[2025-09-13 09:47:32,540] [SEDG] [INFO] 
[2025-09-13 09:47:33,389] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-13 11:20:54,853] [SEDG] [INFO] Epoch:38 || Train Acc@1  99.84 ( 99.65), Train Cla Loss 1.3816e+00 (1.9663e+00)
[2025-09-13 11:21:06,445] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [78.78205108642578, 68.23735046386719, 71.82620239257812, 73.46054077148438, 79.96949005126953, 88.31394958496094, 90.24103546142578, 94.32471466064453], Val Loss  [2.0874444912641477, 3.6212746690635838, 2.8038493838952823, 2.3283490928120956, 1.5043502828616688, 0.6856487954771796, 0.6979618313147969, 0.26436725077179163] || Best Acc@1:80.644
[2025-09-13 11:21:06,445] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [93.4531478881836, 87.53589630126953, 89.24205780029297, 87.1523208618164, 87.53753662109375, 87.81869506835938], Test Loss [0.3414667640957355, 0.5752694691001239, 0.5368866383263847, 0.8195842183978352, 0.7485106975824626, 0.7774524537333996]
[2025-09-13 11:21:06,684] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-13 12:52:48,397] [SEDG] [INFO] Epoch:39 || Train Acc@1  99.84 ( 99.73), Train Cla Loss 9.3184e-01 (1.6661e+00)
[2025-09-13 12:52:59,175] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [65.19230651855469, 59.68586730957031, 60.35301971435547, 60.0173454284668, 66.54804229736328, 74.8255844116211, 75.72016143798828, 81.537353515625], Val Loss  [4.648272834680019, 6.618078365791947, 5.489810842603385, 4.9686408526775425, 3.6198696634402174, 2.119528002517168, 2.1137041451364564, 1.0742816596195615] || Best Acc@1:80.644
[2025-09-13 12:52:59,176] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [82.1566162109375, 83.11315155029297, 80.37897491455078, 72.31787872314453, 81.0060043334961, 77.05382537841797], Test Loss [1.1063319980256519, 0.870826900416171, 1.1611042519323163, 2.2232531525441352, 1.7066861337369628, 2.038750329706554]
[2025-09-13 12:53:01,222] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-13 14:30:45,830] [SEDG] [INFO] Epoch:40 || Train Acc@1  99.84 ( 99.71), Train Cla Loss 1.6907e+00 (1.6585e+00)
[2025-09-13 14:30:57,116] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [77.62820434570312, 68.87725830078125, 72.77664184570312, 73.28707885742188, 79.56278228759766, 87.09302520751953, 90.24103546142578, 94.25287628173828], Val Loss  [2.0695756178635816, 3.4113349856298423, 2.8159601649538804, 2.1878911454265837, 1.4823760329374034, 0.7243483545475228, 0.6854032702056329, 0.2750512112558273] || Best Acc@1:80.644
[2025-09-13 14:30:57,116] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [94.1591796875, 89.029296875, 89.24205780029297, 86.35762023925781, 88.13813781738281, 88.6685562133789], Test Loss [0.3609033955359145, 0.48038543579326426, 0.4992239627631923, 0.781964585402154, 0.7327587874802025, 0.7500591453671464]
[2025-09-13 14:30:57,424] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-13 16:06:45,828] [SEDG] [INFO] Epoch:41 || Train Acc@1  99.84 ( 99.75), Train Cla Loss 1.5524e+00 (1.4532e+00)
[2025-09-13 16:06:56,887] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [73.97435760498047, 66.14311218261719, 70.12898254394531, 69.21075439453125, 77.93594360351562, 86.56977081298828, 88.5361557006836, 94.10919189453125], Val Loss  [2.765037276194646, 4.369021323893637, 3.5127764615734174, 3.0104756367563272, 1.8837773680656649, 0.8770857209383055, 0.8932960830410035, 0.2852730564666034] || Best Acc@1:80.644
[2025-09-13 16:06:56,887] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [93.26058959960938, 89.60367584228516, 88.0806884765625, 86.09272003173828, 87.31231689453125, 87.67705535888672], Test Loss [0.4265054851885172, 0.48601506847247244, 0.5265025794688238, 0.8705515960983883, 0.9073128469802954, 0.9150035786561183]
[2025-09-13 16:06:57,223] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-13 17:38:40,843] [SEDG] [INFO] Epoch:42 || Train Acc@1  99.84 ( 99.75), Train Cla Loss 1.1312e+00 (1.5427e+00)
[2025-09-13 17:38:51,435] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [74.03846740722656, 66.14311218261719, 69.51799011230469, 69.90459442138672, 77.88510131835938, 85.46511840820312, 88.18341827392578, 93.17528533935547], Val Loss  [2.4395805621758484, 3.7586594517665106, 3.094213849577221, 2.5438186375865293, 1.7435327571360788, 0.8731488377548927, 0.8201998512335625, 0.327744637969239] || Best Acc@1:80.644
[2025-09-13 17:38:51,435] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [92.42619323730469, 89.66111755371094, 88.87531280517578, 86.09272003173828, 87.83783721923828, 87.25212097167969], Test Loss [0.417338703755428, 0.41711077743703645, 0.47400354723327937, 0.8241342948761997, 0.8342385806657888, 0.8427907530974486]
[2025-09-13 17:38:51,792] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-13 19:08:51,171] [SEDG] [INFO] Epoch:43 || Train Acc@1  99.84 ( 99.77), Train Cla Loss 1.4299e+00 (1.4150e+00)
[2025-09-13 19:09:01,524] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [77.5, 67.83013916015625, 71.07942962646484, 71.46574401855469, 79.00355529785156, 87.3255844116211, 89.65314483642578, 93.82183837890625], Val Loss  [2.1476703698818502, 3.464450900952715, 2.8874439206644538, 2.3582876743256063, 1.4746983854917324, 0.7220851241156112, 0.6657062865648637, 0.2701180843802319] || Best Acc@1:80.644
[2025-09-13 19:09:01,524] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [92.61874389648438, 87.53589630126953, 87.71394348144531, 86.22516632080078, 87.53753662109375, 88.52690887451172], Test Loss [0.39880213919974417, 0.5812919896645905, 0.5637878265987836, 0.718708706533672, 0.7388647851553766, 0.717549993532575]
[2025-09-13 19:09:01,799] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-13 20:39:11,488] [SEDG] [INFO] Epoch:44 || Train Acc@1  99.69 ( 99.80), Train Cla Loss 1.8324e+00 (1.2552e+00)
[2025-09-13 20:39:22,121] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [71.9871826171875, 64.45608520507812, 67.82077026367188, 68.16999053955078, 76.35993957519531, 84.06977081298828, 86.7724838256836, 92.24137878417969], Val Loss  [2.9613084646371695, 4.6118942885429375, 3.7035022665672535, 3.136569048566395, 2.014514601042747, 1.060425066670706, 1.0177771396615238, 0.34951049220097924] || Best Acc@1:80.644
[2025-09-13 20:39:22,121] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [91.91271209716797, 89.77599334716797, 89.05868530273438, 83.1788101196289, 87.31231689453125, 85.55240631103516], Test Loss [0.46015316303412934, 0.42754604829617576, 0.5130368344358244, 0.9793791244361574, 0.9399289641719502, 0.9933592109333641]
[2025-09-13 20:39:22,360] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-13 22:09:01,738] [SEDG] [INFO] Epoch:45 || Train Acc@1  99.53 ( 99.80), Train Cla Loss 1.5376e+00 (1.2480e+00)
[2025-09-13 22:09:19,334] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [72.05128479003906, 64.04886627197266, 66.46299743652344, 67.90980529785156, 73.41128540039062, 83.19767761230469, 84.1857681274414, 89.6551742553711], Val Loss  [3.296989451921903, 5.136893377670235, 4.070273453680177, 3.5417149886810955, 2.6101941827232, 1.2325567852619081, 1.2106629641809459, 0.504660236820493] || Best Acc@1:80.644
[2025-09-13 22:09:19,335] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [91.14249420166016, 89.31648254394531, 87.46944427490234, 80.39735412597656, 86.86186218261719, 84.98583221435547], Test Loss [0.5548757763055843, 0.4907495444324905, 0.6709200524677201, 1.3409068631810068, 1.1046590865911305, 1.209345770962853]
