[2025-06-01 23:43:38,764] [SEDG] [INFO] 
[2025-06-01 23:43:38,765] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 23:45:12,438] [SEDG] [INFO] Epoch:0 || Train Acc@1  50.00 ( 50.41), Train Cla Loss 2.3985e+02 (3.3492e+02)
[2025-06-01 23:45:12,887] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [32.0, 47.0, 58.0, 50.0, 57.0], Val Loss  [0.7937305569648743, 0.7087410688400269, 0.6658828854560852, 0.7416286468505859, 0.7454210221767426] || Best Acc@1:48.800
[2025-06-01 23:45:12,887] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8759351372718811, 1.254797101020813, 1.6349340081214905, 1.6793299317359924, 2.530839204788208, 2.5133661031723022, 2.258644938468933, 2.501908540725708, 3.133429169654846, 2.418457865715027]
[2025-06-01 23:45:12,922] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 23:46:27,414] [SEDG] [INFO] Epoch:1 || Train Acc@1  49.72 ( 50.33), Train Cla Loss 2.4033e+02 (2.2840e+02)
[2025-06-01 23:46:28,103] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [32.0, 45.0, 55.0, 52.0, 55.0], Val Loss  [0.7703274488449097, 0.6992080211639404, 0.6654333472251892, 0.7515757977962494, 0.7515691816806793] || Best Acc@1:48.800
[2025-06-01 23:46:28,103] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8865579664707184, 1.2930973768234253, 1.7222303748130798, 1.7929312586784363, 2.69594144821167, 2.6557230949401855, 2.3990743160247803, 2.6727919578552246, 3.3315001726150513, 2.562756299972534]
[2025-06-01 23:46:28,121] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 23:48:00,348] [SEDG] [INFO] Epoch:2 || Train Acc@1  47.22 ( 50.01), Train Cla Loss 2.2305e+02 (2.2487e+02)
[2025-06-01 23:48:00,825] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [32.0, 41.0, 51.0, 49.0, 55.0], Val Loss  [0.7757134437561035, 0.7148067951202393, 0.675582617521286, 0.7502299547195435, 0.7436610758304596] || Best Acc@1:48.800
[2025-06-01 23:48:00,825] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8585673868656158, 1.2176619172096252, 1.5948337316513062, 1.6515176892280579, 2.462172508239746, 2.40738844871521, 2.155840039253235, 2.3996076583862305, 3.0363796949386597, 2.3445485830307007]
[2025-06-01 23:48:00,852] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 23:49:38,182] [SEDG] [INFO] Epoch:3 || Train Acc@1  50.83 ( 50.71), Train Cla Loss 2.2255e+02 (2.1635e+02)
[2025-06-01 23:49:38,842] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [32.0, 41.0, 50.0, 47.0, 54.0], Val Loss  [0.7690752744674683, 0.7166966795921326, 0.684075117111206, 0.755050003528595, 0.7513439357280731] || Best Acc@1:48.800
[2025-06-01 23:49:38,842] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8660293221473694, 1.2200183272361755, 1.5699797868728638, 1.592079997062683, 2.322807550430298, 2.2600202560424805, 2.0108378529548645, 2.221959948539734, 2.807219386100769, 2.1590954065322876]
[2025-06-01 23:49:38,876] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 23:51:03,526] [SEDG] [INFO] Epoch:4 || Train Acc@1  53.06 ( 50.15), Train Cla Loss 1.9973e+02 (2.1492e+02)
[2025-06-01 23:51:04,115] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [32.0, 41.0, 51.0, 49.0, 55.0], Val Loss  [0.7604117393493652, 0.7139902412891388, 0.6845670342445374, 0.7535018920898438, 0.7563241422176361] || Best Acc@1:48.800
[2025-06-01 23:51:04,116] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8698744475841522, 1.2111510634422302, 1.52882719039917, 1.5416266322135925, 2.235217571258545, 2.1621533632278442, 1.9034027457237244, 2.0853017568588257, 2.640079379081726, 2.042423665523529]
[2025-06-01 23:51:04,144] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 23:52:30,182] [SEDG] [INFO] Epoch:5 || Train Acc@1  51.67 ( 50.19), Train Cla Loss 2.1549e+02 (2.1217e+02)
[2025-06-01 23:52:30,785] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [32.0, 44.0, 50.0, 49.0, 54.0], Val Loss  [0.7516199052333832, 0.7103599607944489, 0.6816320717334747, 0.7491309344768524, 0.7567053437232971] || Best Acc@1:48.800
[2025-06-01 23:52:30,785] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.862385094165802, 1.1877552270889282, 1.480358600616455, 1.4893327355384827, 2.1459776759147644, 2.0692330598831177, 1.816690444946289, 1.9898841381072998, 2.5287047624588013, 1.962277889251709]
[2025-06-01 23:52:30,868] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 23:54:15,031] [SEDG] [INFO] Epoch:6 || Train Acc@1  49.72 ( 50.17), Train Cla Loss 2.1228e+02 (2.0726e+02)
[2025-06-01 23:54:15,446] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [32.0, 44.0, 53.0, 51.0, 54.0], Val Loss  [0.7425296604633331, 0.70529904961586, 0.681960254907608, 0.7526337802410126, 0.7619473934173584] || Best Acc@1:48.800
[2025-06-01 23:54:15,447] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8685589730739594, 1.187696635723114, 1.4859973788261414, 1.4806875586509705, 2.0857595205307007, 1.979139268398285, 1.7378107905387878, 1.9128435850143433, 2.4385783672332764, 1.8964791893959045]
[2025-06-01 23:54:15,491] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 23:55:39,497] [SEDG] [INFO] Epoch:7 || Train Acc@1  45.00 ( 50.20), Train Cla Loss 2.0813e+02 (2.0469e+02)
[2025-06-01 23:55:40,002] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [32.0, 44.0, 51.0, 50.0, 54.0], Val Loss  [0.7364464402198792, 0.7039523422718048, 0.6862674653530121, 0.7590359747409821, 0.7630062103271484] || Best Acc@1:48.800
[2025-06-01 23:55:40,002] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8530476093292236, 1.1450614929199219, 1.4316717982292175, 1.4197694659233093, 1.9766493439674377, 1.8626784086227417, 1.6360368132591248, 1.8007109761238098, 2.307186722755432, 1.8017160296440125]
[2025-06-01 23:55:40,018] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 23:56:56,163] [SEDG] [INFO] Epoch:8 || Train Acc@1  51.94 ( 49.88), Train Cla Loss 1.8766e+02 (2.0221e+02)
[2025-06-01 23:56:56,591] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [32.0, 42.0, 49.0, 49.0, 54.0], Val Loss  [0.7305633425712585, 0.7034198343753815, 0.6911031305789948, 0.7622097730636597, 0.7563977837562561] || Best Acc@1:48.800
[2025-06-01 23:56:56,591] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8241375684738159, 1.0825157165527344, 1.3475518822669983, 1.3339822888374329, 1.8487597107887268, 1.737991988658905, 1.527785301208496, 1.6822781562805176, 2.1601147651672363, 1.6923089027404785]
[2025-06-01 23:56:56,611] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 23:58:09,761] [SEDG] [INFO] Epoch:9 || Train Acc@1  55.28 ( 49.88), Train Cla Loss 1.7782e+02 (1.9775e+02)
[2025-06-01 23:58:10,128] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [32.0, 38.0, 45.0, 44.0, 54.0], Val Loss  [0.725911408662796, 0.7049360275268555, 0.6996142268180847, 0.7666520476341248, 0.75054532289505] || Best Acc@1:48.800
[2025-06-01 23:58:10,128] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.8010060489177704, 1.0285645127296448, 1.264736294746399, 1.2388327717781067, 1.6885417103767395, 1.576831042766571, 1.388756513595581, 1.5347344279289246, 1.981701672077179, 1.5666942596435547]
[2025-06-01 23:58:10,146] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 23:59:15,840] [SEDG] [INFO] Epoch:10 || Train Acc@1  48.33 ( 50.07), Train Cla Loss 1.9219e+02 (1.9434e+02)
[2025-06-02 00:00:22,607] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [32.0, 36.0, 42.0, 41.0, 53.0], Val Loss  [0.7214599251747131, 0.705237865447998, 0.7042677700519562, 0.7689894735813141, 0.7444537281990051] || Best Acc@1:48.800
[2025-06-02 00:00:22,607] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7854281365871429, 0.9928666353225708, 1.2109099626541138, 1.1807101368904114, 1.5922273993492126, 1.4829684495925903, 1.3080143928527832, 1.4472911357879639, 1.874387800693512, 1.4866034984588623]
[2025-06-02 00:00:22,623] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 00:01:39,131] [SEDG] [INFO] Epoch:11 || Train Acc@1  53.33 ( 50.36), Train Cla Loss 1.8322e+02 (1.8946e+02)
[2025-06-02 00:01:39,496] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [32.0, 36.0, 41.0, 39.0, 52.0], Val Loss  [0.718693882226944, 0.7065865099430084, 0.7082473337650299, 0.7682134509086609, 0.7399623692035675] || Best Acc@1:48.800
[2025-06-02 00:01:39,496] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7732664048671722, 0.959801197052002, 1.153524100780487, 1.11746746301651, 1.4866745471954346, 1.3801541924476624, 1.2185202240943909, 1.3512943983078003, 1.7547582387924194, 1.3988699913024902]
[2025-06-02 00:01:39,528] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 00:03:28,798] [SEDG] [INFO] Epoch:12 || Train Acc@1  50.83 ( 50.27), Train Cla Loss 1.9482e+02 (1.8700e+02)
[2025-06-02 00:03:29,265] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [32.0, 35.0, 38.0, 35.0, 52.0], Val Loss  [0.7149336040019989, 0.706731915473938, 0.7103676199913025, 0.7687549591064453, 0.737143486738205] || Best Acc@1:48.800
