[2025-06-01 19:45:22,995] [SEDG] [INFO] 
[2025-06-01 19:45:22,995] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 19:53:52,315] [SEDG] [INFO] Epoch:0 || Train Acc@1  51.11 ( 50.59), Train Cla Loss 5.0077e+03 (3.0986e+03)
[2025-06-01 19:53:52,702] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [32.0, 43.0, 66.0, 68.0, 62.0], Val Loss  [1.987699568271637, 1.4759002327919006, 0.780572235584259, 0.5868037343025208, 0.6692430078983307] || Best Acc@1:54.200
[2025-06-01 19:53:52,702] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [60.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [0.9650352299213409, 1.7095019221305847, 2.3645858764648438, 2.251104235649109, 2.9026046991348267, 2.710043787956238, 2.323763608932495, 2.5077255964279175, 3.308541417121887, 2.5121752619743347]
[2025-06-01 19:53:52,730] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 20:01:51,709] [SEDG] [INFO] Epoch:1 || Train Acc@1  51.94 ( 51.36), Train Cla Loss 2.8155e+03 (2.9927e+03)
[2025-06-01 20:01:52,003] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [32.0, 43.0, 64.0, 68.0, 63.0], Val Loss  [1.8526998162269592, 1.3784766793251038, 0.7321962714195251, 0.5759796798229218, 0.6805884838104248] || Best Acc@1:54.200
[2025-06-01 20:01:52,004] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [58.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.0089894235134125, 1.780844271183014, 2.4592994451522827, 2.343384265899658, 3.0242916345596313, 2.8253105878829956, 2.423219323158264, 2.6099724769592285, 3.4237152338027954, 2.588760495185852]
[2025-06-01 20:01:52,036] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 20:09:10,024] [SEDG] [INFO] Epoch:2 || Train Acc@1  49.17 ( 51.27), Train Cla Loss 3.6708e+03 (2.8719e+03)
[2025-06-01 20:09:10,291] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [32.0, 43.0, 65.0, 65.0, 66.0], Val Loss  [1.6918657422065735, 1.2577759623527527, 0.6758055984973907, 0.5793103277683258, 0.7306725382804871] || Best Acc@1:54.200
[2025-06-01 20:09:10,291] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.1238210797309875, 1.9653997421264648, 2.6855809688568115, 2.5463842153549194, 3.2763580083847046, 3.0604814291000366, 2.625493884086609, 2.824078321456909, 3.6910595893859863, 2.7944189310073853]
[2025-06-01 20:09:10,323] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 20:15:58,856] [SEDG] [INFO] Epoch:3 || Train Acc@1  50.56 ( 51.18), Train Cla Loss 2.3727e+03 (2.8184e+03)
[2025-06-01 20:15:59,207] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [32.0, 43.0, 66.0, 67.0, 67.0], Val Loss  [1.5415205359458923, 1.1483064889907837, 0.6347852945327759, 0.5932632386684418, 0.7865163087844849] || Best Acc@1:55.000
[2025-06-01 20:15:59,207] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.2303308248519897, 2.125868797302246, 2.870357632637024, 2.708306074142456, 3.4701842069625854, 3.2352066040039062, 2.773269295692444, 2.979218363761902, 3.880533218383789, 2.937273383140564]
[2025-06-01 20:15:59,241] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 20:23:43,608] [SEDG] [INFO] Epoch:4 || Train Acc@1  51.11 ( 51.72), Train Cla Loss 2.0204e+03 (2.5566e+03)
[2025-06-01 20:23:43,956] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [32.0, 44.0, 69.0, 65.0, 66.0], Val Loss  [1.4112038016319275, 1.0563316941261292, 0.6038650870323181, 0.6095653176307678, 0.8326662480831146] || Best Acc@1:55.200
[2025-06-01 20:23:43,956] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.312562644481659, 2.248334527015686, 3.0234938859939575, 2.849188446998596, 3.6479281187057495, 3.399536371231079, 2.9139935970306396, 3.1263047456741333, 4.059288740158081, 3.0728269815444946]