[2025-09-13 22:09:19,798] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-13 23:40:07,532] [SEDG] [INFO] Epoch:46 || Train Acc@1  99.84 ( 99.80), Train Cla Loss 7.9857e-01 (1.2820e+00)
[2025-09-13 23:40:18,671] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [69.4871826171875, 61.954627990722656, 63.74745178222656, 65.48135375976562, 71.17437744140625, 80.63953399658203, 81.30511474609375, 86.35057067871094], Val Loss  [3.343673945695926, 5.128657227272624, 4.277214339049754, 3.5874651597048652, 2.7574954092896524, 1.3209127409513606, 1.3242568392427019, 0.6737333118230447] || Best Acc@1:80.644
[2025-09-13 23:40:18,671] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [88.0616226196289, 86.78919982910156, 84.5965805053711, 76.8211898803711, 84.0840835571289, 80.87818908691406], Test Loss [0.6736393611165618, 0.620900343985889, 0.8443137096892359, 1.646552701817443, 1.2851228937730417, 1.40818893124294]
[2025-09-13 23:40:19,019] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-14 01:10:36,482] [SEDG] [INFO] Epoch:47 || Train Acc@1  99.84 ( 99.82), Train Cla Loss 1.2310e+00 (1.1975e+00)
[2025-09-14 01:10:54,161] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [77.11538696289062, 67.88831329345703, 70.53631591796875, 72.85342407226562, 79.51194763183594, 88.48837280273438, 90.24103546142578, 94.18103790283203], Val Loss  [1.9848946039493267, 3.2953832287161484, 2.689549240739213, 2.0670777078514395, 1.4081709640669713, 0.6180456976557887, 0.6026277542902679, 0.24610934407857044] || Best Acc@1:80.644
[2025-09-14 01:10:54,176] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [93.00385284423828, 88.34003448486328, 88.14181518554688, 86.75496673583984, 87.38739013671875, 88.52690887451172], Test Loss [0.34186629934740925, 0.4678530375084571, 0.48362072249350746, 0.7012842156239693, 0.7183431796393953, 0.7528133216728232]
[2025-09-14 01:10:54,671] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-14 02:41:22,387] [SEDG] [INFO] Epoch:48 || Train Acc@1  99.84 ( 99.84), Train Cla Loss 1.4641e+00 (1.1440e+00)
[2025-09-14 02:41:34,064] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [72.8846206665039, 64.7469482421875, 68.09232330322266, 68.34345245361328, 74.22470092773438, 83.72093200683594, 84.8912353515625, 91.02011108398438], Val Loss  [2.75975610048343, 4.374576781363318, 3.5260894332543895, 2.9823883256882247, 2.2609123945478626, 1.038913566289946, 1.0755653974096697, 0.42932871116817684] || Best Acc@1:80.644
[2025-09-14 02:41:34,066] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [91.52760314941406, 89.25904846191406, 87.22494506835938, 80.6622543334961, 87.01201629638672, 84.98583221435547], Test Loss [0.4873778796796621, 0.46413978184950483, 0.6252341908755688, 1.218738307858145, 0.9931795563962724, 1.0991119654590544]
[2025-09-14 02:41:34,345] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-14 04:12:19,556] [SEDG] [INFO] Epoch:49 || Train Acc@1 100.00 ( 99.83), Train Cla Loss 3.5202e-01 (1.1307e+00)
[2025-09-14 04:12:30,172] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [71.28205108642578, 63.93252182006836, 67.0739974975586, 66.78231048583984, 73.86883544921875, 81.9186019897461, 83.65666961669922, 89.87068939208984], Val Loss  [2.8427111197740604, 4.330047177463995, 3.6115523025605927, 3.1159626939871123, 2.2999960176824734, 1.1305549929308336, 1.0671480465538008, 0.4823263596700526] || Best Acc@1:80.644
[2025-09-14 04:12:30,173] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [90.62901306152344, 88.74210357666016, 85.94132232666016, 79.47019958496094, 86.03604125976562, 83.28611755371094], Test Loss [0.5228970198293094, 0.4845254221253872, 0.6702617042513523, 1.258372266087311, 1.0533287388247412, 1.191009072003828]
[2025-09-14 04:12:30,576] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-14 05:39:08,203] [SEDG] [INFO] Epoch:50 || Train Acc@1 100.00 ( 99.87), Train Cla Loss 4.7734e-01 (1.0080e+00)
[2025-09-14 05:39:25,463] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [72.37179565429688, 64.39791107177734, 67.41343688964844, 67.90980529785156, 74.47889709472656, 82.61627960205078, 84.36213684082031, 89.6551742553711], Val Loss  [2.897585605658018, 4.588601397524884, 3.737457037133905, 3.1813064403153457, 2.3365652123622382, 1.1731843937275022, 1.0984619465699832, 0.4677095314937419] || Best Acc@1:80.644
[2025-09-14 05:39:25,464] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [90.50064086914062, 88.5123519897461, 86.9804458618164, 80.26490020751953, 86.93693542480469, 83.71104431152344], Test Loss [0.521864309988256, 0.5214461595101398, 0.661289965173726, 1.2546360111394466, 1.0351030337022948, 1.1957563489422245]
[2025-09-14 05:39:25,895] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-14 07:06:34,705] [SEDG] [INFO] Epoch:51 || Train Acc@1  99.84 ( 99.85), Train Cla Loss 1.0927e+00 (1.1153e+00)
[2025-09-14 07:06:57,204] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [75.51282501220703, 66.8411865234375, 70.46842956542969, 71.29228210449219, 77.17335510253906, 85.81394958496094, 87.47795104980469, 92.74425506591797], Val Loss  [2.2796570227696344, 3.8190401594884316, 3.099794183551092, 2.4747826957813963, 1.8151498562076338, 0.8481728115747141, 0.896734974231093, 0.3546442923767642] || Best Acc@1:80.644
[2025-09-14 07:06:57,204] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [91.91271209716797, 90.06318664550781, 88.44743347167969, 83.44371032714844, 88.06306457519531, 86.96883392333984], Test Loss [0.40537294028123627, 0.4319500382272832, 0.5616710416262191, 0.9645263484771678, 0.9141505012238348, 0.9596837921643223]
[2025-09-14 07:06:57,500] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-14 08:33:55,302] [SEDG] [INFO] Epoch:52 || Train Acc@1  99.53 ( 99.84), Train Cla Loss 1.7853e+00 (1.1252e+00)
[2025-09-14 08:34:18,363] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [75.0, 66.89936065673828, 70.46842956542969, 70.33824920654297, 78.29180908203125, 85.93022918701172, 88.59494018554688, 93.53448486328125], Val Loss  [2.1959014696952623, 3.5601632594368775, 2.8815539878643213, 2.406406791336311, 1.6112326318137709, 0.7672337047928988, 0.7188353998250362, 0.2895941323321045] || Best Acc@1:80.644
[2025-09-14 08:34:18,363] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [93.517333984375, 90.06318664550781, 88.93643188476562, 85.16556549072266, 87.76276397705078, 87.11048126220703], Test Loss [0.3506264551871472, 0.385928383988255, 0.4614133048412096, 0.7702458295008994, 0.7939467569580652, 0.7939279630315877]
[2025-09-14 08:34:18,809] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-14 10:01:43,705] [SEDG] [INFO] Epoch:53 || Train Acc@1  99.69 ( 99.87), Train Cla Loss 1.6099e+00 (1.0024e+00)
[2025-09-14 10:02:11,224] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [72.56410217285156, 64.45608520507812, 67.75288391113281, 67.82307434082031, 75.0889663696289, 81.9186019897461, 84.5972900390625, 89.7988510131836], Val Loss  [2.863086600181384, 4.351597861122988, 3.5315796926450704, 2.996680019011419, 2.2006480179889953, 1.097344997317292, 1.0775275718528057, 0.4473509647637263] || Best Acc@1:80.644
[2025-09-14 10:02:11,226] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [91.14249420166016, 89.43136596679688, 87.59169006347656, 80.52980041503906, 86.63664245605469, 83.71104431152344], Test Loss [0.5020406499256371, 0.4492171267405931, 0.5807831920227969, 1.1376031697980615, 0.980160813610833, 1.090711575729651]
