[2025-09-18 15:01:04,735] [SEDG] [INFO] 
[2025-09-18 15:01:05,644] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-18 17:05:36,546] [SEDG] [INFO] Epoch:60 || Train Acc@1  63.75 ( 67.71), Train Cla Loss 1.2266e+02 (1.1792e+02)
[2025-09-18 17:05:42,115] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [60.126583099365234, 59.74026107788086, 59.49367141723633, 64.77986907958984, 68.125, 64.59627532958984, 61.63521957397461, 59.375], Val Loss  [0.6630344602126109, 0.7220731594345786, 0.6935366565668131, 0.6505154472477032, 0.6349847316741943, 0.6550689439595856, 0.6674245206065148, 0.6785155534744263] || Best Acc@1:62.234
[2025-09-18 17:05:42,115] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [54.037269592285156, 49.056602478027344, 56.25, 54.037269592285156, 57.96178436279297, 69.1056900024414], Test Loss [0.7078204010584339, 0.752054621963381, 0.7064339399337769, 0.729679608937376, 0.638960588130222, 0.6070308457545148]
[2025-09-18 17:05:42,462] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-18 19:09:35,672] [SEDG] [INFO] Epoch:61 || Train Acc@1  68.91 ( 67.55), Train Cla Loss 1.1612e+02 (1.1827e+02)
[2025-09-18 19:09:44,133] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [62.02531814575195, 50.649349212646484, 91.13924407958984, 64.77986907958984, 54.375, 91.30435180664062, 62.8930778503418, 55.0], Val Loss  [0.6175133834911298, 0.7291255601040729, 0.36525181803522233, 0.6085223525575122, 0.7237392902374268, 0.3407397089722734, 0.5983597328827815, 0.6980046033859253] || Best Acc@1:66.521
[2025-09-18 19:09:44,133] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [91.30435180664062, 61.00628662109375, 54.375, 92.54658508300781, 57.96178436279297, 56.097557067871094], Test Loss [0.3386499985404637, 0.685078353252051, 0.7488871574401855, 0.3498947172431472, 0.6772679284120061, 0.7018229219971633]
[2025-09-18 19:09:44,465] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-18 21:14:07,496] [SEDG] [INFO] Epoch:62 || Train Acc@1  67.34 ( 67.59), Train Cla Loss 1.1952e+02 (1.1829e+02)
[2025-09-18 21:14:08,780] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [60.75949478149414, 42.20779037475586, 93.03797912597656, 60.377357482910156, 50.0, 92.54658508300781, 61.63521957397461, 54.375], Val Loss  [0.6645777738547023, 0.7896819656545465, 0.3091385783273963, 0.6541388091051353, 0.7591779589653015, 0.3002314662896328, 0.6079924938813696, 0.7219148635864258] || Best Acc@1:66.521
[2025-09-18 21:14:08,780] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [93.788818359375, 54.08804702758789, 51.25, 92.54658508300781, 52.22930145263672, 44.71544647216797], Test Loss [0.3165558761691455, 0.694958248228397, 0.8252414107322693, 0.3208033357347761, 0.7605070395834127, 0.794957122667049]
[2025-09-18 21:14:09,121] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-18 23:17:12,836] [SEDG] [INFO] Epoch:63 || Train Acc@1  68.12 ( 67.79), Train Cla Loss 1.1762e+02 (1.1796e+02)
[2025-09-18 23:17:14,844] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [66.45569610595703, 54.54545593261719, 91.13924407958984, 66.66666412353516, 56.25, 88.81987762451172, 61.00628662109375, 56.25], Val Loss  [0.6058351314520534, 0.7426353909752585, 0.3866962013365347, 0.6426036507828431, 0.6974555730819703, 0.37481269971554326, 0.6235233511564866, 0.6884149074554443] || Best Acc@1:67.642
[2025-09-18 23:17:14,844] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [91.92546844482422, 58.490562438964844, 55.0, 88.19876098632812, 59.23566818237305, 61.78861618041992], Test Loss [0.39142692996108014, 0.665980319931822, 0.7133188247680664, 0.41267186551360613, 0.6770079059965292, 0.6240597144375003]
[2025-09-18 23:17:15,784] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-19 01:20:17,315] [SEDG] [INFO] Epoch:64 || Train Acc@1  65.62 ( 67.43), Train Cla Loss 1.2082e+02 (1.1860e+02)
[2025-09-19 01:20:18,514] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [62.65822982788086, 52.5974006652832, 88.60759735107422, 63.522010803222656, 53.125, 90.0621109008789, 63.522010803222656, 56.875], Val Loss  [0.6277616880362547, 0.7201353822435651, 0.4274399046656452, 0.6389608840522526, 0.6717672228813172, 0.4112023411330229, 0.6384941099574731, 0.6903439283370971] || Best Acc@1:67.642
[2025-09-19 01:20:18,514] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [91.30435180664062, 58.490562438964844, 58.125, 85.71428680419922, 66.2420425415039, 57.723575592041016], Test Loss [0.41348756960830335, 0.6763400337980978, 0.7122450470924377, 0.4400742272412555, 0.6223327179623258, 0.6676914808226795]
[2025-09-19 01:20:18,817] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-19 03:23:09,643] [SEDG] [INFO] Epoch:65 || Train Acc@1  69.69 ( 67.83), Train Cla Loss 1.1746e+02 (1.1781e+02)