[2025-06-02 00:03:29,265] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7693912088871002, 0.9497087299823761, 1.1315187215805054, 1.0836234092712402, 1.4192784428596497, 1.3130874633789062, 1.16191166639328, 1.2901378273963928, 1.6801525950431824, 1.3462576866149902]
[2025-06-02 00:03:29,298] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 00:04:46,552] [SEDG] [INFO] Epoch:13 || Train Acc@1  55.00 ( 50.18), Train Cla Loss 1.8080e+02 (1.8495e+02)
[2025-06-02 00:04:46,893] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [32.0, 35.0, 39.0, 37.0, 51.0], Val Loss  [0.7107687890529633, 0.705902099609375, 0.712614506483078, 0.7673967778682709, 0.7352730333805084] || Best Acc@1:48.800
[2025-06-02 00:04:46,893] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7650887966156006, 0.9300381541252136, 1.0935207605361938, 1.043272078037262, 1.3539695739746094, 1.2514513731002808, 1.1089044213294983, 1.2310802340507507, 1.6031429767608643, 1.286699891090393]
[2025-06-02 00:04:46,910] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 00:06:32,612] [SEDG] [INFO] Epoch:14 || Train Acc@1  47.78 ( 50.17), Train Cla Loss 1.8513e+02 (1.8172e+02)
[2025-06-02 00:06:32,980] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [32.0, 34.0, 37.0, 34.0, 51.0], Val Loss  [0.7083978652954102, 0.7060344219207764, 0.7143849730491638, 0.7658306658267975, 0.7366361618041992] || Best Acc@1:48.800
[2025-06-02 00:06:32,981] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7688243091106415, 0.9289208948612213, 1.0746186971664429, 1.0149300396442413, 1.301265299320221, 1.2023033499717712, 1.0660535991191864, 1.178248941898346, 1.5278692841529846, 1.2293701767921448]
[2025-06-02 00:06:33,014] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 00:07:47,061] [SEDG] [INFO] Epoch:15 || Train Acc@1  50.00 ( 50.10), Train Cla Loss 1.7072e+02 (1.7888e+02)
[2025-06-02 00:07:47,399] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [32.0, 32.0, 37.0, 36.0, 52.0], Val Loss  [0.7050164341926575, 0.704622894525528, 0.715707540512085, 0.7647692263126373, 0.736933708190918] || Best Acc@1:48.800
[2025-06-02 00:07:47,399] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7673307061195374, 0.9202864766120911, 1.0550648868083954, 0.9921435415744781, 1.2641358375549316, 1.1680605709552765, 1.0378167033195496, 1.1448646783828735, 1.4770174622535706, 1.1854994297027588]
[2025-06-02 00:07:47,415] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 00:10:18,839] [SEDG] [INFO] Epoch:16 || Train Acc@1  49.17 ( 50.17), Train Cla Loss 1.7690e+02 (1.7535e+02)
[2025-06-02 00:10:19,173] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [34.0, 34.0, 38.0, 35.0, 52.0], Val Loss  [0.7021473348140717, 0.7033825814723969, 0.7158372104167938, 0.7593992650508881, 0.7343145608901978] || Best Acc@1:48.800
[2025-06-02 00:10:19,173] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7633882462978363, 0.9086636304855347, 1.0310683846473694, 0.9653635919094086, 1.2165449857711792, 1.1221694946289062, 0.9966122806072235, 1.0950214266777039, 1.408535897731781, 1.1336685419082642]
[2025-06-02 00:10:19,205] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 00:11:37,154] [SEDG] [INFO] Epoch:17 || Train Acc@1  50.56 ( 50.08), Train Cla Loss 1.7605e+02 (1.7336e+02)
[2025-06-02 00:11:37,444] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [32.0, 30.0, 35.0, 34.0, 52.0], Val Loss  [0.7008223533630371, 0.7038872838020325, 0.7175326347351074, 0.7560144066810608, 0.7327312231063843] || Best Acc@1:48.800
[2025-06-02 00:11:37,444] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7603014409542084, 0.8985765278339386, 1.0111255943775177, 0.9424848258495331, 1.1739901900291443, 1.0814955234527588, 0.9628275632858276, 1.0547643899917603, 1.3508158922195435, 1.0891378223896027]
[2025-06-02 00:11:37,475] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 00:12:56,487] [SEDG] [INFO] Epoch:18 || Train Acc@1  47.78 ( 50.26), Train Cla Loss 1.8047e+02 (1.7016e+02)
[2025-06-02 00:12:56,845] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [33.0, 34.0, 33.0, 35.0, 53.0], Val Loss  [0.6983596384525299, 0.7030491828918457, 0.7180043756961823, 0.753637969493866, 0.733799546957016] || Best Acc@1:48.800
[2025-06-02 00:12:56,845] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7615426778793335, 0.8992663621902466, 1.007365345954895, 0.9350769817829132, 1.1606296300888062, 1.0677140355110168, 0.9506641924381256, 1.0373445749282837, 1.318359375, 1.0599546134471893]
[2025-06-02 00:12:56,876] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 00:14:16,046] [SEDG] [INFO] Epoch:19 || Train Acc@1  47.22 ( 49.84), Train Cla Loss 1.7310e+02 (1.6853e+02)
[2025-06-02 00:14:16,483] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [34.0, 34.0, 33.0, 34.0, 53.0], Val Loss  [0.697560727596283, 0.7030356228351593, 0.7176027297973633, 0.7493008673191071, 0.7328541576862335] || Best Acc@1:48.800
[2025-06-02 00:14:16,483] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7567083239555359, 0.886037677526474, 0.984155684709549, 0.9140682518482208, 1.1231229901313782, 1.030953049659729, 0.9177353978157043, 0.9970431625843048, 1.2603321075439453, 1.0150318443775177]
[2025-06-02 00:14:16,503] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 00:15:23,918] [SEDG] [INFO] Epoch:20 || Train Acc@1  50.00 ( 50.07), Train Cla Loss 1.5989e+02 (1.6553e+02)
[2025-06-02 00:15:24,278] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [35.0, 34.0, 32.0, 32.0, 53.0], Val Loss  [0.6963431537151337, 0.7022965848445892, 0.7169488072395325, 0.7464694678783417, 0.7323406040668488] || Best Acc@1:48.800
[2025-06-02 00:15:24,278] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7531011402606964, 0.8777112662792206, 0.9703047871589661, 0.9020471274852753, 1.101377546787262, 1.0104558169841766, 0.9004108309745789, 0.974977433681488, 1.2217432856559753, 0.9824606478214264]
[2025-06-02 00:15:24,296] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 00:16:34,602] [SEDG] [INFO] Epoch:21 || Train Acc@1  55.28 ( 50.05), Train Cla Loss 1.5185e+02 (1.6358e+02)
[2025-06-02 00:16:35,004] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [17.0, 32.0, 29.0, 29.0, 52.0], Val Loss  [0.6961444914340973, 0.702329695224762, 0.7170054018497467, 0.7441161274909973, 0.7299586236476898] || Best Acc@1:48.800
[2025-06-02 00:16:35,005] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7470323145389557, 0.8608269989490509, 0.9465275406837463, 0.8816651701927185, 1.070071041584015, 0.9831341505050659, 0.8785828053951263, 0.9491721391677856, 1.1789308190345764, 0.9466290771961212]
[2025-06-02 00:16:35,021] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 00:17:41,570] [SEDG] [INFO] Epoch:22 || Train Acc@1  50.56 ( 50.25), Train Cla Loss 1.6013e+02 (1.6163e+02)
[2025-06-02 00:17:41,938] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [35.0, 26.0, 26.0, 32.0, 54.0], Val Loss  [0.6942032277584076, 0.7004201114177704, 0.7141624391078949, 0.739835798740387, 0.7285254597663879] || Best Acc@1:48.800
[2025-06-02 00:17:41,938] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7438154220581055, 0.8534727692604065, 0.9299851357936859, 0.8640917241573334, 1.0420118272304535, 0.9585167467594147, 0.8567782640457153, 0.9203904271125793, 1.132187008857727, 0.9128170013427734]
[2025-06-02 00:17:41,958] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 00:19:01,786] [SEDG] [INFO] Epoch:23 || Train Acc@1  52.22 ( 50.15), Train Cla Loss 1.5949e+02 (1.5976e+02)
[2025-06-02 00:19:02,182] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [49.0, 29.0, 22.0, 30.0, 50.0], Val Loss  [0.6938313245773315, 0.7006199359893799, 0.7146154046058655, 0.7382756769657135, 0.7261697947978973] || Best Acc@1:48.800
[2025-06-02 00:19:02,182] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7357074320316315, 0.8307653963565826, 0.8954939246177673, 0.8369201421737671, 0.9923488795757294, 0.9147208333015442, 0.82123664021492, 0.8789048492908478, 1.0727564096450806, 0.8707583546638489]
[2025-06-02 00:19:02,198] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 00:24:31,126] [SEDG] [INFO] Epoch:24 || Train Acc@1  47.78 ( 49.81), Train Cla Loss 1.5732e+02 (1.5854e+02)
[2025-06-02 00:24:31,783] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [52.0, 34.0, 22.0, 29.0, 49.0], Val Loss  [0.6938956081867218, 0.7004324197769165, 0.7130696475505829, 0.7358653545379639, 0.724553257226944] || Best Acc@1:48.800
[2025-06-02 00:24:31,798] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7311052978038788, 0.8141534626483917, 0.8715384006500244, 0.8188454806804657, 0.958613246679306, 0.8851656317710876, 0.7977635264396667, 0.8502937853336334, 1.0281360745429993, 0.8386556506156921]
[2025-06-02 00:24:31,838] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 00:26:22,613] [SEDG] [INFO] Epoch:25 || Train Acc@1  47.22 ( 49.89), Train Cla Loss 1.5349e+02 (1.5601e+02)
