[2025-09-04 14:49:30,939] [SEDG] [INFO] 
[2025-09-04 14:49:30,940] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-04 14:49:45,328] [SEDG] [INFO] Epoch:0 || Train Acc@1  60.28 ( 56.21), Train Cla Loss 1.9150e+02 (5.7006e+02)
[2025-09-04 14:49:45,516] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [94.38202667236328, 80.0, 83.51648712158203, 89.28571319580078, 60.71428680419922], Val Loss  [0.4887288025255953, 0.5780807435512543, 0.5022083750137916, 0.4345853683494386, 0.7874098178886232] || Best Acc@1:81.580
[2025-09-04 14:49:45,517] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [57.14285659790039, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8741273977318589, 1.000764078564114, 1.0849296921177913, 0.9160066644350687]
[2025-09-04 14:49:45,542] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-04 14:49:57,017] [SEDG] [INFO] Epoch:1 || Train Acc@1  61.67 ( 62.30), Train Cla Loss 1.6468e+02 (1.7726e+02)
[2025-09-04 14:49:57,187] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [94.38202667236328, 92.0, 95.60440063476562, 83.33333587646484, 52.38095474243164], Val Loss  [0.42972616935044194, 0.4722427874803543, 0.42389622920162073, 0.44760177107084365, 0.8785648615587325] || Best Acc@1:83.540
[2025-09-04 14:49:57,187] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.9764613910597197, 1.1119351784388225, 1.210676814380445, 1.043325146039327]
[2025-09-04 14:49:57,205] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-04 14:50:08,134] [SEDG] [INFO] Epoch:2 || Train Acc@1  70.00 ( 64.90), Train Cla Loss 1.3560e+02 (1.5462e+02)
[2025-09-04 14:50:08,283] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [94.38202667236328, 96.0, 87.9120864868164, 66.66666412353516, 52.38095474243164], Val Loss  [0.37230080064762844, 0.41530995070934296, 0.4255454654877002, 0.5212537043151402, 0.8800282535098848] || Best Acc@1:83.540
[2025-09-04 14:50:08,284] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.933846686567579, 1.0097985797458224, 1.0723947286605835, 0.9963140885035197]
[2025-09-04 14:50:08,310] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-04 14:50:19,411] [SEDG] [INFO] Epoch:3 || Train Acc@1  70.00 ( 66.62), Train Cla Loss 1.3469e+02 (1.4346e+02)
[2025-09-04 14:50:19,549] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [95.505615234375, 97.0, 79.12088012695312, 51.19047546386719, 50.0], Val Loss  [0.3388558117191443, 0.3954838961362839, 0.4740883806249598, 0.5822140177090963, 0.8574871321519216] || Best Acc@1:83.540
[2025-09-04 14:50:19,549] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 45.263160705566406, 49.333335876464844], Test Loss [0.882163333649538, 0.9592146542337205, 0.9903612607403806, 1.0286069711049397]
[2025-09-04 14:50:19,567] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-04 14:50:30,374] [SEDG] [INFO] Epoch:4 || Train Acc@1  72.22 ( 67.77), Train Cla Loss 1.1546e+02 (1.3744e+02)
[2025-09-04 14:50:30,562] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [95.505615234375, 97.0, 80.21977996826172, 51.19047546386719, 50.0], Val Loss  [0.3418903856464986, 0.4197980910539627, 0.5090320778417063, 0.5615474354653132, 0.7418020665645599] || Best Acc@1:83.540
[2025-09-04 14:50:30,563] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [55.1020393371582, 48.88888931274414, 24.210527420043945, 28.0], Test Loss [0.791016089672945, 0.8820284869935777, 0.8970352975945723, 0.9132468303044637]
[2025-09-04 14:50:30,628] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-04 14:50:41,677] [SEDG] [INFO] Epoch:5 || Train Acc@1  70.56 ( 69.07), Train Cla Loss 1.2762e+02 (1.3058e+02)
[2025-09-04 14:50:41,907] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [98.87640380859375, 91.0, 62.63736343383789, 47.619049072265625, 50.0], Val Loss  [0.3331430855761753, 0.40562841296195984, 0.5088309213355348, 0.6018168741748446, 0.7871736657051813] || Best Acc@1:83.540
[2025-09-04 14:50:41,907] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8405833633578553, 0.9298195574018691, 0.975840007003985, 0.8697184324264526]
[2025-09-04 14:50:41,925] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-04 14:50:53,305] [SEDG] [INFO] Epoch:6 || Train Acc@1  70.56 ( 69.79), Train Cla Loss 1.2861e+02 (1.2717e+02)
[2025-09-04 14:50:53,446] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [98.87640380859375, 90.0, 63.73626708984375, 47.619049072265625, 50.0], Val Loss  [0.3169276047958417, 0.3981630653142929, 0.5110605345977531, 0.6122283410458338, 0.8191176837398892] || Best Acc@1:83.540
