[2025-09-16 15:30:07,329] [SEDG] [INFO] 
[2025-09-16 15:30:07,329] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-16 15:30:19,758] [SEDG] [INFO] Epoch:0 || Train Acc@1  56.39 ( 52.96), Train Cla Loss 2.0359e+02 (2.6963e+02)
[2025-09-16 15:30:26,291] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [48.09619140625, 48.296592712402344, 49.799598693847656, 52.75827407836914, 51.554664611816406], Val Loss  [0.6705353847725358, 0.6691741865718054, 0.6852793692347998, 0.6270949032863858, 0.6485217497006821] || Best Acc@1:50.101
[2025-09-16 15:30:26,292] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [49.648948669433594, 48.746238708496094, 48.345035552978516, 49.648948669433594, 53.15947723388672, 51.75526428222656, 50.05015182495117, 48.54563903808594, 48.345035552978516, 49.74924850463867], Test Loss [0.6734392471992623, 0.6653737726517642, 0.6674214793423353, 0.6866481222264625, 0.6207180633587966, 0.6438079795005209, 0.6714737811681619, 0.6639699455249752, 0.664641298944039, 0.6856440527508467]
[2025-09-16 15:30:26,302] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-16 15:30:41,440] [SEDG] [INFO] Epoch:1 || Train Acc@1  54.86 ( 55.86), Train Cla Loss 1.8547e+02 (1.8906e+02)
[2025-09-16 15:30:50,423] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [68.93787384033203, 67.8356704711914, 63.82765579223633, 86.25877380371094, 76.32898712158203], Val Loss  [0.5989891055351747, 0.5975747851427189, 0.6176966095496275, 0.5529067812855528, 0.590058444675017] || Best Acc@1:72.638
[2025-09-16 15:30:50,424] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [69.4082260131836, 69.30792236328125, 67.9037094116211, 63.89167404174805, 87.06118774414062, 77.33199310302734, 69.30792236328125, 68.8064193725586, 67.9037094116211, 63.89167404174805], Test Loss [0.6121905672036059, 0.5942988599554347, 0.5944473741047361, 0.6172438371803242, 0.5479961403513863, 0.5854347174241765, 0.6102057591364639, 0.5958724662198226, 0.5959766661989294, 0.618508147141161]
[2025-09-16 15:30:50,447] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-16 15:31:10,627] [SEDG] [INFO] Epoch:2 || Train Acc@1  55.00 ( 55.90), Train Cla Loss 1.8488e+02 (1.8154e+02)
[2025-09-16 15:31:20,958] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [67.53507232666016, 65.3306655883789, 57.715431213378906, 85.75727081298828, 75.52658081054688], Val Loss  [0.6213156961964701, 0.6286983869835465, 0.6588502920462278, 0.5447086428806799, 0.5888855172136244] || Best Acc@1:72.638
[2025-09-16 15:31:20,958] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [68.00401306152344, 67.40220642089844, 64.49348449707031, 57.87362289428711, 86.15847778320312, 75.92778015136719, 67.50251007080078, 67.9037094116211, 64.89468383789062, 58.074222564697266], Test Loss [0.6232942153840749, 0.6179122678494621, 0.6266116863387519, 0.6589469433787355, 0.5430489572263888, 0.5851747443228811, 0.6213830577334765, 0.6168695608734965, 0.6242126460778438, 0.6579830933478077]
[2025-09-16 15:31:20,982] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-16 15:31:36,511] [SEDG] [INFO] Epoch:3 || Train Acc@1  61.39 ( 56.37), Train Cla Loss 1.5343e+02 (1.7683e+02)
[2025-09-16 15:31:44,478] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [68.63727569580078, 67.43486785888672, 63.627254486083984, 87.06118774414062, 76.32898712158203], Val Loss  [0.6047467082918049, 0.6100852219518536, 0.6372627495285982, 0.5401758829593181, 0.5765271516836276] || Best Acc@1:72.638
[2025-09-16 15:31:44,478] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [69.60882568359375, 69.30792236328125, 68.00401306152344, 63.59077453613281, 87.46238708496094, 76.52958679199219, 69.60882568359375, 69.00701904296875, 68.00401306152344, 63.79137420654297], Test Loss [0.6071355491727142, 0.6007831759055854, 0.6073820521025625, 0.6363175867672789, 0.535539891380245, 0.5749526084246582, 0.6068344222028612, 0.6005457523115421, 0.6063769625326098, 0.6366134879282986]
[2025-09-16 15:31:44,498] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-16 15:32:04,717] [SEDG] [INFO] Epoch:4 || Train Acc@1  55.28 ( 56.14), Train Cla Loss 1.7774e+02 (1.7479e+02)
[2025-09-16 15:32:15,599] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [68.83767700195312, 67.63526916503906, 63.9278564453125, 86.65998077392578, 76.22868347167969], Val Loss  [0.6053714412964417, 0.6091561692511152, 0.6335673665474795, 0.5480055820678875, 0.5847753653435435] || Best Acc@1:72.658
[2025-09-16 15:32:15,599] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [69.7091293334961, 69.30792236328125, 68.10431671142578, 63.89167404174805, 87.26178741455078, 76.62989044189453, 69.7091293334961, 69.1073226928711, 68.10431671142578, 64.19258117675781], Test Loss [0.6105051167391488, 0.6020665587848024, 0.6062726095662552, 0.6329346357161925, 0.5444383655890539, 0.5830830302138027, 0.6088600882675607, 0.6022411375012298, 0.6060015248319689, 0.6325238344064328]
[2025-09-16 15:32:15,622] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-16 15:32:35,714] [SEDG] [INFO] Epoch:5 || Train Acc@1  56.39 ( 56.00), Train Cla Loss 1.7081e+02 (1.7311e+02)
[2025-09-16 15:32:44,874] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [70.84168243408203, 73.74749755859375, 67.7354736328125, 70.91273498535156, 62.48746109008789], Val Loss  [0.6170202518751722, 0.6116854897242987, 0.6309420507035418, 0.6157107979746735, 0.6403070165735549] || Best Acc@1:72.658
[2025-09-16 15:32:44,874] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [61.885658264160156, 70.1103286743164, 74.02206420898438, 68.30491638183594, 70.6118392944336, 63.18956756591797, 62.08625793457031, 69.8094253540039, 73.92176818847656, 67.00100708007812], Test Loss [0.6405658749424467, 0.6133055467543416, 0.6085831909146209, 0.6310092479199799, 0.6153210142670328, 0.6385483274847239, 0.639379196504174, 0.614134541336249, 0.6085061551096925, 0.631257028314271]
[2025-09-16 15:32:44,899] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-16 15:32:59,755] [SEDG] [INFO] Epoch:6 || Train Acc@1  54.31 ( 56.12), Train Cla Loss 1.7530e+02 (1.7063e+02)
[2025-09-16 15:33:06,564] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [64.0280532836914, 66.43286895751953, 59.71944046020508, 65.29589080810547, 61.384151458740234], Val Loss  [0.6389896772906393, 0.6417541438209747, 0.660194489903345, 0.6096244761075753, 0.6319020368988321] || Best Acc@1:72.658
