[2025-09-24 15:37:51,556] [SEDG] [INFO] 
[2025-09-24 15:37:51,557] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 15:38:15,440] [SEDG] [INFO] Epoch:0 || Train Acc@1  75.69 ( 68.91), Train Cla Loss 5.7878e+01 (6.2516e+01)
[2025-09-24 15:38:26,793] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [66.83367156982422, 64.92986297607422, 56.813629150390625, 87.9638900756836, 76.52958679199219], Val Loss  [0.6395134875674047, 0.6484683580054549, 0.6747313784454055, 0.5635562643124802, 0.6019616771485645] || Best Acc@1:70.614
[2025-09-24 15:38:26,794] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [67.70310974121094, 67.10130310058594, 64.29287719726562, 57.27181625366211, 88.06419372558594, 77.23169708251953, 67.9037094116211, 67.20160675048828, 65.29589080810547, 58.27482604980469], Test Loss [0.6368591391454369, 0.6371269438905247, 0.6475340129140627, 0.6737300511468258, 0.5611633794716632, 0.6006084379843747, 0.6361166071389599, 0.6368819041739974, 0.6456876116148089, 0.672360192988079]
[2025-09-24 15:38:26,813] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 15:38:50,767] [SEDG] [INFO] Epoch:1 || Train Acc@1  74.58 ( 74.85), Train Cla Loss 5.3763e+01 (5.5089e+01)
[2025-09-24 15:39:01,989] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [68.13627624511719, 65.63126373291016, 58.9178352355957, 88.16449737548828, 76.22868347167969], Val Loss  [0.6154412061035752, 0.6239381034770805, 0.6637258502190003, 0.5129220504818135, 0.5731380118529799] || Best Acc@1:71.416
[2025-09-24 15:39:01,989] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [68.10431671142578, 67.9037094116211, 65.29589080810547, 58.676029205322266, 88.16449737548828, 77.63289642333984, 68.70611572265625, 67.80341339111328, 65.79739379882812, 59.17753219604492], Test Loss [0.6191977297171667, 0.6112912809896612, 0.6222969227831964, 0.6628512413116731, 0.5089502153449217, 0.5699646220044602, 0.6178898538127466, 0.611625258398869, 0.6198146148335372, 0.6606724878610556]
[2025-09-24 15:39:02,008] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 15:39:24,939] [SEDG] [INFO] Epoch:2 || Train Acc@1  73.75 ( 75.18), Train Cla Loss 5.2015e+01 (5.2100e+01)
[2025-09-24 15:39:33,929] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [66.03206634521484, 63.52705383300781, 55.11022186279297, 87.16148376464844, 77.23169708251953], Val Loss  [0.6239170632763712, 0.6375606098251496, 0.6870342448861422, 0.5057766336196643, 0.568745807874406] || Best Acc@1:71.416
[2025-09-24 15:39:33,930] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [67.6028060913086, 66.49949645996094, 62.98896789550781, 54.7642936706543, 87.86359405517578, 77.63289642333984, 67.20160675048828, 66.39920043945312, 64.19258117675781, 54.96489334106445], Test Loss [0.6226954561776837, 0.6190974231708493, 0.6361782501788891, 0.687272808556571, 0.5014240724093457, 0.5635820753356757, 0.6210790163535651, 0.6182517204265537, 0.632668933454703, 0.6844342215250105]
[2025-09-24 15:39:33,950] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 15:39:55,105] [SEDG] [INFO] Epoch:3 || Train Acc@1  77.22 ( 75.73), Train Cla Loss 4.9846e+01 (5.0645e+01)
[2025-09-24 15:40:07,253] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [66.63327026367188, 64.32865905761719, 55.91182327270508, 87.6629867553711, 77.23169708251953], Val Loss  [0.6213808132555776, 0.6381595748698783, 0.6953613876340863, 0.47385527030634905, 0.5494610699810977] || Best Acc@1:71.416
[2025-09-24 15:40:07,253] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [67.9037094116211, 66.70010375976562, 63.79137420654297, 55.96790313720703, 88.2647933959961, 77.53260040283203, 67.40220642089844, 66.80039978027344, 64.39318084716797, 56.97091293334961], Test Loss [0.6188734789250966, 0.6157282543038891, 0.6361477917271369, 0.6937628158834298, 0.467770185071224, 0.544235663225084, 0.6164556293334502, 0.6146193363721536, 0.6318622170503783, 0.6919962078063873]
[2025-09-24 15:40:07,317] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 15:40:32,165] [SEDG] [INFO] Epoch:4 || Train Acc@1  78.06 ( 76.12), Train Cla Loss 4.8818e+01 (4.9731e+01)
[2025-09-24 15:40:42,949] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [66.3326644897461, 64.4288558959961, 56.212425231933594, 87.6629867553711, 77.03109741210938], Val Loss  [0.6091328455594355, 0.625219647416132, 0.6827831113027906, 0.48738150431614824, 0.5533365135565923] || Best Acc@1:71.416
[2025-09-24 15:40:42,950] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [67.80341339111328, 66.59980010986328, 63.89167404174805, 55.96790313720703, 87.9638900756836, 77.73320007324219, 67.6028060913086, 66.80039978027344, 64.39318084716797, 57.07121276855469], Test Loss [0.6092430711270813, 0.60353484899254, 0.623289832977976, 0.6803313722103506, 0.4821802836841901, 0.5492407540261088, 0.6057538640355633, 0.6032436017167484, 0.6194907395148588, 0.6780291829209629]
[2025-09-24 15:40:42,972] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 15:41:07,084] [SEDG] [INFO] Epoch:5 || Train Acc@1  78.61 ( 76.46), Train Cla Loss 4.6592e+01 (4.9006e+01)
[2025-09-24 15:41:16,977] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [66.93386840820312, 65.03005981445312, 57.01403045654297, 87.56269073486328, 76.83049011230469], Val Loss  [0.6139142756949446, 0.6272874915289258, 0.6880800626082029, 0.4755110115321015, 0.5565750020198382] || Best Acc@1:71.416
[2025-09-24 15:41:16,981] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [68.10431671142578, 67.00100708007812, 64.29287719726562, 56.67000961303711, 88.36509704589844, 78.03410339355469, 68.00401306152344, 67.00100708007812, 64.29287719726562, 57.87362289428711], Test Loss [0.6208154537015358, 0.6066028821910755, 0.6235380731112022, 0.6875063796100789, 0.4700163574730501, 0.5507913744796362, 0.6165064515297487, 0.6061550846310293, 0.6212971390429567, 0.6841054405706936]
[2025-09-24 15:41:17,013] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 15:41:38,744] [SEDG] [INFO] Epoch:6 || Train Acc@1  77.78 ( 77.07), Train Cla Loss 4.6843e+01 (4.8143e+01)
[2025-09-24 15:41:50,351] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [66.53306579589844, 64.32865905761719, 56.11222457885742, 87.6629867553711, 77.03109741210938], Val Loss  [0.632133290022313, 0.6516507524765565, 0.7163495301961421, 0.45135892651145654, 0.5401865222389505] || Best Acc@1:71.416
[2025-09-24 15:41:50,352] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [68.10431671142578, 66.70010375976562, 63.79137420654297, 55.466400146484375, 88.36509704589844, 77.73320007324219, 67.6028060913086, 66.70010375976562, 64.29287719726562, 56.67000961303711], Test Loss [0.6247546676408084, 0.6247798371817188, 0.6486152303493848, 0.7162945407443683, 0.4441794426654024, 0.5334141747045182, 0.6214169813254652, 0.6241014652708947, 0.6452637874374657, 0.7127402665741824]
[2025-09-24 15:41:50,378] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 15:42:15,946] [SEDG] [INFO] Epoch:7 || Train Acc@1  78.61 ( 77.53), Train Cla Loss 4.6363e+01 (4.7369e+01)
[2025-09-24 15:42:27,979] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [66.43286895751953, 64.32865905761719, 56.01202392578125, 87.6629867553711, 76.73019409179688], Val Loss  [0.628511788790116, 0.6482427403300941, 0.7238999747322175, 0.45921892376099094, 0.5531709481146534] || Best Acc@1:71.416
[2025-09-24 15:42:27,979] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [67.6028060913086, 66.39920043945312, 63.99197769165039, 56.16850662231445, 87.9638900756836, 77.83350372314453, 67.6028060913086, 66.90070343017578, 64.39318084716797, 56.67000961303711], Test Loss [0.6307946595409091, 0.6217954283731513, 0.6454116133533964, 0.7221104716106785, 0.4534718894671533, 0.5467736242766844, 0.6269194489735419, 0.6211620380311696, 0.6392778706407116, 0.7175772994786591]
[2025-09-24 15:42:28,010] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 15:42:52,475] [SEDG] [INFO] Epoch:8 || Train Acc@1  76.53 ( 77.93), Train Cla Loss 4.7468e+01 (4.6658e+01)
[2025-09-24 15:43:01,523] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [66.3326644897461, 64.4288558959961, 56.61322784423828, 87.76329040527344, 77.13139343261719], Val Loss  [0.6415862227250675, 0.6665213389363221, 0.7412816736406697, 0.4407426049202352, 0.5387966052340409] || Best Acc@1:71.416
[2025-09-24 15:43:01,525] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [67.80341339111328, 66.80039978027344, 64.09227752685547, 56.26880645751953, 87.9638900756836, 77.73320007324219, 67.70310974121094, 67.00100708007812, 64.49348449707031, 56.97091293334961], Test Loss [0.6323497492666827, 0.635241467531849, 0.6644778507523456, 0.7405573058510975, 0.43442385291742347, 0.5326341009187842, 0.626796913960035, 0.6337423003544899, 0.6587029495234475, 0.7354461215922203]
[2025-09-24 15:43:01,552] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 15:43:23,364] [SEDG] [INFO] Epoch:9 || Train Acc@1  78.33 ( 78.53), Train Cla Loss 4.6348e+01 (4.5622e+01)
[2025-09-24 15:43:34,699] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [67.33467102050781, 65.03005981445312, 57.81563186645508, 87.76329040527344, 76.93079376220703], Val Loss  [0.6243754300421369, 0.6453401996998606, 0.7056814378392481, 0.4566219673532182, 0.5396986897874142] || Best Acc@1:71.416
[2025-09-24 15:43:34,700] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [68.2046127319336, 67.20160675048828, 64.79438018798828, 57.27181625366211, 88.2647933959961, 77.63289642333984, 68.30491638183594, 67.40220642089844, 64.69408416748047, 58.174522399902344], Test Loss [0.6182486484856639, 0.6174041609706706, 0.642116091256156, 0.7056463010452217, 0.45141634578212214, 0.535117192815993, 0.6110426261049575, 0.6159011448398157, 0.6386376851898736, 0.7007068432680702]
[2025-09-24 15:43:34,725] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 15:43:59,951] [SEDG] [INFO] Epoch:10 || Train Acc@1  79.58 ( 78.98), Train Cla Loss 4.3699e+01 (4.4879e+01)
[2025-09-24 15:44:12,340] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [61.823646545410156, 56.9138298034668, 48.7975959777832, 83.14945220947266, 75.92778015136719], Val Loss  [0.6964090552502022, 0.7346307076289802, 0.8260112308070272, 0.4996695691269403, 0.5730269440676766] || Best Acc@1:71.416
[2025-09-24 15:44:12,342] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [64.99498748779297, 61.885658264160156, 57.27181625366211, 49.24774169921875, 84.15245819091797, 76.52958679199219, 64.89468383789062, 62.68806457519531, 57.773319244384766, 48.445335388183594], Test Loss [0.6661152424161867, 0.6899498820065735, 0.7337053684796111, 0.8232404756450367, 0.49076578669705867, 0.5660164990838815, 0.6636796217325817, 0.6846178702509391, 0.7245531717059366, 0.8175573883467955]
[2025-09-24 15:44:12,383] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 15:44:36,372] [SEDG] [INFO] Epoch:11 || Train Acc@1  78.33 ( 79.47), Train Cla Loss 4.4639e+01 (4.4245e+01)
[2025-09-24 15:44:45,909] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [67.93587493896484, 65.63126373291016, 59.018035888671875, 88.2647933959961, 76.73019409179688], Val Loss  [0.6246826568681874, 0.6421323380393829, 0.6988375843885188, 0.4491793338429844, 0.5372826818417881] || Best Acc@1:71.516
[2025-09-24 15:44:45,909] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [68.2046127319336, 68.00401306152344, 65.39618682861328, 58.776329040527344, 88.16449737548828, 77.43229675292969, 68.60581970214844, 67.70310974121094, 65.79739379882812, 59.17753219604492], Test Loss [0.6177125337310397, 0.6168114212355619, 0.6381098954464751, 0.6989815183723702, 0.4417168476815927, 0.5307951600644868, 0.6131925151843125, 0.6152428691102605, 0.6346537185050062, 0.6950584231551695]
[2025-09-24 15:44:45,929] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 15:45:08,647] [SEDG] [INFO] Epoch:12 || Train Acc@1  79.44 ( 79.81), Train Cla Loss 4.2562e+01 (4.3695e+01)
[2025-09-24 15:45:18,948] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [66.83367156982422, 64.62925720214844, 56.61322784423828, 87.56269073486328, 77.03109741210938], Val Loss  [0.6481986023142247, 0.6735656801349892, 0.7442066389955356, 0.42739866609678584, 0.5275194270082318] || Best Acc@1:71.516