[2025-09-04 14:50:53,446] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8967462607792446, 0.990034798781077, 1.0644094128357737, 0.9124765396118164]
[2025-09-04 14:50:53,463] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-04 14:51:04,584] [SEDG] [INFO] Epoch:7 || Train Acc@1  69.72 ( 70.40), Train Cla Loss 1.2915e+02 (1.2384e+02)
[2025-09-04 14:51:04,725] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [100.0, 87.0, 62.63736343383789, 47.619049072265625, 50.0], Val Loss  [0.3015806628077218, 0.3954777121543884, 0.5296052137573997, 0.6510059237480164, 0.9066715680417561] || Best Acc@1:83.540
[2025-09-04 14:51:04,725] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.9932424255779811, 1.0980386204189725, 1.1967091874072426, 1.0583600203196208]
[2025-09-04 14:51:04,743] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-04 14:51:15,792] [SEDG] [INFO] Epoch:8 || Train Acc@1  75.00 ( 71.05), Train Cla Loss 1.1924e+02 (1.2092e+02)
[2025-09-04 14:51:15,928] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [100.0, 87.0, 63.73626708984375, 47.619049072265625, 50.0], Val Loss  [0.29458630687735055, 0.4027090221643448, 0.5454583371078575, 0.6534059885002318, 0.8416094921884083] || Best Acc@1:83.540
[2025-09-04 14:51:15,928] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.9238442717766275, 1.0269897778828938, 1.0906402751019126, 0.9910246928532919]
[2025-09-04 14:51:15,993] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-04 14:51:27,160] [SEDG] [INFO] Epoch:9 || Train Acc@1  70.28 ( 71.58), Train Cla Loss 1.1638e+02 (1.1894e+02)
[2025-09-04 14:51:27,347] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [98.87640380859375, 86.0, 61.5384635925293, 47.619049072265625, 50.0], Val Loss  [0.277167366796665, 0.37590794265270233, 0.529747663618444, 0.7517274348508745, 1.0844458256449019] || Best Acc@1:83.540
[2025-09-04 14:51:27,348] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.150394996818231, 1.2615875403086345, 1.340554494606821, 1.313611110051473]
[2025-09-04 14:51:27,397] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-04 14:51:38,409] [SEDG] [INFO] Epoch:10 || Train Acc@1  71.94 ( 72.50), Train Cla Loss 1.0595e+02 (1.1479e+02)
[2025-09-04 14:51:38,598] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2761034761252028, 0.3975546211004257, 0.5383572722529317, 0.7113690887178693, 1.0513395965099335] || Best Acc@1:83.540
[2025-09-04 14:51:38,599] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.0996747308847856, 1.2199259996414185, 1.2880856739847284, 1.2834656238555908]
[2025-09-04 14:51:38,622] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-04 14:51:49,746] [SEDG] [INFO] Epoch:11 || Train Acc@1  72.50 ( 73.12), Train Cla Loss 1.1479e+02 (1.1233e+02)
[2025-09-04 14:51:49,925] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [98.87640380859375, 86.0, 63.73626708984375, 47.619049072265625, 50.0], Val Loss  [0.27911778447333346, 0.3912297487258911, 0.510831879390465, 0.6909025467577434, 1.056979890380587] || Best Acc@1:83.540
[2025-09-04 14:51:49,926] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 47.36842346191406, 50.66666793823242], Test Loss [1.0833988287010972, 1.209886180029975, 1.2668318372023732, 1.3045748869578044]
[2025-09-04 14:51:49,978] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-04 14:52:00,546] [SEDG] [INFO] Epoch:12 || Train Acc@1  73.61 ( 73.69), Train Cla Loss 1.1446e+02 (1.1045e+02)
[2025-09-04 14:52:00,701] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [98.87640380859375, 87.0, 64.83516693115234, 47.619049072265625, 50.0], Val Loss  [0.2706729341089056, 0.3748823553323746, 0.4951809110877278, 0.7200217658565158, 1.1697609140759422] || Best Acc@1:83.540
[2025-09-04 14:52:00,701] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [55.1020393371582, 52.222225189208984, 44.21052932739258, 50.66666793823242], Test Loss [1.1923516733305795, 1.3434762954711914, 1.411328767475329, 1.500053604443868]
[2025-09-04 14:52:00,720] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-04 14:52:12,035] [SEDG] [INFO] Epoch:13 || Train Acc@1  72.50 ( 74.28), Train Cla Loss 1.1124e+02 (1.0818e+02)