[2025-06-01 20:23:43,989] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 20:31:00,154] [SEDG] [INFO] Epoch:5 || Train Acc@1  45.28 ( 51.95), Train Cla Loss 1.9514e+03 (2.4552e+03)
[2025-06-01 20:31:00,627] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [32.0, 44.0, 69.0, 66.0, 66.0], Val Loss  [1.2979096174240112, 0.978366494178772, 0.5811859667301178, 0.6272627115249634, 0.8760077953338623] || Best Acc@1:55.400
[2025-06-01 20:31:00,627] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.383806824684143, 2.3515639305114746, 3.149264693260193, 2.9637956619262695, 3.7923834323883057, 3.5400376319885254, 3.0364630222320557, 3.254983067512512, 4.213432788848877, 3.181213855743408]
[2025-06-01 20:31:00,660] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 20:38:01,589] [SEDG] [INFO] Epoch:6 || Train Acc@1  52.50 ( 51.59), Train Cla Loss 3.2693e+03 (2.4146e+03)
[2025-06-01 20:38:02,099] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [32.0, 47.0, 71.0, 66.0, 64.0], Val Loss  [1.169362485408783, 0.8917147517204285, 0.5607050210237503, 0.6555042266845703, 0.9365013837814331] || Best Acc@1:56.000
[2025-06-01 20:38:02,099] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.4779995679855347, 2.4866831302642822, 3.312097191810608, 3.112037181854248, 3.9820836782455444, 3.720596194267273, 3.1930105686187744, 3.419992685317993, 4.413404226303101, 3.3260291814804077]
[2025-06-01 20:38:02,126] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 20:45:11,858] [SEDG] [INFO] Epoch:7 || Train Acc@1  46.67 ( 52.36), Train Cla Loss 2.2339e+03 (2.2439e+03)
[2025-06-01 20:45:12,344] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [32.0, 50.0, 75.0, 67.0, 63.0], Val Loss  [1.072899878025055, 0.82804736495018, 0.5539655685424805, 0.6906499862670898, 1.00022953748703] || Best Acc@1:57.400
[2025-06-01 20:45:12,344] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.5719541311264038, 2.6188058853149414, 3.4651501178741455, 3.2467039823532104, 4.142245054244995, 3.862782597541809, 3.311180353164673, 3.5418158769607544, 4.5615503787994385, 3.442328691482544]
[2025-06-01 20:45:12,374] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 20:52:20,752] [SEDG] [INFO] Epoch:8 || Train Acc@1  51.94 ( 52.23), Train Cla Loss 1.4817e+03 (2.1264e+03)
[2025-06-01 20:52:21,049] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [33.0, 52.0, 76.0, 68.0, 62.0], Val Loss  [0.9815312027931213, 0.7702552676200867, 0.5482188761234283, 0.7193590998649597, 1.0499829053878784] || Best Acc@1:58.200
[2025-06-01 20:52:21,050] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.6423683166503906, 2.716534972190857, 3.5820398330688477, 3.352875828742981, 4.278202056884766, 3.9943606853485107, 3.427658438682556, 3.6659276485443115, 4.713047742843628, 3.5527864694595337]
[2025-06-01 20:52:21,072] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 21:00:13,783] [SEDG] [INFO] Epoch:9 || Train Acc@1  53.06 ( 52.45), Train Cla Loss 1.7708e+03 (2.0216e+03)
[2025-06-01 21:00:14,116] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [34.0, 59.0, 76.0, 64.0, 59.0], Val Loss  [0.893945723772049, 0.716334879398346, 0.55195352435112, 0.7639721632003784, 1.118809461593628] || Best Acc@1:58.400
[2025-06-01 21:00:14,116] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.7375913262367249, 2.852694869041443, 3.7492916584014893, 3.508486032485962, 4.473891735076904, 4.172494530677795, 3.578425168991089, 3.8234364986419678, 4.903974771499634, 3.699784278869629]
[2025-06-01 21:00:14,150] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 21:07:55,267] [SEDG] [INFO] Epoch:10 || Train Acc@1  49.17 ( 52.39), Train Cla Loss 2.5791e+03 (1.9646e+03)
[2025-06-01 21:07:55,596] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [36.0, 63.0, 77.0, 62.0, 58.0], Val Loss  [0.8170436322689056, 0.6703874468803406, 0.5586506724357605, 0.8055100739002228, 1.176298975944519] || Best Acc@1:59.200