[2025-09-19 03:23:11,279] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [62.02531814575195, 58.441558837890625, 81.64556884765625, 67.29559326171875, 66.875, 90.0621109008789, 67.29559326171875, 60.625], Val Loss  [0.6373794305173657, 0.6869163435774964, 0.48419826996477344, 0.6007892868053988, 0.631286370754242, 0.41419553090326533, 0.6012895073530808, 0.6716887593269348] || Best Acc@1:69.283
[2025-09-19 03:23:11,279] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [85.71428680419922, 57.232704162597656, 55.0, 84.47205352783203, 59.23566818237305, 61.78861618041992], Test Loss [0.4742992039978134, 0.7163967471452629, 0.708959412574768, 0.4861054761069162, 0.6691804790193108, 0.642733972247054]
[2025-09-19 03:23:11,593] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-19 05:25:50,461] [SEDG] [INFO] Epoch:66 || Train Acc@1  69.38 ( 67.85), Train Cla Loss 1.1615e+02 (1.1788e+02)
[2025-09-19 05:25:51,656] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [65.82278442382812, 51.94805145263672, 87.3417739868164, 66.66666412353516, 61.875, 89.44099426269531, 64.77986907958984, 57.5], Val Loss  [0.599846220469173, 0.7130566920552935, 0.43155848564980903, 0.6040880305212248, 0.6530888080596924, 0.39944793718942206, 0.6121742702879995, 0.6977355003356933] || Best Acc@1:69.283
[2025-09-19 05:25:51,656] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [85.71428680419922, 61.63521957397461, 52.5, 86.33540344238281, 59.87261199951172, 65.0406494140625], Test Loss [0.4343697607332135, 0.6614714913398215, 0.7137806415557861, 0.4480348686624018, 0.6677692209839061, 0.6082258549163012]
[2025-09-19 05:25:51,983] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-19 07:28:16,370] [SEDG] [INFO] Epoch:67 || Train Acc@1  67.34 ( 68.03), Train Cla Loss 1.1755e+02 (1.1724e+02)
[2025-09-19 07:28:17,640] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [67.08860778808594, 51.298702239990234, 87.3417739868164, 61.63521957397461, 60.625, 87.57764434814453, 62.2641487121582, 61.25], Val Loss  [0.5886976258664192, 0.6994762072315464, 0.3959157070781611, 0.6837867310961837, 0.6564445495605469, 0.3950004118569889, 0.6200407844669414, 0.6691786527633667] || Best Acc@1:69.283
[2025-09-19 07:28:17,641] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [91.92546844482422, 55.9748420715332, 48.75, 85.09317016601562, 60.50955581665039, 59.34959030151367], Test Loss [0.3990916061845625, 0.6869123353148406, 0.7442360520362854, 0.4157167771217986, 0.6693497026801869, 0.6423165066455437]
[2025-09-19 07:28:17,947] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-19 09:30:59,860] [SEDG] [INFO] Epoch:68 || Train Acc@1  67.19 ( 68.00), Train Cla Loss 1.1795e+02 (1.1735e+02)
[2025-09-19 09:31:01,116] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [67.08860778808594, 51.298702239990234, 84.81012725830078, 67.92452239990234, 58.125, 85.09317016601562, 67.92452239990234, 58.75], Val Loss  [0.5926973782008207, 0.7123205150876727, 0.4272241573544997, 0.6464868412827546, 0.6840457320213318, 0.4032607822684768, 0.6047639393206662, 0.6797488689422607] || Best Acc@1:69.283
[2025-09-19 09:31:01,116] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [83.85093688964844, 58.490562438964844, 53.75, 88.19876098632812, 59.23566818237305, 62.60162353515625], Test Loss [0.4591047475056619, 0.6841894331968056, 0.7159981250762939, 0.4455342796278296, 0.6860957620250192, 0.6377333368712325]
[2025-09-19 09:31:01,449] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-19 11:33:43,703] [SEDG] [INFO] Epoch:69 || Train Acc@1  70.31 ( 68.13), Train Cla Loss 1.1941e+02 (1.1709e+02)
[2025-09-19 11:33:45,085] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [64.55696105957031, 47.40259552001953, 93.67089080810547, 58.490562438964844, 38.75, 93.1677017211914, 57.86163330078125, 44.375], Val Loss  [0.6715902520131461, 0.8129098895308259, 0.284719253265405, 0.7572768720440894, 0.8260219097137451, 0.2654300189536551, 0.7411382914339222, 0.828954553604126] || Best Acc@1:69.283
[2025-09-19 11:33:45,086] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [93.788818359375, 53.4591178894043, 48.75, 92.54658508300781, 47.77070236206055, 42.27642059326172], Test Loss [0.27288553951689914, 0.8016353781868077, 0.8675034880638123, 0.2542518532794455, 0.8678126073187324, 0.8528309580756397]
[2025-09-19 11:33:45,470] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-19 13:35:50,637] [SEDG] [INFO] Epoch:70 || Train Acc@1  69.06 ( 67.91), Train Cla Loss 1.1610e+02 (1.1718e+02)