[2025-09-04 14:52:12,206] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [98.87640380859375, 88.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.2567023112532798, 0.3678102046251297, 0.4955011861664908, 0.6897450472627368, 1.14485060884839] || Best Acc@1:83.540
[2025-09-04 14:52:12,206] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [55.1020393371582, 45.55555725097656, 41.052635192871094, 49.333335876464844], Test Loss [1.1867380385496178, 1.3530895445081923, 1.4186425271787142, 1.4915600617726643]
[2025-09-04 14:52:12,242] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-04 14:52:23,066] [SEDG] [INFO] Epoch:14 || Train Acc@1  77.78 ( 74.45), Train Cla Loss 9.5959e+01 (1.0668e+02)
[2025-09-04 14:52:23,208] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [97.7528076171875, 87.0, 64.83516693115234, 47.619049072265625, 50.0], Val Loss  [0.26950723636016416, 0.3807987868785858, 0.5219105180803236, 0.7059516779014042, 1.107447209812346] || Best Acc@1:83.540
[2025-09-04 14:52:23,208] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [52.04081344604492, 38.88888931274414, 30.526317596435547, 48.0], Test Loss [1.142010355482296, 1.2918976810243394, 1.3500433783782155, 1.430262843767802]
[2025-09-04 14:52:23,266] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-04 14:52:34,304] [SEDG] [INFO] Epoch:15 || Train Acc@1  76.11 ( 74.73), Train Cla Loss 9.7938e+01 (1.0544e+02)
[2025-09-04 14:52:34,443] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [96.62921142578125, 86.0, 64.83516693115234, 47.619049072265625, 50.0], Val Loss  [0.2687701897674732, 0.3787143975496292, 0.5255773991018862, 0.704055571839923, 1.1065727727753776] || Best Acc@1:83.540
[2025-09-04 14:52:34,443] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [52.04081344604492, 34.4444465637207, 25.263158798217773, 45.333335876464844], Test Loss [1.1451339210782732, 1.2878354125552707, 1.3461388224049617, 1.3968716462453206]
[2025-09-04 14:52:34,460] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-04 14:52:45,529] [SEDG] [INFO] Epoch:16 || Train Acc@1  76.11 ( 75.37), Train Cla Loss 1.0819e+02 (1.0305e+02)
[2025-09-04 14:52:45,678] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [97.7528076171875, 89.0, 70.32967376708984, 50.0, 45.238094329833984], Val Loss  [0.2751221258318826, 0.3899519741535187, 0.5084631836021339, 0.611908156247366, 0.9256745591050103] || Best Acc@1:83.540
[2025-09-04 14:52:45,678] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [39.79591751098633, 21.11111068725586, 16.842105865478516, 41.333335876464844], Test Loss [1.009673838712731, 1.188643839624193, 1.2294009861193205, 1.1093459924062092]
[2025-09-04 14:52:45,740] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-04 14:52:56,824] [SEDG] [INFO] Epoch:17 || Train Acc@1  77.50 ( 75.49), Train Cla Loss 9.4887e+01 (1.0222e+02)
[2025-09-04 14:52:57,018] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [96.62921142578125, 86.0, 64.83516693115234, 47.619049072265625, 42.85714340209961], Val Loss  [0.28215667605400085, 0.3995441794395447, 0.528282954470142, 0.6047435133230119, 0.9137099825200581] || Best Acc@1:83.540
[2025-09-04 14:52:57,019] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [23.46938705444336, 11.111111640930176, 12.631579399108887, 37.333335876464844], Test Loss [1.0278438816265183, 1.2266461981667414, 1.274552715452094, 1.0910321474075317]
[2025-09-04 14:52:57,039] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-04 14:53:08,014] [SEDG] [INFO] Epoch:18 || Train Acc@1  78.61 ( 75.83), Train Cla Loss 1.0185e+02 (1.0051e+02)
[2025-09-04 14:53:08,161] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [98.87640380859375, 88.0, 68.13186645507812, 50.0, 35.71428680419922], Val Loss  [0.2523706541972214, 0.38872580230236053, 0.5251608982190981, 0.6084910418306079, 0.8930738681838626] || Best Acc@1:83.540
[2025-09-04 14:53:08,161] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [20.40816307067871, 6.6666669845581055, 12.631579399108887, 34.66666793823242], Test Loss [1.0219023811573884, 1.2220042149225872, 1.2631127018677561, 1.0432424942652385]
[2025-09-04 14:53:08,198] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-04 14:53:19,510] [SEDG] [INFO] Epoch:19 || Train Acc@1  78.06 ( 76.24), Train Cla Loss 9.4533e+01 (9.9310e+01)
[2025-09-04 14:53:19,645] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [98.87640380859375, 89.0, 70.32967376708984, 48.80952453613281, 34.52381134033203], Val Loss  [0.2657845345106018, 0.38631604611873627, 0.5138017712058601, 0.6173742754118783, 0.9037417755240486] || Best Acc@1:83.540