[2025-06-01 21:07:55,596] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.8110180497169495, 2.947425365447998, 3.863805651664734, 3.6132969856262207, 4.601052761077881, 4.283387660980225, 3.670945167541504, 3.9182921648025513, 5.013753175735474, 3.7795132398605347]
[2025-06-01 21:07:55,628] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-01 21:16:20,989] [SEDG] [INFO] Epoch:11 || Train Acc@1  54.44 ( 52.84), Train Cla Loss 1.2858e+03 (1.8105e+03)
[2025-06-01 21:16:21,294] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [41.0, 65.0, 76.0, 62.0, 58.0], Val Loss  [0.7568973302841187, 0.6349793970584869, 0.5618405789136887, 0.8341366946697235, 1.220886468887329] || Best Acc@1:60.400
[2025-06-01 21:16:21,295] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.8700435161590576, 3.031154990196228, 3.9683490991592407, 3.710729718208313, 4.726655960083008, 4.4066150188446045, 3.779321312904358, 4.033038973808289, 5.155606746673584, 3.885942220687866]
[2025-06-01 21:16:21,372] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-01 21:34:02,884] [SEDG] [INFO] Epoch:12 || Train Acc@1  49.72 ( 53.02), Train Cla Loss 2.3739e+03 (1.7575e+03)
[2025-06-01 21:34:03,315] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [43.0, 65.0, 74.0, 58.0, 57.0], Val Loss  [0.6993978917598724, 0.6033395230770111, 0.5745867192745209, 0.8760108053684235, 1.2824726700782776] || Best Acc@1:60.400
[2025-06-01 21:34:03,315] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.9525486826896667, 3.148321270942688, 4.106397867202759, 3.8326051235198975, 4.871155738830566, 4.535144329071045, 3.88686203956604, 4.1447601318359375, 5.290349006652832, 3.986999988555908]
[2025-06-01 21:34:03,339] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-01 21:52:31,511] [SEDG] [INFO] Epoch:13 || Train Acc@1  50.56 ( 53.46), Train Cla Loss 1.5968e+03 (1.5946e+03)
[2025-06-01 21:52:32,012] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [52.0, 69.0, 71.0, 57.0, 57.0], Val Loss  [0.6490790843963623, 0.5770417749881744, 0.5841794908046722, 0.9084910452365875, 1.3283778429031372] || Best Acc@1:61.200
[2025-06-01 21:52:32,012] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.013373017311096, 3.235392928123474, 4.217895984649658, 3.9396456480026245, 5.017106533050537, 4.679386377334595, 4.01497209072113, 4.283103823661804, 5.459557056427002, 4.110898017883301]
[2025-06-01 21:52:32,041] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-01 22:11:09,175] [SEDG] [INFO] Epoch:14 || Train Acc@1  54.72 ( 53.49), Train Cla Loss 1.4136e+03 (1.5767e+03)
[2025-06-01 22:11:09,558] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [67.0, 71.0, 73.0, 57.0, 55.0], Val Loss  [0.6008436679840088, 0.5530454814434052, 0.602762907743454, 0.9532504975795746, 1.388580858707428] || Best Acc@1:64.600
[2025-06-01 22:11:09,559] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.089899480342865, 3.345427989959717, 4.353193402290344, 4.062922120094299, 5.167560577392578, 4.815298557281494, 4.128331422805786, 4.398970603942871, 5.59965968132019, 4.220780968666077]
[2025-06-01 22:11:09,593] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-01 22:30:12,849] [SEDG] [INFO] Epoch:15 || Train Acc@1  52.22 ( 54.04), Train Cla Loss 1.1064e+03 (1.3973e+03)
[2025-06-01 22:30:13,461] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [72.0, 73.0, 69.0, 56.0, 55.0], Val Loss  [0.5644288659095764, 0.5383726954460144, 0.6232796311378479, 0.9946995079517365, 1.441377878189087] || Best Acc@1:65.000
[2025-06-01 22:30:13,461] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.1561801433563232, 3.431227684020996, 4.447926998138428, 4.14800500869751, 5.272441387176514, 4.91111946105957, 4.2113131284713745, 4.487151622772217, 5.7068188190460205, 4.304170846939087]