[2025-06-02 00:26:23,047] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [56.0, 38.0, 23.0, 27.0, 49.0], Val Loss  [0.6934039294719696, 0.6989964544773102, 0.7104112207889557, 0.7327573597431183, 0.7212188243865967] || Best Acc@1:48.800
[2025-06-02 00:26:23,048] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7267003357410431, 0.8049615323543549, 0.8545607030391693, 0.8028261065483093, 0.9328395128250122, 0.8640426695346832, 0.7802453935146332, 0.8273784220218658, 0.9899081289768219, 0.8131240606307983]
[2025-06-02 00:26:23,074] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 00:27:42,440] [SEDG] [INFO] Epoch:26 || Train Acc@1  47.22 ( 49.97), Train Cla Loss 1.5325e+02 (1.5437e+02)
[2025-06-02 00:27:42,804] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [49.0, 29.0, 18.0, 27.0, 47.0], Val Loss  [0.6943171918392181, 0.7003767788410187, 0.7103140950202942, 0.7304620742797852, 0.7194777131080627] || Best Acc@1:48.800
[2025-06-02 00:27:42,804] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7238761484622955, 0.7920635044574738, 0.835116446018219, 0.7892300188541412, 0.9007304310798645, 0.8356159031391144, 0.7575687170028687, 0.8000291287899017, 0.9491316676139832, 0.7880294322967529]
[2025-06-02 00:27:42,832] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 00:28:55,194] [SEDG] [INFO] Epoch:27 || Train Acc@1  49.44 ( 50.19), Train Cla Loss 1.5310e+02 (1.5274e+02)
[2025-06-02 00:28:55,559] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [57.0, 40.0, 24.0, 27.0, 49.0], Val Loss  [0.6930978000164032, 0.6974688172340393, 0.7056699693202972, 0.7267950475215912, 0.7176289260387421] || Best Acc@1:48.800
[2025-06-02 00:28:55,560] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7225717902183533, 0.7841720581054688, 0.8262132108211517, 0.7829969525337219, 0.8876771330833435, 0.8228172659873962, 0.7436473071575165, 0.7811574935913086, 0.9173222482204437, 0.7689329385757446]
[2025-06-02 00:28:55,590] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 00:30:01,535] [SEDG] [INFO] Epoch:28 || Train Acc@1  48.33 ( 50.11), Train Cla Loss 1.5495e+02 (1.5172e+02)
[2025-06-02 00:30:01,999] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [59.0, 39.0, 24.0, 28.0, 49.0], Val Loss  [0.6927589178085327, 0.6975203454494476, 0.7060719430446625, 0.7272838652133942, 0.7175740599632263] || Best Acc@1:48.800
[2025-06-02 00:30:01,999] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7222019135951996, 0.775302529335022, 0.8120479583740234, 0.772029310464859, 0.8628651797771454, 0.8015210330486298, 0.7276530861854553, 0.761927455663681, 0.8869470655918121, 0.7516840994358063]
[2025-06-02 00:30:02,015] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 00:31:19,521] [SEDG] [INFO] Epoch:29 || Train Acc@1  48.33 ( 49.84), Train Cla Loss 1.5490e+02 (1.5031e+02)
[2025-06-02 00:31:19,964] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [59.0, 40.0, 26.0, 29.0, 49.0], Val Loss  [0.6927221417427063, 0.6962322890758514, 0.7031127512454987, 0.7224855422973633, 0.7155685722827911] || Best Acc@1:48.800
[2025-06-02 00:31:19,964] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7204044461250305, 0.7666749656200409, 0.7989404797554016, 0.7617210149765015, 0.8390103876590729, 0.7810520231723785, 0.7118419408798218, 0.7427358031272888, 0.8575158417224884, 0.7353643476963043]
[2025-06-02 00:31:19,982] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 00:32:37,345] [SEDG] [INFO] Epoch:30 || Train Acc@1  51.11 ( 49.81), Train Cla Loss 1.4369e+02 (1.4926e+02)
[2025-06-02 00:32:37,751] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [55.0, 36.0, 25.0, 22.0, 41.0], Val Loss  [0.6935822665691376, 0.6970029771327972, 0.7038405239582062, 0.722874790430069, 0.7166868448257446] || Best Acc@1:48.800
[2025-06-02 00:32:37,751] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [56.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7210747003555298, 0.7603277266025543, 0.7892273366451263, 0.7539172470569611, 0.8217533826828003, 0.7671933472156525, 0.7026796638965607, 0.730906218290329, 0.8363344073295593, 0.7242045998573303]
[2025-06-02 00:32:37,782] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 00:33:56,066] [SEDG] [INFO] Epoch:31 || Train Acc@1  49.72 ( 50.01), Train Cla Loss 1.4591e+02 (1.4803e+02)
[2025-06-02 00:33:56,455] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [53.0, 40.0, 29.0, 24.0, 41.0], Val Loss  [0.6928532421588898, 0.6945512294769287, 0.7007512152194977, 0.7186980843544006, 0.7159880697727203] || Best Acc@1:48.800
[2025-06-02 00:33:56,455] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [56.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7208134531974792, 0.7532084286212921, 0.7774320840835571, 0.7457990944385529, 0.7981927692890167, 0.7462188899517059, 0.6876140236854553, 0.7119292318820953, 0.8037573993206024, 0.7079227864742279]
[2025-06-02 00:33:56,476] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 00:35:46,292] [SEDG] [INFO] Epoch:32 || Train Acc@1  48.06 ( 50.21), Train Cla Loss 1.5045e+02 (1.4681e+02)
[2025-06-02 00:35:46,697] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [48.0, 30.0, 22.0, 21.0, 36.0], Val Loss  [0.6933425664901733, 0.6955621242523193, 0.7015868723392487, 0.718416303396225, 0.716629147529602] || Best Acc@1:48.800
[2025-06-02 00:35:46,697] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [54.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7216924428939819, 0.7508744299411774, 0.7715334892272949, 0.7384477853775024, 0.7849332392215729, 0.7374849617481232, 0.683483898639679, 0.7050794959068298, 0.7896397113800049, 0.7022870182991028]
[2025-06-02 00:35:46,723] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 00:36:58,976] [SEDG] [INFO] Epoch:33 || Train Acc@1  50.00 ( 49.88), Train Cla Loss 1.4536e+02 (1.4588e+02)
[2025-06-02 00:36:59,301] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [68.0, 56.0, 42.0, 30.0, 44.0], Val Loss  [0.6921977996826172, 0.6931717991828918, 0.6978958249092102, 0.7137398719787598, 0.7129373252391815] || Best Acc@1:48.800
[2025-06-02 00:36:59,301] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [56.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7190006077289581, 0.7479833662509918, 0.7659110724925995, 0.7305138111114502, 0.7731458246707916, 0.7281074821949005, 0.6773417294025421, 0.6969836056232452, 0.7726483643054962, 0.693603903055191]
[2025-06-02 00:36:59,332] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 00:38:14,515] [SEDG] [INFO] Epoch:34 || Train Acc@1  49.72 ( 49.91), Train Cla Loss 1.4539e+02 (1.4502e+02)
[2025-06-02 00:38:14,923] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [67.0, 46.0, 29.0, 18.0, 35.0], Val Loss  [0.6927505433559418, 0.6941485106945038, 0.6986773014068604, 0.7108995914459229, 0.7115665376186371] || Best Acc@1:48.800
[2025-06-02 00:38:14,923] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [50.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7179345488548279, 0.7397606372833252, 0.7524732649326324, 0.7189840972423553, 0.7544116973876953, 0.7175239622592926, 0.6730898916721344, 0.6885995268821716, 0.7545682191848755, 0.6861614286899567]
[2025-06-02 00:38:14,950] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 00:39:38,474] [SEDG] [INFO] Epoch:35 || Train Acc@1  53.06 ( 49.80), Train Cla Loss 1.4621e+02 (1.4469e+02)
[2025-06-02 00:39:38,906] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [68.0, 54.0, 36.0, 24.0, 35.0], Val Loss  [0.6921932399272919, 0.6936647295951843, 0.6980681121349335, 0.710181325674057, 0.7117747664451599] || Best Acc@1:48.800
[2025-06-02 00:39:38,906] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [48.0, 48.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7185240983963013, 0.7367717623710632, 0.7463642954826355, 0.7159094512462616, 0.7443894147872925, 0.7111546695232391, 0.6716969609260559, 0.6850968301296234, 0.7422981560230255, 0.6837335526943207]
[2025-06-02 00:39:38,933] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 00:41:03,123] [SEDG] [INFO] Epoch:36 || Train Acc@1  50.56 ( 49.92), Train Cla Loss 1.4468e+02 (1.4361e+02)
[2025-06-02 00:41:03,595] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [68.0, 56.0, 40.0, 28.0, 36.0], Val Loss  [0.6923404633998871, 0.6936540007591248, 0.6967624723911285, 0.7078311443328857, 0.7092902362346649] || Best Acc@1:48.800
[2025-06-02 00:41:03,595] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [49.0, 48.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7156181931495667, 0.7308779060840607, 0.7385348975658417, 0.7104045450687408, 0.7359289228916168, 0.7071825265884399, 0.6716760098934174, 0.6824226975440979, 0.733020007610321, 0.6813554763793945]
[2025-06-02 00:41:03,626] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 00:42:28,184] [SEDG] [INFO] Epoch:37 || Train Acc@1  51.11 ( 50.26), Train Cla Loss 1.4351e+02 (1.4292e+02)