[2025-09-19 13:35:51,922] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [65.18987274169922, 51.94805145263672, 92.40506744384766, 64.15093994140625, 49.375, 93.1677017211914, 62.2641487121582, 52.5], Val Loss  [0.5943867262405685, 0.7220549049315514, 0.37175906496711925, 0.6512886394494735, 0.7063373327255249, 0.3371854237517955, 0.5960018432365274, 0.7093384504318238] || Best Acc@1:69.283
[2025-09-19 13:35:51,923] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [91.30435180664062, 59.7484245300293, 55.625, 88.81987762451172, 66.2420425415039, 49.5934944152832], Test Loss [0.3593182628569396, 0.6849924108517245, 0.7200372695922852, 0.36288621632949164, 0.6461201469609692, 0.7343595832343993]
[2025-09-19 13:35:52,267] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-19 15:38:15,816] [SEDG] [INFO] Epoch:71 || Train Acc@1  67.34 ( 68.01), Train Cla Loss 1.1710e+02 (1.1715e+02)
[2025-09-19 15:38:17,081] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [69.62025451660156, 46.75324630737305, 93.67089080810547, 59.7484245300293, 52.5, 92.54658508300781, 62.2641487121582, 54.375], Val Loss  [0.578298837323732, 0.7541418292305686, 0.3239155634294582, 0.6250132457265314, 0.7505933165550231, 0.30583736832652775, 0.6158485675008042, 0.7127926468849182] || Best Acc@1:69.283
[2025-09-19 15:38:17,082] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [92.54658508300781, 59.7484245300293, 51.25, 91.30435180664062, 59.23566818237305, 52.84552764892578], Test Loss [0.35151389056110977, 0.6757407229651445, 0.7267026901245117, 0.35442560466920364, 0.6851380858451698, 0.708204558225182]
[2025-09-19 15:38:17,389] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-19 17:40:39,479] [SEDG] [INFO] Epoch:72 || Train Acc@1  67.19 ( 68.18), Train Cla Loss 1.1708e+02 (1.1713e+02)
[2025-09-19 17:40:40,688] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [62.65822982788086, 59.74026107788086, 79.11392974853516, 65.40880584716797, 65.625, 81.36646270751953, 67.29559326171875, 61.25], Val Loss  [0.6672593249550348, 0.6979826859065464, 0.47165145489233956, 0.6147715891682127, 0.6288595080375672, 0.4448563199235786, 0.597570575633139, 0.6729031682014466] || Best Acc@1:69.283
[2025-09-19 17:40:40,688] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [82.60869598388672, 60.377357482910156, 56.875, 80.74534606933594, 63.69426727294922, 65.85365295410156], Test Loss [0.46509060800445745, 0.7093520033284553, 0.6869401693344116, 0.48183335502695596, 0.633657953921397, 0.6068285475901471]
[2025-09-19 17:40:40,973] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-19 19:43:18,137] [SEDG] [INFO] Epoch:73 || Train Acc@1  68.75 ( 68.30), Train Cla Loss 1.1900e+02 (1.1655e+02)
[2025-09-19 19:43:19,395] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [67.72151947021484, 51.94805145263672, 93.03797912597656, 66.03773498535156, 48.125, 91.92546844482422, 62.2641487121582, 53.125], Val Loss  [0.6151370406150818, 0.7190835986818586, 0.3640253106250039, 0.615318385310143, 0.7278524994850158, 0.34078592186944084, 0.608268067896741, 0.7255560278892517] || Best Acc@1:69.283
[2025-09-19 19:43:19,395] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [88.81987762451172, 57.86163330078125, 52.5, 85.71428680419922, 64.96815490722656, 49.5934944152832], Test Loss [0.3734316838824231, 0.6876034436735717, 0.7138139605522156, 0.38568254768478205, 0.6483832297811083, 0.7127883361607064]
[2025-09-19 19:43:19,758] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-19 21:45:57,425] [SEDG] [INFO] Epoch:74 || Train Acc@1  72.81 ( 68.57), Train Cla Loss 1.0920e+02 (1.1582e+02)
[2025-09-19 21:45:58,706] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [66.45569610595703, 51.94805145263672, 90.50633239746094, 64.77986907958984, 45.625, 91.92546844482422, 61.63521957397461, 51.875], Val Loss  [0.5984138122087792, 0.7419548042408832, 0.3251195638617383, 0.6735834730496196, 0.762968921661377, 0.29366343829387465, 0.6244455163583815, 0.7304294586181641] || Best Acc@1:69.283
[2025-09-19 21:45:58,707] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [92.54658508300781, 59.1194953918457, 52.5, 91.30435180664062, 58.59872817993164, 56.097557067871094], Test Loss [0.3071295800416366, 0.6899192951760202, 0.7428303003311157, 0.315553606944795, 0.6818788131331183, 0.7127272806516508]
[2025-09-19 21:45:59,061] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-19 23:48:51,434] [SEDG] [INFO] Epoch:75 || Train Acc@1  70.31 ( 68.25), Train Cla Loss 1.1865e+02 (1.1629e+02)
[2025-09-19 23:48:52,738] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [68.98734283447266, 58.441558837890625, 67.08860778808594, 65.40880584716797, 65.625, 79.50310516357422, 67.29559326171875, 58.125], Val Loss  [0.6041553012932404, 0.7276556476370081, 0.5811235052120837, 0.6208141251180157, 0.633790910243988, 0.5191661721060735, 0.6015582347066147, 0.6950237154960632] || Best Acc@1:69.283