[2025-06-01 22:30:13,493] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-01 22:48:56,685] [SEDG] [INFO] Epoch:16 || Train Acc@1  50.56 ( 54.01), Train Cla Loss 1.0183e+03 (1.3786e+03)
[2025-06-01 22:48:57,108] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [79.0, 75.0, 70.0, 55.0, 55.0], Val Loss  [0.5317661762237549, 0.5199087858200073, 0.6236452162265778, 1.0035775899887085, 1.451245367527008] || Best Acc@1:66.800
[2025-06-01 22:48:57,108] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.1643463373184204, 3.443927764892578, 4.47895359992981, 4.183690428733826, 5.329206943511963, 4.97147274017334, 4.265641450881958, 4.542139530181885, 5.766112327575684, 4.333418011665344]
[2025-06-01 22:48:57,138] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-01 23:07:48,151] [SEDG] [INFO] Epoch:17 || Train Acc@1  54.72 ( 54.70), Train Cla Loss 7.7752e+02 (1.2312e+03)
[2025-06-01 23:07:48,601] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [82.0, 79.0, 68.0, 52.0, 54.0], Val Loss  [0.5110883265733719, 0.5099823772907257, 0.6305194199085236, 1.0220849812030792, 1.4799957275390625] || Best Acc@1:67.000
[2025-06-01 23:07:48,601] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.204455614089966, 3.509192705154419, 4.566019058227539, 4.266996741294861, 5.436681270599365, 5.0775463581085205, 4.3592681884765625, 4.642454147338867, 5.891783714294434, 4.431120276451111]
[2025-06-01 23:07:48,633] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-01 23:26:16,367] [SEDG] [INFO] Epoch:18 || Train Acc@1  56.39 ( 55.12), Train Cla Loss 1.0291e+03 (1.1135e+03)
[2025-06-01 23:26:16,790] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [84.0, 80.0, 67.0, 50.0, 54.0], Val Loss  [0.4855513721704483, 0.4992959201335907, 0.6431841254234314, 1.0464646220207214, 1.5088102221488953] || Best Acc@1:67.000
[2025-06-01 23:26:16,791] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.2390928864479065, 3.556796431541443, 4.632211685180664, 4.330929279327393, 5.52354884147644, 5.162007093429565, 4.4325947761535645, 4.718498706817627, 5.981754779815674, 4.496788740158081]
[2025-06-01 23:26:16,825] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-01 23:44:05,933] [SEDG] [INFO] Epoch:19 || Train Acc@1  53.61 ( 55.63), Train Cla Loss 8.6599e+02 (1.0481e+03)
[2025-06-01 23:44:06,387] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [89.0, 81.0, 63.0, 48.0, 54.0], Val Loss  [0.46607227623462677, 0.49319954216480255, 0.6611203253269196, 1.0797194242477417, 1.5502800345420837] || Best Acc@1:67.000
[2025-06-01 23:44:06,392] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.2879621982574463, 3.621162176132202, 4.706911325454712, 4.3993483781814575, 5.604843616485596, 5.232449293136597, 4.492439031600952, 4.780612468719482, 6.054901123046875, 4.554166078567505]
[2025-06-01 23:44:06,418] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 00:03:26,726] [SEDG] [INFO] Epoch:20 || Train Acc@1  57.50 ( 55.91), Train Cla Loss 8.1889e+02 (9.8079e+02)
[2025-06-02 00:03:27,219] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [89.0, 85.0, 61.0, 48.0, 54.0], Val Loss  [0.4506615400314331, 0.48720501363277435, 0.6677941679954529, 1.0919986963272095, 1.5676454305648804] || Best Acc@1:67.400
[2025-06-02 00:03:27,219] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3108837604522705, 3.6603147983551025, 4.762253999710083, 4.455031871795654, 5.681965589523315, 5.308369874954224, 4.55833101272583, 4.849484443664551, 6.138346433639526, 4.618798017501831]
[2025-06-02 00:03:27,251] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 00:23:11,775] [SEDG] [INFO] Epoch:21 || Train Acc@1  55.00 ( 56.50), Train Cla Loss 5.6088e+02 (8.4617e+02)