[2025-06-02 00:42:28,485] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [66.0, 50.0, 33.0, 19.0, 27.0], Val Loss  [0.69271519780159, 0.693630039691925, 0.696880042552948, 0.7078927457332611, 0.7119862735271454] || Best Acc@1:48.800
[2025-06-02 00:42:28,486] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [36.0, 46.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7189442217350006, 0.730037659406662, 0.7349930703639984, 0.7090505659580231, 0.7284639179706573, 0.7023134231567383, 0.6709731221199036, 0.6806961297988892, 0.724362850189209, 0.681259423494339]
[2025-06-02 00:42:28,502] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-02 00:43:51,249] [SEDG] [INFO] Epoch:38 || Train Acc@1  46.67 ( 50.00), Train Cla Loss 1.4317e+02 (1.4231e+02)
[2025-06-02 00:43:51,724] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [56.0, 45.0, 52.0, 39.0, 39.0], Val Loss  [0.6930164694786072, 0.692621648311615, 0.6929867267608643, 0.7020798921585083, 0.7064435482025146] || Best Acc@1:48.800
[2025-06-02 00:43:51,724] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [43.0, 46.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7133926451206207, 0.7228577136993408, 0.7273916900157928, 0.7036726474761963, 0.7204044163227081, 0.697731077671051, 0.6715249419212341, 0.6798433363437653, 0.7162540853023529, 0.6813610792160034]
[2025-06-02 00:43:51,741] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-02 00:45:09,859] [SEDG] [INFO] Epoch:39 || Train Acc@1  48.89 ( 50.22), Train Cla Loss 1.4003e+02 (1.4176e+02)
[2025-06-02 00:45:10,198] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [69.0, 55.0, 42.0, 24.0, 28.0], Val Loss  [0.6928386092185974, 0.6928841173648834, 0.6941276490688324, 0.7020043432712555, 0.7072364687919617] || Best Acc@1:48.800
[2025-06-02 00:45:10,199] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [34.0, 44.0, 47.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7127103209495544, 0.7191512286663055, 0.7224359214305878, 0.7021604180335999, 0.7144163250923157, 0.69582399725914, 0.6738860309123993, 0.6803662180900574, 0.7109407186508179, 0.682893842458725]
[2025-06-02 00:45:10,215] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-02 00:46:28,774] [SEDG] [INFO] Epoch:40 || Train Acc@1  50.56 ( 50.03), Train Cla Loss 1.4059e+02 (1.4137e+02)
[2025-06-02 00:46:29,355] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [68.0, 57.0, 46.0, 42.0, 47.0], Val Loss  [0.6925258040428162, 0.6925418078899384, 0.6915722787380219, 0.6940892040729523, 0.6960338950157166] || Best Acc@1:52.000
[2025-06-02 00:46:29,355] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [52.0, 47.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7000136077404022, 0.7069765031337738, 0.710837334394455, 0.6947918236255646, 0.7080762088298798, 0.6930916905403137, 0.6754204034805298, 0.6808736324310303, 0.7062977254390717, 0.684131532907486]
[2025-06-02 00:46:29,383] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-02 00:47:38,063] [SEDG] [INFO] Epoch:41 || Train Acc@1  50.56 ( 50.04), Train Cla Loss 1.4037e+02 (1.4103e+02)
[2025-06-02 00:47:38,507] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [68.0, 57.0, 46.0, 42.0, 47.0], Val Loss  [0.6923651099205017, 0.6924800872802734, 0.6917416453361511, 0.694515585899353, 0.6961821019649506] || Best Acc@1:52.000
[2025-06-02 00:47:38,507] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [50.0, 47.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.6995154917240143, 0.7049598693847656, 0.707972377538681, 0.6936198174953461, 0.7046324908733368, 0.6921218931674957, 0.6779339909553528, 0.6825521290302277, 0.7032478153705597, 0.6859240531921387]
[2025-06-02 00:47:38,540] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-02 00:48:46,354] [SEDG] [INFO] Epoch:42 || Train Acc@1  51.39 ( 50.22), Train Cla Loss 1.3848e+02 (1.4061e+02)
[2025-06-02 00:48:46,867] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [68.0, 60.0, 46.0, 37.0, 42.0], Val Loss  [0.6929443180561066, 0.6929948925971985, 0.6932476758956909, 0.6958765387535095, 0.6984261274337769] || Best Acc@1:52.000
[2025-06-02 00:48:46,867] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [42.0, 42.0, 42.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7026449143886566, 0.7068066298961639, 0.7094962298870087, 0.6970004439353943, 0.7033515870571136, 0.6922746896743774, 0.6791311204433441, 0.6827245056629181, 0.7006252110004425, 0.6874515116214752]
[2025-06-02 00:48:46,896] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-02 00:50:01,004] [SEDG] [INFO] Epoch:43 || Train Acc@1  45.56 ( 50.27), Train Cla Loss 1.4157e+02 (1.4025e+02)
[2025-06-02 00:50:01,334] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [32.0, 50.0, 60.0, 43.0, 36.0], Val Loss  [0.69343101978302, 0.6931152045726776, 0.6929451823234558, 0.6946037411689758, 0.6977213323116302] || Best Acc@1:52.000
[2025-06-02 00:50:01,334] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [34.0, 38.0, 38.0, 51.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.7014705836772919, 0.7045604288578033, 0.7065843939781189, 0.6979009509086609, 0.70042684674263, 0.6923577189445496, 0.6830078065395355, 0.6854020357131958, 0.698296070098877, 0.691273421049118]
[2025-06-02 00:50:01,368] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-02 00:51:04,808] [SEDG] [INFO] Epoch:44 || Train Acc@1  49.72 ( 50.13), Train Cla Loss 1.3982e+02 (1.4010e+02)
[2025-06-02 00:51:05,267] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [32.0, 50.0, 66.0, 56.0, 48.0], Val Loss  [0.6933420896530151, 0.6931312084197998, 0.6922059059143066, 0.6929618120193481, 0.6949540078639984] || Best Acc@1:52.000
[2025-06-02 00:51:05,267] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [42.0, 36.0, 31.0, 49.0, 45.0, 51.0, 58.0, 55.0, 45.0, 49.0], Test Loss [0.6994787752628326, 0.7031732499599457, 0.7047953307628632, 0.6953963935375214, 0.6972871422767639, 0.6914912164211273, 0.6850228309631348, 0.6874388754367828, 0.6970235407352448, 0.6921798586845398]
[2025-06-02 00:51:05,285] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-02 00:52:27,228] [SEDG] [INFO] Epoch:45 || Train Acc@1  46.67 ( 50.15), Train Cla Loss 1.3973e+02 (1.3981e+02)
[2025-06-02 00:52:27,630] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [32.0, 44.0, 67.0, 58.0, 58.0], Val Loss  [0.6940160393714905, 0.693385899066925, 0.6922833621501923, 0.6933968961238861, 0.695180356502533] || Best Acc@1:52.000
[2025-06-02 00:52:27,630] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [43.0, 43.0, 42.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 50.0], Test Loss [0.6976361274719238, 0.6997649073600769, 0.7012175917625427, 0.6925736665725708, 0.6966765224933624, 0.6917631328105927, 0.6856922209262848, 0.6878882944583893, 0.696506917476654, 0.6933989226818085]
[2025-06-02 00:52:27,657] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-02 00:53:47,015] [SEDG] [INFO] Epoch:46 || Train Acc@1  50.28 ( 50.02), Train Cla Loss 1.3992e+02 (1.3965e+02)
[2025-06-02 00:53:47,440] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [32.0, 43.0, 60.0, 41.0, 40.0], Val Loss  [0.6940556168556213, 0.6935460269451141, 0.6926382184028625, 0.6951037347316742, 0.6978915333747864] || Best Acc@1:52.000
[2025-06-02 00:53:47,440] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [32.0, 34.0, 33.0, 50.0, 45.0, 51.0, 58.0, 55.0, 45.0, 48.0], Test Loss [0.7015048861503601, 0.702715277671814, 0.7031837105751038, 0.696008175611496, 0.6972557306289673, 0.6922488510608673, 0.6865260303020477, 0.6886608004570007, 0.6962944567203522, 0.6943075954914093]
[2025-06-02 00:53:47,471] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-02 00:55:06,471] [SEDG] [INFO] Epoch:47 || Train Acc@1  54.72 ( 49.94), Train Cla Loss 1.3762e+02 (1.3954e+02)
[2025-06-02 00:55:06,871] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [32.0, 43.0, 59.0, 55.0, 50.0], Val Loss  [0.6938038170337677, 0.6934129297733307, 0.6925071179866791, 0.694314181804657, 0.6951879262924194] || Best Acc@1:52.000
[2025-06-02 00:55:06,871] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [43.0, 44.0, 42.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 45.0], Test Loss [0.6975971460342407, 0.6996658444404602, 0.7007576823234558, 0.6938106119632721, 0.6967672407627106, 0.6919423341751099, 0.686135470867157, 0.6892023384571075, 0.6972610354423523, 0.6955988705158234]
[2025-06-02 00:55:06,903] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-02 00:56:28,618] [SEDG] [INFO] Epoch:48 || Train Acc@1  50.56 ( 49.83), Train Cla Loss 1.3909e+02 (1.3942e+02)
[2025-06-02 00:56:29,102] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [32.0, 44.0, 62.0, 51.0, 63.0], Val Loss  [0.6943279206752777, 0.6936156451702118, 0.6925139427185059, 0.6928207278251648, 0.692138671875] || Best Acc@1:52.000
[2025-06-02 00:56:29,102] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [54.0, 50.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 49.0], Test Loss [0.6921205520629883, 0.6948671936988831, 0.6971103847026825, 0.690670520067215, 0.6958201229572296, 0.6912728250026703, 0.6858360171318054, 0.6880147159099579, 0.6955564916133881, 0.6934623718261719]