[2025-09-16 15:33:06,565] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [60.28084182739258, 64.29287719726562, 66.19859313964844, 60.4814453125, 65.09528350830078, 62.48746109008789, 58.375125885009766, 64.39318084716797, 65.79739379882812, 60.08024215698242], Test Loss [0.6445316183889881, 0.635658528764126, 0.6393219093860332, 0.6601528699323909, 0.606549507756171, 0.6296864138204331, 0.6439318701759384, 0.6361814074913262, 0.6395052384469311, 0.6604098147948981]
[2025-09-16 15:33:06,582] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-16 15:33:17,329] [SEDG] [INFO] Epoch:7 || Train Acc@1  58.75 ( 56.01), Train Cla Loss 1.6423e+02 (1.6914e+02)
[2025-09-16 15:33:24,426] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [68.83767700195312, 67.43486785888672, 63.82765579223633, 86.35907745361328, 76.22868347167969], Val Loss  [0.6061954277311872, 0.6109348807879583, 0.6334431982470419, 0.577318309063658, 0.6030697509900498] || Best Acc@1:72.658
[2025-09-16 15:33:24,426] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [69.60882568359375, 69.4082260131836, 67.9037094116211, 63.39017105102539, 86.86058044433594, 76.62989044189453, 69.7091293334961, 69.30792236328125, 68.40521240234375, 63.59077453613281], Test Loss [0.6147091313374556, 0.602363757288444, 0.6081014604362824, 0.6329719227558392, 0.5745529227534173, 0.6017986959296698, 0.6140054608419642, 0.6034890385783663, 0.608612634353676, 0.6329298532355871]
[2025-09-16 15:33:24,446] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-16 15:33:39,905] [SEDG] [INFO] Epoch:8 || Train Acc@1  55.14 ( 56.01), Train Cla Loss 1.6744e+02 (1.6681e+02)
[2025-09-16 15:33:47,683] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [74.54910278320312, 73.24649047851562, 67.33467102050781, 77.43229675292969, 67.6028060913086], Val Loss  [0.6060370824380007, 0.6028557416193471, 0.6240320307219435, 0.5909490717449781, 0.6187672335860005] || Best Acc@1:72.658
[2025-09-16 15:33:47,683] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [66.59980010986328, 75.32598114013672, 72.61785125732422, 67.00100708007812, 76.73019409179688, 67.3019027709961, 67.40220642089844, 75.12537384033203, 73.01905822753906, 66.90070343017578], Test Loss [0.6249924196881301, 0.6025269201909049, 0.6004078740341853, 0.623599463025689, 0.5894233970608611, 0.6176114632349196, 0.624502013415965, 0.6037243332642849, 0.599978929835791, 0.6235205645905574]
[2025-09-16 15:33:47,712] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-16 15:33:59,626] [SEDG] [INFO] Epoch:9 || Train Acc@1  55.28 ( 55.57), Train Cla Loss 1.7205e+02 (1.6677e+02)
[2025-09-16 15:34:06,251] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [71.14228820800781, 75.25050354003906, 71.5430908203125, 70.6118392944336, 62.08625793457031], Val Loss  [0.6141309720241952, 0.6042435033049038, 0.6199432832444598, 0.6157529200450588, 0.6383147929592381] || Best Acc@1:72.658
[2025-09-16 15:34:06,252] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [62.888668060302734, 71.81544494628906, 75.82748413085938, 71.6148452758789, 70.3109359741211, 62.48746109008789, 63.28987121582031, 71.41424560546875, 75.92778015136719, 71.11334228515625], Test Loss [0.6360645427507766, 0.6111936161487009, 0.6023172589697116, 0.6197784450372219, 0.6145113038801501, 0.6373082248114774, 0.6355400332954966, 0.6126328257165677, 0.6023079764281017, 0.6193356397996097]
[2025-09-16 15:34:06,278] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-16 15:34:24,962] [SEDG] [INFO] Epoch:10 || Train Acc@1  59.03 ( 55.76), Train Cla Loss 1.5973e+02 (1.6357e+02)
[2025-09-16 15:34:33,092] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [70.64128112792969, 72.84569549560547, 66.3326644897461, 71.41424560546875, 62.98896789550781], Val Loss  [0.6287932607358347, 0.6269875971492164, 0.6459651395887555, 0.6114237403558752, 0.633996402368383] || Best Acc@1:72.658
[2025-09-16 15:34:33,093] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [61.48445510864258, 70.91273498535156, 72.5175552368164, 65.49649047851562, 70.51153564453125, 64.29287719726562, 61.78535461425781, 70.1103286743164, 72.71815490722656, 65.69709014892578], Test Loss [0.6411022945655623, 0.6259558851286067, 0.6256586449555194, 0.6462041587982637, 0.6097100170828036, 0.6319775205916364, 0.6410212699125858, 0.6265506743189085, 0.625171016247844, 0.6464596310015787]
[2025-09-16 15:34:33,123] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-16 15:34:45,673] [SEDG] [INFO] Epoch:11 || Train Acc@1  51.67 ( 55.56), Train Cla Loss 1.6984e+02 (1.6281e+02)
[2025-09-16 15:34:52,282] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [74.84970092773438, 72.94589233398438, 67.33467102050781, 77.93379974365234, 68.8064193725586], Val Loss  [0.6055450488426881, 0.6011129578273139, 0.6198073340083411, 0.6026711991223074, 0.6252514713386834] || Best Acc@1:72.658
[2025-09-16 15:34:52,282] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [70.3109359741211, 75.42627716064453, 73.31996154785156, 67.00100708007812, 78.23470306396484, 68.60581970214844, 70.3109359741211, 74.52357482910156, 73.01905822753906, 68.5055160522461], Test Loss [0.6259028639573391, 0.60294549455614, 0.5989709875528647, 0.6194339548812109, 0.6011149236407418, 0.6235939126794293, 0.6245293657303813, 0.60422727038174, 0.5994304603296393, 0.6201426323462155]
[2025-09-16 15:34:52,299] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-16 15:35:05,030] [SEDG] [INFO] Epoch:12 || Train Acc@1  54.31 ( 55.69), Train Cla Loss 1.6339e+02 (1.6062e+02)
[2025-09-16 15:35:11,848] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [69.93988037109375, 68.83767700195312, 64.62925720214844, 84.55366516113281, 76.52958679199219], Val Loss  [0.6068431872404171, 0.6071120633152062, 0.6275497536382121, 0.5849136441736785, 0.6137755238782678] || Best Acc@1:72.898
[2025-09-16 15:35:11,848] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [69.7091293334961, 70.3109359741211, 69.30792236328125, 64.99498748779297, 85.35607147216797, 75.52658081054688, 69.90972900390625, 70.0100326538086, 68.60581970214844, 65.89768981933594], Test Loss [0.6214313722302467, 0.6040582387832366, 0.6051147264487287, 0.627791831103586, 0.5832618037939311, 0.6121817560588105, 0.6210418415882643, 0.6054041259506402, 0.6056499092007352, 0.6278849081505266]