[2025-09-14 10:02:11,605] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-14 11:30:13,591] [SEDG] [INFO] Epoch:54 || Train Acc@1  99.84 ( 99.86), Train Cla Loss 1.1371e+00 (1.0064e+00)
[2025-09-14 11:30:43,011] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [72.17948913574219, 64.57242584228516, 68.83910369873047, 68.25672149658203, 75.69902801513672, 83.02325439453125, 86.12580871582031, 91.4511489868164], Val Loss  [2.712004330219367, 4.028022987194849, 3.2772614866879546, 2.73915527969056, 1.9534348029440651, 1.0695044761480288, 0.9857394922697705, 0.3712107606189347] || Best Acc@1:80.644
[2025-09-14 11:30:43,019] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [91.52760314941406, 89.029296875, 88.44743347167969, 81.72185516357422, 87.08708953857422, 85.55240631103516], Test Loss [0.46136467026807226, 0.4451556569379891, 0.5234322582706262, 0.954279667810099, 0.9319245983754192, 1.0319837844658843]
[2025-09-14 11:30:43,674] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-14 12:58:27,331] [SEDG] [INFO] Epoch:55 || Train Acc@1  99.84 ( 99.87), Train Cla Loss 1.3517e+00 (9.8614e-01)
[2025-09-14 12:58:37,926] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [74.03846740722656, 66.25945281982422, 69.78954315185547, 69.21075439453125, 77.93594360351562, 85.34883880615234, 87.59552764892578, 93.53448486328125], Val Loss  [2.517351425611056, 3.9373277774586657, 3.245863421790388, 2.869063993587974, 1.8613377236204822, 0.9209597216096035, 0.9028139245504189, 0.3272628106910136] || Best Acc@1:80.644
[2025-09-14 12:58:37,926] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [92.93966674804688, 89.83342742919922, 89.48655700683594, 85.69536590576172, 88.51351928710938, 86.40226745605469], Test Loss [0.41174714554182523, 0.44296820303409146, 0.4986788005292561, 0.8728757332492348, 0.8471886021596892, 0.9416182558698627]
[2025-09-14 12:58:38,218] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-14 14:26:42,996] [SEDG] [INFO] Epoch:56 || Train Acc@1 100.00 ( 99.86), Train Cla Loss 4.6637e-01 (9.9786e-01)
[2025-09-14 14:26:52,251] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [76.4102554321289, 67.30657958984375, 71.1473159790039, 72.15958404541016, 77.93594360351562, 86.56977081298828, 88.35978698730469, 92.88793182373047], Val Loss  [2.012676609479464, 3.2872929299827782, 2.6674899747360117, 2.0998982415439733, 1.6309141684863309, 0.6983240030186121, 0.7050475582594313, 0.30058732232742613] || Best Acc@1:80.644
[2025-09-14 14:26:52,253] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [93.26058959960938, 90.98219299316406, 89.48655700683594, 85.56291198730469, 88.21321868896484, 86.96883392333984], Test Loss [0.3584564707369875, 0.3682743632916676, 0.46220797190242296, 0.8309007647811182, 0.7741104214041082, 0.820880988943219]
[2025-09-14 14:26:52,596] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-14 15:55:36,774] [SEDG] [INFO] Epoch:57 || Train Acc@1  99.84 ( 99.87), Train Cla Loss 1.1952e+00 (9.9047e-01)
[2025-09-14 15:55:47,397] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [73.46154022216797, 65.21233367919922, 68.4996566772461, 68.25672149658203, 76.46161651611328, 84.06977081298828, 87.18400573730469, 92.45689392089844], Val Loss  [2.4385032886113875, 3.767711367421264, 3.165600764371065, 2.6640440315550964, 1.8352853032231453, 0.9390789988429047, 0.8473275030521279, 0.3495831336028574] || Best Acc@1:80.644
[2025-09-14 15:55:47,399] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [92.29782104492188, 89.3739242553711, 88.32518768310547, 85.56291198730469, 87.31231689453125, 86.2606201171875], Test Loss [0.4069627534636369, 0.4083288718166877, 0.48930094644318, 0.8312247846978685, 0.8311697068336131, 0.9196911332275688]
[2025-09-14 15:55:47,760] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-14 17:25:05,910] [SEDG] [INFO] Epoch:58 || Train Acc@1  99.84 ( 99.89), Train Cla Loss 1.4509e+00 (9.1134e-01)
[2025-09-14 17:25:16,201] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [76.47435760498047, 67.42292022705078, 71.35098266601562, 72.0728530883789, 78.24097442626953, 86.74418640136719, 89.53556823730469, 93.75], Val Loss  [2.0752069840064418, 3.4713978673775157, 2.7900059972583073, 2.2707066751002025, 1.5153306877182775, 0.6980482407087504, 0.6990361109787685, 0.24973131305452478] || Best Acc@1:80.644
[2025-09-14 17:25:16,204] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [93.517333984375, 88.28260040283203, 88.2640609741211, 87.2847671508789, 88.36336517333984, 87.11048126220703], Test Loss [0.35309710780060605, 0.4917420122145511, 0.5115857939520501, 0.7242256644348435, 0.7474144672130322, 0.799239389619476]
[2025-09-14 17:25:16,464] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-14 18:53:55,559] [SEDG] [INFO] Epoch:59 || Train Acc@1 100.00 ( 99.89), Train Cla Loss 5.9576e-01 (8.4769e-01)
[2025-09-14 18:54:11,219] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [72.94872283935547, 65.7940673828125, 69.11065673828125, 68.86383819580078, 76.66497039794922, 84.18604278564453, 87.6543197631836, 91.95402526855469], Val Loss  [2.5179241339365643, 3.8039477033764904, 3.1819111234220774, 2.616434245035117, 1.8586187688723759, 0.8942978079928908, 0.8183248512214734, 0.36919350607384893] || Best Acc@1:80.644
[2025-09-14 18:54:11,222] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [91.72015380859375, 90.80988311767578, 89.30318450927734, 85.29801177978516, 88.06306457519531, 84.27761840820312], Test Loss [0.4640389774951113, 0.3879826642671308, 0.46311990157126115, 0.9046350036235835, 0.8679730363704778, 1.020907007001153]
[2025-09-14 18:54:11,595] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-14 20:21:43,423] [SEDG] [INFO] Epoch:60 || Train Acc@1 100.00 ( 99.90), Train Cla Loss 3.1950e-01 (8.3425e-01)
[2025-09-14 20:22:13,794] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [71.73077392578125, 64.223388671875, 67.88865661621094, 67.38941955566406, 75.3431625366211, 83.0813980102539, 85.00881958007812, 89.22413635253906], Val Loss  [2.6534335405398637, 3.9904334884940917, 3.3480591757800897, 2.8558981667780814, 2.021549430303181, 1.021470113687737, 0.974025311503671, 0.47188254471482904] || Best Acc@1:80.644
[2025-09-14 20:22:13,794] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [90.94993591308594, 88.56978607177734, 87.10269165039062, 80.6622543334961, 86.93693542480469, 84.56090545654297], Test Loss [0.49532547049626074, 0.4600108841895236, 0.5715010455697958, 1.1201248767360157, 0.9345367328646976, 1.050691206630831]
[2025-09-14 20:22:14,379] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-14 21:49:09,365] [SEDG] [INFO] Epoch:61 || Train Acc@1  99.84 ( 99.88), Train Cla Loss 6.9473e-01 (9.3974e-01)
[2025-09-14 21:49:39,238] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [75.76923370361328, 67.1320571899414, 71.82620239257812, 72.50650787353516, 78.44432830810547, 85.98837280273438, 88.18341827392578, 93.6063232421875], Val Loss  [2.2177247077990803, 3.624955970510069, 2.881433266809985, 2.3275205995968293, 1.7247201262783387, 0.8493064187293828, 0.7906158513891599, 0.3200193003633584] || Best Acc@1:80.644