[2025-09-24 15:45:18,948] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [68.00401306152344, 67.00100708007812, 64.19258117675781, 56.46940994262695, 88.5656967163086, 77.93379974365234, 67.9037094116211, 66.90070343017578, 64.29287719726562, 57.17151641845703], Test Loss [0.6314659018813069, 0.6413058270303272, 0.6726349147415926, 0.7437021948150551, 0.4206767267843665, 0.5213633882724413, 0.6231302633627487, 0.6393253112748011, 0.6664855168719469, 0.7382396132561005]
[2025-09-24 15:45:18,969] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 15:45:44,068] [SEDG] [INFO] Epoch:13 || Train Acc@1  81.11 ( 80.13), Train Cla Loss 4.2784e+01 (4.2859e+01)
[2025-09-24 15:45:55,121] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [63.02605438232422, 58.81763458251953, 49.59919738769531, 83.95185852050781, 77.03109741210938], Val Loss  [0.6925543571760755, 0.731066068570934, 0.8458942567896031, 0.48751750364227064, 0.5756487360330618] || Best Acc@1:71.516
[2025-09-24 15:45:55,122] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [65.29589080810547, 63.08926773071289, 58.375125885009766, 50.651954650878906, 85.35607147216797, 77.63289642333984, 64.39318084716797, 63.69107437133789, 60.38114547729492, 50.05015182495117], Test Loss [0.6751835777264541, 0.6849319984465688, 0.7311605083547839, 0.8427066686997562, 0.4781471811900048, 0.567019043200712, 0.6731136768249236, 0.680057649925695, 0.720439483193959, 0.8358231391925869]
[2025-09-24 15:45:55,143] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 15:46:19,208] [SEDG] [INFO] Epoch:14 || Train Acc@1  81.94 ( 80.56), Train Cla Loss 4.0264e+01 (4.2483e+01)
[2025-09-24 15:46:28,005] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [63.82765579223633, 61.32264709472656, 51.30260467529297, 85.95787048339844, 77.43229675292969], Val Loss  [0.6861961352562379, 0.7181000625919961, 0.8034967912700707, 0.455884853510584, 0.5460679905345232] || Best Acc@1:71.516
[2025-09-24 15:46:28,006] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [66.39920043945312, 64.19258117675781, 61.283851623535156, 51.654964447021484, 86.35907745361328, 78.13440704345703, 65.69709014892578, 65.29589080810547, 61.985958099365234, 52.256771087646484], Test Loss [0.6545112154249442, 0.6771995296090871, 0.7148260164523914, 0.8032223688683275, 0.44531287036185996, 0.5377616990234333, 0.6521601747486034, 0.6735189163098961, 0.7074860672175944, 0.7953272811627555]
[2025-09-24 15:46:28,036] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 15:46:48,602] [SEDG] [INFO] Epoch:15 || Train Acc@1  81.53 ( 80.98), Train Cla Loss 4.0830e+01 (4.1749e+01)
[2025-09-24 15:47:00,170] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [60.8216438293457, 54.909820556640625, 47.69539260864258, 81.04312896728516, 75.02507781982422], Val Loss  [0.741082003754461, 0.7905623862643041, 0.8971324103150913, 0.49816475529130266, 0.5769330786546709] || Best Acc@1:71.516
[2025-09-24 15:47:00,171] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [64.69408416748047, 61.283851623535156, 55.0651969909668, 48.24473571777344, 81.94583892822266, 75.02507781982422, 64.59378051757812, 61.885658264160156, 55.466400146484375, 47.94383239746094], Test Loss [0.6909671869416653, 0.7334214750838016, 0.7897274575477378, 0.8922202204510106, 0.48703011556518233, 0.5690880900878486, 0.6897930131334, 0.7268284430714285, 0.7750285927247379, 0.8850986549225351]
[2025-09-24 15:47:00,199] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 15:47:25,291] [SEDG] [INFO] Epoch:16 || Train Acc@1  79.72 ( 81.39), Train Cla Loss 4.1463e+01 (4.1047e+01)
[2025-09-24 15:47:37,389] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [63.12625503540039, 59.619239807128906, 49.59919738769531, 84.55366516113281, 76.93079376220703], Val Loss  [0.645517110824585, 0.6661241722250272, 0.739738346937902, 0.5065319848395399, 0.5739960535359359] || Best Acc@1:71.516
[2025-09-24 15:47:37,389] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [65.39618682861328, 63.59077453613281, 58.776329040527344, 50.75225830078125, 85.75727081298828, 77.23169708251953, 64.69408416748047, 63.79137420654297, 60.7823486328125, 50.35105514526367], Test Loss [0.643392599214881, 0.6356608046213148, 0.6615442458461734, 0.7367650163448682, 0.4999038004946924, 0.5687992501043627, 0.6373053411901775, 0.6312715818913076, 0.656068613978781, 0.7319323318293963]
[2025-09-24 15:47:37,408] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 15:48:02,388] [SEDG] [INFO] Epoch:17 || Train Acc@1  80.97 ( 81.71), Train Cla Loss 4.1511e+01 (4.0581e+01)
[2025-09-24 15:48:11,187] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [61.12224197387695, 55.811622619628906, 47.99599075317383, 82.046142578125, 75.52658081054688], Val Loss  [0.7763319957949116, 0.8404759736003761, 0.9888514304208851, 0.5107980732812566, 0.5956325602447735] || Best Acc@1:71.516
[2025-09-24 15:48:11,189] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [64.89468383789062, 61.78535461425781, 56.26880645751953, 48.345035552978516, 82.64794158935547, 75.32598114013672, 64.69408416748047, 61.985958099365234, 56.26880645751953, 48.24473571777344], Test Loss [0.7250461483910425, 0.7698245345051573, 0.8442813119175681, 0.9821157773495198, 0.49727340937856446, 0.5862233561642072, 0.7252041942018683, 0.7600162236716826, 0.824240673538914, 0.9748827319446514]
[2025-09-24 15:48:11,223] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 15:48:31,648] [SEDG] [INFO] Epoch:18 || Train Acc@1  81.39 ( 82.06), Train Cla Loss 4.1344e+01 (4.0141e+01)
[2025-09-24 15:48:43,346] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [65.8316650390625, 63.12625503540039, 54.80961990356445, 87.06118774414062, 76.93079376220703], Val Loss  [0.6737936915519959, 0.7044489671567638, 0.799519083662358, 0.4360837992000484, 0.546411285967143] || Best Acc@1:71.516
[2025-09-24 15:48:43,347] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [67.6028060913086, 66.19859313964844, 62.78836441040039, 54.262786865234375, 87.86359405517578, 77.93379974365234, 66.90070343017578, 66.19859313964844, 64.29287719726562, 54.96489334106445], Test Loss [0.6596673269090108, 0.6648005862891255, 0.7028731780879596, 0.8003438889322693, 0.4273665262201246, 0.5358078133019665, 0.6556411040582533, 0.6630499613440503, 0.6961821755291586, 0.7936964052969379]
[2025-09-24 15:48:43,370] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 15:49:08,697] [SEDG] [INFO] Epoch:19 || Train Acc@1  84.03 ( 82.34), Train Cla Loss 3.8116e+01 (3.9718e+01)
[2025-09-24 15:49:20,298] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [63.32665252685547, 60.72144317626953, 50.300601959228516, 85.15546417236328, 77.13139343261719], Val Loss  [0.7272221080525844, 0.7688491795966047, 0.8977751865654526, 0.44178246070771904, 0.5591270173923183] || Best Acc@1:71.516
[2025-09-24 15:49:20,299] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [65.69709014892578, 64.19258117675781, 60.08024215698242, 51.15346145629883, 86.35907745361328, 77.83350372314453, 65.19558715820312, 64.39318084716797, 62.286861419677734, 51.15346145629883], Test Loss [0.6991814703137849, 0.719120111663937, 0.7690756197798336, 0.8944511268896946, 0.43049102797431715, 0.5484925370398113, 0.696495107207877, 0.7130818048953532, 0.7540293625269157, 0.8870016175024249]
[2025-09-24 15:49:20,324] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 15:49:44,988] [SEDG] [INFO] Epoch:20 || Train Acc@1  83.89 ( 82.64), Train Cla Loss 3.8003e+01 (3.9133e+01)
[2025-09-24 15:49:53,589] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [65.53105926513672, 63.2264518737793, 53.507015228271484, 86.05817413330078, 76.52958679199219], Val Loss  [0.7053088042922393, 0.7402855493501576, 0.8488490278114059, 0.45079679077224005, 0.5590276097581762] || Best Acc@1:71.516
[2025-09-24 15:49:53,591] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [66.80039978027344, 64.99498748779297, 62.186561584472656, 52.858577728271484, 87.46238708496094, 78.03410339355469, 66.49949645996094, 65.89768981933594, 63.69107437133789, 54.1624870300293], Test Loss [0.6776476203498534, 0.6959650738009717, 0.7377519396506437, 0.8462276644070624, 0.43950552196655734, 0.547838641892943, 0.6767877792283788, 0.6939901112912292, 0.7264695745054912, 0.8372487974621229]
[2025-09-24 15:49:53,625] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 15:50:12,551] [SEDG] [INFO] Epoch:21 || Train Acc@1  82.36 ( 83.11), Train Cla Loss 3.9641e+01 (3.8452e+01)
[2025-09-24 15:50:22,317] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [63.627254486083984, 61.523048400878906, 51.703407287597656, 85.45636749267578, 77.03109741210938], Val Loss  [0.7223507790622826, 0.7616770943563305, 0.8577975388280376, 0.4476575414419413, 0.5504724401289386] || Best Acc@1:71.516
[2025-09-24 15:50:22,318] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [65.99799346923828, 64.29287719726562, 60.982948303222656, 52.256771087646484, 86.35907745361328, 78.33500671386719, 65.39618682861328, 65.09528350830078, 62.68806457519531, 51.554664611816406], Test Loss [0.6788835514153736, 0.7129251492418043, 0.759299211540337, 0.8582543306269402, 0.4372659440086024, 0.540221244545136, 0.6742201694394784, 0.7073990492787261, 0.7484428154429796, 0.8490827673655694]
[2025-09-24 15:50:22,340] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 15:50:49,425] [SEDG] [INFO] Epoch:22 || Train Acc@1  81.53 ( 83.27), Train Cla Loss 3.9622e+01 (3.8293e+01)
[2025-09-24 15:51:01,677] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [64.22845458984375, 62.224449157714844, 52.104209899902344, 85.75727081298828, 76.73019409179688], Val Loss  [0.7295976350446024, 0.7696538873330385, 0.8961438120964295, 0.43177931140753306, 0.5533807125230251] || Best Acc@1:71.516
[2025-09-24 15:51:01,678] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [66.39920043945312, 64.69408416748047, 61.083251953125, 52.05616760253906, 86.96088409423828, 78.03410339355469, 66.19859313964844, 65.79739379882812, 62.78836441040039, 52.35707092285156], Test Loss [0.6970636302394159, 0.7210391932050347, 0.7702678085688722, 0.8920211446440686, 0.42123582267175347, 0.5429896256749106, 0.6935591634321835, 0.7162027235255916, 0.7554389022836235, 0.8833355641771582]
[2025-09-24 15:51:01,740] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 15:51:26,612] [SEDG] [INFO] Epoch:23 || Train Acc@1  85.42 ( 83.70), Train Cla Loss 3.5916e+01 (3.7559e+01)
[2025-09-24 15:51:35,365] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [63.42685317993164, 60.62124252319336, 50.7014045715332, 85.45636749267578, 77.23169708251953], Val Loss  [0.7567356900127236, 0.8038228467136681, 0.9452503003433854, 0.45426274849514786, 0.5702693442045267] || Best Acc@1:71.516
[2025-09-24 15:51:35,380] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [65.69709014892578, 64.09227752685547, 60.28084182739258, 51.45436477661133, 86.45938110351562, 77.83350372314453, 65.09528350830078, 64.59378051757812, 62.38716125488281, 51.354061126708984], Test Loss [0.7172861848336644, 0.7473927589811556, 0.8049256618666194, 0.9428900971694839, 0.44094190690498297, 0.5578343734937302, 0.7144509882721284, 0.7406860766343869, 0.7881856462063498, 0.9316705822227234]
[2025-09-24 15:51:35,408] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 15:51:55,999] [SEDG] [INFO] Epoch:24 || Train Acc@1  86.25 ( 83.82), Train Cla Loss 3.6096e+01 (3.7250e+01)
[2025-09-24 15:52:06,641] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [62.92585372924805, 59.619239807128906, 49.29859924316406, 84.35305786132812, 76.83049011230469], Val Loss  [0.7495642996025468, 0.803766992264138, 0.9566605622639398, 0.48455918854552743, 0.589232216477992] || Best Acc@1:71.516
[2025-09-24 15:52:06,642] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [65.69709014892578, 63.49047088623047, 58.57572937011719, 50.651954650878906, 85.35607147216797, 77.13139343261719, 64.99497985839844, 63.69107437133789, 60.982948303222656, 49.648948669433594], Test Loss [0.7188406004948745, 0.7412591541901514, 0.8076054812553773, 0.9529760431502026, 0.4706487739935084, 0.5771127967023801, 0.7171803555612937, 0.7359580955390586, 0.7895610068841588, 0.942543052503075]
[2025-09-24 15:52:06,681] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 15:52:31,376] [SEDG] [INFO] Epoch:25 || Train Acc@1  85.83 ( 84.33), Train Cla Loss 3.4221e+01 (3.6749e+01)