[2025-09-19 23:48:52,738] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [65.83850860595703, 54.08804702758789, 54.375, 73.91304779052734, 59.87261199951172, 67.47967529296875], Test Loss [0.5970382567333139, 0.6839034381152699, 0.7349082112312317, 0.602933015327276, 0.6615665387955441, 0.6499512336118435]
[2025-09-19 23:48:53,033] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-20 01:52:44,500] [SEDG] [INFO] Epoch:76 || Train Acc@1  66.88 ( 68.32), Train Cla Loss 1.1964e+02 (1.1618e+02)
[2025-09-20 01:52:45,740] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [60.75949478149414, 52.5974006652832, 90.50633239746094, 57.232704162597656, 50.625, 91.30435180664062, 57.86163330078125, 48.75], Val Loss  [0.6584895162642757, 0.7197908704931085, 0.34229658676099173, 0.6861447718158458, 0.7274743437767028, 0.2902568823062115, 0.6596625807150355, 0.7430225849151612] || Best Acc@1:69.283
[2025-09-20 01:52:45,740] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [91.92546844482422, 57.232704162597656, 50.625, 89.44099426269531, 55.41401290893555, 60.16259765625], Test Loss [0.33075217032654686, 0.6951259479582684, 0.7643842339515686, 0.32247171527850704, 0.7025915665231692, 0.7194132640109798]
[2025-09-20 01:52:46,059] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-20 03:56:41,211] [SEDG] [INFO] Epoch:77 || Train Acc@1  67.81 ( 68.56), Train Cla Loss 1.1389e+02 (1.1545e+02)
[2025-09-20 03:56:42,672] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [65.18987274169922, 53.24675369262695, 89.24050903320312, 63.522010803222656, 52.5, 91.92546844482422, 62.8930778503418, 51.875], Val Loss  [0.6011562928368773, 0.7167408652119822, 0.37410495024693163, 0.6400951409489853, 0.7153826117515564, 0.35286538793433525, 0.6511223050033521, 0.6839427590370178] || Best Acc@1:69.283
[2025-09-20 03:56:42,673] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [92.54658508300781, 57.86163330078125, 58.125, 87.57764434814453, 59.87261199951172, 52.84552764892578], Test Loss [0.38519851132209254, 0.6977160179390097, 0.7173196196556091, 0.3841144016810826, 0.6562873781866329, 0.6843729445604774]
[2025-09-20 03:56:43,016] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-20 06:00:11,823] [SEDG] [INFO] Epoch:78 || Train Acc@1  70.16 ( 68.71), Train Cla Loss 1.1239e+02 (1.1562e+02)
[2025-09-20 06:00:13,108] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [63.291141510009766, 53.89610290527344, 89.87342071533203, 64.77986907958984, 58.75, 90.68323516845703, 59.7484245300293, 56.875], Val Loss  [0.6100359476065333, 0.7489261054373407, 0.3627184056028535, 0.6299739142633834, 0.657886552810669, 0.33712721722466604, 0.6061458940026145, 0.7081230878829956] || Best Acc@1:69.283
[2025-09-20 06:00:13,108] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [90.68323516845703, 62.8930778503418, 51.25, 87.57764434814453, 63.05732727050781, 62.60162353515625], Test Loss [0.38323272163083094, 0.6702602944284115, 0.7440448880195618, 0.39751625181355094, 0.6597627097633993, 0.6436041438482641]
[2025-09-20 06:00:13,450] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-20 08:03:05,884] [SEDG] [INFO] Epoch:79 || Train Acc@1  67.81 ( 68.74), Train Cla Loss 1.1665e+02 (1.1563e+02)
[2025-09-20 08:03:07,377] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [65.82278442382812, 58.441558837890625, 89.87342071533203, 66.03773498535156, 58.75, 90.0621109008789, 68.55345916748047, 57.5], Val Loss  [0.6188957427121415, 0.7146744828719598, 0.3922183623042288, 0.5813068672546051, 0.6497682094573974, 0.36753517426319005, 0.61268942123689, 0.6784629702568055] || Best Acc@1:69.380
[2025-09-20 08:03:07,377] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [88.81987762451172, 61.00628662109375, 52.5, 85.71428680419922, 61.14649963378906, 60.975608825683594], Test Loss [0.380761662625378, 0.6711962852837905, 0.7257641077041626, 0.4180361465637728, 0.642657909044035, 0.6446597668213573]
[2025-09-20 08:03:07,704] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-20 10:05:46,412] [SEDG] [INFO] Epoch:80 || Train Acc@1  67.50 ( 68.35), Train Cla Loss 1.1550e+02 (1.1630e+02)
[2025-09-20 10:05:47,649] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [62.02531814575195, 56.493507385253906, 89.87342071533203, 59.1194953918457, 56.875, 91.92546844482422, 65.40880584716797, 60.625], Val Loss  [0.6136104434351378, 0.6908406886187467, 0.39583983640127546, 0.63780237443792, 0.6976696491241455, 0.3431050128633191, 0.6176962473857328, 0.6763911485671997] || Best Acc@1:69.380