[2025-09-14 21:49:39,238] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [93.06803894042969, 90.12062072753906, 89.85330200195312, 85.56291198730469, 88.8888931274414, 86.68555450439453], Test Loss [0.3587282866583862, 0.4171521037406171, 0.46553083982836646, 0.797919459058749, 0.8067508969937001, 0.8587415747703304]
[2025-09-14 21:49:39,865] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-14 23:17:05,016] [SEDG] [INFO] Epoch:62 || Train Acc@1 100.00 ( 99.89), Train Cla Loss 7.0810e-01 (8.9912e-01)
[2025-09-14 23:17:37,102] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [74.29487609863281, 66.20128631591797, 69.99320983886719, 70.07805633544922, 76.56329345703125, 85.23255920410156, 87.77189636230469, 92.31321716308594], Val Loss  [2.3873569347919563, 3.8028831222571906, 3.002371324702171, 2.4911301771868652, 1.8051605307637706, 0.8495672372884528, 0.7975735283998235, 0.3393739816550722] || Best Acc@1:80.644
[2025-09-14 23:17:37,102] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [92.8113021850586, 89.48880004882812, 88.93643188476562, 83.44371032714844, 87.91291809082031, 86.68555450439453], Test Loss [0.3680258646406549, 0.43455346415192747, 0.4997934451313065, 0.9254717683950008, 0.8313324831806503, 0.8458016019841117]
[2025-09-14 23:17:37,620] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-15 00:42:19,099] [SEDG] [INFO] Epoch:63 || Train Acc@1 100.00 ( 99.89), Train Cla Loss 4.9056e-01 (9.2843e-01)
[2025-09-15 00:42:50,160] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [71.15384674072266, 63.8161735534668, 67.14188385009766, 67.21595764160156, 73.46212005615234, 82.44185638427734, 83.71546173095703, 88.07471466064453], Val Loss  [2.7183412564106475, 4.104401511602307, 3.4218554697470527, 2.9164945300464926, 2.1777617836216714, 1.0462129687154016, 1.018000523424513, 0.5263002304167583] || Best Acc@1:80.644
[2025-09-15 00:42:50,162] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [89.47368621826172, 87.9379653930664, 85.45232391357422, 78.01324462890625, 85.8108139038086, 82.86119079589844], Test Loss [0.5368130121365744, 0.5029242353440015, 0.68933347902263, 1.266392812744671, 1.0489816726507009, 1.1221905327032744]
[2025-09-15 00:42:50,676] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-15 02:10:35,897] [SEDG] [INFO] Epoch:64 || Train Acc@1 100.00 ( 99.89), Train Cla Loss 7.1038e-01 (9.0432e-01)
[2025-09-15 02:11:03,704] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [75.5769271850586, 67.24840545654297, 70.60420989990234, 72.5932388305664, 80.27452850341797, 87.5, 90.24103546142578, 93.8936767578125], Val Loss  [1.982998518454723, 3.128520608988524, 2.640955209350169, 2.13638016817395, 1.3654356744608178, 0.6452968538435566, 0.6033531242454844, 0.22458172929419698] || Best Acc@1:80.644
[2025-09-15 02:11:03,705] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [93.38896179199219, 89.83342742919922, 89.11981201171875, 87.947021484375, 88.28829193115234, 87.11048126220703], Test Loss [0.3128644976387128, 0.3979502869218947, 0.45022881453660996, 0.6422972422561898, 0.7065645898624139, 0.7560068510747159]
[2025-09-15 02:11:04,259] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-15 03:38:24,955] [SEDG] [INFO] Epoch:65 || Train Acc@1  99.84 ( 99.92), Train Cla Loss 8.6370e-01 (7.8010e-01)
[2025-09-15 03:38:52,200] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [73.14102935791016, 64.51425170898438, 68.83910369873047, 68.08325958251953, 76.00406646728516, 84.06977081298828, 86.5373306274414, 91.66666412353516], Val Loss  [2.5470868709759835, 3.942467090069658, 3.253008520044766, 2.728214950015621, 1.9381044837321857, 0.9566295134466748, 0.8989086120287016, 0.38386199351710576] || Best Acc@1:80.644
[2025-09-15 03:38:52,208] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [91.91271209716797, 90.29293823242188, 88.01956176757812, 83.57615661621094, 87.83783721923828, 85.4107666015625], Test Loss [0.44006464998112255, 0.40282794094464214, 0.4895447749088912, 0.9544794523163347, 0.8969406861946121, 0.9523908531361869]
[2025-09-15 03:38:52,687] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-15 05:08:09,802] [SEDG] [INFO] Epoch:66 || Train Acc@1 100.00 ( 99.91), Train Cla Loss 6.9348e-01 (8.2688e-01)
[2025-09-15 05:08:38,775] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [74.74359130859375, 66.6084976196289, 70.6720962524414, 71.63920593261719, 77.93594360351562, 85.23255920410156, 87.9482650756836, 92.60057067871094], Val Loss  [2.23567992968437, 3.6262054612568604, 2.927903195586402, 2.434801858916866, 1.7031941378728714, 0.8321446643319241, 0.8042409094045051, 0.3467842888558048] || Best Acc@1:80.644
[2025-09-15 05:08:38,789] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [92.74711608886719, 89.20160675048828, 88.99755859375, 84.50331115722656, 87.61261749267578, 86.40226745605469], Test Loss [0.37791857035861703, 0.4354327349981859, 0.49019909582686017, 0.8879804574890642, 0.8463710951465028, 0.8343918739716462]
[2025-09-15 05:08:39,404] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-15 06:37:04,294] [SEDG] [INFO] Epoch:67 || Train Acc@1 100.00 ( 99.91), Train Cla Loss 3.3195e-01 (8.0904e-01)
[2025-09-15 06:37:33,323] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [75.12820434570312, 66.6084976196289, 69.99320983886719, 70.42498016357422, 77.68174743652344, 87.09302520751953, 88.59494018554688, 92.88793182373047], Val Loss  [2.2633232329136286, 3.7186416773826596, 3.0741869377842312, 2.426794157995934, 1.7272603082672768, 0.7616631768643856, 0.7088166813197481, 0.3183759807437744] || Best Acc@1:80.644
[2025-09-15 06:37:33,328] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [93.64570617675781, 90.69500732421875, 89.66992950439453, 84.7682113647461, 87.98799133300781, 86.54390716552734], Test Loss [0.35428483075963213, 0.37533435077630606, 0.44715997066376295, 0.8380576196095801, 0.84010395273432, 0.8612294676621305]
[2025-09-15 06:37:33,817] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-15 08:07:13,130] [SEDG] [INFO] Epoch:68 || Train Acc@1  99.69 ( 99.92), Train Cla Loss 1.4923e+00 (8.2183e-01)
[2025-09-15 08:07:36,070] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [74.61538696289062, 66.0849380493164, 69.78954315185547, 70.07805633544922, 77.27503204345703, 84.36046600341797, 86.9488525390625, 92.45689392089844], Val Loss  [2.295770527766301, 3.5860318464897203, 2.9415561193037583, 2.5197913417171005, 1.7738016406381925, 0.876912108271621, 0.808395796772454, 0.32189955465340364] || Best Acc@1:80.644
[2025-09-15 08:07:36,072] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [92.93966674804688, 89.60367584228516, 88.63081359863281, 85.16556549072266, 87.76276397705078, 86.2606201171875], Test Loss [0.3834938118915732, 0.42306074891228707, 0.4860268273461419, 0.9061846752040433, 0.8330849179992447, 0.9292358433558651]
[2025-09-15 08:07:36,658] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-15 09:26:29,749] [SEDG] [INFO] Epoch:69 || Train Acc@1 100.00 ( 99.90), Train Cla Loss 4.7824e-01 (8.4143e-01)
[2025-09-15 09:26:50,820] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [74.67948913574219, 66.55032348632812, 70.94364929199219, 71.63920593261719, 78.44432830810547, 85.8720932006836, 88.2422103881836, 93.462646484375], Val Loss  [2.2847691493156628, 3.652868085714743, 2.809665479873688, 2.3661751015126344, 1.6144556607246157, 0.7883428956880126, 0.7577593896859958, 0.30022304832544605] || Best Acc@1:80.644