[2025-09-16 15:35:11,863] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-16 15:35:22,304] [SEDG] [INFO] Epoch:13 || Train Acc@1  52.78 ( 55.71), Train Cla Loss 1.6307e+02 (1.5877e+02)
[2025-09-16 15:35:28,185] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [68.63727569580078, 66.93386840820312, 62.62525177001953, 87.16148376464844, 76.32898712158203], Val Loss  [0.6184179315825025, 0.6206263589237878, 0.6401076917657871, 0.5715327638919757, 0.6044997263217762] || Best Acc@1:72.898
[2025-09-16 15:35:28,186] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [69.30792236328125, 69.1073226928711, 67.00100708007812, 62.48746109008789, 87.26178741455078, 76.52958679199219, 69.1073226928711, 69.1073226928711, 67.3019027709961, 62.48746109008789], Test Loss [0.6249350978952712, 0.6158522884608989, 0.6187244656093142, 0.6408924400627075, 0.5690218506151121, 0.6026746957687102, 0.6241610410101076, 0.6162347881461577, 0.617870643062362, 0.6398849484315488]
[2025-09-16 15:35:28,206] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-16 15:35:39,823] [SEDG] [INFO] Epoch:14 || Train Acc@1  58.75 ( 55.51), Train Cla Loss 1.4955e+02 (1.5763e+02)
[2025-09-16 15:35:47,405] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [69.53907775878906, 68.13627624511719, 64.4288558959961, 85.75727081298828, 76.62989044189453], Val Loss  [0.6166463149095585, 0.6170595966742368, 0.6331047163697665, 0.5836703120884948, 0.6115308386033612] || Best Acc@1:72.898
[2025-09-16 15:35:47,405] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [69.7091293334961, 69.7091293334961, 68.60581970214844, 64.79438018798828, 86.45938110351562, 76.12838745117188, 69.8094253540039, 69.30792236328125, 68.5055160522461, 65.39618682861328], Test Loss [0.6251964600179475, 0.6140679123408815, 0.6151412740394607, 0.633533035800115, 0.5813380071487925, 0.6110065845453153, 0.6244178837017644, 0.6150815825285381, 0.6152943873716333, 0.633168175263534]
[2025-09-16 15:35:47,425] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-16 15:36:00,434] [SEDG] [INFO] Epoch:15 || Train Acc@1  53.06 ( 55.44), Train Cla Loss 1.5988e+02 (1.5631e+02)
[2025-09-16 15:36:07,364] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [69.53907775878906, 68.33667755126953, 65.03005981445312, 84.75426483154297, 76.32898712158203], Val Loss  [0.6198779047132733, 0.6228802937543941, 0.6402962949567425, 0.589475098619968, 0.6155860815029087] || Best Acc@1:72.898
[2025-09-16 15:36:07,364] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [69.8094253540039, 70.21063232421875, 69.20762634277344, 65.09528350830078, 86.05817413330078, 75.72718048095703, 70.0100326538086, 69.8094253540039, 68.90672302246094, 66.09829711914062], Test Loss [0.6280302896482894, 0.6173985315899672, 0.6206635062170842, 0.6403786514324314, 0.5874077378806761, 0.6150843444894046, 0.6279601258643293, 0.6181537202272636, 0.6210989150384005, 0.640498528987498]
[2025-09-16 15:36:07,381] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-16 15:36:18,849] [SEDG] [INFO] Epoch:16 || Train Acc@1  55.00 ( 55.24), Train Cla Loss 1.5809e+02 (1.5537e+02)
[2025-09-16 15:36:25,361] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [69.7394790649414, 72.74549102783203, 66.73346710205078, 69.20762634277344, 62.186561584472656], Val Loss  [0.6459286058832983, 0.6451762060603063, 0.6543813829192656, 0.6404892754411267, 0.6512048814815647] || Best Acc@1:72.898
[2025-09-16 15:36:25,362] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [62.587764739990234, 70.3109359741211, 72.91875457763672, 66.80039978027344, 68.8064193725586, 63.59077453613281, 61.18355178833008, 69.30792236328125, 72.5175552368164, 65.89768981933594], Test Loss [0.6539988867497611, 0.6441746718785468, 0.6435469652011377, 0.6546551325734903, 0.6390523588286718, 0.6503621978888899, 0.6540707037106919, 0.6446026493099293, 0.6437702659618412, 0.6552040875256958]
[2025-09-16 15:36:25,377] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-16 15:36:37,234] [SEDG] [INFO] Epoch:17 || Train Acc@1  53.47 ( 55.26), Train Cla Loss 1.5172e+02 (1.5382e+02)
[2025-09-16 15:36:43,177] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [68.73747253417969, 67.13426971435547, 63.727455139160156, 86.96088409423828, 76.42929077148438], Val Loss  [0.6335241738445534, 0.638270445003777, 0.6533434162875693, 0.5931084169786697, 0.6174678119159152] || Best Acc@1:72.898
[2025-09-16 15:36:43,177] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [69.4082260131836, 69.4082260131836, 67.70310974121094, 63.39017105102539, 87.6629867553711, 76.73019409179688, 69.7091293334961, 68.8064193725586, 67.9037094116211, 63.28987121582031], Test Loss [0.634280393989299, 0.6320357005837688, 0.6371739943742513, 0.6538669310936119, 0.5909120408199735, 0.6162907202002278, 0.6342505256055948, 0.6326010279813287, 0.6373556020745303, 0.6536370542128322]
[2025-09-16 15:36:43,191] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-16 15:36:54,002] [SEDG] [INFO] Epoch:18 || Train Acc@1  56.94 ( 54.97), Train Cla Loss 1.4553e+02 (1.5280e+02)
[2025-09-16 15:37:00,413] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [69.23847961425781, 68.13627624511719, 64.4288558959961, 86.65998077392578, 76.22868347167969], Val Loss  [0.6370495932852338, 0.6406606937458138, 0.6537126680175384, 0.6092799796742446, 0.6301957133301761] || Best Acc@1:72.938
[2025-09-16 15:37:00,413] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [69.60882568359375, 69.60882568359375, 68.30491638183594, 64.19258117675781, 87.16148376464844, 76.42929077148438, 69.8094253540039, 69.1073226928711, 68.40521240234375, 65.29589080810547], Test Loss [0.6411914765057617, 0.6358986922587411, 0.6394664915418673, 0.6537127173771949, 0.6075979988338237, 0.6295962765319656, 0.6409330727343813, 0.6365012465532469, 0.6399769134961495, 0.653584639849132]
[2025-09-16 15:37:00,426] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-16 15:37:11,174] [SEDG] [INFO] Epoch:19 || Train Acc@1  55.97 ( 54.80), Train Cla Loss 1.4591e+02 (1.5217e+02)