[2025-09-20 10:05:47,649] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [89.44099426269531, 58.490562438964844, 54.375, 83.85093688964844, 59.23566818237305, 60.16259765625], Test Loss [0.39240643715266116, 0.6604306251747804, 0.692236065864563, 0.4132805551801409, 0.650016785806911, 0.6631605242326007]
[2025-09-20 10:05:47,977] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-20 12:08:18,317] [SEDG] [INFO] Epoch:81 || Train Acc@1  68.91 ( 68.57), Train Cla Loss 1.1829e+02 (1.1580e+02)
[2025-09-20 12:08:19,709] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [63.291141510009766, 56.493507385253906, 88.60759735107422, 69.18238830566406, 60.0, 90.0621109008789, 62.8930778503418, 55.0], Val Loss  [0.6188385599776159, 0.7081205148201484, 0.4010867001135138, 0.629246268257405, 0.6763176679611206, 0.3738096042634538, 0.5894417035504707, 0.6923463225364686] || Best Acc@1:69.380
[2025-09-20 12:08:19,710] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [88.81987762451172, 62.8930778503418, 56.25, 89.44099426269531, 61.14649963378906, 60.975608825683594], Test Loss [0.39728559979370665, 0.6539602710765863, 0.7024926900863647, 0.39136999549332613, 0.6591900849038628, 0.6513907846396532]
[2025-09-20 12:08:20,009] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-20 14:11:28,700] [SEDG] [INFO] Epoch:82 || Train Acc@1  68.44 ( 68.96), Train Cla Loss 1.1879e+02 (1.1482e+02)
[2025-09-20 14:11:31,736] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [65.18987274169922, 56.493507385253906, 75.94937133789062, 67.29559326171875, 66.25, 82.60869598388672, 67.29559326171875, 61.25], Val Loss  [0.6632934989808481, 0.7079622435879398, 0.5043117852905129, 0.6166580049496777, 0.6340184092521668, 0.46029826721049244, 0.5869655594135981, 0.6682403922080994] || Best Acc@1:69.380
[2025-09-20 14:11:31,737] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [78.26087188720703, 64.15093994140625, 53.125, 77.01863861083984, 59.87261199951172, 66.66666412353516], Test Loss [0.4922267317031481, 0.689716950527527, 0.7371589779853821, 0.5164225993689543, 0.6490601999744489, 0.6347398510793361]
[2025-09-20 14:11:32,181] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-20 16:15:02,676] [SEDG] [INFO] Epoch:83 || Train Acc@1  67.81 ( 69.01), Train Cla Loss 1.1734e+02 (1.1464e+02)
[2025-09-20 16:15:04,617] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [62.02531814575195, 57.14285659790039, 80.37974548339844, 63.522010803222656, 69.375, 83.85093688964844, 65.40880584716797, 55.625], Val Loss  [0.6330633495427385, 0.7137780646225075, 0.4634578084643883, 0.6448663656816542, 0.6181748449802399, 0.4486342524149403, 0.6409689416675448, 0.685950231552124] || Best Acc@1:69.380
[2025-09-20 16:15:04,618] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [80.74534606933594, 56.6037712097168, 58.125, 76.39751434326172, 56.68790054321289, 67.47967529296875], Test Loss [0.4754771249634879, 0.7253494356413307, 0.685205340385437, 0.48017918804417487, 0.6712937317076763, 0.6138487928281955]
[2025-09-20 16:15:04,956] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-20 18:18:20,395] [SEDG] [INFO] Epoch:84 || Train Acc@1  66.56 ( 68.76), Train Cla Loss 1.1862e+02 (1.1523e+02)
[2025-09-20 18:18:22,074] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [60.126583099365234, 56.493507385253906, 79.74683380126953, 62.8930778503418, 64.375, 82.60869598388672, 68.55345916748047, 59.375], Val Loss  [0.657464584972285, 0.7338726342498482, 0.5100927564162242, 0.6475044095291281, 0.663249385356903, 0.4709935219761748, 0.6158786341079376, 0.6826997518539428] || Best Acc@1:69.380
[2025-09-20 18:18:22,075] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [73.91304779052734, 59.1194953918457, 57.5, 75.15528106689453, 59.23566818237305, 72.35771942138672], Test Loss [0.5312686210833721, 0.7203909634794079, 0.7114486336708069, 0.5485827095390107, 0.6707977887931144, 0.6032510937713995]
[2025-09-20 18:18:22,402] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-20 20:20:30,616] [SEDG] [INFO] Epoch:85 || Train Acc@1  68.12 ( 68.82), Train Cla Loss 1.1446e+02 (1.1476e+02)
[2025-09-20 20:20:33,423] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [63.92405319213867, 49.350650787353516, 91.77215576171875, 59.7484245300293, 42.5, 91.92546844482422, 59.7484245300293, 49.375], Val Loss  [0.6290933712373806, 0.7317832630950135, 0.3304725923115694, 0.7193857517632298, 0.7859687328338623, 0.27635526342421585, 0.690549577182194, 0.7397313714027405] || Best Acc@1:69.380
[2025-09-20 20:20:33,423] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [93.1677017211914, 54.08804702758789, 53.75, 91.30435180664062, 51.59235763549805, 47.96747970581055], Test Loss [0.2864304881843721, 0.716399721754422, 0.7842756986618042, 0.3038379684645937, 0.8108479407182925, 0.7253925776093956]