[2025-06-02 00:23:12,505] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [88.0, 85.0, 59.0, 48.0, 54.0], Val Loss  [0.4382641315460205, 0.48388077318668365, 0.6796746551990509, 1.112473040819168, 1.5925891995429993] || Best Acc@1:67.400
[2025-06-02 00:23:12,506] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3398733139038086, 3.6947286128997803, 4.803938627243042, 4.494856357574463, 5.737929105758667, 5.366037130355835, 4.61139440536499, 4.906488418579102, 6.204692125320435, 4.660326838493347]
[2025-06-02 00:23:12,560] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 00:43:05,821] [SEDG] [INFO] Epoch:22 || Train Acc@1  52.50 ( 56.73), Train Cla Loss 9.1994e+02 (7.6271e+02)
[2025-06-02 00:43:06,325] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [87.0, 82.0, 55.0, 48.0, 54.0], Val Loss  [0.42296186089515686, 0.48379629850387573, 0.7059967517852783, 1.152209460735321, 1.6402746438980103] || Best Acc@1:67.400
[2025-06-02 00:43:06,325] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3965742588043213, 3.7753233909606934, 4.90057110786438, 4.585165023803711, 5.851100206375122, 5.4654529094696045, 4.69585919380188, 4.99637508392334, 6.313680171966553, 4.748382568359375]
[2025-06-02 00:43:06,351] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 01:19:59,112] [SEDG] [INFO] Epoch:23 || Train Acc@1  63.06 ( 57.32), Train Cla Loss 5.4029e+02 (6.8537e+02)
[2025-06-02 01:19:59,596] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [87.0, 83.0, 56.0, 48.0, 54.0], Val Loss  [0.4161416292190552, 0.47821639478206635, 0.697234183549881, 1.1392186284065247, 1.6207309365272522] || Best Acc@1:67.400
[2025-06-02 01:19:59,596] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3701865673065186, 3.7387309074401855, 4.868037462234497, 4.563719034194946, 5.83693265914917, 5.4638590812683105, 4.701894521713257, 5.004770755767822, 6.322162389755249, 4.75272011756897]
[2025-06-02 01:19:59,631] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 01:58:31,044] [SEDG] [INFO] Epoch:24 || Train Acc@1  57.50 ( 57.83), Train Cla Loss 5.2908e+02 (6.1935e+02)
[2025-06-02 01:58:31,525] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [87.0, 84.0, 56.0, 48.0, 54.0], Val Loss  [0.40677885711193085, 0.47369346022605896, 0.7001426070928574, 1.1445901989936829, 1.6321991682052612] || Best Acc@1:67.400
[2025-06-02 01:58:31,525] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3865883350372314, 3.7738269567489624, 4.923710584640503, 4.620281457901001, 5.9161622524261475, 5.541946172714233, 4.769643068313599, 5.075685501098633, 6.405800104141235, 4.811577081680298]
[2025-06-02 01:58:31,549] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 02:36:41,098] [SEDG] [INFO] Epoch:25 || Train Acc@1  59.44 ( 58.34), Train Cla Loss 4.4675e+02 (5.5618e+02)
[2025-06-02 02:36:41,488] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [87.0, 81.0, 55.0, 48.0, 54.0], Val Loss  [0.40131479501724243, 0.47403231263160706, 0.707689106464386, 1.1524667143821716, 1.641194760799408] || Best Acc@1:67.400
[2025-06-02 02:36:41,488] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3944987654685974, 3.781485080718994, 4.927535533905029, 4.623107433319092, 5.92006778717041, 5.545104503631592, 4.77194344997406, 5.077571392059326, 6.402859687805176, 4.806770086288452]
[2025-06-02 02:36:41,517] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 03:15:52,588] [SEDG] [INFO] Epoch:26 || Train Acc@1  59.72 ( 59.45), Train Cla Loss 3.8653e+02 (4.6349e+02)
[2025-06-02 03:15:53,054] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [87.0, 81.0, 57.0, 49.0, 54.0], Val Loss  [0.39838598668575287, 0.4691948890686035, 0.6941681802272797, 1.1313974261283875, 1.6165031790733337] || Best Acc@1:67.400