[2025-09-16 15:37:17,725] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [69.43888092041016, 68.13627624511719, 64.52906036376953, 86.15847778320312, 76.32898712158203], Val Loss  [0.6311042679096749, 0.6340718808059463, 0.648352251143637, 0.6129724945921596, 0.6325963653676369] || Best Acc@1:72.938
[2025-09-16 15:37:17,726] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [69.50852966308594, 69.8094253540039, 68.5055160522461, 64.79438018798828, 86.76028442382812, 76.32898712158203, 69.8094253540039, 69.4082260131836, 68.40521240234375, 65.49649047851562], Test Loss [0.6409097388610916, 0.6295654232666987, 0.6324652936776638, 0.6482962258720589, 0.6115282513313332, 0.6323857505319112, 0.6407203633663289, 0.6305315147192332, 0.6334418693899271, 0.6489219080242016]
[2025-09-16 15:37:17,743] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-16 15:37:29,057] [SEDG] [INFO] Epoch:20 || Train Acc@1  59.03 ( 55.02), Train Cla Loss 1.3951e+02 (1.5003e+02)
[2025-09-16 15:37:35,244] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [69.53907775878906, 67.33467102050781, 62.52505111694336, 85.75727081298828, 75.12537384033203], Val Loss  [0.6441329898002869, 0.6469455865437617, 0.6590880713386382, 0.6277056550429602, 0.6412043280921944] || Best Acc@1:72.938
[2025-09-16 15:37:35,245] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [69.30792236328125, 70.1103286743164, 67.80341339111328, 62.286861419677734, 86.25877380371094, 75.52658081054688, 69.1073226928711, 69.4082260131836, 67.40220642089844, 62.186561584472656], Test Loss [0.6494147352493156, 0.6424895802974223, 0.6459653617266786, 0.6591917714001303, 0.6257898387841977, 0.6407661139666138, 0.6492706692087256, 0.6428108694799686, 0.6460500242956424, 0.6593733265502761]
[2025-09-16 15:37:35,261] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-16 15:37:49,900] [SEDG] [INFO] Epoch:21 || Train Acc@1  55.83 ( 54.62), Train Cla Loss 1.4675e+02 (1.4890e+02)
[2025-09-16 15:38:01,655] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [69.93988037109375, 72.54508972167969, 66.3326644897461, 71.6148452758789, 63.59077453613281], Val Loss  [0.6594300772957429, 0.6591096716318914, 0.6655099403882074, 0.6576583830260465, 0.6624876353422642] || Best Acc@1:72.938
[2025-09-16 15:38:01,667] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [62.888668060302734, 70.1103286743164, 72.31694793701172, 65.79739379882812, 70.81243896484375, 64.49348449707031, 62.286861419677734, 70.4112319946289, 72.61785125732422, 65.99799346923828], Test Loss [0.6632662948777707, 0.6587192453855019, 0.6581366792126907, 0.6654956664819057, 0.6564477506348697, 0.6623110172741392, 0.6628303933765369, 0.6587478957898399, 0.6583020623732235, 0.6655129121323168]
[2025-09-16 15:38:01,711] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-16 15:38:25,149] [SEDG] [INFO] Epoch:22 || Train Acc@1  53.89 ( 54.66), Train Cla Loss 1.4863e+02 (1.4820e+02)
[2025-09-16 15:38:42,198] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [74.64929962158203, 73.5470962524414, 69.23847961425781, 75.12537384033203, 65.59679412841797], Val Loss  [0.6452695770349675, 0.643192528603311, 0.6508271843493582, 0.6387079211032259, 0.6497638855678746] || Best Acc@1:72.938
[2025-09-16 15:38:42,198] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [64.99498748779297, 74.82447052001953, 74.62387084960938, 69.60882568359375, 74.92477416992188, 65.59679412841797, 65.09528350830078, 74.12236785888672, 73.31996154785156, 67.70310974121094], Test Loss [0.6536982660307927, 0.6438751594950944, 0.6415044681478288, 0.651085096830829, 0.6369416277889263, 0.6494811952652161, 0.6535324096799255, 0.6445162166563893, 0.6417979134719374, 0.6512492190870861]
[2025-09-16 15:38:42,234] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-16 15:39:04,368] [SEDG] [INFO] Epoch:23 || Train Acc@1  57.92 ( 54.59), Train Cla Loss 1.4149e+02 (1.4723e+02)
[2025-09-16 15:39:22,184] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [74.048095703125, 71.74348449707031, 65.43086242675781, 80.842529296875, 70.21063232421875], Val Loss  [0.6472941560592346, 0.6493642013631985, 0.6601775697094644, 0.6369677392267057, 0.6488357522901346] || Best Acc@1:72.938
[2025-09-16 15:39:22,185] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [70.1103286743164, 74.62387084960938, 71.9157485961914, 64.79438018798828, 80.74222564697266, 69.8094253540039, 70.6118392944336, 73.72116088867188, 71.41424560546875, 64.59378051757812], Test Loss [0.655252846157778, 0.6460428341939194, 0.648089680891697, 0.6599968452989278, 0.635562002718628, 0.6487128744154063, 0.6546947407268114, 0.6463877897683452, 0.6484654868617579, 0.6604801818145553]
[2025-09-16 15:39:22,220] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-16 15:39:46,051] [SEDG] [INFO] Epoch:24 || Train Acc@1  55.69 ( 54.84), Train Cla Loss 1.4498e+02 (1.4574e+02)
[2025-09-16 15:39:57,854] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [69.53907775878906, 68.73747253417969, 65.23046112060547, 84.35305786132812, 76.22868347167969], Val Loss  [0.6422868224088558, 0.6427872608563227, 0.6532663024499087, 0.6325647372419879, 0.6454229056536255] || Best Acc@1:72.938
[2025-09-16 15:39:57,855] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [70.1103286743164, 70.0100326538086, 69.30792236328125, 65.29589080810547, 84.75426483154297, 75.82748413085938, 70.21063232421875, 69.90972900390625, 68.8064193725586, 66.09829711914062], Test Loss [0.6501689662067678, 0.6409964755162552, 0.6414873613158583, 0.6532798145216709, 0.6313051886878975, 0.6453338419063878, 0.6495534956993286, 0.6415726467742844, 0.6417204952885658, 0.6533196622294671]
[2025-09-16 15:39:57,876] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-16 15:40:15,340] [SEDG] [INFO] Epoch:25 || Train Acc@1  59.44 ( 54.64), Train Cla Loss 1.4120e+02 (1.4524e+02)
[2025-09-16 15:40:23,316] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [74.64929962158203, 72.0440902709961, 67.03406524658203, 77.23169708251953, 67.80341339111328], Val Loss  [0.6551356129273623, 0.6562328619326284, 0.6627242333425548, 0.6485089582569501, 0.655965341727736] || Best Acc@1:72.938