[2025-09-20 20:20:33,852] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-20 22:20:14,204] [SEDG] [INFO] Epoch:86 || Train Acc@1  65.62 ( 68.80), Train Cla Loss 1.2175e+02 (1.1468e+02)
[2025-09-20 22:20:21,086] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [65.82278442382812, 59.09090805053711, 61.39240646362305, 66.66666412353516, 70.625, 75.15528106689453, 66.03773498535156, 60.0], Val Loss  [0.693680023845238, 0.7498327973601105, 0.6529335560677927, 0.6107532348272935, 0.6159366130828857, 0.5493586267003362, 0.6692399809945304, 0.7080156326293945] || Best Acc@1:69.380
[2025-09-20 22:20:21,093] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [62.11180114746094, 58.490562438964844, 55.625, 66.45962524414062, 68.78981018066406, 73.98373413085938], Test Loss [0.6386054643192647, 0.7042835995836078, 0.7232079863548279, 0.6354549332805302, 0.6089367858923165, 0.6049263680853495]
[2025-09-20 22:20:21,611] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-21 00:20:08,723] [SEDG] [INFO] Epoch:87 || Train Acc@1  67.97 ( 68.86), Train Cla Loss 1.1861e+02 (1.1476e+02)
[2025-09-21 00:20:11,798] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [65.18987274169922, 59.74026107788086, 68.35443115234375, 66.66666412353516, 66.875, 75.77639770507812, 67.29559326171875, 58.75], Val Loss  [0.6682734436626676, 0.7142797723993078, 0.5639869208577313, 0.6099563012333036, 0.6254899740219116, 0.5028033748916958, 0.6269294683288478, 0.6958112597465516] || Best Acc@1:69.380
[2025-09-21 00:20:11,799] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [73.91304779052734, 62.8930778503418, 53.75, 72.67080688476562, 62.42038345336914, 71.54471588134766], Test Loss [0.5333940882860504, 0.6878941617671799, 0.7232704877853393, 0.5575676029143126, 0.6422245855544023, 0.5963258379843177]
[2025-09-21 00:20:12,144] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-21 02:21:44,221] [SEDG] [INFO] Epoch:88 || Train Acc@1  69.69 ( 69.42), Train Cla Loss 1.1559e+02 (1.1415e+02)
[2025-09-21 02:21:48,104] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [62.02531814575195, 57.79220962524414, 89.24050903320312, 63.522010803222656, 53.125, 89.44099426269531, 59.1194953918457, 55.625], Val Loss  [0.6368378529065772, 0.7068074686186654, 0.3433639403385452, 0.6798232992490133, 0.7059657454490662, 0.3035187624070955, 0.6589689385965936, 0.6698065519332885] || Best Acc@1:69.380
[2025-09-21 02:21:48,105] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [92.54658508300781, 57.86163330078125, 58.75, 91.92546844482422, 56.68790054321289, 58.536582946777344], Test Loss [0.3303551287014292, 0.6687649439715739, 0.7266148209571839, 0.32037304961903496, 0.7269089704106568, 0.6701867909935432]
[2025-09-21 02:21:48,502] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-21 04:25:15,769] [SEDG] [INFO] Epoch:89 || Train Acc@1  70.00 ( 69.18), Train Cla Loss 1.0944e+02 (1.1411e+02)
[2025-09-21 04:25:17,350] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [67.72151947021484, 57.14285659790039, 92.40506744384766, 66.66666412353516, 50.625, 90.68323516845703, 62.2641487121582, 53.125], Val Loss  [0.5980700314799442, 0.7069627069807672, 0.3457320445700537, 0.6122464147753686, 0.711545717716217, 0.30423276616919853, 0.6313892299274229, 0.7054402947425842] || Best Acc@1:69.380
[2025-09-21 04:25:17,351] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [93.1677017211914, 59.7484245300293, 51.875, 91.30435180664062, 61.14649963378906, 56.097557067871094], Test Loss [0.3277897518243849, 0.6700081855246106, 0.7815685629844665, 0.33405843229027266, 0.6660120255628209, 0.6745387727652139]
[2025-09-21 04:25:17,735] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-21 06:28:23,581] [SEDG] [INFO] Epoch:90 || Train Acc@1  67.03 ( 68.99), Train Cla Loss 1.1906e+02 (1.1437e+02)
[2025-09-21 06:28:25,274] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [66.45569610595703, 53.24675369262695, 89.24050903320312, 62.8930778503418, 57.5, 91.30435180664062, 67.29559326171875, 56.25], Val Loss  [0.5939786388904233, 0.7325865022547833, 0.4066169001633608, 0.6373515736381963, 0.6766438961029053, 0.35390728110482234, 0.591237151772721, 0.7027534604072571] || Best Acc@1:69.380
[2025-09-21 06:28:25,274] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [90.0621109008789, 55.345909118652344, 56.25, 85.71428680419922, 59.23566818237305, 63.41463088989258], Test Loss [0.37786470307326464, 0.719390869515497, 0.7160651922225952, 0.3776937700021341, 0.670203721067708, 0.652456073257012]