[2025-06-02 03:15:53,055] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3664711713790894, 3.7453514337539673, 4.892682075500488, 4.595670700073242, 5.897505283355713, 5.538214206695557, 4.773837327957153, 5.08282470703125, 6.409391164779663, 4.810530304908752]
[2025-06-02 03:15:53,077] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 03:56:15,102] [SEDG] [INFO] Epoch:27 || Train Acc@1  57.22 ( 59.54), Train Cla Loss 3.8555e+02 (4.0915e+02)
[2025-06-02 03:56:15,575] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [87.0, 80.0, 57.0, 49.0, 54.0], Val Loss  [0.39268583059310913, 0.46690090000629425, 0.6930145919322968, 1.1262437105178833, 1.610695719718933] || Best Acc@1:67.400
[2025-06-02 03:56:15,575] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.3580498695373535, 3.7343363761901855, 4.881889343261719, 4.588493824005127, 5.897129774093628, 5.544205665588379, 4.77985954284668, 5.0879809856414795, 6.410374402999878, 4.804835081100464]
[2025-06-02 03:56:15,609] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 04:34:43,058] [SEDG] [INFO] Epoch:28 || Train Acc@1  60.00 ( 60.11), Train Cla Loss 2.9778e+02 (3.5714e+02)
[2025-06-02 04:34:43,489] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [87.0, 80.0, 60.0, 49.0, 54.0], Val Loss  [0.3883354663848877, 0.46266384422779083, 0.6830753982067108, 1.106356680393219, 1.5846666097640991] || Best Acc@1:67.400
[2025-06-02 04:34:43,489] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.322852373123169, 3.6884701251983643, 4.82891845703125, 4.540350437164307, 5.845454216003418, 5.510957717895508, 4.7592504024505615, 5.069096088409424, 6.3884100914001465, 4.784593343734741]
[2025-06-02 04:34:43,522] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 05:13:29,386] [SEDG] [INFO] Epoch:29 || Train Acc@1  59.72 ( 61.00), Train Cla Loss 3.2740e+02 (3.2178e+02)
[2025-06-02 05:13:29,863] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [87.0, 82.0, 61.0, 49.0, 54.0], Val Loss  [0.3862932473421097, 0.45781105756759644, 0.6686599850654602, 1.0819012522697449, 1.552744746208191] || Best Acc@1:67.400
[2025-06-02 05:13:29,863] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.2825416326522827, 3.6382193565368652, 4.7833170890808105, 4.509350061416626, 5.822347164154053, 5.497590065002441, 4.751210927963257, 5.061114311218262, 6.372113943099976, 4.7685770988464355]
[2025-06-02 05:13:29,898] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 05:54:01,608] [SEDG] [INFO] Epoch:30 || Train Acc@1  63.06 ( 61.64), Train Cla Loss 2.9388e+02 (2.9937e+02)
[2025-06-02 05:54:02,094] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [86.0, 76.0, 59.0, 49.0, 54.0], Val Loss  [0.3852963149547577, 0.4625452756881714, 0.6837208569049835, 1.0978198051452637, 1.567864179611206] || Best Acc@1:67.400
[2025-06-02 05:54:02,094] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.291160821914673, 3.638517379760742, 4.772889137268066, 4.497552156448364, 5.796915769577026, 5.460719585418701, 4.715234279632568, 5.022289037704468, 6.321443796157837, 4.741007089614868]
[2025-06-02 05:54:02,127] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 06:34:02,727] [SEDG] [INFO] Epoch:31 || Train Acc@1  62.50 ( 61.94), Train Cla Loss 2.7248e+02 (2.8032e+02)
[2025-06-02 06:34:03,155] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [86.0, 76.0, 60.0, 49.0, 54.0], Val Loss  [0.38208070397377014, 0.45835283398628235, 0.6746509373188019, 1.0810509324073792, 1.5394312143325806] || Best Acc@1:67.400
[2025-06-02 06:34:03,156] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.2509100437164307, 3.5842463970184326, 4.720664978027344, 4.457279443740845, 5.757553339004517, 5.4323506355285645, 4.698482036590576, 5.006266832351685, 6.299101829528809, 4.7212207317352295]