[2025-09-15 09:26:50,827] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [93.5815200805664, 89.83342742919922, 89.36430358886719, 85.69536590576172, 87.53753662109375, 88.24362182617188], Test Loss [0.3683182218414522, 0.4452316343339266, 0.46091232708345614, 0.820366464229609, 0.818625246619319, 0.8408612580204821]
[2025-09-15 09:26:51,314] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-15 10:45:33,210] [SEDG] [INFO] Epoch:70 || Train Acc@1  99.84 ( 99.92), Train Cla Loss 1.2445e+00 (7.5878e-01)
[2025-09-15 10:45:55,527] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [77.56410217285156, 68.99360656738281, 72.640869140625, 73.20034790039062, 79.56278228759766, 87.79069519042969, 90.06466674804688, 94.25287628173828], Val Loss  [1.817968958769089, 3.026580424833048, 2.4449960815606926, 2.0314855666545197, 1.3945071098461452, 0.6616998470106791, 0.585130932957066, 0.27405429800073133] || Best Acc@1:80.644
[2025-09-15 10:45:55,528] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [94.1591796875, 89.25904846191406, 88.50856018066406, 86.62252044677734, 88.51351928710938, 87.81869506835938], Test Loss [0.30583493357980973, 0.5001628418752067, 0.5219020798315936, 0.7410429863740277, 0.7331552026239602, 0.7622979244213319]
[2025-09-15 10:45:56,191] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-15 12:21:24,770] [SEDG] [INFO] Epoch:71 || Train Acc@1 100.00 ( 99.91), Train Cla Loss 7.0301e-01 (7.7531e-01)
[2025-09-15 12:21:49,356] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [73.9102554321289, 66.02676391601562, 68.9748764038086, 69.03729248046875, 76.56329345703125, 83.72093200683594, 87.1252212524414, 91.4511489868164], Val Loss  [2.3082312969061043, 3.6388577760271446, 3.024222393942528, 2.533338595544971, 1.8868973634239374, 0.9006786093115806, 0.8302283051211841, 0.3925828518367362] || Best Acc@1:80.644
[2025-09-15 12:21:49,358] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [92.29782104492188, 88.91442108154297, 87.8973159790039, 82.51655578613281, 87.83783721923828, 85.55240631103516], Test Loss [0.38312019149513393, 0.44539421256299955, 0.527066806363156, 0.9683583457935725, 0.8837084988574008, 0.9726417746827555]
[2025-09-15 12:21:49,874] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-15 13:59:23,992] [SEDG] [INFO] Epoch:72 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 2.3498e-01 (7.7316e-01)
[2025-09-15 13:59:48,437] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [72.5, 64.45608520507812, 68.36388397216797, 68.34345245361328, 75.49567413330078, 84.06977081298828, 85.24397277832031, 90.80459594726562], Val Loss  [2.4138763158749312, 3.7368353049792544, 3.019942090256974, 2.6293604681971066, 1.93376024101492, 0.9180977600951528, 0.8455559833129668, 0.3614881867435814] || Best Acc@1:80.644
[2025-09-15 13:59:48,437] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [91.59178924560547, 88.68466186523438, 87.3471908569336, 82.38410949707031, 87.76276397705078, 84.13597869873047], Test Loss [0.4436455637513061, 0.43935486149216163, 0.5349774408384174, 0.9839006324477543, 0.8831604413084082, 1.0049803736505873]
[2025-09-15 13:59:49,177] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-15 15:40:25,241] [SEDG] [INFO] Epoch:73 || Train Acc@1 100.00 ( 99.92), Train Cla Loss 7.4937e-01 (7.9976e-01)
[2025-09-15 15:40:49,827] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [72.5, 65.09598541259766, 67.95655059814453, 67.82307434082031, 75.0889663696289, 83.25581359863281, 84.7736587524414, 89.6551742553711], Val Loss  [2.730942660417312, 4.296595145963943, 3.482314134331816, 2.943981578426576, 2.156875709955257, 1.0387329058938248, 1.0266111922362213, 0.4759715868028994] || Best Acc@1:80.644
[2025-09-15 15:40:49,827] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [90.88575744628906, 88.97185516357422, 87.83618927001953, 81.45695495605469, 86.86186218261719, 84.41926574707031], Test Loss [0.4875282740868408, 0.46034513670675103, 0.5905181662050857, 1.1720486172777138, 0.968981862784148, 1.0731880033318992]
[2025-09-15 15:40:50,473] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-15 17:18:32,135] [SEDG] [INFO] Epoch:74 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 6.3139e-01 (7.5408e-01)
[2025-09-15 17:18:59,744] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [73.33333587646484, 65.67771911621094, 68.4996566772461, 69.03729248046875, 76.76664733886719, 85.46511840820312, 88.30099487304688, 92.31321716308594], Val Loss  [2.307314960161845, 3.53723204517309, 2.932980422076288, 2.4283793434720398, 1.738336492202945, 0.8210759577016498, 0.7186282250826531, 0.3222173572298482] || Best Acc@1:80.644
[2025-09-15 17:18:59,745] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [92.93966674804688, 89.5462417602539, 89.42543029785156, 85.69536590576172, 88.06306457519531, 86.2606201171875], Test Loss [0.3727910690373037, 0.3874454420917956, 0.4562477024048931, 0.8001872094261725, 0.7969103223747678, 0.8549914809191869]
[2025-09-15 17:19:00,087] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-15 18:38:27,926] [SEDG] [INFO] Epoch:75 || Train Acc@1  99.84 ( 99.92), Train Cla Loss 9.6098e-01 (8.2391e-01)
[2025-09-15 18:38:51,999] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [75.83333587646484, 67.71379089355469, 70.80786895751953, 72.15958404541016, 79.05439758300781, 86.6279067993164, 89.06525421142578, 93.8936767578125], Val Loss  [2.0692140197142574, 3.295502111757821, 2.710828898961416, 2.201010739419679, 1.5040387475193608, 0.7177310127158497, 0.6604525930259464, 0.24264323920006167] || Best Acc@1:80.644
[2025-09-15 18:38:52,000] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [92.74711608886719, 89.20160675048828, 89.24205780029297, 87.68212127685547, 87.68769073486328, 86.68555450439453], Test Loss [0.35142434204286577, 0.42634818127345653, 0.44404526338041567, 0.7297078086840396, 0.7564294190557154, 0.8378752878637556]
[2025-09-15 18:38:52,622] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-15 19:57:58,937] [SEDG] [INFO] Epoch:76 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 6.9640e-01 (7.5335e-01)
[2025-09-15 19:58:26,616] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [78.78205108642578, 69.34264373779297, 72.77664184570312, 74.93495178222656, 80.63040161132812, 87.96511840820312, 90.82891845703125, 94.89942169189453], Val Loss  [1.809086971405225, 3.072521190021952, 2.496268605733768, 1.9751003932042903, 1.348355614963254, 0.6507881404355514, 0.5678514631126713, 0.24547096860364892] || Best Acc@1:81.270
[2025-09-15 19:58:26,616] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [93.70988464355469, 88.68466186523438, 89.24205780029297, 87.1523208618164, 89.18919372558594, 88.38526916503906], Test Loss [0.3234762383651213, 0.5208949751548559, 0.5062216140357163, 0.7198684664356787, 0.7391371266530441, 0.7119626941491795]
[2025-09-15 19:58:27,025] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-15 21:17:47,951] [SEDG] [INFO] Epoch:77 || Train Acc@1 100.00 ( 99.92), Train Cla Loss 3.6289e-01 (7.9517e-01)
[2025-09-15 21:17:55,984] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [77.75641632080078, 68.06282806396484, 71.82620239257812, 73.63400268554688, 79.6136245727539, 86.33721160888672, 90.29981994628906, 94.54022979736328], Val Loss  [1.788097274609101, 3.030821363755338, 2.392999217034425, 1.9143453516330204, 1.2702115710671322, 0.6295041770436043, 0.5472806183201104, 0.211498215965841] || Best Acc@1:81.270
