.638435864750343, 1.8766840216401335, 4.5609209265890005, 2.3301811893031283, 1.4703545570373535, 4.50338166899204, 2.7645602781067855, 1.8941388607025147] || Best Acc@1:43.565
[2025-09-24 17:15:51,233] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.563190036678907, 2.515324908982283, 2.0990161895751953, 4.514451062457161, 2.0509570275142694, 1.311106279613526]
[2025-09-24 17:15:51,622] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-24 17:17:19,056] [SEDG] [INFO] Epoch:73 || Train Acc@1  92.97 ( 92.28), Train Cla Loss 2.9513e+01 (2.9782e+01)
[2025-09-24 17:17:22,196] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.6718841715704036, 1.8955103391176695, 4.626938330976269, 2.3352496009202874, 1.476131272315979, 4.563970171886941, 2.7834805107716494, 1.922683835029602] || Best Acc@1:43.565
[2025-09-24 17:17:22,211] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.623753775721011, 2.5205414625083877, 2.1344382762908936, 4.567474024636405, 2.064066312874958, 1.3431389893942731]
[2025-09-24 17:17:22,664] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-24 17:18:50,559] [SEDG] [INFO] Epoch:74 || Train Acc@1  90.78 ( 92.27), Train Cla Loss 3.1573e+01 (2.9610e+01)
[2025-09-24 17:18:53,434] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.6773429761959027, 1.8956521455343667, 4.641380424740948, 2.3616611297775365, 1.490182113647461, 4.592805424091979, 2.8043834773249596, 1.9289778232574464] || Best Acc@1:43.565
[2025-09-24 17:18:53,435] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.649609684203723, 2.544716067284158, 2.1502731084823608, 4.578089299409286, 2.0666138275413757, 1.3254386971636516]
[2025-09-24 17:18:53,882] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-24 17:20:20,957] [SEDG] [INFO] Epoch:75 || Train Acc@1  92.50 ( 92.26), Train Cla Loss 2.8611e+01 (2.9444e+01)
[2025-09-24 17:20:24,028] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.72282692752307, 1.9303403101958239, 4.712062443358989, 2.403253915174952, 1.512217217683792, 4.637777230754402, 2.8524204185173945, 1.9570287704467773] || Best Acc@1:43.565
[2025-09-24 17:20:24,029] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.705222908754527, 2.5964104484462136, 2.172465133666992, 4.649394941626128, 2.1120263421611423, 1.3522119841924527]
[2025-09-24 17:20:24,503] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-24 17:21:56,716] [SEDG] [INFO] Epoch:76 || Train Acc@1  93.12 ( 92.27), Train Cla Loss 2.8675e+01 (2.9313e+01)
[2025-09-24 17:21:58,550] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.74639044532293, 1.941156825461945, 4.746074700657325, 2.4214214798789353, 1.5281414270401001, 4.689301742530017, 2.880604067688468, 1.9649592161178588] || Best Acc@1:43.565
[2025-09-24 17:21:58,550] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.7601241176913245, 2.6148532201659003, 2.1940478324890136, 4.702241334855927, 2.1341103254609806, 1.3713526638542735]
[2025-09-24 17:21:58,911] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-24 17:23:27,524] [SEDG] [INFO] Epoch:77 || Train Acc@1  91.41 ( 92.27), Train Cla Loss 2.9399e+01 (2.9015e+01)
[2025-09-24 17:23:30,185] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.7638870583304875, 1.9564490256371436, 4.783874264246301, 2.4301555906451724, 1.5337294101715089, 4.72931256501571, 2.8954021420868687, 1.983110737800598] || Best Acc@1:43.565
[2025-09-24 17:23:30,202] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.7897570414572765, 2.625068058757662, 2.2166089057922362, 4.718391302949893, 2.145229401861786, 1.3734172815229835]
[2025-09-24 17:23:30,600] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-24 17:25:05,603] [SEDG] [INFO] Epoch:78 || Train Acc@1  92.81 ( 92.31), Train Cla Loss 2.8650e+01 (2.8775e+01)