[2025-06-02 00:56:29,134] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-02 00:57:50,597] [SEDG] [INFO] Epoch:49 || Train Acc@1  49.44 ( 49.95), Train Cla Loss 1.3891e+02 (1.3924e+02)
[2025-06-02 00:57:50,991] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [32.0, 43.0, 54.0, 63.0, 59.0], Val Loss  [0.6935001313686371, 0.6932999491691589, 0.6930354237556458, 0.6929455995559692, 0.6927862167358398] || Best Acc@1:52.000
[2025-06-02 00:57:50,991] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [67.0, 52.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.6924718916416168, 0.6925133168697357, 0.6926609873771667, 0.6920557618141174, 0.6930057108402252, 0.6923922002315521, 0.6915627717971802, 0.6919033825397491, 0.6930088698863983, 0.6921573579311371]
[2025-06-02 00:57:51,022] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-06-02 00:59:14,951] [SEDG] [INFO] Epoch:50 || Train Acc@1  46.39 ( 50.00), Train Cla Loss 1.3941e+02 (1.3906e+02)
[2025-06-02 00:59:15,348] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6944311261177063, 0.6936782002449036, 0.6928832530975342, 0.6925466060638428, 0.6930835545063019] || Best Acc@1:52.000
[2025-06-02 00:59:15,348] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [48.0, 60.0, 61.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6929776966571808, 0.6926769614219666, 0.6925884783267975, 0.6929582953453064, 0.6929794549942017, 0.6932216286659241, 0.6933117806911469, 0.6932275295257568, 0.6925313174724579, 0.6934202909469604]
[2025-06-02 00:59:15,380] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-06-02 01:00:35,460] [SEDG] [INFO] Epoch:51 || Train Acc@1  45.28 ( 50.11), Train Cla Loss 1.3978e+02 (1.3899e+02)
[2025-06-02 01:00:35,831] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6951715350151062, 0.6939771175384521, 0.6927502155303955, 0.6922958791255951, 0.6933784186840057] || Best Acc@1:52.000
[2025-06-02 01:00:35,831] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6934638917446136, 0.6927733421325684, 0.692622721195221, 0.6934603154659271, 0.6928334534168243, 0.6934313476085663, 0.6939191818237305, 0.6936236023902893, 0.6923962831497192, 0.6936268508434296]
[2025-06-02 01:00:35,847] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-06-02 01:02:22,351] [SEDG] [INFO] Epoch:52 || Train Acc@1  49.72 ( 49.67), Train Cla Loss 1.3907e+02 (1.3898e+02)
[2025-06-02 01:02:22,730] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.694820761680603, 0.693834513425827, 0.6928397417068481, 0.6925087571144104, 0.69330033659935] || Best Acc@1:52.000
[2025-06-02 01:02:22,730] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [49.0, 64.0, 75.0, 83.0, 54.0, 30.0, 41.0, 45.0, 55.0, 44.0], Test Loss [0.6932178139686584, 0.692633181810379, 0.6925509572029114, 0.692648708820343, 0.6930166780948639, 0.6933656930923462, 0.6934312880039215, 0.6933199465274811, 0.6926417648792267, 0.693255215883255]
[2025-06-02 01:02:22,751] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-06-02 01:03:46,218] [SEDG] [INFO] Epoch:53 || Train Acc@1  50.56 ( 49.84), Train Cla Loss 1.3847e+02 (1.3893e+02)
[2025-06-02 01:03:46,769] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6948767602443695, 0.6938507258892059, 0.6928368508815765, 0.6925133466720581, 0.6935498416423798] || Best Acc@1:52.000
[2025-06-02 01:03:46,769] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6937063634395599, 0.6930403709411621, 0.6928943991661072, 0.6936966478824615, 0.6928952634334564, 0.6936290860176086, 0.6943262219429016, 0.6939994096755981, 0.6927049160003662, 0.694238692522049]
[2025-06-02 01:03:46,785] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-06-02 01:06:13,798] [SEDG] [INFO] Epoch:54 || Train Acc@1  50.56 ( 50.36), Train Cla Loss 1.3876e+02 (1.3878e+02)
[2025-06-02 01:06:14,273] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6947584748268127, 0.6938115358352661, 0.6928661167621613, 0.6924800872802734, 0.6933335065841675] || Best Acc@1:52.000
[2025-06-02 01:06:14,274] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [43.0, 49.0, 55.0, 55.0, 79.0, 62.0, 47.0, 45.0, 55.0, 44.0], Test Loss [0.6932593286037445, 0.6928235590457916, 0.6928068697452545, 0.6928903758525848, 0.6927779912948608, 0.6930192708969116, 0.6931894719600677, 0.6931809484958649, 0.6931421756744385, 0.6937627792358398]
[2025-06-02 01:06:14,290] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-06-02 01:07:49,352] [SEDG] [INFO] Epoch:55 || Train Acc@1  51.94 ( 50.16), Train Cla Loss 1.3819e+02 (1.3876e+02)
[2025-06-02 01:07:49,783] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6951026320457458, 0.6939465701580048, 0.692782998085022, 0.6923642456531525, 0.6935040354728699] || Best Acc@1:52.000
[2025-06-02 01:07:49,783] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [43.0, 49.0, 51.0, 48.0, 61.0, 52.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6934666633605957, 0.6928521990776062, 0.6927699148654938, 0.6929154992103577, 0.6925550103187561, 0.6928187310695648, 0.6930899918079376, 0.6930553019046783, 0.6928100883960724, 0.6941104531288147]
[2025-06-02 01:07:49,800] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-06-02 01:10:12,097] [SEDG] [INFO] Epoch:56 || Train Acc@1  47.78 ( 49.99), Train Cla Loss 1.3901e+02 (1.3878e+02)
[2025-06-02 01:10:12,555] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6957175135612488, 0.6941915452480316, 0.6926731169223785, 0.6923147737979889, 0.6939407885074615] || Best Acc@1:52.000
[2025-06-02 01:10:12,555] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6939435005187988, 0.693071037530899, 0.6929638087749481, 0.6932311952114105, 0.6925999522209167, 0.6930688917636871, 0.6935940980911255, 0.693444162607193, 0.6927621364593506, 0.6950372457504272]
[2025-06-02 01:10:12,587] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-06-02 01:11:34,741] [SEDG] [INFO] Epoch:57 || Train Acc@1  45.56 ( 50.48), Train Cla Loss 1.3920e+02 (1.3868e+02)
[2025-06-02 01:11:35,120] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6967472434043884, 0.6946009695529938, 0.6924731135368347, 0.6919363141059875, 0.6942810118198395] || Best Acc@1:52.000
[2025-06-02 01:11:35,120] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6945594251155853, 0.6933125555515289, 0.6930471062660217, 0.6939405500888824, 0.6924414038658142, 0.6934535801410675, 0.6945422291755676, 0.6940378248691559, 0.692454606294632, 0.6957609951496124]
[2025-06-02 01:11:35,140] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-06-02 01:13:14,759] [SEDG] [INFO] Epoch:58 || Train Acc@1  47.22 ( 49.90), Train Cla Loss 1.3879e+02 (1.3872e+02)
[2025-06-02 01:13:15,337] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6970260441303253, 0.6947118639945984, 0.6924087703227997, 0.6917629539966583, 0.6943438351154327] || Best Acc@1:52.000
[2025-06-02 01:13:15,338] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6947793662548065, 0.6933413743972778, 0.6928699314594269, 0.6944827437400818, 0.6922042965888977, 0.693644791841507, 0.6953300833702087, 0.694671094417572, 0.6921413838863373, 0.6965625286102295]
[2025-06-02 01:13:15,358] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-06-02 01:14:35,838] [SEDG] [INFO] Epoch:59 || Train Acc@1  47.50 ( 49.99), Train Cla Loss 1.3889e+02 (1.3869e+02)
[2025-06-02 01:14:36,251] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6972823441028595, 0.6948101222515106, 0.6923637688159943, 0.6916420161724091, 0.6943382918834686] || Best Acc@1:52.000
[2025-06-02 01:14:36,251] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6948227286338806, 0.6932893395423889, 0.6927220225334167, 0.6945355832576752, 0.6920703649520874, 0.6936458051204681, 0.6955605745315552, 0.6949194669723511, 0.6921214163303375, 0.6971955597400665]
[2025-06-02 01:14:36,278] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-06-02 01:15:58,922] [SEDG] [INFO] Epoch:60 || Train Acc@1  51.39 ( 50.28), Train Cla Loss 1.3861e+02 (1.3865e+02)
[2025-06-02 01:15:59,360] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6974629759788513, 0.6948649883270264, 0.6922630965709686, 0.6913129687309265, 0.6941540539264679] || Best Acc@1:52.000
[2025-06-02 01:15:59,360] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6948607563972473, 0.6932365000247955, 0.692590057849884, 0.6948793530464172, 0.6918843984603882, 0.6937335729598999, 0.6959502100944519, 0.6951875984668732, 0.6919234395027161, 0.6975017786026001]
[2025-06-02 01:15:59,392] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-06-02 01:17:19,456] [SEDG] [INFO] Epoch:61 || Train Acc@1  51.11 ( 50.04), Train Cla Loss 1.3840e+02 (1.3866e+02)
[2025-06-02 01:17:19,874] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6974354982376099, 0.6948618292808533, 0.6923096477985382, 0.6915096938610077, 0.6944246888160706] || Best Acc@1:52.000