[2025-09-24 15:52:43,291] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [65.13026428222656, 63.02605438232422, 53.1062126159668, 86.35907745361328, 77.23169708251953], Val Loss  [0.6913038130274756, 0.7180780484107788, 0.8098778896675798, 0.4232911579348259, 0.5341549390775628] || Best Acc@1:71.516
[2025-09-24 15:52:43,293] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [66.80039978027344, 65.19558715820312, 61.985958099365234, 53.25978088378906, 87.26178741455078, 78.03410339355469, 66.90070343017578, 65.99799346923828, 63.79137420654297, 53.76128387451172], Test Loss [0.6631208981051966, 0.6816951307872592, 0.7170511341860206, 0.8095392943504701, 0.4124336612439801, 0.5239244240038134, 0.6596082200556844, 0.6770302261129665, 0.7077873581749505, 0.8025240530460744]
[2025-09-24 15:52:43,314] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 15:53:08,038] [SEDG] [INFO] Epoch:26 || Train Acc@1  85.14 ( 84.47), Train Cla Loss 3.6095e+01 (3.6184e+01)
[2025-09-24 15:53:16,224] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [60.72144317626953, 54.50901794433594, 47.89579391479492, 81.1434326171875, 74.82447052001953], Val Loss  [0.7904393023144983, 0.8530092964430371, 0.988227009534358, 0.5124633269479784, 0.6029153416006113] || Best Acc@1:71.516
[2025-09-24 15:53:16,225] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [64.19258117675781, 60.982948303222656, 54.864593505859375, 47.84353256225586, 81.64493560791016, 74.72417449951172, 64.89468383789062, 61.985958099365234, 55.165496826171875, 48.24473571777344], Test Loss [0.7337570359319479, 0.7816034058630168, 0.8542075972619243, 0.9864886471835398, 0.49986130827169123, 0.5925737038000656, 0.7314252100115195, 0.7728451208819597, 0.8360193507482439, 0.9753281652269775]
[2025-09-24 15:53:16,254] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 15:53:34,074] [SEDG] [INFO] Epoch:27 || Train Acc@1  82.78 ( 84.92), Train Cla Loss 3.8555e+01 (3.5826e+01)
[2025-09-24 15:53:45,308] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [65.73146057128906, 63.82765579223633, 54.80961990356445, 87.26178741455078, 76.83049011230469], Val Loss  [0.6930472872300234, 0.7222312408124277, 0.8038685836629542, 0.4424571049069928, 0.5455620090366008] || Best Acc@1:71.516
[2025-09-24 15:53:45,308] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [67.40220642089844, 66.09829711914062, 62.78836441040039, 54.563690185546875, 87.9638900756836, 77.73320007324219, 67.20160675048828, 66.19859313964844, 63.89167404174805, 55.466400146484375], Test Loss [0.6663548930537856, 0.6827465917545192, 0.7182296751853575, 0.8024551839742402, 0.4328308858149269, 0.5353409200458373, 0.6614345896806019, 0.6792427398256935, 0.7096608648807139, 0.7979469018929461]
[2025-09-24 15:53:45,330] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 15:54:11,212] [SEDG] [INFO] Epoch:28 || Train Acc@1  85.28 ( 84.99), Train Cla Loss 3.4337e+01 (3.5414e+01)
[2025-09-24 15:54:22,372] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [63.52705383300781, 59.81964111328125, 50.200401306152344, 85.35607147216797, 77.03109741210938], Val Loss  [0.7612093949843504, 0.8094477074179717, 0.9307594491627985, 0.456855668227675, 0.5688687009342694] || Best Acc@1:71.516
[2025-09-24 15:54:22,372] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [65.29589080810547, 63.89167404174805, 59.47843551635742, 51.15346145629883, 85.75727081298828, 77.53260040283203, 65.19558715820312, 64.29287719726562, 61.083251953125, 50.45135498046875], Test Loss [0.7150114463827196, 0.7502179204700226, 0.8081874486914609, 0.929742139942548, 0.4451547885311762, 0.5576720145664579, 0.7097967928845282, 0.7448335584690243, 0.7946580158193468, 0.9207404476469953]
[2025-09-24 15:54:22,394] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 15:54:47,227] [SEDG] [INFO] Epoch:29 || Train Acc@1  85.42 ( 85.42), Train Cla Loss 3.4909e+01 (3.5065e+01)
[2025-09-24 15:54:57,704] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [59.41883850097656, 53.40681457519531, 46.69338607788086, 79.73921966552734, 73.52056121826172], Val Loss  [0.7666949848373811, 0.8158590762553091, 0.9600636122938626, 0.58704134496069, 0.6688357834949895] || Best Acc@1:71.516
[2025-09-24 15:54:57,705] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [63.99197769165039, 60.88264846801758, 53.25978088378906, 46.84052276611328, 79.13741302490234, 73.72116088867188, 63.89167404174805, 60.88264846801758, 53.96188735961914, 46.94082260131836], Test Loss [0.7569671263068227, 0.7565464997961145, 0.812577467624737, 0.9525617631890231, 0.5765939410794583, 0.6596374705418899, 0.7516441491087796, 0.7497057545866627, 0.7962663568249916, 0.9434623101290872]
[2025-09-24 15:54:57,741] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 15:55:14,026] [SEDG] [INFO] Epoch:30 || Train Acc@1  85.97 ( 85.69), Train Cla Loss 3.3763e+01 (3.4525e+01)
[2025-09-24 15:55:25,097] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [67.63526916503906, 65.63126373291016, 58.81763458251953, 87.76329040527344, 76.52958679199219], Val Loss  [0.6383155246296961, 0.6536153959845732, 0.7251171850728129, 0.45651991917950696, 0.552236037065416] || Best Acc@1:71.516
[2025-09-24 15:55:25,097] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [68.2046127319336, 67.20160675048828, 65.09528350830078, 58.375125885009766, 87.86359405517578, 77.13139343261719, 68.2046127319336, 67.50251007080078, 65.69709014892578, 58.87662887573242], Test Loss [0.6400285459150642, 0.6267617374748261, 0.6473594205071, 0.723609985296083, 0.44572997634245853, 0.5439225293867805, 0.6367138738976558, 0.6252904309552076, 0.6427124764998196, 0.7192985456111797]
[2025-09-24 15:55:25,134] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 15:55:50,602] [SEDG] [INFO] Epoch:31 || Train Acc@1  83.19 ( 85.91), Train Cla Loss 3.6691e+01 (3.4070e+01)
[2025-09-24 15:56:01,187] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [65.3306655883789, 63.42685317993164, 54.008018493652344, 86.76028442382812, 76.83049011230469], Val Loss  [0.7410389784581676, 0.777961882417331, 0.8981370082599127, 0.4187733216534407, 0.5497404680687302] || Best Acc@1:71.516
[2025-09-24 15:56:01,188] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [67.00100708007812, 65.29589080810547, 62.186561584472656, 53.66098403930664, 87.6629867553711, 77.83350372314453, 67.10130310058594, 66.09829711914062, 63.99197769165039, 54.1624870300293], Test Loss [0.7047607724740728, 0.7305741118810839, 0.7771450916647074, 0.8980211386589732, 0.4081651157098883, 0.5380489055586675, 0.7001680635521141, 0.7260235460136933, 0.7661488970280171, 0.8872959894186994]
[2025-09-24 15:56:01,220] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 15:56:25,747] [SEDG] [INFO] Epoch:32 || Train Acc@1  86.11 ( 86.12), Train Cla Loss 3.3604e+01 (3.3803e+01)
[2025-09-24 15:56:37,608] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [62.7254524230957, 58.9178352355957, 49.09819793701172, 83.95185852050781, 76.83049011230469], Val Loss  [0.7593274163698147, 0.8064187602671927, 0.9299506897438982, 0.49633663844918774, 0.5929396537206357] || Best Acc@1:71.516
[2025-09-24 15:56:37,608] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [65.49649047851562, 63.08926773071289, 58.27482604980469, 50.651954650878906, 85.35607147216797, 77.53260040283203, 64.69408416748047, 63.59077453613281, 60.28084182739258, 49.24774169921875], Test Loss [0.7165374681727219, 0.7494776127570372, 0.8036955788716629, 0.9256208246665351, 0.48173974790687907, 0.5813213939831752, 0.7176296814693252, 0.7439176872477249, 0.7868430286257293, 0.9156702813078671]
[2025-09-24 15:56:37,627] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 15:56:53,727] [SEDG] [INFO] Epoch:33 || Train Acc@1  86.81 ( 86.34), Train Cla Loss 3.2306e+01 (3.3419e+01)
[2025-09-24 15:57:03,719] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [65.73146057128906, 63.12625503540039, 53.70741653442383, 86.45938110351562, 76.93079376220703], Val Loss  [0.7361851593774402, 0.7720764164695281, 0.9043118788866338, 0.4330988956490156, 0.5707440694332601] || Best Acc@1:71.516
[2025-09-24 15:57:03,720] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [67.00100708007812, 65.19558715820312, 62.38716125488281, 53.15947723388672, 87.6629867553711, 77.93379974365234, 66.90070343017578, 66.19859313964844, 63.89167404174805, 54.7642936706543], Test Loss [0.7159482830147088, 0.7250381762548579, 0.7714927876844568, 0.9029402778284958, 0.4204881898498344, 0.5557632819341203, 0.7118237157881917, 0.7209563182373583, 0.7579678747814182, 0.89265172974157]
[2025-09-24 15:57:03,740] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 15:57:29,238] [SEDG] [INFO] Epoch:34 || Train Acc@1  87.22 ( 86.69), Train Cla Loss 3.5041e+01 (3.3067e+01)
[2025-09-24 15:57:39,876] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [61.823646545410156, 56.71342849731445, 48.396793365478516, 82.54764556884766, 75.82748413085938], Val Loss  [0.7415660878938282, 0.7944949258544401, 0.9325587168963018, 0.5235266944350546, 0.617922822714091] || Best Acc@1:71.516
[2025-09-24 15:57:39,876] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [65.09528350830078, 61.685054779052734, 56.97091293334961, 48.946842193603516, 83.85155487060547, 76.42929077148438, 64.79438018798828, 62.78836441040039, 57.27181625366211, 48.54563903808594], Test Loss [0.723780446688653, 0.7316151260731811, 0.7927328862302162, 0.9281590219247066, 0.5126069445787007, 0.606841302324561, 0.7196860153792256, 0.7268747023139579, 0.7774617627726396, 0.9180541225637093]
[2025-09-24 15:57:39,899] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 15:58:05,305] [SEDG] [INFO] Epoch:35 || Train Acc@1  87.64 ( 86.96), Train Cla Loss 3.1694e+01 (3.2797e+01)
[2025-09-24 15:58:18,033] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [63.32665252685547, 59.91984176635742, 49.49899673461914, 84.65396118164062, 76.73019409179688], Val Loss  [0.7435549151204631, 0.7881765887589158, 0.917930603146792, 0.48233220534195514, 0.5870889729279334] || Best Acc@1:71.516
[2025-09-24 15:58:18,034] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [65.49649047851562, 63.59077453613281, 59.077232360839844, 50.75225830078125, 85.65697479248047, 77.03109741210938, 64.89468383789062, 63.89167404174805, 61.584754943847656, 50.55165481567383], Test Loss [0.7125367921596784, 0.7327743380693877, 0.7866917474339217, 0.9155102974792182, 0.4708153638192859, 0.5760024823061561, 0.7094083938340366, 0.7283250772606287, 0.7719143922015681, 0.9038907729515221]
[2025-09-24 15:58:18,055] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 15:58:35,729] [SEDG] [INFO] Epoch:36 || Train Acc@1  82.92 ( 87.22), Train Cla Loss 3.6807e+01 (3.2345e+01)
[2025-09-24 15:58:44,685] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [64.32865905761719, 62.224449157714844, 52.104209899902344, 85.55667114257812, 77.03109741210938], Val Loss  [0.7460538124990368, 0.7917251363545955, 0.9286723304129316, 0.4568860780750378, 0.5768625000295572] || Best Acc@1:71.516
[2025-09-24 15:58:44,686] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [66.29889678955078, 64.49348449707031, 61.48445510864258, 52.256771087646484, 86.76028442382812, 78.83650970458984, 65.99799346923828, 65.49649047851562, 62.98896789550781, 52.75827407836914], Test Loss [0.7176007960242039, 0.736905037938293, 0.791666955562867, 0.9276719760512158, 0.44578049600184144, 0.5628171483037943, 0.7133531704350723, 0.7324822023137283, 0.7764466418067335, 0.9159440758115908]
[2025-09-24 15:58:44,709] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 15:59:08,616] [SEDG] [INFO] Epoch:37 || Train Acc@1  88.33 ( 87.62), Train Cla Loss 3.1957e+01 (3.1960e+01)
[2025-09-24 15:59:18,837] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [62.0240478515625, 56.71342849731445, 48.7975959777832, 82.64794158935547, 76.22868347167969], Val Loss  [0.7895576093861001, 0.8434358107780885, 0.9880836611998105, 0.5312263469100597, 0.6281899156099336] || Best Acc@1:71.516
[2025-09-24 15:59:18,838] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [65.19558715820312, 61.985958099365234, 56.87061309814453, 49.348045349121094, 84.05215454101562, 76.83049011230469, 64.49348449707031, 62.587764739990234, 57.87362289428711, 48.84653854370117], Test Loss [0.7520929583934031, 0.7799409252470929, 0.8440332116490022, 0.9875150241607888, 0.5175541576554806, 0.614480382550803, 0.7493295774775498, 0.7716251054522745, 0.8265021967672656, 0.9741705684747954]