[2025-09-16 15:40:23,317] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [67.3019027709961, 75.92778015136719, 73.01905822753906, 66.29889678955078, 77.23169708251953, 67.50251007080078, 67.50251007080078, 74.92477416992188, 72.61785125732422, 66.19859313964844], Test Loss [0.6601867664422291, 0.6543774133101629, 0.6549449928306649, 0.6626370632899561, 0.6468164745041934, 0.6557762890067718, 0.6595181313417142, 0.6545125100175021, 0.6552515022135307, 0.6625517983374409]
[2025-09-16 15:40:23,336] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-16 15:40:35,308] [SEDG] [INFO] Epoch:26 || Train Acc@1  51.67 ( 54.59), Train Cla Loss 1.4767e+02 (1.4431e+02)
[2025-09-16 15:40:41,287] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [68.63727569580078, 67.03406524658203, 62.92585372924805, 87.56269073486328, 76.62989044189453], Val Loss  [0.6554264282893562, 0.6590176810004668, 0.6682351311605297, 0.6331131928184686, 0.6448968046287835] || Best Acc@1:72.938
[2025-09-16 15:40:41,288] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [69.20762634277344, 69.1073226928711, 67.3019027709961, 62.38716125488281, 87.76329040527344, 76.62989044189453, 69.60882568359375, 68.70611572265625, 67.50251007080078, 63.18956756591797], Test Loss [0.6551594527339266, 0.6543811723485276, 0.6585019204537632, 0.6685789793042266, 0.6309794520542639, 0.6446511878771194, 0.654974917112406, 0.6542834701724612, 0.6579369518199679, 0.6681409841076421]
[2025-09-16 15:40:41,305] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-16 15:40:53,544] [SEDG] [INFO] Epoch:27 || Train Acc@1  53.19 ( 54.81), Train Cla Loss 1.4328e+02 (1.4349e+02)
[2025-09-16 15:40:59,719] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [68.93787384033203, 67.63526916503906, 63.627254486083984, 86.96088409423828, 76.62989044189453], Val Loss  [0.6637779958023576, 0.6647916438584337, 0.6716022545206762, 0.6407213180569732, 0.652020588143539] || Best Acc@1:72.938
[2025-09-16 15:40:59,719] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [69.60882568359375, 69.4082260131836, 68.00401306152344, 63.28987121582031, 87.56269073486328, 76.83049011230469, 69.7091293334961, 68.8064193725586, 68.10431671142578, 63.89167404174805], Test Loss [0.6626281300064554, 0.6631097039105063, 0.6642987925406085, 0.6717761555311075, 0.6389217218879233, 0.651872750569729, 0.6626063298318188, 0.6627307968847491, 0.6637577965123245, 0.6711588869601817]
[2025-09-16 15:40:59,731] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-16 15:41:10,592] [SEDG] [INFO] Epoch:28 || Train Acc@1  55.83 ( 55.05), Train Cla Loss 1.4192e+02 (1.4217e+02)
[2025-09-16 15:41:16,817] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [69.43888092041016, 68.13627624511719, 64.32865905761719, 85.95787048339844, 76.42929077148438], Val Loss  [0.6389092619051198, 0.6410178677113596, 0.6522764975656727, 0.6369525368139521, 0.6434364021123352] || Best Acc@1:72.938
[2025-09-16 15:41:16,817] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [69.7091293334961, 69.7091293334961, 68.8064193725586, 64.29287719726562, 87.3620834350586, 76.12838745117188, 69.8094253540039, 69.20762634277344, 68.5055160522461, 65.39618682861328], Test Loss [0.6426933314520473, 0.6368205663313717, 0.6390668694807988, 0.6508435592608323, 0.6350497418086053, 0.642634946580158, 0.6412768586349105, 0.6375174720882771, 0.6390556764220043, 0.6506996594197533]
[2025-09-16 15:41:16,835] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-16 15:41:27,680] [SEDG] [INFO] Epoch:29 || Train Acc@1  56.81 ( 57.30), Train Cla Loss 1.3816e+02 (1.3816e+02)
[2025-09-16 15:41:35,384] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [69.53907775878906, 68.83767700195312, 65.63126373291016, 83.95185852050781, 76.12838745117188], Val Loss  [0.633805961790448, 0.6351779026832275, 0.6465322826811689, 0.6240470577386341, 0.6357098079492958] || Best Acc@1:72.938
[2025-09-16 15:41:35,385] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [70.0100326538086, 70.1103286743164, 69.50852966308594, 65.49649047851562, 84.25276184082031, 75.92778015136719, 70.21063232421875, 70.0100326538086, 68.90672302246094, 66.39920043945312], Test Loss [0.6403264254481049, 0.6320424363869004, 0.6338608269705815, 0.6459330965427601, 0.6223757586244834, 0.6360190043238962, 0.6393509799523004, 0.6328821036975865, 0.6337354738590352, 0.6461857203973332]
[2025-09-16 15:41:35,413] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-16 15:41:47,649] [SEDG] [INFO] Epoch:30 || Train Acc@1  57.78 ( 57.70), Train Cla Loss 1.3709e+02 (1.3732e+02)
[2025-09-16 15:41:54,983] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [69.6392822265625, 69.03807830810547, 66.23246765136719, 82.94884490966797, 76.12838745117188], Val Loss  [0.6357675483804905, 0.6406349192162554, 0.6516425757704374, 0.6219528428649711, 0.6320740776052446] || Best Acc@1:72.938
[2025-09-16 15:41:54,984] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [70.3109359741211, 70.21063232421875, 69.8094253540039, 66.09829711914062, 83.04914855957031, 76.32898712158203, 70.1103286743164, 69.90972900390625, 69.30792236328125, 66.80039978027344], Test Loss [0.6379439012337114, 0.6343449167047843, 0.6392557289798855, 0.6509430818596001, 0.6204425007433686, 0.631962259172078, 0.6369202371346675, 0.6348258864915478, 0.6388400992156271, 0.6508653820338196]
[2025-09-16 15:41:55,000] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-16 15:42:06,750] [SEDG] [INFO] Epoch:31 || Train Acc@1  53.75 ( 57.98), Train Cla Loss 1.3784e+02 (1.3641e+02)
[2025-09-16 15:42:13,416] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [69.53907775878906, 68.63727569580078, 65.23046112060547, 84.25276184082031, 76.22868347167969], Val Loss  [0.6383291976246422, 0.6414232801101012, 0.6509265018130591, 0.6205583095191833, 0.6305578260746978] || Best Acc@1:72.938
[2025-09-16 15:42:13,416] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [70.0100326538086, 70.0100326538086, 69.20762634277344, 65.19558715820312, 84.65396118164062, 76.02808380126953, 70.21063232421875, 69.8094253540039, 68.90672302246094, 66.19859313964844], Test Loss [0.6399898958301831, 0.6369855903694359, 0.6397953423836764, 0.6504278389836027, 0.618281216116822, 0.6301751000472272, 0.6389328237761227, 0.6371293622727618, 0.6398143878313101, 0.650557611985814]