[2025-06-02 01:17:19,874] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6950416266918182, 0.6934017837047577, 0.6928319931030273, 0.6947166919708252, 0.6919495463371277, 0.6936022341251373, 0.6956195831298828, 0.6950868368148804, 0.6922004520893097, 0.6973591148853302]
[2025-06-02 01:17:19,907] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-06-02 01:18:46,042] [SEDG] [INFO] Epoch:62 || Train Acc@1  51.11 ( 50.35), Train Cla Loss 1.3851e+02 (1.3864e+02)
[2025-06-02 01:18:46,320] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6972653269767761, 0.6948026418685913, 0.692389577627182, 0.6916065514087677, 0.6944684684276581] || Best Acc@1:52.000
[2025-06-02 01:18:46,320] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6951183974742889, 0.6935713887214661, 0.6930235028266907, 0.6949526965618134, 0.6920454502105713, 0.6936636865139008, 0.6957317888736725, 0.6952700018882751, 0.6925798058509827, 0.6974644064903259]
[2025-06-02 01:18:46,351] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-06-02 01:20:19,640] [SEDG] [INFO] Epoch:63 || Train Acc@1  49.44 ( 50.00), Train Cla Loss 1.3871e+02 (1.3867e+02)
[2025-06-02 01:20:20,023] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6967514753341675, 0.6945784389972687, 0.6924221515655518, 0.6916356086730957, 0.6942089796066284] || Best Acc@1:52.000
[2025-06-02 01:20:20,024] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6949213445186615, 0.6936279237270355, 0.6931842863559723, 0.6948028206825256, 0.6922875940799713, 0.693831205368042, 0.6957356035709381, 0.6953246891498566, 0.6928337812423706, 0.6973439455032349]
[2025-06-02 01:20:20,056] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-06-02 01:21:44,370] [SEDG] [INFO] Epoch:64 || Train Acc@1  48.06 ( 50.17), Train Cla Loss 1.3879e+02 (1.3864e+02)
[2025-06-02 01:21:44,856] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.696552574634552, 0.694494903087616, 0.6924614906311035, 0.6917529404163361, 0.6940885484218597] || Best Acc@1:52.000
[2025-06-02 01:21:44,856] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6947273015975952, 0.6935819089412689, 0.6932370960712433, 0.6944639086723328, 0.692438155412674, 0.693679541349411, 0.6952296793460846, 0.6949569284915924, 0.6928122043609619, 0.6967121958732605]
[2025-06-02 01:21:44,882] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-06-02 01:23:12,594] [SEDG] [INFO] Epoch:65 || Train Acc@1  57.22 ( 50.16), Train Cla Loss 1.3829e+02 (1.3863e+02)
[2025-06-02 01:23:13,041] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.696251630783081, 0.6943946480751038, 0.692563384771347, 0.6919366419315338, 0.6939544677734375] || Best Acc@1:52.000
[2025-06-02 01:23:13,041] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6944145858287811, 0.6934462785720825, 0.6931602954864502, 0.6940179467201233, 0.6924806237220764, 0.6934845745563507, 0.6947731375694275, 0.6945666968822479, 0.6928142011165619, 0.6958319842815399]
[2025-06-02 01:23:13,058] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-06-02 01:24:43,485] [SEDG] [INFO] Epoch:66 || Train Acc@1  50.83 ( 50.27), Train Cla Loss 1.3852e+02 (1.3864e+02)
[2025-06-02 01:24:43,962] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6971979141235352, 0.6947898864746094, 0.6923656463623047, 0.6914753913879395, 0.6944659352302551] || Best Acc@1:52.000
[2025-06-02 01:24:43,962] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6952779293060303, 0.6936973035335541, 0.6931044161319733, 0.6954331994056702, 0.6921768188476562, 0.6943225264549255, 0.6968605220317841, 0.6959919035434723, 0.6924167275428772, 0.696859210729599]
[2025-06-02 01:24:43,992] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-06-02 01:26:14,920] [SEDG] [INFO] Epoch:67 || Train Acc@1  50.28 ( 50.58), Train Cla Loss 1.3869e+02 (1.3862e+02)
[2025-06-02 01:26:15,356] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6977829337120056, 0.6950102746486664, 0.6922728419303894, 0.6913012266159058, 0.6943022608757019] || Best Acc@1:52.000
[2025-06-02 01:26:15,356] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6948858797550201, 0.6933258175849915, 0.6928909122943878, 0.6941896080970764, 0.6918535232543945, 0.6930496096611023, 0.694461852312088, 0.6939465999603271, 0.6921765804290771, 0.6946494579315186]
[2025-06-02 01:26:15,399] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-06-02 01:27:43,764] [SEDG] [INFO] Epoch:68 || Train Acc@1  49.72 ( 50.71), Train Cla Loss 1.3870e+02 (1.3861e+02)
[2025-06-02 01:27:44,192] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6977785527706146, 0.6950007677078247, 0.6922473013401031, 0.691326379776001, 0.6944660544395447] || Best Acc@1:52.000
[2025-06-02 01:27:44,192] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6952751874923706, 0.693627804517746, 0.6929995119571686, 0.6950291395187378, 0.691713958978653, 0.6934028267860413, 0.6954460740089417, 0.6946946680545807, 0.6920979022979736, 0.6957265734672546]
[2025-06-02 01:27:44,208] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-06-02 01:29:10,824] [SEDG] [INFO] Epoch:69 || Train Acc@1  46.11 ( 50.46), Train Cla Loss 1.3870e+02 (1.3862e+02)
[2025-06-02 01:29:11,334] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6977260708808899, 0.694976806640625, 0.6922450959682465, 0.691298246383667, 0.6944059133529663] || Best Acc@1:52.000
[2025-06-02 01:29:11,334] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6952193081378937, 0.6935451924800873, 0.6929406225681305, 0.694978654384613, 0.6918217241764069, 0.6936115324497223, 0.6957347691059113, 0.6949912905693054, 0.6920231282711029, 0.6958735883235931]
[2025-06-02 01:29:11,356] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-06-02 01:30:38,233] [SEDG] [INFO] Epoch:70 || Train Acc@1  51.11 ( 50.36), Train Cla Loss 1.3854e+02 (1.3863e+02)
[2025-06-02 01:30:38,809] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6971048414707184, 0.6947211027145386, 0.6923775970935822, 0.6915377080440521, 0.6943844258785248] || Best Acc@1:52.000
[2025-06-02 01:30:38,809] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6951994895935059, 0.693552166223526, 0.6929437518119812, 0.6952958703041077, 0.692000150680542, 0.6940062642097473, 0.6963967382907867, 0.6956144273281097, 0.6920919716358185, 0.6966439485549927]
[2025-06-02 01:30:38,825] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-06-02 01:32:03,587] [SEDG] [INFO] Epoch:71 || Train Acc@1  52.50 ( 50.41), Train Cla Loss 1.3852e+02 (1.3862e+02)
[2025-06-02 01:32:03,983] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6968986093997955, 0.6946352124214172, 0.6923857629299164, 0.6915283799171448, 0.6941494047641754] || Best Acc@1:52.000
[2025-06-02 01:32:03,983] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6948170363903046, 0.6933996379375458, 0.6929884552955627, 0.6948561668395996, 0.692237377166748, 0.693912535905838, 0.6958757936954498, 0.6952648758888245, 0.6920036375522614, 0.6963938176631927]
[2025-06-02 01:32:04,013] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-06-02 01:33:29,290] [SEDG] [INFO] Epoch:72 || Train Acc@1  52.50 ( 50.60), Train Cla Loss 1.3863e+02 (1.3862e+02)
[2025-06-02 01:33:29,732] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6972909271717072, 0.6947932541370392, 0.6922764480113983, 0.6913386285305023, 0.6939705610275269] || Best Acc@1:52.000
[2025-06-02 01:33:29,733] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6945702731609344, 0.6931613087654114, 0.692717969417572, 0.6943798363208771, 0.6920104920864105, 0.693498283624649, 0.6951704323291779, 0.6946161687374115, 0.6920748949050903, 0.6953260004520416]
[2025-06-02 01:33:29,765] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-06-02 01:34:56,667] [SEDG] [INFO] Epoch:73 || Train Acc@1  54.44 ( 50.50), Train Cla Loss 1.3854e+02 (1.3862e+02)
[2025-06-02 01:34:57,107] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6974067687988281, 0.6948353052139282, 0.692266196012497, 0.6913415789604187, 0.6942265927791595] || Best Acc@1:52.000
[2025-06-02 01:34:57,107] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6950276792049408, 0.6934210360050201, 0.692832738161087, 0.6952105760574341, 0.6920158267021179, 0.6939601302146912, 0.6963153779506683, 0.6955474615097046, 0.6919699013233185, 0.6963578462600708]
[2025-06-02 01:34:57,138] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-06-02 01:36:23,851] [SEDG] [INFO] Epoch:74 || Train Acc@1  50.28 ( 50.50), Train Cla Loss 1.3856e+02 (1.3863e+02)
[2025-06-02 01:36:24,258] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6971955299377441, 0.6947581768035889, 0.6923187673091888, 0.6914210617542267, 0.6940247118473053] || Best Acc@1:52.000
[2025-06-02 01:36:24,258] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6946054100990295, 0.6932767033576965, 0.6929125189781189, 0.6944902837276459, 0.6921895742416382, 0.69363734126091, 0.6952782273292542, 0.6946545243263245, 0.6920126378536224, 0.69534832239151]