[2025-09-24 15:59:18,858] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 15:59:41,281] [SEDG] [INFO] Epoch:38 || Train Acc@1  89.44 ( 87.83), Train Cla Loss 2.9905e+01 (3.1641e+01)
[2025-09-24 15:59:50,645] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [58.01603317260742, 50.0, 45.49098205566406, 76.93079376220703, 71.51454162597656], Val Loss  [0.9069185824336891, 1.0035589221484198, 1.1954299714378938, 0.5826555791207279, 0.6678408436933038] || Best Acc@1:71.516
[2025-09-24 15:59:50,646] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [63.49047088623047, 58.976932525634766, 50.651954650878906, 45.03510665893555, 77.53260040283203, 71.71514892578125, 63.69107437133789, 59.378135681152344, 51.354061126708984, 44.73420333862305], Test Loss [0.8213283796846089, 0.8983640414900861, 1.0093448878888978, 1.1893677738987456, 0.5644632839750024, 0.6557937927446968, 0.8223320926682521, 0.8828543908856697, 0.9811574840019555, 1.1766463256288795]
[2025-09-24 15:59:50,670] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 16:00:10,786] [SEDG] [INFO] Epoch:39 || Train Acc@1  89.17 ( 88.09), Train Cla Loss 2.9816e+01 (3.1214e+01)
[2025-09-24 16:00:18,373] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [61.723445892333984, 56.61322784423828, 48.396793365478516, 82.64794158935547, 75.92778015136719], Val Loss  [0.8235330274683201, 0.8913758295571398, 1.051911291474092, 0.5116580177991537, 0.60797695760263] || Best Acc@1:71.516
[2025-09-24 16:00:18,374] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [65.19558715820312, 61.78535461425781, 57.07121276855469, 49.14744186401367, 83.95185852050781, 76.83049011230469, 64.69408416748047, 62.888668060302734, 57.17151641845703, 48.24473571777344], Test Loss [0.7612014725550247, 0.8151016167795646, 0.8935932693414487, 1.0485349779980353, 0.4941456696334311, 0.5952405789371957, 0.7621784244879797, 0.804677926609246, 0.871129295173117, 1.0357230040828587]
[2025-09-24 16:00:18,391] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 16:00:38,287] [SEDG] [INFO] Epoch:40 || Train Acc@1  88.61 ( 88.39), Train Cla Loss 3.1601e+01 (3.0797e+01)
[2025-09-24 16:00:51,808] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [64.92986297607422, 62.7254524230957, 52.70541000366211, 86.05817413330078, 77.33199310302734], Val Loss  [0.7806719229789917, 0.8230539968830789, 0.9452545865026409, 0.453371118578533, 0.5797296752900991] || Best Acc@1:71.516
[2025-09-24 16:00:51,809] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [66.80039978027344, 65.09528350830078, 61.78535461425781, 52.95887756347656, 86.96088409423828, 78.23470306396484, 66.49949645996094, 65.89768981933594, 63.49047088623047, 53.25978088378906], Test Loss [0.7342816232558836, 0.7679827300571989, 0.8197357783704966, 0.94790067177718, 0.440670611566622, 0.5654886369719548, 0.728702593232349, 0.7639367465628545, 0.8067097033756069, 0.9339955662533177]
[2025-09-24 16:00:51,829] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 16:01:31,398] [SEDG] [INFO] Epoch:41 || Train Acc@1  88.19 ( 88.76), Train Cla Loss 3.1401e+01 (3.0479e+01)
[2025-09-24 16:01:44,438] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [63.02605438232422, 60.020042419433594, 50.200401306152344, 84.45336151123047, 76.83049011230469], Val Loss  [0.8047405304555186, 0.8614074278451159, 1.0069855929376605, 0.49996718671639917, 0.6075928251865276] || Best Acc@1:71.516
[2025-09-24 16:01:44,439] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [65.69709014892578, 63.59077453613281, 59.879638671875, 51.05316162109375, 85.85757446289062, 78.13440704345703, 64.99498748779297, 64.39318084716797, 61.584754943847656, 50.85255813598633], Test Loss [0.7513717338816452, 0.7946623593658478, 0.8622276864295737, 1.006291446499265, 0.4850640596752779, 0.5928555434661261, 0.7491371277103214, 0.7883546311733357, 0.8418586747337846, 0.9905309464292995]
[2025-09-24 16:01:44,487] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 16:02:25,275] [SEDG] [INFO] Epoch:42 || Train Acc@1  88.75 ( 89.09), Train Cla Loss 3.0911e+01 (3.0133e+01)
[2025-09-24 16:02:37,938] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [56.312625885009766, 47.09418869018555, 43.18637466430664, 75.12537384033203, 71.21363830566406], Val Loss  [0.834735674944096, 0.9103140412925002, 1.0659173645810756, 0.6018517217043051, 0.6790013129756587] || Best Acc@1:71.516
[2025-09-24 16:02:37,939] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [61.584754943847656, 56.26880645751953, 47.34202575683594, 42.92878723144531, 75.02507781982422, 71.3139419555664, 61.685054779052734, 56.87061309814453, 47.54262924194336, 43.63089370727539], Test Loss [0.7856500305407265, 0.8266732276024048, 0.9131222083910537, 1.0641667426768373, 0.5849611565485642, 0.6657074048980667, 0.7873088598490479, 0.8173734881693765, 0.890437291761339, 1.0498175797993345]
[2025-09-24 16:02:37,965] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 16:03:07,364] [SEDG] [INFO] Epoch:43 || Train Acc@1  88.75 ( 89.36), Train Cla Loss 2.9570e+01 (2.9855e+01)
[2025-09-24 16:03:22,154] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [62.92585372924805, 58.51703643798828, 50.200401306152344, 84.25276184082031, 76.62989044189453], Val Loss  [0.7943329695231451, 0.8486231053042746, 0.9695462776807123, 0.492160494881145, 0.5979045027476495] || Best Acc@1:71.516
[2025-09-24 16:03:22,162] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [65.59679412841797, 63.18956756591797, 59.27783203125, 50.75225830078125, 85.45636749267578, 78.63591003417969, 64.89468383789062, 63.99197769165039, 59.879638671875, 50.05015182495117], Test Loss [0.738708309597572, 0.7831747273624003, 0.8455256184818991, 0.9718901785230685, 0.47948574864398036, 0.584950492398789, 0.7369129565678006, 0.7782121168574694, 0.8326000993923772, 0.9591554932991265]
[2025-09-24 16:03:22,182] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 16:04:05,511] [SEDG] [INFO] Epoch:44 || Train Acc@1  89.72 ( 89.72), Train Cla Loss 2.9952e+01 (2.9576e+01)
[2025-09-24 16:04:20,661] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [64.92986297607422, 62.62525177001953, 52.50501251220703, 85.85757446289062, 77.23169708251953], Val Loss  [0.7631229004544581, 0.8055400254731188, 0.9143946529151442, 0.42694427046099065, 0.5502831812727536] || Best Acc@1:71.516
[2025-09-24 16:04:20,664] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [66.80039978027344, 64.79438018798828, 61.985958099365234, 52.65797424316406, 87.06118774414062, 78.33500671386719, 66.70010375976562, 65.79739379882812, 63.28987121582031, 52.858577728271484], Test Loss [0.7138051425322607, 0.7520212892782964, 0.803535410639276, 0.9168203327218173, 0.41610862764575657, 0.5377461556027622, 0.7067259762327793, 0.7469125551469586, 0.7912349274069997, 0.9064044031121188]
[2025-09-24 16:04:20,698] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 16:05:00,113] [SEDG] [INFO] Epoch:45 || Train Acc@1  89.58 ( 89.80), Train Cla Loss 3.0696e+01 (2.9250e+01)
[2025-09-24 16:05:12,858] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [66.93386840820312, 65.03005981445312, 57.31462860107422, 87.86359405517578, 76.83049011230469], Val Loss  [0.7054412832002124, 0.7289086219244347, 0.8155117178249932, 0.3939021127214403, 0.5322369668285252] || Best Acc@1:71.516
[2025-09-24 16:05:12,859] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [68.00401306152344, 67.20160675048828, 64.69408416748047, 57.17151641845703, 88.36509704589844, 77.73320007324219, 68.2046127319336, 67.40220642089844, 64.69408416748047, 58.074222564697266], Test Loss [0.6801782669789095, 0.695115235827512, 0.7295972001827589, 0.818566231215849, 0.3844498961476409, 0.5199305594206574, 0.6732840805259368, 0.6924785892128825, 0.7199753031448471, 0.8099073833424445]
[2025-09-24 16:05:12,889] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 16:05:40,565] [SEDG] [INFO] Epoch:46 || Train Acc@1  89.31 ( 90.23), Train Cla Loss 2.9394e+01 (2.8981e+01)
[2025-09-24 16:05:55,755] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [65.63126373291016, 63.12625503540039, 54.408817291259766, 86.76028442382812, 77.13139343261719], Val Loss  [0.7382882685365084, 0.7726018637836816, 0.8713744526396773, 0.4141153037069793, 0.5419406988317055] || Best Acc@1:71.516
[2025-09-24 16:05:55,756] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [67.3019027709961, 65.69709014892578, 62.286861419677734, 54.262786865234375, 87.46238708496094, 77.93379974365234, 66.80039978027344, 66.19859313964844, 64.19258117675781, 54.66399383544922], Test Loss [0.6996930770075309, 0.7273925376034069, 0.7720108671915328, 0.8753521376650933, 0.4022500294082263, 0.5281089485110108, 0.6933215115230564, 0.7231457828877563, 0.7605178313126176, 0.8651993239416162]
[2025-09-24 16:05:55,779] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 16:06:36,649] [SEDG] [INFO] Epoch:47 || Train Acc@1  91.53 ( 90.41), Train Cla Loss 2.7540e+01 (2.8632e+01)
[2025-09-24 16:06:51,317] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [66.73346710205078, 64.92986297607422, 57.51502990722656, 87.86359405517578, 76.93079376220703], Val Loss  [0.6989875462107763, 0.7240960861972434, 0.8144768679548122, 0.42813089920381603, 0.5488460835745724] || Best Acc@1:71.516
[2025-09-24 16:06:51,370] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [68.00401306152344, 67.10130310058594, 64.79438018798828, 56.97091293334961, 88.16449737548828, 77.73320007324219, 67.9037094116211, 67.40220642089844, 64.79438018798828, 57.773319244384766], Test Loss [0.6734338844551844, 0.687990055519456, 0.7205749198928879, 0.8159710826462465, 0.4176418483855134, 0.5369791239649506, 0.6692465538366389, 0.6861787615951109, 0.712816004348973, 0.8056843438024148]
[2025-09-24 16:06:51,405] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 16:07:31,476] [SEDG] [INFO] Epoch:48 || Train Acc@1  89.58 ( 90.85), Train Cla Loss 2.8200e+01 (2.8347e+01)
[2025-09-24 16:07:40,741] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [65.63126373291016, 63.727455139160156, 54.10821533203125, 87.3620834350586, 76.52958679199219], Val Loss  [0.759110212445498, 0.7919442443427198, 0.9073262651841005, 0.4026341403618739, 0.552833191878578] || Best Acc@1:71.516
[2025-09-24 16:07:40,741] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [67.40220642089844, 65.79739379882812, 62.48746109008789, 53.66098403930664, 87.9638900756836, 77.63289642333984, 67.10130310058594, 66.39920043945312, 63.99197769165039, 55.26579666137695], Test Loss [0.7275896489082153, 0.7461240408772093, 0.7917493136381075, 0.9086362324961449, 0.39013849176399207, 0.5381916735990117, 0.7201842017015937, 0.7426335937161384, 0.778868057184975, 0.8985936953167738]
[2025-09-24 16:07:40,780] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 16:08:07,318] [SEDG] [INFO] Epoch:49 || Train Acc@1  90.97 ( 90.98), Train Cla Loss 2.8104e+01 (2.8140e+01)
[2025-09-24 16:08:22,181] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [50.40080261230469, 42.284568786621094, 41.28256607055664, 69.1073226928711, 66.49949645996094], Val Loss  [1.0643760755449116, 1.2033127032683226, 1.3996209534471165, 0.751240480807026, 0.8233393821099337] || Best Acc@1:71.516
[2025-09-24 16:08:22,182] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [57.97392272949219, 50.45135498046875, 42.828487396240234, 41.0230712890625, 71.0130386352539, 65.8976821899414, 57.97392272949219, 50.25075149536133, 42.42728042602539, 41.42427444458008], Test Loss [0.9558048375033089, 1.057699186632124, 1.207626924113022, 1.393561230141038, 0.7286862320861701, 0.8140870732672834, 0.9595152989792131, 1.0373062262444224, 1.176739017248393, 1.3773467821725751]
[2025-09-24 16:08:22,201] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-24 16:09:00,984] [SEDG] [INFO] Epoch:50 || Train Acc@1  90.69 ( 91.33), Train Cla Loss 2.7795e+01 (2.7623e+01)
[2025-09-24 16:09:15,706] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [65.03005981445312, 63.12625503540039, 53.20641326904297, 86.45938110351562, 77.23169708251953], Val Loss  [0.7595674149497955, 0.7956138524359357, 0.919318002665449, 0.42902240638388556, 0.5675102925467993] || Best Acc@1:71.516