[2025-09-24 17:25:09,153] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.8091705086865004, 1.9894602391626928, 4.872189358819889, 2.4670378667003705, 1.5626007437705993, 4.7936139906415285, 2.938168431228062, 2.0160671949386595] || Best Acc@1:43.565
[2025-09-24 17:25:09,153] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.849003297201595, 2.6519733899794287, 2.2353693723678587, 4.791447855671, 2.1849365720323695, 1.3832488912877028]
[2025-09-24 17:25:09,436] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-24 17:26:40,866] [SEDG] [INFO] Epoch:79 || Train Acc@1  92.81 ( 92.33), Train Cla Loss 2.7866e+01 (2.8611e+01)
[2025-09-24 17:26:43,642] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.816035370283489, 2.0118909439483246, 4.88309715971162, 2.4881969307953455, 1.5713548898696899, 4.819862617468982, 2.936291589676959, 2.0283817529678343] || Best Acc@1:43.565
[2025-09-24 17:26:43,643] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.891531680681691, 2.6824412870707004, 2.2645567893981933, 4.808017932109951, 2.1994931758589047, 1.4076120310682592]
[2025-09-24 17:26:43,990] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-24 17:28:13,042] [SEDG] [INFO] Epoch:80 || Train Acc@1  91.88 ( 92.18), Train Cla Loss 3.0151e+01 (2.8598e+01)
[2025-09-24 17:28:15,670] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.8371895234796067, 2.019441202089384, 4.934829766237283, 2.495809739490725, 1.574801540374756, 4.8703643105785295, 2.9645770885659464, 2.052567553520203] || Best Acc@1:43.565
[2025-09-24 17:28:15,671] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.938196330337051, 2.7006770229939394, 2.2713310956954955, 4.875526312715518, 2.206548150177974, 1.4113701979319255]
[2025-09-24 17:28:16,109] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-24 17:29:43,470] [SEDG] [INFO] Epoch:81 || Train Acc@1  90.94 ( 92.15), Train Cla Loss 3.0185e+01 (2.8488e+01)
[2025-09-24 17:29:46,262] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.8691632053520104, 2.0225020879274838, 4.965204154388814, 2.538532033656378, 1.5941668272018432, 4.914827237218063, 3.0030139062389636, 2.0654459238052367] || Best Acc@1:43.565
[2025-09-24 17:29:46,262] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [4.97364048039691, 2.7234126906724847, 2.293282461166382, 4.924452959380535, 2.226711691564815, 1.4195996668280624]
[2025-09-24 17:29:46,778] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-24 17:31:15,970] [SEDG] [INFO] Epoch:82 || Train Acc@1  92.97 ( 92.16), Train Cla Loss 2.7640e+01 (2.8331e+01)
[2025-09-24 17:31:18,517] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.9048943278155748, 2.043682813644409, 5.0194392868235145, 2.560632920115249, 1.6080480575561524, 4.941780786336579, 3.026020069542171, 2.0816062450408936] || Best Acc@1:43.565
[2025-09-24 17:31:18,518] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.024061605797051, 2.7582987944285073, 2.3191287755966186, 4.952541840002404, 2.2645748458850155, 1.4446370984480632]
[2025-09-24 17:31:18,983] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-24 17:32:48,239] [SEDG] [INFO] Epoch:83 || Train Acc@1  92.97 ( 92.32), Train Cla Loss 2.7995e+01 (2.7879e+01)
[2025-09-24 17:32:51,033] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.9306015877784053, 2.07143049425893, 5.064958186089238, 2.580354779021545, 1.6191924810409546, 4.993422481584253, 3.0489263669499813, 2.09823317527771] || Best Acc@1:43.565
[2025-09-24 17:32:51,042] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.061658376492328, 2.789150450964394, 2.3342484712600706, 4.9943175049302, 2.2794312474074636, 1.4550010799392452]
[2025-09-24 17:32:51,361] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-24 17:34:20,011] [SEDG] [INFO] Epoch:84 || Train Acc@1  94.06 ( 92.22), Train Cla Loss 2.5699e+01 (2.7933e+01)