[2025-06-02 01:36:24,286] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-06-02 01:37:55,717] [SEDG] [INFO] Epoch:75 || Train Acc@1  52.78 ( 50.57), Train Cla Loss 1.3851e+02 (1.3862e+02)
[2025-06-02 01:37:56,235] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6971394419670105, 0.6947331130504608, 0.6923219859600067, 0.6913900375366211, 0.694161057472229] || Best Acc@1:52.000
[2025-06-02 01:37:56,235] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6949199438095093, 0.6934227645397186, 0.6929559409618378, 0.6947452425956726, 0.6920385956764221, 0.6936472952365875, 0.6955349445343018, 0.6949359178543091, 0.6920435726642609, 0.6957897841930389]
[2025-06-02 01:37:56,266] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-06-02 01:39:22,211] [SEDG] [INFO] Epoch:76 || Train Acc@1  54.17 ( 50.87), Train Cla Loss 1.3846e+02 (1.3860e+02)
[2025-06-02 01:39:22,688] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6980762779712677, 0.695109486579895, 0.6921401917934418, 0.6910103857517242, 0.6943530142307281] || Best Acc@1:52.000
[2025-06-02 01:39:22,688] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6952142417430878, 0.6934946477413177, 0.6930016875267029, 0.6948699355125427, 0.6919613480567932, 0.693597137928009, 0.6955379545688629, 0.6948795318603516, 0.6919169723987579, 0.6956735551357269]
[2025-06-02 01:39:22,710] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-06-02 01:40:51,921] [SEDG] [INFO] Epoch:77 || Train Acc@1  48.89 ( 50.25), Train Cla Loss 1.3864e+02 (1.3863e+02)
[2025-06-02 01:40:52,425] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6970039010047913, 0.6946627497673035, 0.6923256814479828, 0.6913937628269196, 0.6942020356655121] || Best Acc@1:52.000
[2025-06-02 01:40:52,425] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6949529051780701, 0.6934851408004761, 0.6930395066738129, 0.6948942840099335, 0.6922050714492798, 0.6938062012195587, 0.6956869661808014, 0.6950550973415375, 0.6922547519207001, 0.6956820487976074]
[2025-06-02 01:40:52,457] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-06-02 01:42:22,418] [SEDG] [INFO] Epoch:78 || Train Acc@1  50.56 ( 50.89), Train Cla Loss 1.3863e+02 (1.3861e+02)
[2025-06-02 01:42:22,901] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.697906881570816, 0.6949978768825531, 0.6920820474624634, 0.6909700632095337, 0.694006621837616] || Best Acc@1:52.000
[2025-06-02 01:42:22,902] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6945493817329407, 0.6931281089782715, 0.6927782297134399, 0.6938508450984955, 0.6919342279434204, 0.6929911077022552, 0.6941672265529633, 0.693697988986969, 0.6919925808906555, 0.6940136551856995]
[2025-06-02 01:42:22,934] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-06-02 01:43:51,630] [SEDG] [INFO] Epoch:79 || Train Acc@1  46.67 ( 50.13), Train Cla Loss 1.3877e+02 (1.3864e+02)
[2025-06-02 01:43:52,266] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6968124508857727, 0.6945782899856567, 0.6923137605190277, 0.6914713680744171, 0.6936669945716858] || Best Acc@1:52.000
[2025-06-02 01:43:52,266] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6940203309059143, 0.6930706799030304, 0.6929743885993958, 0.6933038830757141, 0.6924538910388947, 0.6929666697978973, 0.693530797958374, 0.6933481991291046, 0.692240297794342, 0.6937905251979828]
[2025-06-02 01:43:52,293] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-06-02 01:45:19,583] [SEDG] [INFO] Epoch:80 || Train Acc@1  55.28 ( 50.39), Train Cla Loss 1.3845e+02 (1.3862e+02)
[2025-06-02 01:45:20,076] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6967321634292603, 0.6945652365684509, 0.692401111125946, 0.6917003095149994, 0.6940236985683441] || Best Acc@1:52.000
[2025-06-02 01:45:20,077] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6945897042751312, 0.6934598386287689, 0.6930914521217346, 0.6942395567893982, 0.6922993063926697, 0.6931683719158173, 0.69420525431633, 0.6938183903694153, 0.6923510730266571, 0.6940436661243439]
[2025-06-02 01:45:20,098] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-06-02 01:46:49,394] [SEDG] [INFO] Epoch:81 || Train Acc@1  49.72 ( 50.17), Train Cla Loss 1.3864e+02 (1.3864e+02)
[2025-06-02 01:46:49,907] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.696179062128067, 0.6943469047546387, 0.6925094425678253, 0.6918435096740723, 0.6937852203845978] || Best Acc@1:52.000
[2025-06-02 01:46:49,907] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6942390203475952, 0.6933169662952423, 0.6930554509162903, 0.6939631998538971, 0.6926353871822357, 0.6934793293476105, 0.694362223148346, 0.6939860582351685, 0.6925008296966553, 0.6942273080348969]
[2025-06-02 01:46:49,939] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-06-02 01:48:17,971] [SEDG] [INFO] Epoch:82 || Train Acc@1  44.17 ( 50.31), Train Cla Loss 1.3881e+02 (1.3863e+02)
[2025-06-02 01:48:18,421] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.696243017911911, 0.6943838894367218, 0.6925370395183563, 0.6919634938240051, 0.6938312351703644] || Best Acc@1:52.000
[2025-06-02 01:48:18,421] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6942379772663116, 0.6933774054050446, 0.693112850189209, 0.6936597228050232, 0.6926084756851196, 0.6933742165565491, 0.6941145360469818, 0.6937343776226044, 0.6925084292888641, 0.693796843290329]
[2025-06-02 01:48:18,445] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-06-02 01:49:47,447] [SEDG] [INFO] Epoch:83 || Train Acc@1  48.89 ( 50.56), Train Cla Loss 1.3867e+02 (1.3862e+02)
[2025-06-02 01:49:47,898] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6966531276702881, 0.6945501565933228, 0.692457377910614, 0.6917790770530701, 0.6939519047737122] || Best Acc@1:52.000
[2025-06-02 01:49:47,899] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6944330632686615, 0.6934002935886383, 0.6930763721466064, 0.6939118206501007, 0.6924209594726562, 0.6933353245258331, 0.6943081915378571, 0.6938149034976959, 0.6923299729824066, 0.693897932767868]
[2025-06-02 01:49:47,932] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-06-02 01:51:18,013] [SEDG] [INFO] Epoch:84 || Train Acc@1  48.61 ( 50.41), Train Cla Loss 1.3867e+02 (1.3862e+02)
[2025-06-02 01:51:18,440] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.696808397769928, 0.6946128308773041, 0.6924253106117249, 0.6917398869991302, 0.6939844787120819] || Best Acc@1:52.000
[2025-06-02 01:51:18,440] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6944452822208405, 0.6933784484863281, 0.693018227815628, 0.6938392519950867, 0.6923027038574219, 0.6932410895824432, 0.6942504644393921, 0.6937278807163239, 0.692253589630127, 0.6937513053417206]
[2025-06-02 01:51:18,457] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-06-02 01:52:45,475] [SEDG] [INFO] Epoch:85 || Train Acc@1  50.00 ( 50.47), Train Cla Loss 1.3863e+02 (1.3863e+02)
[2025-06-02 01:52:46,015] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6968533098697662, 0.6946203708648682, 0.692394882440567, 0.6916428804397583, 0.6941379904747009] || Best Acc@1:52.000
[2025-06-02 01:52:46,015] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.694804459810257, 0.6935313045978546, 0.6930864155292511, 0.6947141289710999, 0.6922900676727295, 0.6937058568000793, 0.6953307688236237, 0.6945890188217163, 0.6921099126338959, 0.6947944760322571]
[2025-06-02 01:52:46,043] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-06-02 01:54:14,374] [SEDG] [INFO] Epoch:86 || Train Acc@1  48.33 ( 50.67), Train Cla Loss 1.3876e+02 (1.3861e+02)
[2025-06-02 01:54:14,815] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6974790990352631, 0.6948753893375397, 0.6922921240329742, 0.6914047598838806, 0.6942576169967651] || Best Acc@1:52.000
[2025-06-02 01:54:14,815] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6949999332427979, 0.6935327053070068, 0.6930138170719147, 0.694876492023468, 0.6920913457870483, 0.6936990320682526, 0.6955297887325287, 0.6946895122528076, 0.6919207274913788, 0.6949977278709412]
[2025-06-02 01:54:14,830] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-06-02 01:55:48,294] [SEDG] [INFO] Epoch:87 || Train Acc@1  50.83 ( 50.46), Train Cla Loss 1.3856e+02 (1.3863e+02)
[2025-06-02 01:55:48,790] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6972250640392303, 0.6947662830352783, 0.6923413872718811, 0.6915195286273956, 0.6942136585712433] || Best Acc@1:52.000
[2025-06-02 01:55:48,790] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6949234008789062, 0.6935602724552155, 0.6930667757987976, 0.6948019564151764, 0.6921822428703308, 0.6935715675354004, 0.6951939463615417, 0.6944408416748047, 0.6920145750045776, 0.6947202682495117]
[2025-06-02 01:55:48,823] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-06-02 01:57:24,838] [SEDG] [INFO] Epoch:88 || Train Acc@1  50.83 ( 50.69), Train Cla Loss 1.3861e+02 (1.3861e+02)