[2025-09-24 16:09:15,707] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [67.20160675048828, 65.59679412841797, 62.08625793457031, 53.46038055419922, 87.26178741455078, 77.93379974365234, 66.59980010986328, 65.89768981933594, 63.69107437133789, 53.76128387451172], Test Loss [0.7278492761590895, 0.7481440395385834, 0.7973141188368037, 0.923994113353932, 0.4161495025920772, 0.5515200358515637, 0.7214419934431553, 0.7414996090121829, 0.7830720497827711, 0.9099833033866844]
[2025-09-24 16:09:15,741] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-24 16:09:51,912] [SEDG] [INFO] Epoch:51 || Train Acc@1  91.53 ( 91.50), Train Cla Loss 2.6704e+01 (2.7519e+01)
[2025-09-24 16:10:03,748] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [64.82965850830078, 62.7254524230957, 53.006011962890625, 85.75727081298828, 77.13139343261719], Val Loss  [0.8071603926723611, 0.8497800864055305, 0.989384014525251, 0.4324161435142085, 0.5755231104260582] || Best Acc@1:71.516
[2025-09-24 16:10:03,748] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [66.80039978027344, 64.89468383789062, 61.78535461425781, 52.75827407836914, 87.06118774414062, 78.23470306396484, 66.49949645996094, 65.89768981933594, 63.59077453613281, 53.05917739868164], Test Loss [0.7560116944006955, 0.795082669678997, 0.8506310409385199, 0.9913087318032053, 0.418699766846454, 0.5600927139117701, 0.7499691735777477, 0.7871593171758662, 0.831665999552192, 0.9772517965693651]
[2025-09-24 16:10:03,764] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-24 16:10:31,598] [SEDG] [INFO] Epoch:52 || Train Acc@1  92.78 ( 91.90), Train Cla Loss 2.6591e+01 (2.7190e+01)
[2025-09-24 16:10:46,716] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [61.12224578857422, 55.11022186279297, 47.69539260864258, 81.4443359375, 75.22567749023438], Val Loss  [0.9195307796608231, 1.0078283390683498, 1.2195405838245859, 0.5457053164182718, 0.6490616214909071] || Best Acc@1:71.516
[2025-09-24 16:10:46,717] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [64.59378051757812, 61.384151458740234, 55.96790313720703, 48.144432067871094, 82.44734191894531, 75.62688446044922, 64.39318084716797, 61.885658264160156, 56.36910629272461, 47.94383239746094], Test Loss [0.832102265436886, 0.9100411226421804, 1.0134865393490347, 1.2132157492661548, 0.5256714456777276, 0.6347601563784638, 0.8314365326700622, 0.8945615735192715, 0.979636806961048, 1.2008992722902518]
[2025-09-24 16:10:46,736] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-24 16:11:26,611] [SEDG] [INFO] Epoch:53 || Train Acc@1  91.39 ( 91.97), Train Cla Loss 2.6008e+01 (2.6779e+01)
[2025-09-24 16:11:42,638] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [64.0280532836914, 62.12424850463867, 51.703407287597656, 85.45636749267578, 77.23169708251953], Val Loss  [0.8542997794065303, 0.9091257620192243, 1.0920029188205818, 0.45623257023879255, 0.6052310919331213] || Best Acc@1:71.516
[2025-09-24 16:11:42,639] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [66.29889678955078, 64.49348449707031, 61.18355178833008, 51.955867767333984, 86.55967712402344, 78.13440704345703, 65.69709014892578, 65.49649047851562, 62.888668060302734, 52.156471252441406], Test Loss [0.8025408521399215, 0.8421710676391242, 0.9141735572633198, 1.0906138493639297, 0.44039983286661516, 0.5869332595299575, 0.7969434753344314, 0.8340424021244527, 0.8900880918818467, 1.0766652431507169]
[2025-09-24 16:11:42,676] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-24 16:12:15,240] [SEDG] [INFO] Epoch:54 || Train Acc@1  92.50 ( 92.12), Train Cla Loss 2.7238e+01 (2.6613e+01)
[2025-09-24 16:12:31,147] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [54.60921859741211, 46.39278793334961, 42.18436813354492, 74.12236785888672, 69.50852966308594], Val Loss  [1.0401568316027732, 1.1696580385636233, 1.4023297387277913, 0.7099466245535503, 0.7883865118265869] || Best Acc@1:71.516
[2025-09-24 16:12:31,147] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [59.879638671875, 53.25978088378906, 45.5366096496582, 42.42728042602539, 74.02206420898438, 70.3109359741211, 60.38114547729492, 54.66399383544922, 45.03510665893555, 42.527584075927734], Test Loss [0.936682734290958, 1.0326394231293123, 1.1767194447450438, 1.3929297186307228, 0.6865808396425506, 0.7775479020661074, 0.9429930641933334, 1.0088452288475533, 1.1394659359691852, 1.3797841897101675]
[2025-09-24 16:12:31,666] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-24 16:13:04,892] [SEDG] [INFO] Epoch:55 || Train Acc@1  93.47 ( 92.45), Train Cla Loss 2.5727e+01 (2.6664e+01)
[2025-09-24 16:13:21,900] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [65.63126373291016, 62.7254524230957, 53.507015228271484, 86.35907745361328, 76.93079376220703], Val Loss  [0.7897507090845662, 0.8320707660877633, 0.9745353545120101, 0.44739061647815, 0.5854146151748321] || Best Acc@1:71.516
[2025-09-24 16:13:21,900] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [67.00100708007812, 65.09528350830078, 62.286861419677734, 52.858577728271484, 87.3620834350586, 78.33500671386719, 66.80039978027344, 66.09829711914062, 63.99197769165039, 53.66098403930664], Test Loss [0.7443245400636342, 0.7782287518741374, 0.8327057757372842, 0.977355716938719, 0.4342758921586881, 0.5678650659687421, 0.7392217998160283, 0.7707941022177517, 0.8143917047152428, 0.9618511334465165]
[2025-09-24 16:13:21,932] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-24 16:14:03,885] [SEDG] [INFO] Epoch:56 || Train Acc@1  91.81 ( 92.61), Train Cla Loss 2.6289e+01 (2.6312e+01)
[2025-09-24 16:14:20,010] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [68.43687438964844, 66.3326644897461, 62.12424850463867, 87.6629867553711, 76.62989044189453], Val Loss  [0.6987484637386574, 0.716585636795881, 0.7737209761071062, 0.39885896519050673, 0.5436339279414419] || Best Acc@1:72.237
[2025-09-24 16:14:20,010] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [69.20762634277344, 69.20762634277344, 67.00100708007812, 61.78535461425781, 88.16449737548828, 76.93079376220703, 68.90672302246094, 68.40521240234375, 66.80039978027344, 61.584754943847656], Test Loss [0.6708514191800636, 0.6885715181992549, 0.7116220918677396, 0.7791655779243591, 0.390099380415684, 0.5313689371826895, 0.6647202707939186, 0.6887033169224126, 0.7078384713399614, 0.7724038000212031]
[2025-09-24 16:14:20,030] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-24 16:14:54,717] [SEDG] [INFO] Epoch:57 || Train Acc@1  90.14 ( 92.69), Train Cla Loss 2.6620e+01 (2.6004e+01)
[2025-09-24 16:15:08,247] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [62.224449157714844, 57.91583251953125, 48.7975959777832, 83.35005187988281, 76.02808380126953], Val Loss  [0.8539639031719827, 0.9168859682006683, 1.08153112187892, 0.4817509015979116, 0.6035518678822512] || Best Acc@1:72.237
[2025-09-24 16:15:08,247] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [64.99498748779297, 62.587764739990234, 57.773319244384766, 49.648948669433594, 84.25276184082031, 76.42929077148438, 64.89468383789062, 63.39017105102539, 58.375125885009766, 48.84653854370117], Test Loss [0.7879570192893744, 0.8389982159661433, 0.9168916220291926, 1.0801502812351123, 0.4646309943292421, 0.5899395475774973, 0.7833954636287784, 0.8266839930262704, 0.8938908165651435, 1.0697939134648475]
[2025-09-24 16:15:08,265] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-24 16:15:47,006] [SEDG] [INFO] Epoch:58 || Train Acc@1  91.81 ( 92.79), Train Cla Loss 2.6212e+01 (2.5787e+01)
[2025-09-24 16:16:04,545] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [68.33667755126953, 66.23246765136719, 61.523048400878906, 87.76329040527344, 76.83049011230469], Val Loss  [0.6962486337086481, 0.7222052220113292, 0.7853671209606713, 0.43465808760318736, 0.5474785455131722] || Best Acc@1:72.237
[2025-09-24 16:16:04,546] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [69.20762634277344, 69.00701904296875, 66.59980010986328, 61.18355178833008, 88.16449737548828, 77.13139343261719, 68.60581970214844, 68.2046127319336, 66.80039978027344, 60.7823486328125], Test Loss [0.6694734414577962, 0.6863416423768911, 0.7154538569861693, 0.7914575349124767, 0.4235411859084754, 0.5365403014176349, 0.6636901938448938, 0.683277593154008, 0.7130222985952525, 0.7827577390068153]
[2025-09-24 16:16:04,565] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-24 16:16:44,142] [SEDG] [INFO] Epoch:59 || Train Acc@1  94.03 ( 93.00), Train Cla Loss 2.4084e+01 (2.5517e+01)
[2025-09-24 16:16:56,869] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [52.50501251220703, 44.58917999267578, 41.68336868286133, 73.31996154785156, 68.60581970214844], Val Loss  [1.0528981342822135, 1.1967086268809133, 1.4108632112552741, 0.748209923744919, 0.8270707434732673] || Best Acc@1:72.237
[2025-09-24 16:16:56,870] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [59.378135681152344, 52.35707092285156, 44.13239669799805, 41.825477600097656, 73.62086486816406, 68.30491638183594, 59.27783203125, 53.56068420410156, 43.93179702758789, 42.02607727050781], Test Loss [0.9587420693849967, 1.0446459724527664, 1.198052815114005, 1.4037658782038789, 0.7278714230211233, 0.8164314206170222, 0.9607122398785866, 1.02282955414553, 1.1678521820869943, 1.3911549662395848]
[2025-09-24 16:16:56,891] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-24 16:17:35,287] [SEDG] [INFO] Epoch:60 || Train Acc@1  90.83 ( 92.98), Train Cla Loss 2.8292e+01 (2.5268e+01)
[2025-09-24 16:17:49,727] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [63.02605438232422, 59.31863784790039, 49.799598693847656, 84.35305786132812, 76.83049011230469], Val Loss  [0.8774643113952362, 0.9429442832369603, 1.1714404307768675, 0.5438694039821147, 0.6690017667672818] || Best Acc@1:72.237
[2025-09-24 16:17:49,728] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [65.39618682861328, 63.28987121582031, 58.87662887573242, 50.651954650878906, 85.65697479248047, 77.53260040283203, 64.69408416748047, 63.99197769165039, 61.083251953125, 50.25075149536133], Test Loss [0.8332610151832297, 0.864012786115304, 0.948264109813342, 1.1691314250440032, 0.5230744473314811, 0.6467151489396511, 0.8314533256360497, 0.8503064790006387, 0.9159940757387978, 1.152413197960275]
[2025-09-24 16:17:49,752] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-24 16:18:33,247] [SEDG] [INFO] Epoch:61 || Train Acc@1  93.61 ( 93.01), Train Cla Loss 2.4182e+01 (2.5206e+01)
[2025-09-24 16:18:49,231] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [56.11222457885742, 46.8937873840332, 42.78557205200195, 74.52357482910156, 69.8094253540039], Val Loss  [1.0138542618684634, 1.1293093956305174, 1.3641994556109747, 0.7689169939446713, 0.8439583126137943] || Best Acc@1:72.237
[2025-09-24 16:18:49,232] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [60.4814453125, 55.466400146484375, 46.53961944580078, 42.828487396240234, 73.92176818847656, 70.6118392944336, 61.384151458740234, 56.068206787109375, 46.53961944580078, 43.02908706665039], Test Loss [0.9543388172042525, 1.0007928074183412, 1.1304496362909988, 1.3579599984072395, 0.7458995596217057, 0.8274301891939092, 0.9601218725518215, 0.9785757676708543, 1.0932079780783315, 1.341714896074867]
[2025-09-24 16:18:49,266] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-24 16:19:23,557] [SEDG] [INFO] Epoch:62 || Train Acc@1  93.06 ( 93.21), Train Cla Loss 2.4831e+01 (2.4650e+01)
[2025-09-24 16:19:39,635] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [63.52705383300781, 60.921844482421875, 50.90180587768555, 85.25576782226562, 77.03109741210938], Val Loss  [0.8767815447283651, 0.9307147350483285, 1.1209359591852925, 0.47264027120237245, 0.6261559743340779] || Best Acc@1:72.237
[2025-09-24 16:19:39,635] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [65.69709014892578, 64.19258117675781, 60.4814453125, 51.45436477661133, 86.25877380371094, 78.13440704345703, 65.19558715820312, 64.79438018798828, 62.38716125488281, 51.05316162109375], Test Loss [0.8250545235191927, 0.8635722053206433, 0.935394083843786, 1.122641294267974, 0.4530127023980993, 0.6042184135619711, 0.8211493039561609, 0.8525996468849144, 0.90893809917339, 1.107260596907605]
[2025-09-24 16:19:39,667] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-24 16:20:14,021] [SEDG] [INFO] Epoch:63 || Train Acc@1  94.03 ( 93.32), Train Cla Loss 2.2794e+01 (2.4464e+01)
[2025-09-24 16:20:27,094] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [55.811622619628906, 46.8937873840332, 42.885772705078125, 75.12537384033203, 70.0100326538086], Val Loss  [0.9422330175468583, 1.0501184449167194, 1.2621498244081089, 0.6573486850039292, 0.7461194580153692] || Best Acc@1:72.237