[2025-09-04 14:53:19,646] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [22.448978424072266, 8.88888931274414, 12.631579399108887, 36.0], Test Loss [1.0039201536957099, 1.177877492374844, 1.2239724836851422, 1.0101871093114216]
[2025-09-04 14:53:19,664] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-04 14:53:30,523] [SEDG] [INFO] Epoch:20 || Train Acc@1  78.06 ( 76.43), Train Cla Loss 9.0960e+01 (9.8327e+01)
[2025-09-04 14:53:30,666] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [98.87640380859375, 94.0, 86.81318664550781, 59.52381134033203, 23.809524536132812], Val Loss  [0.27484356486395506, 0.4156196713447571, 0.5487482842508253, 0.6523001988728842, 0.831231598343168] || Best Acc@1:83.540
[2025-09-04 14:53:30,666] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [7.142857074737549, 1.1111111640930176, 4.210526466369629, 24.0], Test Loss [0.9619993628287802, 1.11508928404914, 1.1147470662468357, 0.9198322296142578]
[2025-09-04 14:53:30,684] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-04 14:53:41,651] [SEDG] [INFO] Epoch:21 || Train Acc@1  78.33 ( 76.65), Train Cla Loss 9.1142e+01 (9.7939e+01)
[2025-09-04 14:53:41,809] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [100.0, 97.0, 90.10989379882812, 69.04762268066406, 22.619047164916992], Val Loss  [0.2470648285378231, 0.3829817771911621, 0.5049420510019574, 0.6306007575421106, 0.8685268220447359] || Best Acc@1:83.540
[2025-09-04 14:53:41,810] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [7.142857074737549, 0.0, 6.315789699554443, 29.33333396911621], Test Loss [0.983636944877858, 1.1187162001927693, 1.1418154490621466, 0.9518218835194906]
[2025-09-04 14:53:41,849] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-04 14:53:52,944] [SEDG] [INFO] Epoch:22 || Train Acc@1  81.67 ( 77.09), Train Cla Loss 8.2470e+01 (9.6137e+01)
[2025-09-04 14:53:53,099] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [97.7528076171875, 94.0, 83.51648712158203, 46.42857360839844, 20.238096237182617], Val Loss  [0.2511152732238341, 0.3846386820077896, 0.5170817755080841, 0.659083047083446, 0.8619189262390137] || Best Acc@1:83.540
[2025-09-04 14:53:53,099] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [4.081632614135742, 1.1111111640930176, 5.263158321380615, 26.666667938232422], Test Loss [0.9090016958664875, 0.9541914396815829, 0.9890405629810534, 0.9595479965209961]
[2025-09-04 14:53:53,119] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-04 14:54:04,340] [SEDG] [INFO] Epoch:23 || Train Acc@1  76.39 ( 77.23), Train Cla Loss 9.7957e+01 (9.5267e+01)
[2025-09-04 14:54:04,491] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [97.7528076171875, 97.0, 95.60440063476562, 54.761905670166016, 11.904762268066406], Val Loss  [0.26397244749444254, 0.4065628796815872, 0.4957048725950849, 0.6663114527861277, 0.8555343463307336] || Best Acc@1:83.540
[2025-09-04 14:54:04,491] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [7.142857074737549, 13.333333969116211, 18.947368621826172, 5.333333492279053], Test Loss [0.8673574182451987, 0.9079074329800076, 0.9434613648213839, 0.9878994623819987]
[2025-09-04 14:54:04,508] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-04 14:54:15,970] [SEDG] [INFO] Epoch:24 || Train Acc@1  76.39 ( 77.40), Train Cla Loss 9.9580e+01 (9.4497e+01)
[2025-09-04 14:54:16,124] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [97.7528076171875, 97.0, 89.01099395751953, 35.71428680419922, 13.09523868560791], Val Loss  [0.28570998786540514, 0.4400670528411865, 0.5606298983752073, 0.7153331623190925, 0.829042646146956] || Best Acc@1:83.540
[2025-09-04 14:54:16,124] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [24.489795684814453, 34.4444465637207, 44.21052932739258, 26.666667938232422], Test Loss [0.8692147816930499, 0.9086919493145413, 0.8890143789743122, 0.9966902335484823]
[2025-09-04 14:54:16,178] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-04 14:54:28,040] [SEDG] [INFO] Epoch:25 || Train Acc@1  80.28 ( 78.03), Train Cla Loss 8.9396e+01 (9.2896e+01)
[2025-09-04 14:54:28,209] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [96.62921142578125, 95.0, 90.10989379882812, 46.42857360839844, 10.714285850524902], Val Loss  [0.26020814595597513, 0.4106527268886566, 0.5308221388649155, 0.7007150749365488, 0.7949747542540232] || Best Acc@1:83.540