[2025-09-21 06:28:25,643] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-21 08:30:55,001] [SEDG] [INFO] Epoch:91 || Train Acc@1  72.03 ( 69.14), Train Cla Loss 1.0893e+02 (1.1388e+02)
[2025-09-21 08:30:56,255] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [68.35443115234375, 52.5974006652832, 93.03797912597656, 64.77986907958984, 59.375, 90.0621109008789, 67.29559326171875, 53.125], Val Loss  [0.6128106162517886, 0.7470769394527782, 0.3271141580388516, 0.6233790119489034, 0.7047946929931641, 0.3062802211421987, 0.6264685654790146, 0.6723130464553833] || Best Acc@1:69.380
[2025-09-21 08:30:56,255] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [93.1677017211914, 60.377357482910156, 52.5, 90.0621109008789, 66.87898254394531, 64.2276382446289], Test Loss [0.3447608043503317, 0.6556943921173144, 0.7056066513061523, 0.32269411131461956, 0.6625178532235941, 0.6508514769678193]
[2025-09-21 08:30:56,594] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-21 10:33:28,993] [SEDG] [INFO] Epoch:92 || Train Acc@1  69.06 ( 69.35), Train Cla Loss 1.1331e+02 (1.1375e+02)
[2025-09-21 10:33:30,540] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [67.72151947021484, 56.493507385253906, 87.97468566894531, 65.40880584716797, 60.625, 89.44099426269531, 62.8930778503418, 59.375], Val Loss  [0.6556295805339571, 0.6944539717265538, 0.39254088530057596, 0.6204809981322138, 0.6854660987854004, 0.34179832735417054, 0.6231900524793181, 0.6685284376144409] || Best Acc@1:69.380
[2025-09-21 10:33:30,541] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [87.57764434814453, 60.377357482910156, 54.375, 83.85093688964844, 62.42038345336914, 67.47967529296875], Test Loss [0.402187622852207, 0.6869183044013737, 0.716316020488739, 0.40594397568554613, 0.6490236896618157, 0.6095884742775584]
[2025-09-21 10:33:30,900] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-21 12:36:21,151] [SEDG] [INFO] Epoch:93 || Train Acc@1  68.75 ( 69.14), Train Cla Loss 1.1664e+02 (1.1401e+02)
[2025-09-21 12:36:24,839] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [71.51898956298828, 55.844154357910156, 86.7088623046875, 66.03773498535156, 63.75, 90.0621109008789, 65.40880584716797, 56.875], Val Loss  [0.5852721642844284, 0.6904140370232719, 0.39349502325057983, 0.6112043269025454, 0.6834770917892456, 0.3471117934084827, 0.602747917550165, 0.6927257537841797] || Best Acc@1:69.526
[2025-09-21 12:36:24,840] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [86.9565200805664, 67.92452239990234, 50.625, 84.47205352783203, 65.60509490966797, 68.29267883300781], Test Loss [0.38135370278950803, 0.6415873552268406, 0.6952529907226562, 0.3948465744901148, 0.6285710775168838, 0.6388806676476951]
[2025-09-21 12:36:25,203] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-21 14:39:32,648] [SEDG] [INFO] Epoch:94 || Train Acc@1  71.41 ( 69.51), Train Cla Loss 1.1180e+02 (1.1309e+02)
[2025-09-21 14:39:37,234] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [67.08860778808594, 53.24675369262695, 89.87342071533203, 60.377357482910156, 55.625, 89.44099426269531, 59.1194953918457, 61.25], Val Loss  [0.6098641157150269, 0.7051779976138821, 0.32324485688269894, 0.7148745978403391, 0.7090583920478821, 0.31012464587732874, 0.6465594626072818, 0.6804516196250916] || Best Acc@1:69.526
[2025-09-21 14:39:37,245] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [91.92546844482422, 50.94339370727539, 56.25, 91.30435180664062, 54.777069091796875, 58.536582946777344], Test Loss [0.3555174764268887, 0.7449839628717434, 0.7488278865814209, 0.32843077293834333, 0.7114136230414081, 0.6815115969355513]
[2025-09-21 14:39:37,807] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-21 16:44:33,229] [SEDG] [INFO] Epoch:95 || Train Acc@1  69.06 ( 69.51), Train Cla Loss 1.1384e+02 (1.1333e+02)
[2025-09-21 16:44:35,427] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [63.291141510009766, 55.844154357910156, 75.94937133789062, 67.92452239990234, 60.625, 85.09317016601562, 68.55345916748047, 60.625], Val Loss  [0.6773546677601489, 0.7042303998748978, 0.47301032045219515, 0.6135642176154275, 0.6495996236801147, 0.40892804761110624, 0.6477307317391882, 0.6795453071594239] || Best Acc@1:69.526
[2025-09-21 16:44:35,428] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [81.98757934570312, 55.9748420715332, 53.125, 77.01863861083984, 57.3248405456543, 65.0406494140625], Test Loss [0.4714962921527602, 0.7353120787338641, 0.7145659685134887, 0.48292390854092115, 0.6560451449102657, 0.5952832306303629]
[2025-09-21 16:44:35,807] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-21 18:47:50,079] [SEDG] [INFO] Epoch:96 || Train Acc@1  66.41 ( 69.66), Train Cla Loss 1.1913e+02 (1.1318e+02)