[2025-09-24 17:34:22,453] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.969475169725056, 2.1031015043134813, 5.136697032783605, 2.6052832873362415, 1.6395275354385377, 5.070876696094963, 3.1268764786750265, 2.1308645009994507] || Best Acc@1:43.565
[2025-09-24 17:34:22,477] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.126387797527432, 2.8250260967878424, 2.3704394817352297, 5.069915827757083, 2.317763001296171, 1.4730023930712444]
[2025-09-24 17:34:22,903] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-24 17:35:53,447] [SEDG] [INFO] Epoch:85 || Train Acc@1  90.16 ( 92.38), Train Cla Loss 3.0098e+01 (2.7519e+01)
[2025-09-24 17:35:56,523] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.9870652609233614, 2.109586390581998, 5.158949453619462, 2.6169670910205483, 1.648791289329529, 5.1059581457018295, 3.144075485145521, 2.1395923137664794] || Best Acc@1:43.565
[2025-09-24 17:35:56,545] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.158727231233017, 2.8353479238426162, 2.365320920944214, 5.085697313273175, 2.320803315776169, 1.4786094388341515]
[2025-09-24 17:35:57,022] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-24 17:37:23,939] [SEDG] [INFO] Epoch:86 || Train Acc@1  91.25 ( 92.28), Train Cla Loss 2.8087e+01 (2.7424e+01)
[2025-09-24 17:37:26,483] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [2.994385028187233, 2.1232470846795417, 5.184512355659582, 2.639879373634386, 1.662691020965576, 5.122132014043583, 3.1264624625631847, 2.150624918937683] || Best Acc@1:43.565
[2025-09-24 17:37:26,485] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.199150692602122, 2.835192864046157, 2.4076772928237915, 5.13006876122137, 2.317061752270741, 1.4985526063577916]
[2025-09-24 17:37:27,004] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-24 17:38:55,129] [SEDG] [INFO] Epoch:87 || Train Acc@1  91.41 ( 92.25), Train Cla Loss 2.8931e+01 (2.7351e+01)
[2025-09-24 17:38:58,084] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.011692345896854, 2.140071909148972, 5.23273650905754, 2.639656146367391, 1.6687252283096314, 5.167758938688669, 3.15786172159063, 2.1702571868896485] || Best Acc@1:43.565
[2025-09-24 17:38:58,085] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.226905070476651, 2.8780752442917734, 2.398713994026184, 5.155969113296604, 2.3577913281264578, 1.5074359813356788]
[2025-09-24 17:38:58,683] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-24 17:40:20,843] [SEDG] [INFO] Epoch:88 || Train Acc@1  92.19 ( 92.23), Train Cla Loss 2.6287e+01 (2.7193e+01)
[2025-09-24 17:40:22,298] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.043086592155167, 2.159422399161698, 5.269140786762479, 2.6767544356532067, 1.70477135181427, 5.21768133388543, 3.172898013636751, 2.199629235267639] || Best Acc@1:43.565
[2025-09-24 17:40:22,298] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.294264165511042, 2.896299728057669, 2.4362934112548826, 5.199774905021147, 2.3741156941006896, 1.5273504770868194]
[2025-09-24 17:40:22,647] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-24 17:41:40,759] [SEDG] [INFO] Epoch:89 || Train Acc@1  94.06 ( 92.34), Train Cla Loss 2.4497e+01 (2.6966e+01)
[2025-09-24 17:41:42,415] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.0812200986886324, 2.1811828520390892, 5.328542697278759, 2.7105718528699576, 1.7091289281845092, 5.257913459161794, 3.2015122332662904, 2.215097713470459] || Best Acc@1:43.565
[2025-09-24 17:41:42,415] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.328472851226048, 2.9388618754140987, 2.4616347551345825, 5.268829514521249, 2.3877242674493484, 1.5210832182953997]
[2025-09-24 17:41:42,759] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-24 17:43:05,585] [SEDG] [INFO] Epoch:90 || Train Acc@1  91.72 ( 92.29), Train Cla Loss 2.6550e+01 (2.6822e+01)