[2025-09-04 14:54:28,209] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [24.489795684814453, 31.111112594604492, 41.052635192871094, 24.0], Test Loss [0.7909218109383875, 0.8148833049668206, 0.8064467499130651, 0.8973976174990336]
[2025-09-04 14:54:28,226] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-04 14:54:39,578] [SEDG] [INFO] Epoch:26 || Train Acc@1  77.22 ( 78.04), Train Cla Loss 9.7147e+01 (9.2799e+01)
[2025-09-04 14:54:39,743] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [97.7528076171875, 98.0, 83.51648712158203, 30.952381134033203, 14.285714149475098], Val Loss  [0.2521850299299433, 0.41520023345947266, 0.5544026264777551, 0.7129731334391094, 0.7901528364136106] || Best Acc@1:83.540
[2025-09-04 14:54:39,743] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [26.530611038208008, 34.4444465637207, 47.36842346191406, 26.666667938232422], Test Loss [0.8157716211007566, 0.8428571621576945, 0.8336597053628219, 0.9340133865674337]
[2025-09-04 14:54:39,803] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-04 14:54:51,515] [SEDG] [INFO] Epoch:27 || Train Acc@1  76.67 ( 78.38), Train Cla Loss 9.8397e+01 (9.1803e+01)
[2025-09-04 14:54:51,666] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [97.7528076171875, 98.0, 87.9120864868164, 34.52381134033203, 11.904762268066406], Val Loss  [0.25902677452966066, 0.3981015384197235, 0.5332784200762655, 0.7071649020626432, 0.806720746415002] || Best Acc@1:83.540
[2025-09-04 14:54:51,666] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [23.46938705444336, 32.22222137451172, 42.10526657104492, 26.666667938232422], Test Loss [0.8125082181424511, 0.838393059041765, 0.8221057559314527, 0.8943741917610168]
[2025-09-04 14:54:51,686] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-04 14:55:03,061] [SEDG] [INFO] Epoch:28 || Train Acc@1  77.78 ( 78.57), Train Cla Loss 9.1785e+01 (9.0630e+01)
[2025-09-04 14:55:03,216] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [95.505615234375, 95.0, 90.10989379882812, 40.476192474365234, 13.09523868560791], Val Loss  [0.2749675405159425, 0.4297148585319519, 0.542548058452187, 0.6942934734480721, 0.7892982519808269] || Best Acc@1:83.540
[2025-09-04 14:55:03,216] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [23.46938705444336, 31.111112594604492, 41.052635192871094, 22.666667938232422], Test Loss [0.7688736514169343, 0.7548261086146036, 0.7460827827453613, 0.8199272354443868]
[2025-09-04 14:55:03,255] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-04 14:55:14,879] [SEDG] [INFO] Epoch:29 || Train Acc@1  76.94 ( 79.11), Train Cla Loss 9.7256e+01 (8.9242e+01)
[2025-09-04 14:55:15,078] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [97.7528076171875, 96.0, 87.9120864868164, 39.28571319580078, 13.09523868560791], Val Loss  [0.2789392779382427, 0.42918287217617035, 0.5590366413305093, 0.7116601055576688, 0.7980200265135083] || Best Acc@1:83.540
[2025-09-04 14:55:15,078] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [13.265305519104004, 17.77777862548828, 24.210527420043945, 8.0], Test Loss [0.797185771319331, 0.7858263187938266, 0.7689301685283059, 0.8354203899701437]
[2025-09-04 14:55:15,096] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-04 14:55:26,695] [SEDG] [INFO] Epoch:30 || Train Acc@1  82.50 ( 79.51), Train Cla Loss 8.1489e+01 (8.7646e+01)
[2025-09-04 14:55:26,844] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [97.7528076171875, 98.0, 85.71428680419922, 39.28571319580078, 10.714285850524902], Val Loss  [0.24172627925872803, 0.40135282278060913, 0.5797956212536319, 0.752192633492606, 0.8150333478337243] || Best Acc@1:83.540
[2025-09-04 14:55:26,844] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [14.285714149475098, 20.0, 24.210527420043945, 8.0], Test Loss [0.813171428077075, 0.7967722614606222, 0.7933417527299178, 0.8697658975919088]
[2025-09-04 14:55:26,865] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-04 14:55:38,625] [SEDG] [INFO] Epoch:31 || Train Acc@1  82.22 ( 79.82), Train Cla Loss 8.1569e+01 (8.6946e+01)
[2025-09-04 14:55:38,772] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [96.62921142578125, 98.0, 82.41758728027344, 41.66666793823242, 9.523809432983398], Val Loss  [0.24982666299584205, 0.4217413067817688, 0.5959420243462363, 0.7501440275283087, 0.7933496435483297] || Best Acc@1:83.540