[2025-09-24 16:20:27,095] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [60.58174514770508, 55.26579666137695, 46.4393196105957, 42.72818374633789, 74.72417449951172, 71.21363830566406, 61.384151458740234, 55.66699981689453, 46.33901596069336, 42.62788391113281], Test Loss [0.8810638629923853, 0.9335430589697904, 1.0542128859695006, 1.260445533807921, 0.6381424047284523, 0.7292405653262928, 0.8807428793060624, 0.9188258221060964, 1.0243427485018342, 1.2419283179605498]
[2025-09-24 16:20:27,113] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-24 16:21:09,406] [SEDG] [INFO] Epoch:64 || Train Acc@1  93.75 ( 93.32), Train Cla Loss 2.2963e+01 (2.4340e+01)
[2025-09-24 16:21:24,561] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [48.09619140625, 42.384769439697266, 41.7835693359375, 67.10130310058594, 65.09528350830078], Val Loss  [1.0372257759432515, 1.1373380470371437, 1.39604252708221, 0.8081531182693742, 0.8846277714732179] || Best Acc@1:72.237
[2025-09-24 16:21:24,561] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [57.67301940917969, 48.54563903808594, 42.527584075927734, 41.925777435302734, 68.70611572265625, 64.59378051757812, 58.174522399902344, 49.047142028808594, 42.42728042602539, 42.527584075927734], Test Loss [0.9866467352018672, 1.0248565640946927, 1.1413033725983401, 1.38341993159253, 0.784100870191752, 0.8701764614794892, 0.989272784565014, 1.0031077938309405, 1.099712351320261, 1.3649089068562958]
[2025-09-24 16:21:24,616] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-24 16:21:59,836] [SEDG] [INFO] Epoch:65 || Train Acc@1  94.17 ( 93.36), Train Cla Loss 2.2816e+01 (2.4044e+01)
[2025-09-24 16:22:17,696] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [64.0280532836914, 61.92384719848633, 52.204410552978516, 85.45636749267578, 77.23169708251953], Val Loss  [0.8562412250018072, 0.9053163260878446, 1.087501089534683, 0.4786150982769705, 0.629585177872102] || Best Acc@1:72.237
[2025-09-24 16:22:17,697] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [66.49949645996094, 64.59378051757812, 61.48445510864258, 51.855567932128906, 86.76028442382812, 78.63591003417969, 65.99799346923828, 65.49649047851562, 62.888668060302734, 52.557674407958984], Test Loss [0.8117846481300285, 0.8435550361961396, 0.9087948165422935, 1.0900821127408487, 0.4588683576378205, 0.6053306407172797, 0.8073702053117418, 0.8320427693000648, 0.8822821639963951, 1.0736623094935593]
[2025-09-24 16:22:17,715] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-24 16:22:53,243] [SEDG] [INFO] Epoch:66 || Train Acc@1  92.22 ( 93.29), Train Cla Loss 2.4654e+01 (2.3923e+01)
[2025-09-24 16:23:10,254] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [64.92986297607422, 62.52505111694336, 52.80561065673828, 85.85757446289062, 77.33199310302734], Val Loss  [0.8244692244845068, 0.8675782552701916, 1.0074500934872217, 0.44833194832863993, 0.592192641830253] || Best Acc@1:72.237
[2025-09-24 16:23:10,255] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [66.59980010986328, 64.89468383789062, 61.78535461425781, 52.95887756347656, 86.86058044433594, 78.435302734375, 66.70010375976562, 65.69709014892578, 63.49047088623047, 53.25978088378906], Test Loss [0.7739901577338293, 0.8121110926659679, 0.867735707652246, 1.012057675640944, 0.4317954406515885, 0.572612556794223, 0.767987606398679, 0.8034306077086698, 0.8497359938583259, 0.9977956099161054]
[2025-09-24 16:23:10,286] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-24 16:23:54,448] [SEDG] [INFO] Epoch:67 || Train Acc@1  94.58 ( 93.29), Train Cla Loss 2.1453e+01 (2.3828e+01)
[2025-09-24 16:24:08,961] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [57.51502990722656, 48.396793365478516, 44.58917999267578, 76.12838745117188, 71.11334228515625], Val Loss  [1.0357108104205084, 1.162644794326507, 1.4319396319991362, 0.6846750616549011, 0.7731693358933077] || Best Acc@1:72.237
[2025-09-24 16:24:08,962] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [62.98896789550781, 57.87362289428711, 48.946842193603516, 44.43330001831055, 76.42929077148438, 71.6148452758789, 62.48746109008789, 58.074222564697266, 49.74924850463867, 44.13239669799805], Test Loss [0.9410435980636115, 1.027031550436106, 1.1724371888572975, 1.4235007361160477, 0.6588472160197787, 0.7595901189142149, 0.9456349199370611, 1.0026512340891922, 1.1292864053156095, 1.4069115781975365]
[2025-09-24 16:24:08,984] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-24 16:24:47,074] [SEDG] [INFO] Epoch:68 || Train Acc@1  95.83 ( 93.42), Train Cla Loss 2.0814e+01 (2.3492e+01)
[2025-09-24 16:25:04,981] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [57.81563186645508, 49.49899673461914, 44.68938064575195, 76.22868347167969, 70.91273498535156], Val Loss  [0.9570092911232927, 1.0631368831546608, 1.313845754386428, 0.7109810988247813, 0.7939494261172495] || Best Acc@1:72.237
[2025-09-24 16:25:04,981] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [63.89167404174805, 59.17753219604492, 49.84954833984375, 44.9348030090332, 76.73019409179688, 71.3139419555664, 63.08926773071289, 59.17753219604492, 50.55165481567383, 44.33300018310547], Test Loss [0.9106001030119396, 0.945008249794588, 1.0669201418772385, 1.305441956223552, 0.6915166339161642, 0.7803176042428586, 0.9135627684406674, 0.924550084675566, 1.0276699852919506, 1.290464294769819]
[2025-09-24 16:25:05,002] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-24 16:25:40,554] [SEDG] [INFO] Epoch:69 || Train Acc@1  92.78 ( 93.53), Train Cla Loss 2.2960e+01 (2.3133e+01)
[2025-09-24 16:25:58,491] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [62.224449157714844, 57.31462860107422, 48.7975959777832, 83.04914855957031, 75.92778015136719], Val Loss  [0.9415414249729775, 1.0215104279632798, 1.2455790296107352, 0.5692829639167939, 0.6809923720575025] || Best Acc@1:72.237
[2025-09-24 16:25:58,491] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [65.29589080810547, 62.186561584472656, 57.472415924072266, 49.54864501953125, 84.25276184082031, 76.93079376220703, 64.89468383789062, 63.39017105102539, 58.475425720214844, 48.746238708496094], Test Loss [0.8636573355798138, 0.928226647728544, 1.0262786172696556, 1.243907168970902, 0.545029323940411, 0.6613055612880703, 0.8655202690074771, 0.9100914060651001, 0.9891680036648106, 1.2266619358521886]
[2025-09-24 16:25:58,513] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-24 16:26:39,530] [SEDG] [INFO] Epoch:70 || Train Acc@1  93.89 ( 93.54), Train Cla Loss 2.1020e+01 (2.3039e+01)
[2025-09-24 16:26:51,449] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [63.02605438232422, 58.71743392944336, 50.10020065307617, 84.15245819091797, 76.52958679199219], Val Loss  [0.9251974300296608, 1.0020137752941949, 1.20248056963116, 0.5283601156687187, 0.6526159886849919] || Best Acc@1:72.237
[2025-09-24 16:26:51,450] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [65.69709014892578, 63.08926773071289, 58.676029205322266, 50.55165481567383, 85.35607147216797, 78.53560638427734, 64.89468383789062, 63.69107437133789, 59.679039001464844, 49.54864501953125], Test Loss [0.8454534959649609, 0.9122433292949451, 1.0058203940405888, 1.2074731768911318, 0.5088739811537139, 0.6317511548249868, 0.8435816667981468, 0.8998323929465283, 0.9762482896611587, 1.1885054170666869]
[2025-09-24 16:26:51,472] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-24 16:27:33,304] [SEDG] [INFO] Epoch:71 || Train Acc@1  93.61 ( 93.45), Train Cla Loss 2.0365e+01 (2.2978e+01)
[2025-09-24 16:27:48,218] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [68.13627624511719, 66.03206634521484, 60.921844482421875, 88.06419372558594, 76.62989044189453], Val Loss  [0.7221486339110411, 0.7403268167872228, 0.8127775379794394, 0.37465547735138666, 0.5497612526926138] || Best Acc@1:72.237
[2025-09-24 16:27:48,225] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [68.90672302246094, 68.70611572265625, 66.49949645996094, 61.283851623535156, 87.9638900756836, 77.03109741210938, 69.00701904296875, 68.00401306152344, 66.59980010986328, 60.682044982910156], Test Loss [0.7115753536358281, 0.7129565293236506, 0.7391565675242854, 0.8173396865367412, 0.3659910498674559, 0.5364168246268269, 0.7029050510888593, 0.7128807473087024, 0.7340212567161055, 0.814254528361792]
[2025-09-24 16:27:48,285] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-24 16:28:27,432] [SEDG] [INFO] Epoch:72 || Train Acc@1  94.03 ( 93.57), Train Cla Loss 2.0629e+01 (2.2641e+01)
[2025-09-24 16:28:42,984] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [67.93587493896484, 65.9318618774414, 60.22043991088867, 88.06419372558594, 76.93079376220703], Val Loss  [0.7193497414579373, 0.737484174644302, 0.8115055454756789, 0.40776766763407823, 0.5516557950851552] || Best Acc@1:72.237
[2025-09-24 16:28:42,985] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [68.8064193725586, 68.2046127319336, 66.29889678955078, 60.38114547729492, 88.36509704589844, 77.33199310302734, 68.90672302246094, 67.9037094116211, 66.29889678955078, 59.97993850708008], Test Loss [0.6912618266304613, 0.7084362991415749, 0.734965499509182, 0.8191437458202856, 0.3975076048430373, 0.5407704134642659, 0.6808154348624028, 0.7047175416197915, 0.726663829689638, 0.8058250999020239]
[2025-09-24 16:28:43,018] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-24 16:29:18,688] [SEDG] [INFO] Epoch:73 || Train Acc@1  94.44 ( 93.51), Train Cla Loss 2.0949e+01 (2.2515e+01)
[2025-09-24 16:29:33,120] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [62.0240478515625, 57.41482925415039, 48.69739532470703, 83.24974822998047, 76.32898712158203], Val Loss  [0.948013939456137, 1.02962688955372, 1.2695236915576913, 0.573455199375076, 0.695522295376482] || Best Acc@1:72.237
[2025-09-24 16:29:33,121] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [64.89468383789062, 61.885658264160156, 57.67301940917969, 49.24774169921875, 84.15245819091797, 77.13139343261719, 64.79438018798828, 63.39017105102539, 58.074222564697266, 48.84653854370117], Test Loss [0.881671797069408, 0.935523419406493, 1.0341089021119334, 1.267900788198144, 0.5487740622719408, 0.6744553716395539, 0.8789940448319064, 0.9175066756030382, 0.9971262491574379, 1.2499372739131855]
[2025-09-24 16:29:33,141] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-24 16:30:12,756] [SEDG] [INFO] Epoch:74 || Train Acc@1  92.78 ( 93.58), Train Cla Loss 2.3325e+01 (2.2287e+01)
[2025-09-24 16:30:28,595] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [52.204410552978516, 43.88777542114258, 41.583168029785156, 72.41725158691406, 68.30491638183594], Val Loss  [1.1075792417736474, 1.2567661164518826, 1.460019958520939, 0.7686468639907053, 0.8570883842624178] || Best Acc@1:72.237
[2025-09-24 16:30:28,595] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [59.77933883666992, 51.75526428222656, 43.93179702758789, 41.624874114990234, 73.21965789794922, 67.70310974121094, 58.87662887573242, 51.654964447021484, 43.93179702758789, 41.624874114990234], Test Loss [1.0040672423248904, 1.0989050905826458, 1.2573502135492016, 1.459259791862044, 0.7456726388204301, 0.8401354744417617, 1.0067824865415798, 1.0796789514384753, 1.2258290145676976, 1.4399993705414722]
[2025-09-24 16:30:28,627] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-24 16:31:06,188] [SEDG] [INFO] Epoch:75 || Train Acc@1  93.06 ( 93.44), Train Cla Loss 2.2176e+01 (2.2260e+01)
[2025-09-24 16:31:20,765] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [61.92384719848633, 56.212425231933594, 48.7975959777832, 82.44734191894531, 75.52658081054688], Val Loss  [0.9209139363799163, 1.0016325555726855, 1.203280172510472, 0.5686431565399515, 0.6805449479680841] || Best Acc@1:72.237
[2025-09-24 16:31:20,765] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [65.19558715820312, 61.685054779052734, 56.56970977783203, 49.14744186401367, 83.85155487060547, 76.73019409179688, 64.79438018798828, 62.68806457519531, 57.27181625366211, 48.645938873291016], Test Loss [0.8563893119932536, 0.9071996900119418, 1.001727817589445, 1.2035982260852305, 0.5473718540658922, 0.6603552300927632, 0.8525677116488741, 0.8915255258052256, 0.9724121539738616, 1.1853376282612562]