[2025-09-24 17:43:08,089] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.1110111610798894, 2.199565878162136, 5.375653091865249, 2.7230598071836076, 1.733332085609436, 5.327322391249378, 3.252498872625003, 2.243229866027832] || Best Acc@1:43.565
[2025-09-24 17:43:08,114] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.379351159800654, 2.97106050245417, 2.480760407447815, 5.316894901465185, 2.4200721272997034, 1.5453736258716118]
[2025-09-24 17:43:08,457] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-24 17:44:31,914] [SEDG] [INFO] Epoch:91 || Train Acc@1  90.00 ( 92.27), Train Cla Loss 2.9427e+01 (2.6710e+01)
[2025-09-24 17:44:33,991] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.1251638388331933, 2.208015701987527, 5.383087912692299, 2.7175798011275956, 1.7297839403152466, 5.312153016558345, 3.2562025657989695, 2.2383498907089234] || Best Acc@1:43.565
[2025-09-24 17:44:33,992] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.384802586085203, 2.9485831155717, 2.491019582748413, 5.325811199519945, 2.4302091264421013, 1.5469380936971524]
[2025-09-24 17:44:34,365] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-24 17:46:02,705] [SEDG] [INFO] Epoch:92 || Train Acc@1  91.56 ( 92.15), Train Cla Loss 2.7428e+01 (2.6730e+01)
[2025-09-24 17:46:03,764] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.1451498556740676, 2.2291152817862376, 5.44128581542003, 2.7846215296091525, 1.7367631912231445, 5.388012308511675, 3.2710817609942935, 2.262513589859009] || Best Acc@1:43.565
[2025-09-24 17:46:03,765] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.446400079667939, 3.0014547986804314, 2.514685583114624, 5.371318349186678, 2.4494275560804235, 1.561604528892331]
[2025-09-24 17:46:04,097] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-24 17:47:19,444] [SEDG] [INFO] Epoch:93 || Train Acc@1  92.34 ( 92.31), Train Cla Loss 2.6964e+01 (2.6384e+01)
[2025-09-24 17:47:20,480] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.142910866797725, 2.2333593709128245, 5.477407733096352, 2.78107229118827, 1.749577283859253, 5.386004379817417, 3.287973511893794, 2.2733037948608397] || Best Acc@1:43.565
[2025-09-24 17:47:20,480] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.470903876405325, 3.001060382375177, 2.5247326850891114, 5.413844617997637, 2.4479432834941113, 1.5692684437201274]
[2025-09-24 17:47:20,740] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-24 17:48:34,762] [SEDG] [INFO] Epoch:94 || Train Acc@1  92.34 ( 92.35), Train Cla Loss 2.7101e+01 (2.6186e+01)
[2025-09-24 17:48:35,823] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.1894774829285053, 2.2614780525108436, 5.5260589454747455, 2.7996457147898166, 1.7644768953323364, 5.451826557609605, 3.3216874644441425, 2.279880332946777] || Best Acc@1:43.565
[2025-09-24 17:48:35,823] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.523505045020062, 3.0285179210159012, 2.5426099061965943, 5.437571540382338, 2.480606049489064, 1.5839495678258135]
[2025-09-24 17:48:36,132] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-24 17:49:46,521] [SEDG] [INFO] Epoch:95 || Train Acc@1  92.50 ( 92.27), Train Cla Loss 2.5577e+01 (2.6165e+01)
[2025-09-24 17:49:47,387] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.24646223647685, 2.2961341529697568, 5.6050379728969135, 2.848114213103768, 1.797990083694458, 5.531268247166035, 3.3753396010248915, 2.324164605140686] || Best Acc@1:43.565
[2025-09-24 17:49:47,388] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.585505861673296, 3.082868988408982, 2.5772469997406007, 5.517525290850527, 2.516546653334502, 1.611319568099045]
[2025-09-24 17:49:47,701] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-24 17:50:54,374] [SEDG] [INFO] Epoch:96 || Train Acc@1  92.50 ( 92.31), Train Cla Loss 2.3803e+01 (2.5915e+01)