[2025-09-04 14:55:38,772] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [14.285714149475098, 20.0, 24.210527420043945, 8.0], Test Loss [0.8086140751838684, 0.799818197886149, 0.8069872165981092, 0.9037561416625977]
[2025-09-04 14:55:38,796] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-04 14:55:49,907] [SEDG] [INFO] Epoch:32 || Train Acc@1  81.11 ( 80.35), Train Cla Loss 8.1810e+01 (8.5126e+01)
[2025-09-04 14:55:50,052] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [95.505615234375, 98.0, 76.92308044433594, 28.571428298950195, 10.714285850524902], Val Loss  [0.24652225180958096, 0.40729039907455444, 0.6038481363883386, 0.7824134968575978, 0.8206236107008797] || Best Acc@1:83.540
[2025-09-04 14:55:50,052] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [22.448978424072266, 27.77777862548828, 35.78947448730469, 13.333333969116211], Test Loss [0.8028026965199685, 0.7780351638793945, 0.7627848418135392, 0.9172011613845825]
[2025-09-04 14:55:50,083] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-04 14:56:01,480] [SEDG] [INFO] Epoch:33 || Train Acc@1  83.33 ( 80.83), Train Cla Loss 7.9326e+01 (8.3600e+01)
[2025-09-04 14:56:01,676] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [96.62921142578125, 98.0, 76.92308044433594, 29.761905670166016, 11.904762268066406], Val Loss  [0.21964442311378007, 0.35241490602493286, 0.5670348071790003, 0.7997535637446812, 0.8561638650440034] || Best Acc@1:83.540
[2025-09-04 14:56:01,676] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [19.387754440307617, 25.55555534362793, 32.6315803527832, 12.0], Test Loss [0.8257202262781105, 0.8004726502630446, 0.7816072012248793, 0.9465895692507426]
[2025-09-04 14:56:01,702] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-04 14:56:12,761] [SEDG] [INFO] Epoch:34 || Train Acc@1  85.83 ( 81.29), Train Cla Loss 7.4751e+01 (8.2468e+01)
[2025-09-04 14:56:12,902] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [97.7528076171875, 97.0, 75.82418060302734, 28.571428298950195, 10.714285850524902], Val Loss  [0.24931927042061022, 0.4082302749156952, 0.6261155487416865, 0.7977146548884255, 0.8061776047661191] || Best Acc@1:83.540
[2025-09-04 14:56:12,902] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [23.46938705444336, 30.0, 36.842105865478516, 14.666666984558105], Test Loss [0.7925066278905285, 0.7628896037737528, 0.7446260013078388, 0.8871792753537496]
[2025-09-04 14:56:12,929] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-04 14:56:23,953] [SEDG] [INFO] Epoch:35 || Train Acc@1  83.06 ( 82.04), Train Cla Loss 8.3288e+01 (8.0163e+01)
[2025-09-04 14:56:24,147] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [97.7528076171875, 96.0, 72.52747344970703, 26.19047737121582, 10.714285850524902], Val Loss  [0.2559448112262769, 0.4221680760383606, 0.6562633239305936, 0.8146227243400755, 0.8049252458981105] || Best Acc@1:83.540
[2025-09-04 14:56:24,147] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [20.40816307067871, 25.55555534362793, 29.47368621826172, 9.333333969116211], Test Loss [0.7939497208108708, 0.7652751141124301, 0.7493490921823602, 0.8874810536702474]
[2025-09-04 14:56:24,164] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-04 14:56:35,058] [SEDG] [INFO] Epoch:36 || Train Acc@1  80.28 ( 82.05), Train Cla Loss 7.6500e+01 (7.9317e+01)
[2025-09-04 14:56:35,199] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [95.505615234375, 97.0, 82.41758728027344, 45.238094329833984, 19.047618865966797], Val Loss  [0.24561938995055937, 0.3893468976020813, 0.6508509785264402, 0.8071020075253078, 0.7824111240250724] || Best Acc@1:83.540
[2025-09-04 14:56:35,199] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [14.285714149475098, 20.0, 26.3157901763916, 8.0], Test Loss [0.7825628178460258, 0.7640953130192227, 0.7476294323017723, 0.8697554270426432]
[2025-09-04 14:56:35,217] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-04 14:56:46,607] [SEDG] [INFO] Epoch:37 || Train Acc@1  84.44 ( 82.64), Train Cla Loss 7.3757e+01 (7.7340e+01)
[2025-09-04 14:56:46,806] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [96.62921142578125, 93.0, 59.340660095214844, 32.14285659790039, 30.952381134033203], Val Loss  [0.2433923797660999, 0.4227314889431, 0.6665123799344995, 0.8112256512755439, 0.7424345300311134] || Best Acc@1:83.540