[2025-09-24 16:31:20,783] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-24 16:31:57,334] [SEDG] [INFO] Epoch:76 || Train Acc@1  94.03 ( 93.44), Train Cla Loss 2.2402e+01 (2.2219e+01)
[2025-09-24 16:32:11,266] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [62.92585372924805, 59.31863784790039, 50.0, 84.35305786132812, 76.83049011230469], Val Loss  [0.8952700723865945, 0.9545431282811748, 1.1414491296531204, 0.49718920460555593, 0.6414162405096779] || Best Acc@1:72.237
[2025-09-24 16:32:11,267] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [65.39618682861328, 63.49047088623047, 58.87662887573242, 50.651954650878906, 85.55667114257812, 77.43229675292969, 64.69408416748047, 63.89167404174805, 60.682044982910156, 50.35105514526367], Test Loss [0.845066858449934, 0.8806036728674335, 0.9563030491740916, 1.1422486967643501, 0.47668045143425886, 0.6205735614330862, 0.8380571493772471, 0.867797833388165, 0.9291347731558705, 1.1274256480254286]
[2025-09-24 16:32:11,288] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-24 16:32:54,643] [SEDG] [INFO] Epoch:77 || Train Acc@1  94.17 ( 93.57), Train Cla Loss 2.2418e+01 (2.1768e+01)
[2025-09-24 16:33:08,526] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [54.308616638183594, 46.29258728027344, 41.583168029785156, 73.31996154785156, 69.20762634277344], Val Loss  [0.8566488138659445, 0.9384989181835809, 1.0579804717180485, 0.6471025403308773, 0.7231788446336477] || Best Acc@1:72.237
[2025-09-24 16:33:08,526] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [59.879638671875, 53.36008071899414, 45.33600997924805, 42.828487396240234, 73.31996154785156, 69.60882568359375, 60.08024215698242, 54.7642936706543, 44.9348030090332, 42.32698059082031], Test Loss [0.8192401954020516, 0.8449190132835565, 0.9329706485436458, 1.0594581713528188, 0.6321130577276798, 0.7084678227349055, 0.8163028725889047, 0.8362199725693422, 0.920690673643512, 1.0473959198447622]
[2025-09-24 16:33:08,544] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-24 16:33:50,515] [SEDG] [INFO] Epoch:78 || Train Acc@1  92.64 ( 93.55), Train Cla Loss 2.2559e+01 (2.1710e+01)
[2025-09-24 16:34:03,478] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [64.62925720214844, 61.92384719848633, 52.204410552978516, 85.65697479248047, 77.13139343261719], Val Loss  [0.8386416009408917, 0.8929709167423133, 1.0511514285284436, 0.49209923885291895, 0.626982368102882] || Best Acc@1:72.237
[2025-09-24 16:34:03,479] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [66.49949645996094, 64.19258117675781, 61.48445510864258, 51.955867767333984, 86.45938110351562, 79.037109375, 65.89768981933594, 65.39618682861328, 62.587764739990234, 52.65797424316406], Test Loss [0.795538216799408, 0.8262117427952191, 0.894136480426597, 1.0599680647567855, 0.47295217157725467, 0.6038021707427179, 0.7902808625815266, 0.8186146828571078, 0.8712665918717533, 1.0440544454958158]
[2025-09-24 16:34:03,500] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-24 16:34:47,102] [SEDG] [INFO] Epoch:79 || Train Acc@1  93.19 ( 93.63), Train Cla Loss 2.1357e+01 (2.1516e+01)
[2025-09-24 16:35:04,401] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [64.82965850830078, 62.42485046386719, 53.006011962890625, 85.95787048339844, 77.13139343261719], Val Loss  [0.8571876722251723, 0.9076600533449101, 1.0726954063814962, 0.4581461584675635, 0.6112693574507473] || Best Acc@1:72.237
[2025-09-24 16:35:04,401] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [66.90070343017578, 64.79438018798828, 61.78535461425781, 52.45737075805664, 86.96088409423828, 78.33500671386719, 66.80039978027344, 65.99799346923828, 63.79137420654297, 53.46038055419922], Test Loss [0.8071839744851008, 0.8453283810926416, 0.9085354607705487, 1.076127087220983, 0.4410007377505422, 0.590078981673586, 0.7985260039418487, 0.8368668082724124, 0.8856541016395975, 1.0600522573637507]
[2025-09-24 16:35:04,417] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-24 16:35:43,807] [SEDG] [INFO] Epoch:80 || Train Acc@1  93.89 ( 93.62), Train Cla Loss 2.0823e+01 (2.1356e+01)
[2025-09-24 16:35:58,080] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [64.0280532836914, 61.823646545410156, 51.603206634521484, 85.65697479248047, 77.13139343261719], Val Loss  [0.8167019221252334, 0.8598242749670942, 0.9999267790981667, 0.43150661334231005, 0.5745420320222945] || Best Acc@1:72.237
[2025-09-24 16:35:58,081] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [66.19859313964844, 64.29287719726562, 61.083251953125, 52.05616760253906, 86.55967712402344, 78.03410339355469, 65.39618682861328, 65.19558715820312, 62.68806457519531, 51.75526428222656], Test Loss [0.77054962291641, 0.8059257454534949, 0.8595323152503852, 1.001224456962157, 0.4166195675536407, 0.5599528201066384, 0.7602272544246739, 0.7957578027619043, 0.8398559789361064, 0.9879079101198057]
[2025-09-24 16:35:58,105] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-24 16:36:33,442] [SEDG] [INFO] Epoch:81 || Train Acc@1  93.89 ( 93.70), Train Cla Loss 2.0994e+01 (2.1166e+01)
[2025-09-24 16:36:51,597] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [65.3306655883789, 62.92585372924805, 53.30661392211914, 86.05817413330078, 77.63289642333984], Val Loss  [0.8293563558725652, 0.8738303028032154, 1.003984102266346, 0.47542337470929863, 0.6073023917801761] || Best Acc@1:72.237
[2025-09-24 16:36:51,598] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [67.00100708007812, 65.09528350830078, 62.186561584472656, 53.8615837097168, 87.06118774414062, 78.13440704345703, 66.80039978027344, 65.89768981933594, 63.69107437133789, 53.56068420410156], Test Loss [0.7750281061427883, 0.8161840264871343, 0.8732174607432833, 1.0112207320891506, 0.4586991700030856, 0.588700476865711, 0.7667139510931438, 0.8072528185074404, 0.8559987744094137, 0.9948003006316236]
[2025-09-24 16:36:51,622] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-24 16:37:38,148] [SEDG] [INFO] Epoch:82 || Train Acc@1  94.44 ( 93.55), Train Cla Loss 2.0505e+01 (2.1197e+01)
[2025-09-24 16:37:56,042] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [64.4288558959961, 61.823646545410156, 52.40481185913086, 85.65697479248047, 77.23169708251953], Val Loss  [0.8392415433704017, 0.8916847618046648, 1.0619008328489408, 0.5289370876437085, 0.6591001055843254] || Best Acc@1:72.237
[2025-09-24 16:37:56,044] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [66.59980010986328, 64.49348449707031, 61.48445510864258, 52.35707092285156, 86.65998077392578, 78.83650970458984, 66.09829711914062, 65.39618682861328, 63.08926773071289, 52.65797424316406], Test Loss [0.8124747114291521, 0.8246589381931538, 0.8898049387912693, 1.0675342589347747, 0.5127617399934062, 0.638104073322166, 0.8047930737555684, 0.815750556221697, 0.8676107967629236, 1.0501369411273371]
[2025-09-24 16:37:56,105] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-24 16:38:33,069] [SEDG] [INFO] Epoch:83 || Train Acc@1  94.31 ( 93.62), Train Cla Loss 2.0268e+01 (2.0989e+01)
[2025-09-24 16:38:48,329] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [54.008018493652344, 46.092185974121094, 41.7835693359375, 73.82146453857422, 69.50852966308594], Val Loss  [1.1991225955242624, 1.3958650559843901, 1.6772794250495926, 0.8596440674727754, 0.9435136529842135] || Best Acc@1:72.237
[2025-09-24 16:38:48,330] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [59.879638671875, 53.15947723388672, 45.135406494140625, 42.62788391113281, 73.82146453857422, 69.60882568359375, 59.77933883666992, 54.06218719482422, 44.63390350341797, 41.925777435302734], Test Loss [1.0888121306238585, 1.1877137649142993, 1.399615265541115, 1.670251377846078, 0.8300223662597366, 0.9307937596961033, 1.098512369507892, 1.1615514678725507, 1.3574878411403033, 1.6589874670043991]
[2025-09-24 16:38:48,348] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-24 16:39:28,430] [SEDG] [INFO] Epoch:84 || Train Acc@1  94.44 ( 93.73), Train Cla Loss 1.8770e+01 (2.0657e+01)
[2025-09-24 16:39:45,727] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [64.82965850830078, 62.92585372924805, 53.1062126159668, 86.35907745361328, 77.13139343261719], Val Loss  [0.8765264409099648, 0.9195197775273142, 1.107138453600163, 0.4534605175720055, 0.642840195802174] || Best Acc@1:72.237
[2025-09-24 16:39:45,729] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [66.90070343017578, 64.99498748779297, 62.08625793457031, 52.75827407836914, 87.16148376464844, 78.03410339355469, 66.90070343017578, 65.89768981933594, 63.89167404174805, 53.96188735961914], Test Loss [0.8528317589697652, 0.8594739359384076, 0.9217499235687906, 1.10872069213431, 0.4363044518360881, 0.6192806894585505, 0.839363268887626, 0.8511497845860159, 0.8973943844602005, 1.0936587512074645]
[2025-09-24 16:39:45,777] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-24 16:40:29,047] [SEDG] [INFO] Epoch:85 || Train Acc@1  93.19 ( 93.64), Train Cla Loss 2.1323e+01 (2.0700e+01)
[2025-09-24 16:40:45,330] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [47.99599075317383, 42.284568786621094, 41.98396682739258, 66.70010375976562, 64.59378051757812], Val Loss  [1.1498119061838887, 1.2793219051284637, 1.519789578680524, 0.8483212734297022, 0.9269511327222214] || Best Acc@1:72.237
[2025-09-24 16:40:45,330] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [57.37211608886719, 47.94383239746094, 42.62788391113281, 42.226680755615234, 67.9037094116211, 64.79438018798828, 57.07121276855469, 48.445335388183594, 42.02607727050781, 42.226680755615234], Test Loss [1.054459624328728, 1.1389039698670598, 1.2825970600696361, 1.5121874137293012, 0.822117694760995, 0.9129635268372064, 1.0569154553810356, 1.117755039465224, 1.2466718414004372, 1.4882091595870681]
[2025-09-24 16:40:45,350] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-24 16:41:18,846] [SEDG] [INFO] Epoch:86 || Train Acc@1  91.94 ( 93.64), Train Cla Loss 2.3172e+01 (2.0653e+01)
[2025-09-24 16:41:33,270] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [63.727455139160156, 60.52104187011719, 51.80360794067383, 85.55667114257812, 77.43229675292969], Val Loss  [0.8334094825273525, 0.8817900846859735, 0.9952431906440214, 0.4665153729341692, 0.5875539806565885] || Best Acc@1:72.237
[2025-09-24 16:41:33,271] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [66.39920043945312, 63.99197769165039, 61.283851623535156, 51.75526428222656, 86.15847778320312, 78.435302734375, 65.79739379882812, 65.39618682861328, 61.885658264160156, 51.955867767333984], Test Loss [0.7689186786577001, 0.8217900957960781, 0.8813110142796783, 1.0034904392097994, 0.44951260408224053, 0.5696788127706904, 0.7629907043013673, 0.8116901400933414, 0.8645960145154473, 0.994307593512559]
[2025-09-24 16:41:33,291] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-24 16:42:19,252] [SEDG] [INFO] Epoch:87 || Train Acc@1  93.47 ( 93.67), Train Cla Loss 1.9520e+01 (2.0424e+01)
[2025-09-24 16:42:37,010] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [50.200401306152344, 43.58717346191406, 42.78557205200195, 67.80341339111328, 65.49649047851562], Val Loss  [1.069609528553032, 1.190034517066512, 1.446113886240728, 0.8042426508073224, 0.8837329542027075] || Best Acc@1:72.237
[2025-09-24 16:42:37,012] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [57.87362289428711, 50.651954650878906, 43.73119354248047, 43.02908706665039, 68.60581970214844, 64.09227752685547, 57.97392272949219, 50.75225830078125, 43.43029022216797, 43.12938690185547], Test Loss [1.000813380526444, 1.0610082646310628, 1.1931129280279729, 1.4376366279548485, 0.782983328538051, 0.8691835798016762, 0.9997028188935015, 1.038162776735147, 1.1543504280694867, 1.4144006714060409]
[2025-09-24 16:42:37,056] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-24 16:43:20,537] [SEDG] [INFO] Epoch:88 || Train Acc@1  94.03 ( 93.75), Train Cla Loss 2.0329e+01 (2.0202e+01)
[2025-09-24 16:43:35,665] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [63.32665252685547, 60.120243072509766, 51.00200653076172, 84.55366516113281, 76.73019409179688], Val Loss  [0.8042708391655901, 0.8495232584720145, 0.9705393401558748, 0.5324984213772604, 0.6416374351698513] || Best Acc@1:72.237