[2025-09-16 15:42:13,435] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-16 15:42:27,839] [SEDG] [INFO] Epoch:32 || Train Acc@1  58.33 ( 57.90), Train Cla Loss 1.3542e+02 (1.3642e+02)
[2025-09-16 15:42:35,205] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [69.53907775878906, 68.43687438964844, 64.72946166992188, 84.25276184082031, 76.32898712158203], Val Loss  [0.6443472172549827, 0.6468695373477821, 0.6563989995476717, 0.6406895751460505, 0.6460448150170842] || Best Acc@1:72.938
[2025-09-16 15:42:35,209] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [69.90972900390625, 70.0100326538086, 69.20762634277344, 65.09528350830078, 84.85456085205078, 76.02808380126953, 70.0100326538086, 69.8094253540039, 68.8064193725586, 66.19859313964844], Test Loss [0.6479461673150211, 0.6429892049629686, 0.6454456611167464, 0.6553140734597936, 0.6389759632505648, 0.6463533856325905, 0.6461926044049928, 0.6429685012866166, 0.6450520013734594, 0.6551744747185779]
[2025-09-16 15:42:35,234] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-16 15:42:47,098] [SEDG] [INFO] Epoch:33 || Train Acc@1  59.44 ( 57.94), Train Cla Loss 1.3678e+02 (1.3595e+02)
[2025-09-16 15:42:54,016] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [69.7394790649414, 68.63727569580078, 67.03406524658203, 80.44132232666016, 76.12838745117188], Val Loss  [0.6457078354153222, 0.6487838989030383, 0.6580103515145296, 0.6268017617845487, 0.6372148386812736] || Best Acc@1:72.938
[2025-09-16 15:42:54,018] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [70.4112319946289, 70.6118392944336, 69.90972900390625, 67.40220642089844, 81.4443359375, 75.42627716064453, 70.91273498535156, 71.0130386352539, 69.90972900390625, 67.70310974121094], Test Loss [0.6467268938047357, 0.644403229027598, 0.6475830347152985, 0.657400648297374, 0.6248552769332855, 0.6374304261107143, 0.6458245411799209, 0.6445586656854528, 0.6471380927378579, 0.6573039222146229]
[2025-09-16 15:42:54,036] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-16 15:43:09,671] [SEDG] [INFO] Epoch:34 || Train Acc@1  59.17 ( 58.28), Train Cla Loss 1.3453e+02 (1.3543e+02)
[2025-09-16 15:43:18,818] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [69.6392822265625, 68.73747253417969, 66.03206634521484, 83.24974822998047, 76.02808380126953], Val Loss  [0.6453257598475607, 0.6480837607670403, 0.657183449469014, 0.6301666596229959, 0.6390458809337023] || Best Acc@1:72.938
[2025-09-16 15:43:18,818] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [70.21063232421875, 70.1103286743164, 69.4082260131836, 65.79739379882812, 83.14945220947266, 76.02808380126953, 70.21063232421875, 69.90972900390625, 69.1073226928711, 66.49949645996094], Test Loss [0.6473795739315458, 0.6440776313319727, 0.6465799957364349, 0.656412792002545, 0.6277767472424981, 0.6387519985287933, 0.646030289239606, 0.643807774740332, 0.6463438334651553, 0.6564073356965121]
[2025-09-16 15:43:18,854] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-16 15:43:35,896] [SEDG] [INFO] Epoch:35 || Train Acc@1  60.97 ( 58.24), Train Cla Loss 1.3340e+02 (1.3518e+02)
[2025-09-16 15:43:43,912] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [69.43888092041016, 68.73747253417969, 66.03206634521484, 83.35005187988281, 75.92778015136719], Val Loss  [0.6459591311061071, 0.6485668676410744, 0.6569507634472512, 0.6342634176060093, 0.6435621444177005] || Best Acc@1:72.938
[2025-09-16 15:43:43,913] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [70.21063232421875, 70.1103286743164, 69.30792236328125, 65.89768981933594, 83.45034790039062, 75.72718048095703, 70.1103286743164, 69.90972900390625, 69.1073226928711, 66.29889678955078], Test Loss [0.6481822816993194, 0.6445070631286445, 0.6468923919896783, 0.6565167876997348, 0.6323809453931711, 0.6434172705757463, 0.6469512111325202, 0.6447834154906699, 0.6470337954304044, 0.6562858461855408]
[2025-09-16 15:43:43,940] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-16 15:43:57,780] [SEDG] [INFO] Epoch:36 || Train Acc@1  60.00 ( 58.29), Train Cla Loss 1.3216e+02 (1.3489e+02)
[2025-09-16 15:44:05,443] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [69.6392822265625, 68.83767700195312, 66.13226318359375, 83.35005187988281, 75.92778015136719], Val Loss  [0.6448167861105206, 0.6468657633823479, 0.6555998725499323, 0.6336489215179336, 0.6426271339476766] || Best Acc@1:72.938
[2025-09-16 15:44:05,443] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [70.3109359741211, 70.0100326538086, 69.50852966308594, 65.89768981933594, 83.24974822998047, 75.82748413085938, 70.1103286743164, 69.90972900390625, 69.1073226928711, 66.49949645996094], Test Loss [0.6487812735850259, 0.6434584795651489, 0.6453155093231316, 0.6551390970602198, 0.6319272045266544, 0.6425601478923886, 0.647674098655716, 0.643666109266348, 0.645332693396026, 0.655250572811517]
[2025-09-16 15:44:05,466] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-16 15:44:16,806] [SEDG] [INFO] Epoch:37 || Train Acc@1  56.94 ( 58.44), Train Cla Loss 1.3644e+02 (1.3451e+02)
[2025-09-16 15:44:23,838] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [69.43888092041016, 68.83767700195312, 65.43086242675781, 83.65095520019531, 75.92778015136719], Val Loss  [0.6430447047841333, 0.6447704046188232, 0.6533032435931281, 0.6338370940988975, 0.6426431946194877] || Best Acc@1:72.938
[2025-09-16 15:44:23,839] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [70.21063232421875, 70.0100326538086, 69.30791473388672, 65.29589080810547, 83.95185852050781, 76.02808380126953, 70.21063232421875, 69.8094253540039, 69.00701904296875, 66.29889678955078], Test Loss [0.6469318035732181, 0.6414682408393086, 0.642762043531106, 0.6526153320175714, 0.6319155037223755, 0.6430327956870183, 0.6457422559813726, 0.6415408089263748, 0.6427462937958621, 0.6522267331689626]
[2025-09-16 15:44:23,857] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-16 15:44:34,578] [SEDG] [INFO] Epoch:38 || Train Acc@1  55.69 ( 58.37), Train Cla Loss 1.3879e+02 (1.3484e+02)
[2025-09-16 15:44:40,675] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [70.34068298339844, 68.73747253417969, 68.43687438964844, 77.03109741210938, 75.12537384033203], Val Loss  [0.6444652348099825, 0.6465812462843014, 0.6567819714546204, 0.6392623685307823, 0.6485696537803145] || Best Acc@1:72.938