[2025-09-04 14:56:46,806] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [7.142857074737549, 15.555556297302246, 22.10526466369629, 5.333333492279053], Test Loss [0.7661435713573378, 0.7625557714038425, 0.7513064679346586, 0.8423215945561727]
[2025-09-04 14:56:46,848] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-04 14:56:56,459] [SEDG] [INFO] Epoch:38 || Train Acc@1  81.67 ( 83.22), Train Cla Loss 7.9199e+01 (7.6233e+01)
[2025-09-04 14:56:56,626] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [100.0, 97.0, 79.12088012695312, 44.0476188659668, 25.0], Val Loss  [0.2121976933787378, 0.37106701731681824, 0.6675684091809032, 0.8485572607744307, 0.7644646806376321] || Best Acc@1:83.540
[2025-09-04 14:56:56,626] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [9.183672904968262, 15.555556297302246, 22.10526466369629, 5.333333492279053], Test Loss [0.7679904054622261, 0.7533560262786018, 0.7381199284603721, 0.8304414550463358]
[2025-09-04 14:56:56,645] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-04 14:57:05,615] [SEDG] [INFO] Epoch:39 || Train Acc@1  83.33 ( 83.78), Train Cla Loss 7.4981e+01 (7.4545e+01)
[2025-09-04 14:57:05,820] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [97.7528076171875, 96.0, 80.21977996826172, 47.619049072265625, 50.0], Val Loss  [0.2595611656649729, 0.4235147684812546, 0.6448269473327385, 0.8330887272244408, 0.7697463887078422] || Best Acc@1:83.540
[2025-09-04 14:57:05,820] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [51.020408630371094, 33.333335876464844, 26.3157901763916, 5.333333492279053], Test Loss [0.7438701038457909, 0.7254763642946879, 0.7188760450011805, 0.8062624533971151]
[2025-09-04 14:57:05,837] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-04 14:57:15,153] [SEDG] [INFO] Epoch:40 || Train Acc@1  87.50 ( 84.04), Train Cla Loss 6.0670e+01 (7.3245e+01)
[2025-09-04 14:57:15,279] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [100.0, 97.0, 82.41758728027344, 48.80952453613281, 50.0], Val Loss  [0.2063669480299682, 0.36129169166088104, 0.6226117827080109, 0.8267823741549537, 0.757023152850923] || Best Acc@1:83.540
[2025-09-04 14:57:15,279] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7101272210782889, 0.6896545754538642, 0.7008351840470967, 0.8116989930470785]
[2025-09-04 14:57:15,296] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-04 14:57:23,965] [SEDG] [INFO] Epoch:41 || Train Acc@1  83.89 ( 84.74), Train Cla Loss 7.4482e+01 (7.2037e+01)
[2025-09-04 14:57:24,089] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [96.62921142578125, 98.0, 82.41758728027344, 48.80952453613281, 50.0], Val Loss  [0.2434507484516401, 0.3663099706172943, 0.5881402918270656, 0.798726866642634, 0.7604259295122964] || Best Acc@1:83.540
[2025-09-04 14:57:24,090] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7093439527920314, 0.7082783381144205, 0.758413126594142, 0.8938557306925455]
[2025-09-04 14:57:24,107] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-04 14:57:33,071] [SEDG] [INFO] Epoch:42 || Train Acc@1  81.11 ( 85.11), Train Cla Loss 7.9215e+01 (7.0268e+01)
[2025-09-04 14:57:33,219] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [100.0, 96.0, 80.21977996826172, 47.619049072265625, 50.0], Val Loss  [0.18423462918635164, 0.3357393592596054, 0.6256532086120857, 0.8524313356195178, 0.7910000256129673] || Best Acc@1:83.540
[2025-09-04 14:57:33,219] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7147178722887623, 0.7027754386266073, 0.7490449014462923, 0.8843656977017721]
[2025-09-04 14:57:33,236] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-04 14:57:42,226] [SEDG] [INFO] Epoch:43 || Train Acc@1  85.00 ( 85.36), Train Cla Loss 6.8623e+01 (6.9322e+01)
[2025-09-04 14:57:42,389] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [98.87640380859375, 97.0, 81.31867980957031, 48.80952453613281, 50.0], Val Loss  [0.1720271860615591, 0.2900175154209137, 0.6044004192719092, 0.8765852791922433, 0.8042404240085965] || Best Acc@1:83.540
[2025-09-04 14:57:42,389] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7203093596867153, 0.7164267102877299, 0.7851194425633079, 0.9181102712949117]
[2025-09-04 14:57:42,406] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-04 14:57:51,749] [SEDG] [INFO] Epoch:44 || Train Acc@1  85.56 ( 85.94), Train Cla Loss 6.6143e+01 (6.7446e+01)