[2025-09-15 21:17:55,987] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [94.28755187988281, 89.31648254394531, 89.66992950439453, 88.21192169189453, 88.28829193115234, 88.24362182617188], Test Loss [0.2793338201217956, 0.41224347273439343, 0.41213152056655555, 0.5969188601666728, 0.6805590932612663, 0.6519774278979049]
[2025-09-15 21:17:56,347] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-15 22:36:51,617] [SEDG] [INFO] Epoch:78 || Train Acc@1 100.00 ( 99.91), Train Cla Loss 5.0701e-01 (8.2132e-01)
[2025-09-15 22:36:59,954] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [74.03846740722656, 65.91041564941406, 70.33264923095703, 70.51171112060547, 77.12252044677734, 84.53488159179688, 87.30158233642578, 92.38505554199219], Val Loss  [2.1951431078788564, 3.409459021703111, 2.787097750467774, 2.303673692384423, 1.6388830611956684, 0.839740921730219, 0.7409279178269536, 0.31746833972718524] || Best Acc@1:81.270
[2025-09-15 22:36:59,955] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [92.87548065185547, 88.74210357666016, 88.93643188476562, 84.10596466064453, 88.06306457519531, 85.69404602050781], Test Loss [0.3708827778964814, 0.4153088828498505, 0.4679780059965432, 0.8547222663629923, 0.7870454264732355, 0.8262204546428604]
[2025-09-15 22:37:00,289] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-15 23:56:17,120] [SEDG] [INFO] Epoch:79 || Train Acc@1  99.84 ( 99.93), Train Cla Loss 9.6329e-01 (7.9244e-01)
[2025-09-15 23:56:33,044] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [71.34615325927734, 64.04886627197266, 66.5987777709961, 67.56288146972656, 73.2587661743164, 81.86046600341797, 83.48030090332031, 88.21839141845703], Val Loss  [2.6754816415982368, 4.129469384697719, 3.398153158733008, 2.8775880607644684, 2.2077125538013647, 1.0796719562175663, 1.0525798952137981, 0.5487204137547262] || Best Acc@1:81.270
[2025-09-15 23:56:33,046] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [89.73042297363281, 88.34003448486328, 86.67481994628906, 79.33775329589844, 86.11111450195312, 83.0028305053711], Test Loss [0.5316270136098653, 0.4758197284147939, 0.6347128090710078, 1.203794183873183, 0.9910395949094503, 1.1868450924880782]
[2025-09-15 23:56:33,520] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-16 01:15:41,068] [SEDG] [INFO] Epoch:80 || Train Acc@1  99.69 ( 99.93), Train Cla Loss 1.4859e+00 (7.8153e-01)
[2025-09-16 01:16:03,174] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [75.64102935791016, 66.20128631591797, 70.12898254394531, 70.51171112060547, 77.93594360351562, 84.88372039794922, 87.1252212524414, 92.60057067871094], Val Loss  [2.217603812462244, 3.6645129165932353, 2.94778577799391, 2.39789131798128, 1.7898031559218353, 0.8424804884333943, 0.7677363331989768, 0.35758216580611535] || Best Acc@1:81.270
[2025-09-16 01:16:03,175] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [93.32477569580078, 90.2354965209961, 88.50856018066406, 85.29801177978516, 88.43843841552734, 85.55240631103516], Test Loss [0.3807744679563656, 0.4252614184426618, 0.510015962850348, 0.8809287961745105, 0.8473413445659586, 0.9009055456426258]
[2025-09-16 01:16:03,540] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-16 02:39:18,321] [SEDG] [INFO] Epoch:81 || Train Acc@1  99.84 ( 99.91), Train Cla Loss 9.4488e-01 (8.0814e-01)
[2025-09-16 02:39:26,071] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [73.33333587646484, 65.61955261230469, 68.70332336425781, 69.470947265625, 76.76664733886719, 84.8255844116211, 86.7724838256836, 91.66666412353516], Val Loss  [2.3344520137860223, 3.7610165265634214, 2.9408393853065196, 2.518148070026806, 1.806853889600844, 0.8514366962188898, 0.8347304615939541, 0.3781812184051364] || Best Acc@1:81.270
[2025-09-16 02:39:26,073] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [93.4531478881836, 88.74210357666016, 88.0806884765625, 83.9735107421875, 87.61261749267578, 86.40226745605469], Test Loss [0.40105126742680053, 0.4236078546272825, 0.5247629058130614, 0.8841501175962536, 0.85116066356321, 0.9099918536356421]
[2025-09-16 02:39:26,333] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-16 03:58:02,975] [SEDG] [INFO] Epoch:82 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 6.3723e-01 (7.1757e-01)
[2025-09-16 03:58:10,159] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [73.20513153076172, 64.92147064208984, 68.4996566772461, 68.77710723876953, 76.30909729003906, 85.05813598632812, 86.89006042480469, 91.81034088134766], Val Loss  [2.3612984351622752, 3.747825265000073, 2.9922032145845265, 2.5729492846910587, 1.7908099351586215, 0.8829516330430675, 0.813963399943225, 0.3512188410707589] || Best Acc@1:81.270
[2025-09-16 03:58:10,159] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [92.29782104492188, 90.29293823242188, 88.75305938720703, 83.44371032714844, 87.61261749267578, 86.2606201171875], Test Loss [0.4044606218231658, 0.3932662048537042, 0.4805796631318141, 0.9020492248977257, 0.8423857379693527, 0.8952187209814871]
[2025-09-16 03:58:10,495] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-16 05:16:29,645] [SEDG] [INFO] Epoch:83 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 3.5499e-01 (7.4210e-01)
[2025-09-16 05:16:37,024] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [73.52564239501953, 65.09598541259766, 68.70332336425781, 68.60364532470703, 77.02084350585938, 84.24418640136719, 86.3609619140625, 91.5948257446289], Val Loss  [2.3052476638402695, 3.6181361363196247, 2.8955868377356997, 2.4366218620864393, 1.7190691320557976, 0.8574507580247036, 0.7897868408727898, 0.35696860880259124] || Best Acc@1:81.270
[2025-09-16 05:16:37,027] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [92.61874389648438, 89.029296875, 88.75305938720703, 83.1788101196289, 87.61261749267578, 85.55240631103516], Test Loss [0.3752760118464144, 0.40709649046079516, 0.4960147154615386, 0.9108363178293437, 0.8363214599656629, 0.8836122010821323]
[2025-09-16 05:16:37,361] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-16 06:34:56,344] [SEDG] [INFO] Epoch:84 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 4.7234e-01 (7.6557e-01)
[2025-09-16 06:35:03,918] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [70.76923370361328, 63.8161735534668, 66.87033081054688, 67.82307434082031, 74.32638549804688, 82.96511840820312, 84.1857681274414, 89.22413635253906], Val Loss  [2.7687226680608896, 4.10812046723424, 3.3986093533419464, 2.9048602872585487, 2.08702725908389, 1.053507655443147, 1.0335813022795177, 0.46491466479739924] || Best Acc@1:81.270
[2025-09-16 06:35:03,918] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [91.14249420166016, 88.34003448486328, 87.46944427490234, 80.6622543334961, 87.16216278076172, 84.27761840820312], Test Loss [0.4895511215005132, 0.4472581268743425, 0.5720159217605963, 1.0664337600303802, 0.93532443118167, 1.019695320480606]
[2025-09-16 06:35:04,266] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-16 07:53:22,051] [SEDG] [INFO] Epoch:85 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 2.6508e-01 (7.8295e-01)
[2025-09-16 07:53:34,413] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [76.34615325927734, 67.36474609375, 70.94364929199219, 72.4197769165039, 78.44432830810547, 85.98837280273438, 89.12403869628906, 93.10344696044922], Val Loss  [2.0260140143907988, 3.2774150343812294, 2.7099195619740315, 2.1935727399840936, 1.5327855926149074, 0.7340230230675188, 0.6641847256090507, 0.2765331823063008] || Best Acc@1:81.270