[2025-09-24 17:50:55,207] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.223946909361248, 2.299675559068655, 5.6017056054706815, 2.832589681793309, 1.787293839454651, 5.53050360472306, 3.3515979463949144, 2.325635004043579] || Best Acc@1:43.565
[2025-09-24 17:50:55,207] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.577146233979219, 3.062209718632248, 2.589047884941101, 5.536311191061269, 2.515177644741763, 1.6112131839845238]
[2025-09-24 17:50:55,533] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-24 17:52:02,382] [SEDG] [INFO] Epoch:97 || Train Acc@1  93.44 ( 92.33), Train Cla Loss 2.5757e+01 (2.5801e+01)
[2025-09-24 17:52:03,236] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.2466108557544175, 2.315263732687219, 5.6647533525394484, 2.884146469943928, 1.8113512992858887, 5.58072388986623, 3.427404397688572, 2.346392059326172] || Best Acc@1:43.565
[2025-09-24 17:52:03,236] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.662128877935943, 3.138900492926064, 2.596570944786072, 5.5792465743070805, 2.543702479380711, 1.6187723923504838]
[2025-09-24 17:52:03,536] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-24 17:53:10,062] [SEDG] [INFO] Epoch:98 || Train Acc@1  91.88 ( 92.34), Train Cla Loss 2.6414e+01 (2.5621e+01)
[2025-09-24 17:53:11,051] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.286159627045257, 2.334442875602029, 5.703889237174505, 2.896788920996324, 1.8309070825576783, 5.628227684068384, 3.4576894862097016, 2.362777042388916] || Best Acc@1:43.565
[2025-09-24 17:53:11,051] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.693209322342962, 3.140046131685845, 2.6321402072906492, 5.618983091034504, 2.576207150319579, 1.6383928322210544]
[2025-09-24 17:53:11,372] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-24 17:54:18,057] [SEDG] [INFO] Epoch:99 || Train Acc@1  92.97 ( 92.22), Train Cla Loss 2.5348e+01 (2.5547e+01)
[2025-09-24 17:54:18,885] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 52.201255798339844, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [3.3156594445433796, 2.364866913139046, 5.739372893224789, 2.9308193959530047, 1.8486605644226075, 5.653248239007795, 3.4827606243157536, 2.3902233123779295] || Best Acc@1:43.565
[2025-09-24 17:54:18,885] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [6.211180210113525, 48.427669525146484, 56.875, 7.453416347503662, 57.96178436279297, 73.17073059082031], Test Loss [5.751661638295428, 3.188863700290896, 2.6446007013320925, 5.675391688850356, 2.5755018155286264, 1.6342218232348682]
[2025-09-24 17:54:19,204] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 17:54:20,127] [SEDG] [INFO] Val  Acc@1: [45.56962203979492, 61.68831253051758, 6.329113960266113, 51.57232666015625, 70.0, 7.453416347503662, 43.39622497558594, 61.25], Val Loss  [0.7870922314969799, 0.6882753960497967, 1.1240419873708412, 0.7647084586275449, 0.6131548643112182, 1.1177628251336376, 0.8290718332776483, 0.669352924823761]
[2025-09-24 17:54:20,127] [SEDG] [INFO] Test  Acc@1: [6.211180210113525, 49.056602478027344, 56.875, 7.453416347503662, 58.59872817993164, 73.17073059082031], Test Loss [1.0994709730148315, 0.7887527417836699, 0.7318148255348206, 1.0933633117201906, 0.706968380767069, 0.5882497832057921]
[2025-09-24 17:54:20,127] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 17:54:20,130] [SEDG] [INFO] Val  Mean&Var: [(45.625, 1.1180344), (61.538464, 4.755486), (6.291667, 2.3276718), (51.633064, 3.9866776), (70.0, 1.8957187), (6.25, 1.473139), (43.346775, 2.5703866), (61.25, 4.5586457)]
[2025-09-24 17:54:20,130] [SEDG] [INFO] Test  Mean&Var: [(5.2083335, 2.2900877), (49.112904, 2.5199845), (56.875, 2.0539596), (6.25, 1.8042195), (58.40517, 3.8595047), (72.77199, 3.6479855)]