[2025-09-04 14:57:51,881] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [97.7528076171875, 97.0, 80.21977996826172, 47.619049072265625, 50.0], Val Loss  [0.21884051450852599, 0.34511053562164307, 0.6402424888296442, 0.87599126072157, 0.7416521665595827] || Best Acc@1:83.540
[2025-09-04 14:57:51,881] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6797394302426553, 0.7002982828352187, 0.791240886638039, 0.8561533490816752]
[2025-09-04 14:57:51,901] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-04 14:58:01,064] [SEDG] [INFO] Epoch:45 || Train Acc@1  86.67 ( 86.39), Train Cla Loss 7.1519e+01 (6.6126e+01)
[2025-09-04 14:58:01,224] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [95.505615234375, 97.0, 80.21977996826172, 47.619049072265625, 50.0], Val Loss  [0.19935993682802394, 0.3414013832807541, 0.6489968476714668, 0.8824878193083263, 0.7165140594754901] || Best Acc@1:83.540
[2025-09-04 14:58:01,224] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6654554362199745, 0.7114229996999105, 0.8186872821105154, 0.8752282857894897]
[2025-09-04 14:58:01,241] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-04 14:58:10,293] [SEDG] [INFO] Epoch:46 || Train Acc@1  85.83 ( 86.76), Train Cla Loss 6.3948e+01 (6.5054e+01)
[2025-09-04 14:58:10,474] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [100.0, 94.0, 71.42857360839844, 47.619049072265625, 50.0], Val Loss  [0.202573584539167, 0.3751765936613083, 0.6922524885816889, 0.8565742557957059, 0.6504829355648586] || Best Acc@1:83.540
[2025-09-04 14:58:10,474] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6427572795322963, 0.752797954612308, 0.9134957633520427, 0.898642877737681]
[2025-09-04 14:58:10,503] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-04 14:58:19,479] [SEDG] [INFO] Epoch:47 || Train Acc@1  86.67 ( 87.13), Train Cla Loss 6.7901e+01 (6.4300e+01)
[2025-09-04 14:58:19,713] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [100.0, 93.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.1740656319294083, 0.3227737545967102, 0.6592135213233612, 0.8952940588905698, 0.6931560805865696] || Best Acc@1:83.540
[2025-09-04 14:58:19,713] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6934532912410035, 0.8246800104777018, 1.0032287773333097, 1.0099584261576335]
[2025-09-04 14:58:19,758] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-04 14:58:28,809] [SEDG] [INFO] Epoch:48 || Train Acc@1  90.00 ( 87.43), Train Cla Loss 5.6567e+01 (6.2730e+01)
[2025-09-04 14:58:29,020] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [100.0, 92.0, 69.23077392578125, 47.619049072265625, 50.0], Val Loss  [0.18711139864466164, 0.37029507756233215, 0.7283738622298608, 0.8944235188620431, 0.6063917846906752] || Best Acc@1:83.540
[2025-09-04 14:58:29,020] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.5736470368443704, 0.6586894128057692, 0.8118529821697035, 0.7903334895769755]
[2025-09-04 14:58:29,036] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-04 14:58:38,190] [SEDG] [INFO] Epoch:49 || Train Acc@1  88.06 ( 87.74), Train Cla Loss 5.7691e+01 (6.1463e+01)
[2025-09-04 14:58:38,322] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [100.0, 92.0, 69.23077392578125, 47.619049072265625, 50.0], Val Loss  [0.17995707154943702, 0.3303254246711731, 0.6918901349162008, 0.9025163125424158, 0.6309095734641665] || Best Acc@1:83.540
[2025-09-04 14:58:38,323] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6243888297859503, 0.7300551732381185, 0.9055914125944439, 0.8696915507316589]
[2025-09-04 14:58:38,349] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-04 14:58:38,512] [SEDG] [INFO] Val  Acc@1: [94.38202667236328, 92.0, 95.60440063476562, 83.33333587646484, 52.38095474243164], Val Loss  [0.4297261576304275, 0.4722428023815155, 0.42389625998643726, 0.4476017902294795, 0.8785647792475564]
[2025-09-04 14:58:38,513] [SEDG] [INFO] Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.9764613594327655, 1.1119352579116821, 1.2106770151539852, 1.0433251857757568]
[2025-09-04 14:58:38,513] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-04 14:58:38,515] [SEDG] [INFO] Val  Mean&Var: [(94.4359, 0.30822372), (92.0, 2.8284283), (95.34146, 1.8798676), (83.17647, 0.582325), (52.941177, 2.0797253)]
[2025-09-04 14:58:38,515] [SEDG] [INFO] Test  Mean&Var: [(55.0, 3.535534), (54.75, 1.9445438), (49.0, 6.363962), (50.0, 1.4142132)]