[2025-09-16 07:53:34,414] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [93.38896179199219, 89.60367584228516, 89.48655700683594, 87.01986694335938, 88.58859252929688, 86.40226745605469], Test Loss [0.33105682861418567, 0.4350161303534445, 0.45569575763043374, 0.7571975563338261, 0.7603699226637144, 0.841420098276487]
[2025-09-16 07:53:34,745] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-16 09:11:58,432] [SEDG] [INFO] Epoch:86 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 5.5209e-01 (7.7507e-01)
[2025-09-16 09:12:11,914] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [74.23077392578125, 66.317626953125, 68.56754302978516, 70.59844207763672, 77.58007049560547, 85.46511840820312, 88.12462615966797, 92.81609344482422], Val Loss  [2.1272266424619235, 3.44639651105458, 2.7324973939711232, 2.2849976498442444, 1.6089621228982667, 0.7590656780919364, 0.7117558072908943, 0.31065017577988663] || Best Acc@1:81.270
[2025-09-16 09:12:11,914] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [92.87548065185547, 89.66111755371094, 89.54768371582031, 84.7682113647461, 87.98799133300781, 85.97733306884766], Test Loss [0.3546418316174533, 0.3743837438973115, 0.43861204564279915, 0.7787954225445425, 0.7768662066252024, 0.8480186965580365]
[2025-09-16 09:12:12,348] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-16 10:30:32,394] [SEDG] [INFO] Epoch:87 || Train Acc@1 100.00 ( 99.94), Train Cla Loss 5.6268e-01 (7.2077e-01)
[2025-09-16 10:30:40,401] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [74.03846740722656, 66.55032348632812, 69.7216567993164, 69.55767822265625, 77.376708984375, 85.29069519042969, 87.77189636230469, 92.67241668701172], Val Loss  [2.022081260192089, 3.1697324251559946, 2.5726466435370314, 2.133533492147521, 1.4805555692710546, 0.7238776561825775, 0.6628505983840416, 0.29007529688600303] || Best Acc@1:81.270
[2025-09-16 10:30:40,402] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [92.93966674804688, 88.79954528808594, 89.36430358886719, 85.29801177978516, 88.51351928710938, 85.26911926269531], Test Loss [0.33637781034729447, 0.39980336731018384, 0.428565013871362, 0.7460017570596658, 0.7301884081841141, 0.7860481459404198]
[2025-09-16 10:30:40,748] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-16 11:49:06,332] [SEDG] [INFO] Epoch:88 || Train Acc@1  99.84 ( 99.94), Train Cla Loss 1.1485e+00 (7.4395e-01)
[2025-09-16 11:49:29,185] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [75.64102935791016, 67.30657958984375, 71.48675537109375, 72.50650787353516, 79.00355529785156, 86.4534912109375, 89.00646209716797, 93.462646484375], Val Loss  [2.0033266067504885, 3.248544354436008, 2.621864667328495, 2.166498343011967, 1.4598574186277533, 0.6858331926686819, 0.6559290064921464, 0.26332380547691353] || Best Acc@1:81.270
[2025-09-16 11:49:29,186] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [93.517333984375, 89.94830322265625, 89.30318450927734, 87.54966735839844, 88.66366577148438, 86.68555450439453], Test Loss [0.31973938334886276, 0.40180722048900924, 0.45945789371924545, 0.7177224977126974, 0.7411009957482507, 0.7541716708411712]
[2025-09-16 11:49:29,669] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-16 13:07:47,911] [SEDG] [INFO] Epoch:89 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 4.4048e-01 (7.5180e-01)
[2025-09-16 13:08:07,263] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [76.60256958007812, 68.81908416748047, 71.82620239257812, 73.11361694335938, 80.32536315917969, 87.79069519042969, 90.29981994628906, 94.39655303955078], Val Loss  [1.8064522547599597, 2.858550258331898, 2.4592725794410835, 2.0024672505503935, 1.3152105513719599, 0.6209549523716749, 0.5472547752593947, 0.22251787168327078] || Best Acc@1:81.270
[2025-09-16 13:08:07,265] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [93.4531478881836, 88.79954528808594, 89.1809310913086, 87.947021484375, 88.73873901367188, 87.67705535888672], Test Loss [0.32081549556325734, 0.41277111271617745, 0.4378358504044981, 0.6457920796527767, 0.7044573253993919, 0.7232177598618246]
[2025-09-16 13:08:07,655] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-16 14:26:28,722] [SEDG] [INFO] Epoch:90 || Train Acc@1  99.84 ( 99.94), Train Cla Loss 1.2236e+00 (7.3807e-01)
[2025-09-16 14:26:44,534] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [76.73077392578125, 68.00465393066406, 71.1473159790039, 72.33304595947266, 79.15607452392578, 86.0465087890625, 90.06466674804688, 93.17528533935547], Val Loss  [1.8042218764623006, 2.893425100414194, 2.392485945546862, 1.9525242868313326, 1.3617479335128442, 0.6526934414582197, 0.5677193824260954, 0.2538787294179201] || Best Acc@1:81.270
[2025-09-16 14:26:44,535] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [93.26058959960938, 89.60367584228516, 88.69193267822266, 87.54966735839844, 89.0390396118164, 87.25212097167969], Test Loss [0.3090797499759512, 0.3953212062512096, 0.4283831960414616, 0.6266832107739733, 0.6584160956176551, 0.7063722971059374]
[2025-09-16 14:26:44,895] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-16 16:02:35,740] [SEDG] [INFO] Epoch:91 || Train Acc@1  99.53 ( 99.95), Train Cla Loss 1.7288e+00 (7.1425e-01)
[2025-09-16 16:03:04,293] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [71.34615325927734, 64.223388671875, 66.93821716308594, 66.95577239990234, 74.98728942871094, 83.48837280273438, 85.24397277832031, 89.87068939208984], Val Loss  [2.5111395890896135, 3.914548140407094, 3.1739932054772946, 2.6954260657166693, 1.9100966372342054, 0.929468723923661, 0.8834054694324294, 0.42946348898112774] || Best Acc@1:81.270
[2025-09-16 16:03:04,294] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [91.14249420166016, 88.56978607177734, 87.83618927001953, 81.05960083007812, 87.01201629638672, 84.70254516601562], Test Loss [0.4592585621882273, 0.44549632135785083, 0.5538245693104191, 0.9932578093168751, 0.8729326209953955, 1.0043213714294073]
[2025-09-16 16:03:04,735] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-16 18:42:29,759] [SEDG] [INFO] Epoch:92 || Train Acc@1 100.00 ( 99.93), Train Cla Loss 4.7496e-01 (7.9937e-01)
[2025-09-16 18:42:43,286] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [75.5769271850586, 67.1320571899414, 71.07942962646484, 71.46574401855469, 79.05439758300781, 85.8720932006836, 89.53556823730469, 93.67816162109375], Val Loss  [1.9624319941569597, 3.104326773133647, 2.5346958282234833, 2.0746828247336646, 1.4284484802646327, 0.6999837707641513, 0.6023149737384146, 0.26503924516447147] || Best Acc@1:81.270
[2025-09-16 18:42:43,290] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [93.5815200805664, 89.71855163574219, 89.66992950439453, 87.41722106933594, 88.73873901367188, 87.67705535888672], Test Loss [0.3174056578690571, 0.4070288772763773, 0.43120007916340264, 0.7000603998931039, 0.6938835115762086, 0.7248890835570209]
[2025-09-16 18:42:43,665] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-16 21:21:01,766] [SEDG] [INFO] Epoch:93 || Train Acc@1 100.00 ( 99.94), Train Cla Loss 4.7962e-01 (7.5956e-01)