[2025-09-16 15:44:40,675] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [70.91273498535156, 71.21363830566406, 70.21063232421875, 68.40521240234375, 78.33500671386719, 74.92477416992188, 71.21363830566406, 70.91273498535156, 70.0100326538086, 68.5055160522461], Test Loss [0.6495982699073783, 0.6429368906776788, 0.6450154814820591, 0.6559244741049549, 0.6380382139560811, 0.6487366857834781, 0.6489467550304493, 0.6436507292951241, 0.644814354545972, 0.6561132660481253]
[2025-09-16 15:44:40,694] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-16 15:44:52,572] [SEDG] [INFO] Epoch:39 || Train Acc@1  61.94 ( 58.66), Train Cla Loss 1.3197e+02 (1.3450e+02)
[2025-09-16 15:45:00,640] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [69.83968353271484, 68.63727569580078, 67.03406524658203, 80.74222564697266, 76.12838745117188], Val Loss  [0.6460904133821537, 0.6477153033675077, 0.6557091135300233, 0.6391804328892631, 0.6463370041598527] || Best Acc@1:72.938
[2025-09-16 15:45:00,640] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [70.4112319946289, 70.6118392944336, 70.0100326538086, 67.10130310058594, 81.54463195800781, 75.52658081054688, 70.51153564453125, 70.7121353149414, 69.90972900390625, 67.70310974121094], Test Loss [0.650328516362304, 0.6447735715175464, 0.6462115869598618, 0.6551176884109781, 0.6374238294249432, 0.64677021490296, 0.649142602501566, 0.6449771757231074, 0.6461650152861653, 0.6551521196886673]
[2025-09-16 15:45:00,658] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-16 15:45:18,497] [SEDG] [INFO] Epoch:40 || Train Acc@1  61.94 ( 58.65), Train Cla Loss 1.3214e+02 (1.3442e+02)
[2025-09-16 15:45:27,938] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [70.04008483886719, 68.73747253417969, 67.23446655273438, 80.24072265625, 75.82748413085938], Val Loss  [0.6516454778835625, 0.653793852529927, 0.6605738749007185, 0.6384792703922199, 0.6463280328537301] || Best Acc@1:72.938
[2025-09-16 15:45:27,938] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [70.6118392944336, 70.7121353149414, 70.0100326538086, 67.3019027709961, 81.1434326171875, 75.52658081054688, 70.6118392944336, 70.81243896484375, 70.1103286743164, 67.70310974121094], Test Loss [0.6539085164830581, 0.6508232642678823, 0.6524813003621345, 0.6603704200704454, 0.6365722414244381, 0.6463025490881328, 0.6529368809017997, 0.6507725545850657, 0.6521940718562815, 0.6602066129356353]
[2025-09-16 15:45:27,965] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-16 15:45:44,303] [SEDG] [INFO] Epoch:41 || Train Acc@1  58.06 ( 58.64), Train Cla Loss 1.3668e+02 (1.3437e+02)
[2025-09-16 15:45:53,048] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [70.240478515625, 68.73747253417969, 67.7354736328125, 78.93681335449219, 76.12838745117188], Val Loss  [0.6508409397635527, 0.6532572855452498, 0.6616374626905025, 0.6392777400126787, 0.6472426071807876] || Best Acc@1:72.938
[2025-09-16 15:45:53,048] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [70.6118392944336, 71.11334228515625, 70.1103286743164, 67.9037094116211, 80.34102630615234, 75.22567749023438, 70.51153564453125, 71.0130386352539, 70.0100326538086, 67.9037094116211], Test Loss [0.6527803821214582, 0.6500709521973743, 0.6524420792504084, 0.6610557820756313, 0.6380291887247933, 0.647285798966227, 0.6520183388304447, 0.6500566358432368, 0.6522007453644886, 0.6610348233607493]
[2025-09-16 15:45:53,074] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-16 15:46:09,984] [SEDG] [INFO] Epoch:42 || Train Acc@1  59.31 ( 58.63), Train Cla Loss 1.3428e+02 (1.3441e+02)
[2025-09-16 15:46:16,626] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [70.34068298339844, 68.73747253417969, 68.2364730834961, 77.33199310302734, 75.42627716064453], Val Loss  [0.6444993240083148, 0.6468765091800499, 0.6545483809195922, 0.6310703839318325, 0.6399371653287078] || Best Acc@1:72.938
[2025-09-16 15:46:16,626] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [70.7121353149414, 71.11334228515625, 70.21063232421875, 68.30491638183594, 78.63591003417969, 74.62387084960938, 71.0130386352539, 70.91273498535156, 70.0100326538086, 68.60581970214844], Test Loss [0.6472290194740028, 0.6436023375574301, 0.6455562899679453, 0.6540527605006066, 0.6292445904153998, 0.639826865349275, 0.6459775045140457, 0.6435124928518428, 0.645703173030463, 0.6541472407975192]
[2025-09-16 15:46:16,640] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-16 15:46:27,054] [SEDG] [INFO] Epoch:43 || Train Acc@1  59.44 ( 58.92), Train Cla Loss 1.3485e+02 (1.3405e+02)
[2025-09-16 15:46:33,213] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [69.93988037109375, 68.73747253417969, 66.83367156982422, 81.54463195800781, 76.12838745117188], Val Loss  [0.6480657736619632, 0.6499166606901166, 0.6576248674927828, 0.6342543012639106, 0.6445401896803884] || Best Acc@1:72.938
[2025-09-16 15:46:33,213] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [70.3109359741211, 70.21063232421875, 70.0100326538086, 66.59980010986328, 82.24674224853516, 75.62688446044922, 70.21063232421875, 70.3109359741211, 69.7091293334961, 66.90070343017578], Test Loss [0.6517554341012999, 0.6466381636522001, 0.6482847913457015, 0.6571588079214336, 0.6324522926312393, 0.6452263036486856, 0.6507652578286923, 0.6467165539233591, 0.6481110051857194, 0.656962071043797]
[2025-09-16 15:46:33,226] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-16 15:46:48,318] [SEDG] [INFO] Epoch:44 || Train Acc@1  59.44 ( 58.73), Train Cla Loss 1.3467e+02 (1.3422e+02)
[2025-09-16 15:46:58,270] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [69.7394790649414, 68.93787384033203, 66.53306579589844, 82.24674224853516, 76.12838745117188], Val Loss  [0.6490031283699678, 0.6504575645995283, 0.6581429447344167, 0.6387268047753643, 0.6470438336417333] || Best Acc@1:72.938
[2025-09-16 15:46:58,271] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [70.3109359741211, 70.1103286743164, 69.90972900390625, 66.49949645996094, 82.64794158935547, 75.52658081054688, 70.1103286743164, 70.1103286743164, 69.4082260131836, 66.90070343017578], Test Loss [0.6527570533298083, 0.6477712310902931, 0.6491026501119914, 0.6578984377137875, 0.6372401396871928, 0.6474802178987409, 0.6516270889202833, 0.6476106729765713, 0.648799939643416, 0.6576946346666533]