[2025-06-02 01:57:25,388] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6976057887077332, 0.6949387788772583, 0.6923018395900726, 0.6913534998893738, 0.6943873167037964] || Best Acc@1:52.000
[2025-06-02 01:57:25,388] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6951954662799835, 0.6936132907867432, 0.6930544376373291, 0.6950143277645111, 0.6919950842857361, 0.6934908330440521, 0.6952921748161316, 0.6944988667964935, 0.6918956637382507, 0.6947202682495117]
[2025-06-02 01:57:25,404] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-06-02 01:58:52,760] [SEDG] [INFO] Epoch:89 || Train Acc@1  54.44 ( 50.62), Train Cla Loss 1.3841e+02 (1.3862e+02)
[2025-06-02 01:58:53,193] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6976498067378998, 0.6949338912963867, 0.6922099590301514, 0.691148191690445, 0.6941304206848145] || Best Acc@1:52.000
[2025-06-02 01:58:53,194] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6948523819446564, 0.6933529078960419, 0.6929158866405487, 0.6946734488010406, 0.6920116245746613, 0.6934289634227753, 0.6950558722019196, 0.6943571865558624, 0.6918725967407227, 0.6946522891521454]
[2025-06-02 01:58:53,214] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-06-02 02:00:23,054] [SEDG] [INFO] Epoch:90 || Train Acc@1  49.44 ( 50.59), Train Cla Loss 1.3867e+02 (1.3862e+02)
[2025-06-02 02:00:23,465] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6976178884506226, 0.6949319839477539, 0.6922448873519897, 0.6912180483341217, 0.6941509246826172] || Best Acc@1:52.000
[2025-06-02 02:00:23,465] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6948634684085846, 0.6933726072311401, 0.6928961277008057, 0.6947847008705139, 0.6920109689235687, 0.693522572517395, 0.6952572464942932, 0.6944721043109894, 0.6918370723724365, 0.6947091519832611]
[2025-06-02 02:00:23,498] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-06-02 02:01:52,483] [SEDG] [INFO] Epoch:91 || Train Acc@1  50.28 ( 50.60), Train Cla Loss 1.3859e+02 (1.3861e+02)
[2025-06-02 02:01:52,988] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6976029872894287, 0.694930374622345, 0.6922515034675598, 0.6911863088607788, 0.694317102432251] || Best Acc@1:52.000
[2025-06-02 02:01:52,988] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6952105462551117, 0.693559855222702, 0.6929727494716644, 0.6953741014003754, 0.6919576227664948, 0.6938930153846741, 0.6961422264575958, 0.6951698660850525, 0.6917513310909271, 0.6955854296684265]
[2025-06-02 02:01:53,019] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-06-02 02:03:23,873] [SEDG] [INFO] Epoch:92 || Train Acc@1  46.94 ( 50.33), Train Cla Loss 1.3879e+02 (1.3863e+02)
[2025-06-02 02:03:24,390] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.697232574224472, 0.6947737634181976, 0.6923063099384308, 0.6914085447788239, 0.6940469741821289] || Best Acc@1:52.000
[2025-06-02 02:03:24,390] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6947188377380371, 0.6934003829956055, 0.6929231882095337, 0.6944198608398438, 0.6919985413551331, 0.6931845545768738, 0.6945671737194061, 0.6939119696617126, 0.6918921768665314, 0.6940515339374542]
[2025-06-02 02:03:24,421] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-06-02 02:04:55,597] [SEDG] [INFO] Epoch:93 || Train Acc@1  48.89 ( 50.48), Train Cla Loss 1.3877e+02 (1.3862e+02)
[2025-06-02 02:04:56,228] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6972906589508057, 0.6948207020759583, 0.6923187375068665, 0.6914013624191284, 0.6940428614616394] || Best Acc@1:52.000
[2025-06-02 02:04:56,228] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6947431862354279, 0.6934139430522919, 0.6929393708705902, 0.6945665776729584, 0.6920115053653717, 0.6933192014694214, 0.6948043704032898, 0.6940655410289764, 0.6918203830718994, 0.6942620277404785]
[2025-06-02 02:04:56,258] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-06-02 02:06:27,143] [SEDG] [INFO] Epoch:94 || Train Acc@1  54.17 ( 50.70), Train Cla Loss 1.3853e+02 (1.3861e+02)
[2025-06-02 02:06:27,602] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6973846256732941, 0.6948314607143402, 0.692274808883667, 0.6913146078586578, 0.6939634382724762] || Best Acc@1:52.000
[2025-06-02 02:06:27,602] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6945703625679016, 0.6932366192340851, 0.692813903093338, 0.6943992972373962, 0.6919975280761719, 0.6932851374149323, 0.6947224736213684, 0.6940304040908813, 0.6918970942497253, 0.6942439079284668]
[2025-06-02 02:06:27,631] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-06-02 02:07:57,842] [SEDG] [INFO] Epoch:95 || Train Acc@1  50.28 ( 50.70), Train Cla Loss 1.3867e+02 (1.3861e+02)
[2025-06-02 02:07:58,273] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6978119313716888, 0.695013552904129, 0.6921991109848022, 0.6911446452140808, 0.6941294968128204] || Best Acc@1:52.000
[2025-06-02 02:07:58,273] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6949072182178497, 0.6933723092079163, 0.6928755342960358, 0.694791316986084, 0.69188591837883, 0.6934261322021484, 0.6951595544815063, 0.6943285465240479, 0.6916595697402954, 0.6946347653865814]
[2025-06-02 02:07:58,305] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-06-02 02:09:28,745] [SEDG] [INFO] Epoch:96 || Train Acc@1  50.28 ( 50.23), Train Cla Loss 1.3853e+02 (1.3863e+02)
[2025-06-02 02:09:29,233] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6971673965454102, 0.6947412490844727, 0.6923030614852905, 0.6914052963256836, 0.6939203143119812] || Best Acc@1:52.000
[2025-06-02 02:09:29,233] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6944902539253235, 0.6932167708873749, 0.6928053498268127, 0.6941122114658356, 0.6919533908367157, 0.6930621564388275, 0.6942953765392303, 0.6937137544155121, 0.691901296377182, 0.6938604712486267]
[2025-06-02 02:09:29,249] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-06-02 02:10:58,483] [SEDG] [INFO] Epoch:97 || Train Acc@1  49.72 ( 50.59), Train Cla Loss 1.3863e+02 (1.3861e+02)
[2025-06-02 02:10:59,063] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6973549425601959, 0.6948259770870209, 0.6922947764396667, 0.6913736462593079, 0.6940140426158905] || Best Acc@1:52.000
[2025-06-02 02:10:59,063] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.694537878036499, 0.6931935250759125, 0.6927968859672546, 0.6935027837753296, 0.6917649507522583, 0.6925447285175323, 0.6934179961681366, 0.6929855644702911, 0.6919128596782684, 0.693091869354248]
[2025-06-02 02:10:59,096] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-06-02 02:12:32,713] [SEDG] [INFO] Epoch:98 || Train Acc@1  51.67 ( 50.83), Train Cla Loss 1.3856e+02 (1.3860e+02)
[2025-06-02 02:12:33,326] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6979444921016693, 0.6950669884681702, 0.692188948392868, 0.6911166608333588, 0.6941622793674469] || Best Acc@1:52.000
[2025-06-02 02:12:33,326] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6948267221450806, 0.6932815313339233, 0.6927635967731476, 0.6940945386886597, 0.6916602849960327, 0.6929203867912292, 0.6943287253379822, 0.6936753988265991, 0.6917634904384613, 0.6938788294792175]
[2025-06-02 02:12:33,361] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-06-02 02:14:01,508] [SEDG] [INFO] Epoch:99 || Train Acc@1  44.72 ( 50.31), Train Cla Loss 1.3883e+02 (1.3863e+02)
[2025-06-02 02:14:02,002] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [32.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.6975522041320801, 0.6949115991592407, 0.6922720670700073, 0.6913016438484192, 0.6942093968391418] || Best Acc@1:52.000
[2025-06-02 02:14:02,002] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6949340403079987, 0.6934081315994263, 0.6928896903991699, 0.6949726343154907, 0.6919435858726501, 0.693762868642807, 0.6958979070186615, 0.6950411796569824, 0.6919709742069244, 0.6953667402267456]
[2025-06-02 02:14:02,019] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-02 02:14:02,604] [SEDG] [INFO] Val  Acc@1: [97.0, 100.0, 98.0, 99.0, 94.0], Val Loss  [0.08326905965805054, 0.08734367415308952, 0.11072379723191261, 0.10650786384940147, 0.15756456553936005]
[2025-06-02 02:14:02,605] [SEDG] [INFO] Test  Acc@1: [92.0, 85.0, 83.0, 81.0, 87.0, 83.0, 90.0, 96.0, 97.0, 86.0], Test Loss [0.16429569572210312, 0.2520371526479721, 0.31175200641155243, 0.30061204731464386, 0.24827782064676285, 0.27064142376184464, 0.21146637201309204, 0.15588754415512085, 0.1361713781952858, 0.22679972648620605]
[2025-06-02 02:14:02,605] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-02 02:14:02,607] [SEDG] [INFO] Val  Mean&Var: [(97.0, 0.7071037), (100.0, 0.0), (98.0, 0.0), (99.0, 0.70710754), (94.0, 1.4142151)]
[2025-06-02 02:14:02,607] [SEDG] [INFO] Test  Mean&Var: [(92.0, 0.0), (85.0, 0.70710754), (83.0, 0.70710564), (81.0, 0.70710754), (87.0, 2.1213207), (83.0, 3.535534), (90.0, 0.0), (96.0, 2.8284264), (97.0, 0.7071037), (86.0, 2.8284264)]