[2025-09-16 21:21:10,757] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [73.3974380493164, 65.44503021240234, 68.70332336425781, 69.2974853515625, 77.17335510253906, 83.89534759521484, 86.5373306274414, 90.15804290771484], Val Loss  [2.1312329500149456, 3.354158465150763, 2.7371060895175248, 2.322477655489513, 1.663282578798739, 0.8098063680754845, 0.7572154523755508, 0.36238435227638005] || Best Acc@1:81.270
[2025-09-16 21:21:10,759] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [92.49037170410156, 88.28260040283203, 87.83618927001953, 82.91390991210938, 87.31231689453125, 85.97733306884766], Test Loss [0.36814404329774, 0.404038992739833, 0.5012686808665014, 0.9179151666874917, 0.8056256446215484, 0.8565569850523816]
[2025-09-16 21:21:11,095] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-17 00:00:01,799] [SEDG] [INFO] Epoch:94 || Train Acc@1  99.53 ( 99.94), Train Cla Loss 2.0952e+00 (7.4696e-01)
[2025-09-17 00:00:11,810] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [75.32051849365234, 67.36474609375, 71.1473159790039, 70.77190399169922, 79.2069091796875, 85.93022918701172, 89.24162292480469, 94.037353515625], Val Loss  [2.0097692349018197, 3.20090316422392, 2.5231109422157267, 2.1732037437551455, 1.4266348902077377, 0.7140913313211397, 0.6348068548270887, 0.25133901502904965] || Best Acc@1:81.270
[2025-09-17 00:00:11,811] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [93.32477569580078, 89.5462417602539, 89.42543029785156, 87.2847671508789, 88.43843841552734, 87.39376831054688], Test Loss [0.3327259920078386, 0.42741641013667475, 0.43951860387197045, 0.7281004375179871, 0.7141367202406531, 0.7766028834564912]
[2025-09-17 00:00:12,137] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-17 02:38:33,940] [SEDG] [INFO] Epoch:95 || Train Acc@1  99.69 ( 99.94), Train Cla Loss 1.6123e+00 (7.7114e-01)
[2025-09-17 02:38:44,809] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [76.21794891357422, 67.01570892333984, 71.41886901855469, 72.0728530883789, 78.69852447509766, 85.69767761230469, 89.00646209716797, 93.24712371826172], Val Loss  [2.0188891056256417, 3.2467801267147895, 2.5680441985462235, 2.13963690242453, 1.507758928605852, 0.7264468489517999, 0.6503615983351758, 0.271674532593153] || Best Acc@1:81.270
[2025-09-17 02:38:44,810] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [93.5815200805664, 89.25904846191406, 89.11981201171875, 86.88742065429688, 88.66366577148438, 87.11048126220703], Test Loss [0.3147243728600586, 0.42220476408377244, 0.4666718184802235, 0.7665294745899983, 0.7474760823958629, 0.7966877156842194]
[2025-09-17 02:38:45,174] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-17 05:17:37,423] [SEDG] [INFO] Epoch:96 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 7.7010e-01 (7.0893e-01)
[2025-09-17 05:17:46,625] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [76.15384674072266, 67.07388305664062, 72.0977554321289, 72.0728530883789, 79.30858612060547, 86.22093200683594, 88.8301010131836, 93.03160858154297], Val Loss  [1.8932079000350757, 3.0764766675639525, 2.4348089887589235, 2.0122906388351427, 1.422128432025507, 0.6660216648218243, 0.6268323823669459, 0.27375847050095853] || Best Acc@1:81.270
[2025-09-17 05:17:46,629] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [93.517333984375, 89.890869140625, 88.99755859375, 86.88742065429688, 88.51351928710938, 86.40226745605469], Test Loss [0.3402057653520165, 0.404392470468193, 0.4545131988987363, 0.6948824131725639, 0.6942385794880154, 0.7329584458056658]
[2025-09-17 05:17:46,996] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-17 07:55:51,771] [SEDG] [INFO] Epoch:97 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 6.4014e-01 (7.4497e-01)
[2025-09-17 07:56:01,149] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [76.4102554321289, 67.77196502685547, 71.96198272705078, 72.67996978759766, 78.59684753417969, 85.11627960205078, 88.8301010131836, 93.03160858154297], Val Loss  [1.8121175127151685, 2.8853744015990475, 2.341902122963713, 1.9573852013011446, 1.411904098300323, 0.6842751683190812, 0.6099500100947982, 0.2815776899906582] || Best Acc@1:81.270
[2025-09-17 07:56:01,149] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [93.64570617675781, 89.14417266845703, 88.63081359863281, 85.56291198730469, 88.51351928710938, 86.82719421386719], Test Loss [0.3026512553329569, 0.42429509562093043, 0.46856605871307294, 0.730690487410059, 0.689631791623147, 0.7366079617471094]
[2025-09-17 07:56:01,467] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-17 10:35:00,176] [SEDG] [INFO] Epoch:98 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 9.1696e-01 (7.3577e-01)
[2025-09-17 10:35:09,452] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [71.73077392578125, 64.33973693847656, 67.34555053710938, 67.82307434082031, 74.42806243896484, 82.5, 84.06819152832031, 88.72126770019531], Val Loss  [2.3704547772040736, 3.574490001965845, 2.877700759048617, 2.478431050713333, 1.85265212072354, 0.9142697819443636, 0.8873228576343106, 0.45142588841504067] || Best Acc@1:81.270
[2025-09-17 10:35:09,455] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [91.07830810546875, 87.76565551757812, 87.46944427490234, 80.7947006225586, 86.48648834228516, 84.56090545654297], Test Loss [0.43433428652326317, 0.43919187575356156, 0.5469242365462114, 1.0155832826696485, 0.8587088105198857, 0.9409657363769763]
[2025-09-17 10:35:09,808] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-17 13:13:17,649] [SEDG] [INFO] Epoch:99 || Train Acc@1 100.00 ( 99.95), Train Cla Loss 7.0263e-01 (7.1321e-01)
[2025-09-17 13:13:26,914] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [74.23077392578125, 66.0849380493164, 70.60420989990234, 70.33824920654297, 77.0716781616211, 83.89534759521484, 87.47795104980469, 91.5948257446289], Val Loss  [2.1010235890364037, 3.33315139152478, 2.6655691111889004, 2.2873026656773643, 1.6788242509295992, 0.8453783384589262, 0.728251516994205, 0.3690546751022339] || Best Acc@1:81.270
[2025-09-17 13:13:26,914] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [92.87548065185547, 89.60367584228516, 88.75305938720703, 85.03311157226562, 88.13813781738281, 86.2606201171875], Test Loss [0.3553661026457499, 0.40006370333198293, 0.4810760295187057, 0.8124620280518438, 0.7749296697052391, 0.8512257602014355]
[2025-09-17 13:13:27,261] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-17 13:13:36,396] [SEDG] [INFO] Val  Acc@1: [78.71794891357422, 69.40081787109375, 72.50508880615234, 74.67476654052734, 80.02033233642578, 88.0813980102539, 90.82891845703125, 94.46839141845703], Val Loss  [1.8429821099990453, 3.000216258896722, 2.5120344959953087, 1.9576662675932321, 1.3595187051319264, 0.6422400077761605, 0.5575257751834456, 0.2549351981343252]
[2025-09-17 13:13:36,397] [SEDG] [INFO] Test  Acc@1: [93.96662902832031, 88.62722778320312, 89.11981201171875, 87.2847671508789, 88.36336517333984, 88.52690887451172], Test Loss [0.3188757634529215, 0.5466877118283685, 0.5369597458187263, 0.7260526211056488, 0.7426970142859954, 0.7250934298501136]
[2025-09-17 13:13:36,397] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-17 13:13:36,414] [SEDG] [INFO] Val  Mean&Var: [(78.67772, 1.4805148), (69.469604, 1.1469492), (71.010635, 1.9940205), (75.33784, 1.5145526), (80.020164, 0.77522296), (88.09799, 0.74740297), (90.97222, 0.76628184), (94.46023, 0.6341629)]
[2025-09-17 13:13:36,414] [SEDG] [INFO] Test  Mean&Var: [(93.97611, 0.6017955), (88.666954, 0.79076785), (89.30289, 0.8597999), (87.23273, 1.5292276), (88.377975, 0.79555637), (88.99457, 1.3569221)]