[2025-06-02 06:34:03,191] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 07:15:28,908] [SEDG] [INFO] Epoch:32 || Train Acc@1  65.56 ( 63.12), Train Cla Loss 2.3691e+02 (2.5610e+02)
[2025-06-02 07:15:29,324] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [86.0, 76.0, 60.0, 49.0, 54.0], Val Loss  [0.3797111213207245, 0.4559990167617798, 0.6678186357021332, 1.0670836865901947, 1.5198965072631836] || Best Acc@1:67.400
[2025-06-02 07:15:29,324] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.222898840904236, 3.5406936407089233, 4.666745185852051, 4.407164096832275, 5.698711633682251, 5.38422966003418, 4.659155488014221, 4.964552402496338, 6.243727684020996, 4.673670291900635]
[2025-06-02 07:15:29,353] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 07:56:41,144] [SEDG] [INFO] Epoch:33 || Train Acc@1  64.72 ( 63.68), Train Cla Loss 2.2965e+02 (2.3811e+02)
[2025-06-02 07:56:41,547] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [86.0, 76.0, 63.0, 49.0, 55.0], Val Loss  [0.37927377223968506, 0.4532749503850937, 0.653021514415741, 1.0376983284950256, 1.482113540172577] || Best Acc@1:67.400
[2025-06-02 07:56:41,547] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.1734055280685425, 3.4754326343536377, 4.590204954147339, 4.3385910987854, 5.618163347244263, 5.316182851791382, 4.603795289993286, 4.9077723026275635, 6.171461582183838, 4.620242357254028]
[2025-06-02 07:56:41,579] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 08:38:00,173] [SEDG] [INFO] Epoch:34 || Train Acc@1  65.28 ( 64.56), Train Cla Loss 1.8685e+02 (2.2085e+02)
[2025-06-02 08:38:00,570] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [86.0, 80.0, 63.0, 49.0, 55.0], Val Loss  [0.38107065856456757, 0.4491170197725296, 0.6325150728225708, 1.0008992552757263, 1.4330701231956482] || Best Acc@1:67.400
[2025-06-02 08:38:00,570] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.106937527656555, 3.3778289556503296, 4.470188617706299, 4.229871988296509, 5.4845359325408936, 5.196354866027832, 4.504513740539551, 4.804027318954468, 6.042497873306274, 4.523800373077393]
[2025-06-02 08:38:00,602] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 09:18:08,424] [SEDG] [INFO] Epoch:35 || Train Acc@1  64.17 ( 65.11), Train Cla Loss 2.0828e+02 (2.0537e+02)
[2025-06-02 09:18:08,834] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [86.0, 78.0, 63.0, 49.0, 55.0], Val Loss  [0.38215966522693634, 0.4519077241420746, 0.6344209313392639, 0.993029773235321, 1.4169003367424011] || Best Acc@1:67.400
[2025-06-02 09:18:08,834] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.0776405334472656, 3.3301557302474976, 4.40422260761261, 4.168362617492676, 5.409332513809204, 5.129503011703491, 4.448262453079224, 4.745426893234253, 5.9646453857421875, 4.460526704788208]
[2025-06-02 09:18:08,861] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 09:58:18,603] [SEDG] [INFO] Epoch:36 || Train Acc@1  68.06 ( 65.95), Train Cla Loss 1.7311e+02 (1.9181e+02)
[2025-06-02 09:58:19,059] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [86.0, 78.0, 64.0, 50.0, 56.0], Val Loss  [0.38386474549770355, 0.4510643929243088, 0.6242665648460388, 0.9717954099178314, 1.3882984519004822] || Best Acc@1:67.400
[2025-06-02 09:58:19,059] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [2.039225399494171, 3.2717186212539673, 4.3284592628479, 4.098669052124023, 5.322970628738403, 5.049408912658691, 4.379172086715698, 4.672482490539551, 5.870525598526001, 4.391857147216797]
[2025-06-02 09:58:19,093] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 10:30:07,253] [SEDG] [INFO] Epoch:37 || Train Acc@1  70.00 ( 66.33), Train Cla Loss 1.6945e+02 (1.7864e+02)