[2025-09-21 18:47:52,328] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [65.18987274169922, 59.74026107788086, 86.0759506225586, 67.92452239990234, 61.25, 87.57764434814453, 61.00628662109375, 61.875], Val Loss  [0.6515223180191426, 0.7143368550709316, 0.44806644169590143, 0.6058904157494599, 0.6601828932762146, 0.3875934024405035, 0.6384509655664552, 0.681775689125061] || Best Acc@1:69.526
[2025-09-21 18:47:52,329] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [85.71428680419922, 62.8930778503418, 55.625, 84.47205352783203, 63.69426727294922, 59.34959030151367], Test Loss [0.43485494041294787, 0.6646032142189314, 0.7194654226303101, 0.4125424371743054, 0.6342808186628257, 0.6678688501924034]
[2025-09-21 18:47:52,792] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-21 20:50:58,515] [SEDG] [INFO] Epoch:97 || Train Acc@1  66.72 ( 69.37), Train Cla Loss 1.1690e+02 (1.1378e+02)
[2025-09-21 20:50:59,960] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [65.82278442382812, 55.19480514526367, 90.50633239746094, 67.92452239990234, 55.0, 89.44099426269531, 61.63521957397461, 58.125], Val Loss  [0.6441028646275967, 0.7374753085049716, 0.33907079432584064, 0.624648445807163, 0.7436061859130859, 0.33194162830802965, 0.6535120239047885, 0.6853103518486023] || Best Acc@1:69.526
[2025-09-21 20:50:59,961] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [92.54658508300781, 60.377357482910156, 58.75, 89.44099426269531, 54.777069091796875, 60.16259765625], Test Loss [0.3246034069090897, 0.6523538752921723, 0.7365848779678345, 0.3545866199531911, 0.7891225514897875, 0.6680234694868569]
[2025-09-21 20:51:00,327] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-21 22:54:46,342] [SEDG] [INFO] Epoch:98 || Train Acc@1  70.78 ( 69.69), Train Cla Loss 1.0815e+02 (1.1293e+02)
[2025-09-21 22:54:47,592] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [68.98734283447266, 49.350650787353516, 91.13924407958984, 60.377357482910156, 50.625, 92.54658508300781, 65.40880584716797, 53.125], Val Loss  [0.5989744897130169, 0.8158135553459068, 0.32087873092180563, 0.6351799245150584, 0.7775325298309326, 0.27029963874298596, 0.6381912715030167, 0.7586250185966492] || Best Acc@1:69.526
[2025-09-21 22:54:47,592] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [91.30435180664062, 51.57232666015625, 50.0, 88.81987762451172, 61.78343963623047, 62.60162353515625], Test Loss [0.27237188274630847, 0.7112442322497098, 0.7598904252052308, 0.2969013305369371, 0.7123905188718419, 0.6531452807953687]
[2025-09-21 22:54:47,919] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-22 00:57:24,714] [SEDG] [INFO] Epoch:99 || Train Acc@1  66.41 ( 69.69), Train Cla Loss 1.1569e+02 (1.1250e+02)
[2025-09-22 00:57:25,992] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [55.06329345703125, 60.389610290527344, 46.20253372192383, 63.522010803222656, 69.375, 47.20497131347656, 58.490562438964844, 61.25], Val Loss  [0.7727961049804205, 0.7697584466500715, 0.8012689178503012, 0.6901108352643139, 0.6299449026584625, 0.7611404783237055, 0.7553995015486231, 0.7462845087051392] || Best Acc@1:69.526
[2025-09-22 00:57:25,992] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [40.99378967285156, 50.3144645690918, 54.375, 29.192546844482422, 56.68790054321289, 71.54471588134766], Test Loss [0.8239746623157714, 0.8902929927568016, 0.7947402834892273, 0.8827764121642024, 0.7425480891185202, 0.5885033968502913]
[2025-09-22 00:57:26,329] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-22 00:57:28,567] [SEDG] [INFO] Val  Acc@1: [67.08860778808594, 58.441558837890625, 86.7088623046875, 69.81131744384766, 53.125, 88.81987762451172, 65.40880584716797, 56.25], Val Loss  [0.6525454083575478, 0.717440609808092, 0.3825520163849939, 0.6287047132006232, 0.7036134243011475, 0.3479697650633984, 0.5683038740787866, 0.6807091474533081]
[2025-09-22 00:57:28,567] [SEDG] [INFO] Test  Acc@1: [88.81987762451172, 61.00628662109375, 60.625, 88.19876098632812, 59.87261199951172, 62.60162353515625], Test Loss [0.37963807656898263, 0.6780273918085878, 0.6958488583564758, 0.37717903585907836, 0.6261191508572572, 0.661959077284588]
[2025-09-22 00:57:28,567] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-22 00:57:28,571] [SEDG] [INFO] Val  Mean&Var: [(67.291664, 5.7176003), (58.846153, 2.7813232), (86.666664, 1.9184772), (69.71774, 3.6086566), (53.125, 2.5), (90.625, 2.0833335), (65.34274, 4.5446067), (56.25, 2.6516504)]
[2025-09-22 00:57:28,571] [SEDG] [INFO] Test  Mean&Var: [(74.479164, 13.629854), (60.947582, 3.639166), (60.625, 3.7080991), (90.104164, 3.7857578), (59.913795, 2.8363247), (63.194443, 7.72228)]