[2025-09-16 15:46:58,300] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-16 15:47:15,543] [SEDG] [INFO] Epoch:45 || Train Acc@1  58.61 ( 58.90), Train Cla Loss 1.3450e+02 (1.3411e+02)
[2025-09-16 15:47:24,390] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [70.04008483886719, 68.73747253417969, 67.23446655273438, 80.14041900634766, 75.92778015136719], Val Loss  [0.6481025800676289, 0.6492779246551957, 0.6567810571982053, 0.6391521991195985, 0.6476051052331685] || Best Acc@1:72.938
[2025-09-16 15:47:24,390] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [70.6118392944336, 70.81243896484375, 70.1103286743164, 67.50251007080078, 80.94282531738281, 75.32598114013672, 70.7121353149414, 70.81243896484375, 69.90972900390625, 67.80341339111328], Test Loss [0.6522978127540772, 0.6470233426170579, 0.6478044640575512, 0.6563965963384691, 0.6376223235335967, 0.6476793727401267, 0.6512257953584493, 0.6472339029297786, 0.6476979453561299, 0.6562495330869853]
[2025-09-16 15:47:24,418] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-16 15:47:38,877] [SEDG] [INFO] Epoch:46 || Train Acc@1  57.50 ( 59.05), Train Cla Loss 1.3360e+02 (1.3388e+02)
[2025-09-16 15:47:46,894] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [70.04008483886719, 68.63727569580078, 67.03406524658203, 81.04312896728516, 76.12838745117188], Val Loss  [0.6484939791635426, 0.6506113875843957, 0.6580911137775811, 0.6328131598359723, 0.6432464692513706] || Best Acc@1:72.938
[2025-09-16 15:47:46,894] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [70.51153564453125, 70.51153564453125, 70.0100326538086, 67.20160675048828, 81.64493560791016, 75.42627716064453, 70.51153564453125, 70.7121353149414, 70.0100326538086, 67.6028060913086], Test Loss [0.6514598020579415, 0.6470839412903475, 0.6489376734826366, 0.657721610581026, 0.6310350517690959, 0.6439723072343748, 0.6503846289640444, 0.6470594257863618, 0.6488878041834626, 0.6574140918051586]
[2025-09-16 15:47:46,911] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-16 15:48:00,156] [SEDG] [INFO] Epoch:47 || Train Acc@1  60.69 ( 58.97), Train Cla Loss 1.3214e+02 (1.3392e+02)
[2025-09-16 15:48:06,721] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [71.24248504638672, 71.04208374023438, 69.33867645263672, 69.00701904296875, 72.2166519165039], Val Loss  [0.6632104917375262, 0.6641152609804112, 0.6719163762543626, 0.6573797012403712, 0.6659282143400569] || Best Acc@1:72.938
[2025-09-16 15:48:06,721] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [72.41725158691406, 71.41424560546875, 71.21363830566406, 70.1103286743164, 70.21063232421875, 72.01605224609375, 72.2166519165039, 71.9157485961914, 71.3139419555664, 69.50852966308594], Test Loss [0.6675754300091666, 0.6625118550350338, 0.6636176464430905, 0.6714505294978679, 0.6567556577675799, 0.6657908985703257, 0.6672049011127162, 0.6629248926847605, 0.6635495308887516, 0.6713825540174333]
[2025-09-16 15:48:06,736] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-16 15:48:18,355] [SEDG] [INFO] Epoch:48 || Train Acc@1  60.28 ( 58.87), Train Cla Loss 1.3202e+02 (1.3402e+02)
[2025-09-16 15:48:26,543] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [69.83968353271484, 68.83767700195312, 66.93386840820312, 81.4443359375, 76.02808380126953], Val Loss  [0.6494552820383427, 0.6516669590869743, 0.6591291149298032, 0.6349219575210464, 0.6451365098790635] || Best Acc@1:72.938
[2025-09-16 15:48:26,546] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [70.4112319946289, 70.51153564453125, 70.0100326538086, 67.00100708007812, 81.7452392578125, 75.72718048095703, 70.4112319946289, 70.51153564453125, 69.90972900390625, 67.3019027709961], Test Loss [0.6529861279093514, 0.6482389646403888, 0.6500273462284054, 0.6588575296559808, 0.6333115560001691, 0.6459301561266633, 0.6520132103798502, 0.6482180658888553, 0.6501303362392016, 0.6586560251839542]
[2025-09-16 15:48:26,581] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-16 15:48:45,008] [SEDG] [INFO] Epoch:49 || Train Acc@1  60.14 ( 59.26), Train Cla Loss 1.3311e+02 (1.3368e+02)
[2025-09-16 15:48:55,078] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [69.6392822265625, 68.43687438964844, 64.72946166992188, 84.95486450195312, 76.32898712158203], Val Loss  [0.6519647139107775, 0.6536485398699621, 0.6628064834522102, 0.6290019602330781, 0.6439294950773149] || Best Acc@1:72.938
[2025-09-16 15:48:55,079] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [70.0100326538086, 69.90972900390625, 68.90672302246094, 64.79438018798828, 85.55667114257812, 75.62688446044922, 70.1103286743164, 69.60882568359375, 68.90672302246094, 65.99799346923828], Test Loss [0.654620146859015, 0.6510012281335584, 0.6525990988689296, 0.6628637683905714, 0.6276745049501493, 0.6442607607143215, 0.6539923718484976, 0.65101336201311, 0.6529269158062988, 0.6622742040824507]
[2025-09-16 15:48:55,107] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-16 15:49:04,602] [SEDG] [INFO] Val  Acc@1: [69.23847961425781, 68.13627624511719, 64.4288558959961, 86.65998077392578, 76.22868347167969], Val Loss  [0.6370495997354358, 0.6406607021071867, 0.6537126852180771, 0.609279989120116, 0.6301957221782076]
[2025-09-16 15:49:04,613] [SEDG] [INFO] Test  Acc@1: [69.60882568359375, 69.60882568359375, 68.30491638183594, 64.19258117675781, 87.16148376464844, 76.42929077148438, 69.8094253540039, 69.1073226928711, 68.40521240234375, 65.29589080810547], Test Loss [0.6411914807504254, 0.6358986912424132, 0.6394664904657553, 0.6537127283176664, 0.6075980205951985, 0.6295962652327902, 0.6409330643048378, 0.6365012311289757, 0.6399769158875094, 0.6535846424198437]
[2025-09-16 15:49:04,614] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-16 15:49:04,648] [SEDG] [INFO] Val  Mean&Var: [(69.18934, 1.5462544), (68.16893, 1.6236126), (64.285706, 1.4386142), (86.80556, 1.1216608), (76.404144, 1.643609)]
[2025-09-16 15:49:04,649] [SEDG] [INFO] Test  Mean&Var: [(69.6047, 1.5575587), (69.6047, 1.4324793), (68.398964, 1.4022863), (64.331505, 1.6744059), (87.1337, 0.9778481), (76.51862, 1.4739616), (69.887054, 1.2508258), (69.192604, 1.4225779), (68.58211, 1.6139879), (65.17094, 1.7355589)]