[2025-09-24 16:43:35,666] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [66.59980010986328, 63.39017105102539, 59.879638671875, 50.952857971191406, 85.65697479248047, 78.53560638427734, 64.69408416748047, 64.39318084716797, 60.982948303222656, 50.85255813598633], Test Loss [0.7720092762795948, 0.7904458477599929, 0.8440578458541136, 0.9818161575342252, 0.5160545276603106, 0.623928724284636, 0.7644293661581477, 0.7792874497539899, 0.8284643135195151, 0.9619059402461995]
[2025-09-24 16:43:35,685] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-24 16:44:11,530] [SEDG] [INFO] Epoch:89 || Train Acc@1  94.44 ( 93.76), Train Cla Loss 1.9585e+01 (1.9995e+01)
[2025-09-24 16:44:27,322] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [64.72946166992188, 62.92585372924805, 53.006011962890625, 86.25877380371094, 77.13139343261719], Val Loss  [0.8429503864897994, 0.8817677471585169, 1.0408616402822888, 0.4367251366287201, 0.6066296699054262] || Best Acc@1:72.237
[2025-09-24 16:44:27,323] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [66.80039978027344, 64.89468383789062, 61.985958099365234, 52.557674407958984, 87.26178741455078, 78.03410339355469, 66.90070343017578, 65.99799346923828, 63.59077453613281, 53.76128387451172], Test Loss [0.8122177338050146, 0.8280321374281479, 0.883036768185339, 1.044630360818555, 0.42122316665372017, 0.5898314515351053, 0.7991486949212812, 0.8189543748392145, 0.8624826220715177, 1.0284995682380622]
[2025-09-24 16:44:27,341] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-24 16:45:13,985] [SEDG] [INFO] Epoch:90 || Train Acc@1  95.28 ( 93.68), Train Cla Loss 1.6978e+01 (1.9985e+01)
[2025-09-24 16:45:31,123] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [64.62925720214844, 62.42485046386719, 52.60520935058594, 85.95787048339844, 77.63289642333984], Val Loss  [0.8829143306535328, 0.9337196433711387, 1.115301050977382, 0.4812900979546391, 0.6434427802278142] || Best Acc@1:72.237
[2025-09-24 16:45:31,124] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [66.39920043945312, 64.49348449707031, 61.685054779052734, 52.95887756347656, 86.76028442382812, 78.435302734375, 66.70010375976562, 65.69709014892578, 63.39017105102539, 53.15947723388672], Test Loss [0.8409759349067328, 0.8666561544838258, 0.9329291339384517, 1.1197264276990442, 0.46366067994442006, 0.6207885228045128, 0.8286712123314619, 0.8581920994918348, 0.909337172656504, 1.1020486054712217]
[2025-09-24 16:45:31,147] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-24 16:46:09,198] [SEDG] [INFO] Epoch:91 || Train Acc@1  94.03 ( 93.71), Train Cla Loss 1.9428e+01 (1.9980e+01)
[2025-09-24 16:46:22,341] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [49.19839859008789, 42.284568786621094, 41.38276672363281, 68.2046127319336, 65.99799346923828], Val Loss  [1.1191767179416512, 1.2452464760663753, 1.451215316394049, 0.8071904391080231, 0.8879396110145354] || Best Acc@1:72.237
[2025-09-24 16:46:22,341] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [57.773319244384766, 48.946842193603516, 42.226680755615234, 41.323970794677734, 70.1103286743164, 65.79739379882812, 57.97392272949219, 50.25075149536133, 42.126380920410156, 41.825477600097656], Test Loss [1.0239606598315532, 1.1103773737025475, 1.245015964405228, 1.448615254944521, 0.7788494599379652, 0.8718169292691, 1.0251624777898147, 1.0905358171989112, 1.2141543336235054, 1.4221689600045369]
[2025-09-24 16:46:22,358] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-24 16:47:07,596] [SEDG] [INFO] Epoch:92 || Train Acc@1  93.75 ( 93.73), Train Cla Loss 2.0816e+01 (1.9696e+01)
[2025-09-24 16:47:25,054] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [58.41683578491211, 51.30260467529297, 45.79158401489258, 77.73320007324219, 72.2166519165039], Val Loss  [0.9783681316939528, 1.0760145487192876, 1.2735195628148999, 0.6021607942662482, 0.7087955682901824] || Best Acc@1:72.237
[2025-09-24 16:47:25,055] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [64.19258117675781, 59.5787353515625, 51.253761291503906, 45.737213134765625, 77.93379974365234, 72.61785125732422, 64.09227752685547, 60.1805419921875, 52.256771087646484, 45.436309814453125], Test Loss [0.8953496807197869, 0.9638425733524196, 1.0731735810592635, 1.2766108349070266, 0.580641377175464, 0.6890888243405486, 0.8878891879959834, 0.9469321557248727, 1.0446653277608553, 1.2595735280181364]
[2025-09-24 16:47:25,084] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-24 16:48:09,603] [SEDG] [INFO] Epoch:93 || Train Acc@1  94.03 ( 93.67), Train Cla Loss 1.8348e+01 (1.9738e+01)
[2025-09-24 16:48:26,741] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [58.216434478759766, 49.59919738769531, 44.9899787902832, 76.62989044189453, 71.11334228515625], Val Loss  [1.052360688995025, 1.1733772728390588, 1.4282500490635812, 0.6830539755979058, 0.7827382146295836] || Best Acc@1:72.237
[2025-09-24 16:48:26,742] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [63.99197769165039, 58.174522399902344, 49.94984817504883, 44.63390350341797, 77.13139343261719, 71.71514892578125, 63.08926773071289, 58.676029205322266, 50.55165481567383, 44.232696533203125], Test Loss [0.967325304193028, 1.0402386272204676, 1.17810594467605, 1.4313763797342958, 0.6524303099635611, 0.7606301655621084, 0.9654192228613789, 1.0153158283161903, 1.1343442708582672, 1.4164135056728107]
[2025-09-24 16:48:26,768] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-24 16:48:51,582] [SEDG] [INFO] Epoch:94 || Train Acc@1  94.31 ( 93.83), Train Cla Loss 2.0855e+01 (1.9419e+01)
[2025-09-24 16:49:07,344] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [65.8316650390625, 63.727455139160156, 54.909820556640625, 87.16148376464844, 76.93079376220703], Val Loss  [0.8391552207942955, 0.8750623174325258, 1.0011797054019385, 0.4362719164210313, 0.5882856246222226] || Best Acc@1:72.237
[2025-09-24 16:49:07,348] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [67.20160675048828, 65.89768981933594, 62.587764739990234, 54.66399383544922, 87.76329040527344, 77.83350372314453, 67.40220642089844, 66.19859313964844, 64.19258117675781, 55.0651969909668], Test Loss [0.7883244222002019, 0.8253217480008078, 0.8731034647378185, 1.003739354244565, 0.4223396506687344, 0.5702514186307205, 0.7774523522932766, 0.8160885364983003, 0.8565909349571619, 0.9910773007776458]
[2025-09-24 16:49:07,406] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-24 16:49:52,074] [SEDG] [INFO] Epoch:95 || Train Acc@1  92.22 ( 93.67), Train Cla Loss 2.1230e+01 (1.9587e+01)
[2025-09-24 16:50:09,738] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [61.12224578857422, 55.31062316894531, 48.19639205932617, 81.54463195800781, 75.12537384033203], Val Loss  [1.0511150974071097, 1.1641955824796566, 1.4438159883858446, 0.6111133657732125, 0.7361739965953463] || Best Acc@1:72.237
[2025-09-24 16:50:09,738] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [64.69408416748047, 61.584754943847656, 56.068206787109375, 48.345035552978516, 82.54764556884766, 75.32598114013672, 64.39318084716797, 61.985958099365234, 56.26880645751953, 48.144432067871094], Test Loss [0.9602442931985424, 1.0380469431489736, 1.169902284621236, 1.440075214193721, 0.5835268639155113, 0.7176823785814382, 0.9600637140819278, 1.0186392707356, 1.127197283261279, 1.4251059473696779]
[2025-09-24 16:50:09,767] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-24 16:50:56,304] [SEDG] [INFO] Epoch:96 || Train Acc@1  93.61 ( 93.78), Train Cla Loss 1.9933e+01 (1.9233e+01)
[2025-09-24 16:51:11,548] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [53.507015228271484, 45.19038009643555, 42.18436813354492, 70.1103286743164, 66.39920043945312], Val Loss  [1.080050915419936, 1.2154999113751797, 1.4824632297536893, 0.820716583800531, 0.9012472900966464] || Best Acc@1:72.237
[2025-09-24 16:51:11,548] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [59.5787353515625, 53.36008071899414, 45.2357063293457, 42.72818374633789, 70.21063232421875, 66.09829711914062, 59.17753219604492, 54.1624870300293, 45.33600997924805, 42.527584075927734], Test Loss [1.0188474503897855, 1.067427541212428, 1.217607743642036, 1.4740780607508561, 0.7954397869026409, 0.88708710353616, 1.018252599323047, 1.0444499422817555, 1.1794302988434986, 1.4540102619345234]
[2025-09-24 16:51:11,566] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-24 16:51:34,729] [SEDG] [INFO] Epoch:97 || Train Acc@1  93.47 ( 93.76), Train Cla Loss 2.0092e+01 (1.9152e+01)
[2025-09-24 16:51:52,000] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [54.70941925048828, 46.39278793334961, 42.284568786621094, 74.42327117919922, 69.30792236328125], Val Loss  [1.3027347323889722, 1.5344251561499311, 1.8221600361481936, 0.9045512970376278, 1.007643794104711] || Best Acc@1:72.237
[2025-09-24 16:51:52,000] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [59.97993850708008, 53.36008071899414, 45.63690948486328, 42.527584075927734, 74.12236785888672, 70.7121353149414, 60.7823486328125, 54.563690185546875, 45.03510665893555, 42.42728042602539], Test Loss [1.1734081533034084, 1.2888204940223884, 1.5357299546898906, 1.8136430294846102, 0.876356138329329, 0.9892758421577446, 1.1761995414075785, 1.263579138841409, 1.4937696735502604, 1.8015656444947483]
[2025-09-24 16:51:52,021] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-24 16:52:37,161] [SEDG] [INFO] Epoch:98 || Train Acc@1  94.44 ( 93.78), Train Cla Loss 1.8356e+01 (1.9090e+01)
[2025-09-24 16:52:54,694] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [62.92585372924805, 58.9178352355957, 49.699398040771484, 84.25276184082031, 77.03109741210938], Val Loss  [0.9937492308014619, 1.0692354122956913, 1.3147660425765242, 0.5298685967593398, 0.6877394667719169] || Best Acc@1:72.237
[2025-09-24 16:52:54,695] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [65.19558715820312, 63.28987121582031, 58.57572937011719, 50.651954650878906, 85.35607147216797, 77.43229675292969, 64.59378051757812, 63.89167404174805, 60.4814453125, 50.15045166015625], Test Loss [0.9260510711995147, 0.9793554055415759, 1.0718196091226255, 1.3134828159658456, 0.5061818083884604, 0.6644648383469615, 0.9188566548654524, 0.9613348423777038, 1.0374384240257584, 1.2959792226582856]
[2025-09-24 16:52:54,724] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-24 16:53:40,755] [SEDG] [INFO] Epoch:99 || Train Acc@1  95.42 ( 93.81), Train Cla Loss 1.6350e+01 (1.8952e+01)
[2025-09-24 16:53:52,693] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [65.03005981445312, 62.62525177001953, 53.20641326904297, 85.85757446289062, 77.33199310302734], Val Loss  [0.8951242567303186, 0.9451149368811704, 1.111069923412346, 0.529035469324682, 0.6740008613380529] || Best Acc@1:72.237
[2025-09-24 16:53:52,693] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [67.00100708007812, 64.79438018798828, 61.584754943847656, 52.858577728271484, 86.86058044433594, 78.53560638427734, 66.29889678955078, 65.79739379882812, 63.39017105102539, 53.46038055419922], Test Loss [0.853991189356912, 0.8775559828776414, 0.9405465226474712, 1.1194365278050797, 0.5087045429642485, 0.6492487307835965, 0.8462340722949717, 0.8681262113385597, 0.9176391706304062, 1.1001075094896429]
[2025-09-24 16:53:52,720] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 16:54:04,383] [SEDG] [INFO] Val  Acc@1: [68.43687438964844, 66.3326644897461, 62.12424850463867, 87.6629867553711, 76.62989044189453], Val Loss  [0.6987492070348564, 0.7165848726261116, 0.7737224866488653, 0.39885878936577224, 0.5436343227250645]
[2025-09-24 16:54:04,389] [SEDG] [INFO] Test  Acc@1: [69.20762634277344, 69.20762634277344, 67.00100708007812, 61.78535461425781, 88.16449737548828, 76.93079376220703, 68.90672302246094, 68.40521240234375, 66.80039978027344, 61.584754943847656], Test Loss [0.6708533341810481, 0.6885710834500304, 0.7116221637579957, 0.7791650481783639, 0.3900991902427903, 0.5313683962271948, 0.6647206475227743, 0.6887036661805217, 0.7078398474479989, 0.7724042901901926]
[2025-09-24 16:54:04,389] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 16:54:04,464] [SEDG] [INFO] Val  Mean&Var: [(68.67913, 2.0080707), (66.17064, 1.2720279), (62.145687, 1.6297642), (87.71367, 1.2077978), (76.717026, 1.305584)]
[2025-09-24 16:54:04,465] [SEDG] [INFO] Test  Mean&Var: [(69.29182, 1.4893758), (69.20787, 1.4436353), (67.19322, 1.2968568), (61.78266, 1.6234972), (88.04181, 1.1976207), (77.01465, 1.0845135), (69.07814, 1.5448439), (68.24634, 1.8033484), (66.910866, 1.523762), (61.66819, 1.5589467)]
