[2025-09-24 15:31:34,627] [SEDG] [INFO] 
[2025-09-24 15:31:34,627] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 15:32:45,042] [SEDG] [INFO] Epoch:0 || Train Acc@1  49.06 ( 44.85), Train Cla Loss 7.1927e+01 (7.4152e+01)
[2025-09-24 15:33:05,620] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [58.78205490112305, 53.22862243652344, 55.12559127807617, 57.068519592285156, 53.83832931518555, 53.488372802734375, 60.37624740600586, 57.3994255065918], Val Loss  [0.6710650997284131, 0.6910068999548996, 0.6890430982551523, 0.6760767895763891, 0.687414001618537, 0.6936755160952723, 0.675106475592921, 0.6767816625792404] || Best Acc@1:56.163
[2025-09-24 15:33:05,621] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [63.2862663269043, 59.103965759277344, 57.579463958740234, 54.56953811645508, 57.05706024169922, 60.05665588378906], Test Loss [0.6688585092381734, 0.6753359477387154, 0.677190848551053, 0.6873925347201871, 0.6780834815523646, 0.6661976589359575]
[2025-09-24 15:33:05,890] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 15:34:22,656] [SEDG] [INFO] Epoch:1 || Train Acc@1  60.31 ( 54.53), Train Cla Loss 6.6109e+01 (6.8587e+01)
[2025-09-24 15:34:43,413] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [58.78205490112305, 55.20651626586914, 57.909027099609375, 58.45620346069336, 56.380271911621094, 52.5, 62.84538269042969, 61.06321716308594], Val Loss  [0.6664715815813114, 0.6853851602478316, 0.6802359974392401, 0.6755839776496523, 0.6801790465966784, 0.6923969803854476, 0.6686833772779842, 0.6689949487817699] || Best Acc@1:57.893
[2025-09-24 15:34:43,413] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [65.9178466796875, 56.691558837890625, 57.8239631652832, 57.61589431762695, 52.47747802734375, 54.67422103881836], Test Loss [0.6539261812423098, 0.6662169451483497, 0.6732833824122739, 0.681978546625731, 0.681062191277295, 0.6661408861027899]
[2025-09-24 15:34:43,880] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 15:35:57,895] [SEDG] [INFO] Epoch:2 || Train Acc@1  69.84 ( 64.04), Train Cla Loss 6.1521e+01 (6.4224e+01)
[2025-09-24 15:36:16,643] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [59.74359130859375, 54.21757125854492, 56.21181106567383, 58.10927963256836, 55.97356033325195, 52.151161193847656, 61.96355056762695, 59.77011489868164], Val Loss  [0.6590717471562899, 0.683172142283732, 0.6798313626689484, 0.6722264528688098, 0.6779638105197552, 0.6883326594219651, 0.663428476142715, 0.6644741269363754] || Best Acc@1:57.893
[2025-09-24 15:36:16,645] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [66.3029556274414, 58.8167724609375, 57.8239631652832, 57.218544006347656, 52.02702713012695, 54.9575080871582], Test Loss [0.6463212223965029, 0.6594884236060224, 0.6692873806417134, 0.6733835428755804, 0.6786268643430762, 0.6608807723177729]
[2025-09-24 15:36:17,017] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 15:37:33,419] [SEDG] [INFO] Epoch:3 || Train Acc@1  72.97 ( 72.47), Train Cla Loss 5.8812e+01 (6.0063e+01)
[2025-09-24 15:37:52,221] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [58.333335876464844, 53.8685302734375, 55.1934814453125, 55.50737380981445, 54.092525482177734, 50.52325439453125, 59.200469970703125, 57.47126388549805], Val Loss  [0.6603554239639869, 0.6815717059765672, 0.6805261927482957, 0.6757992703503148, 0.6805757399010186, 0.6889338426811751, 0.6656108325120633, 0.6653370487278906] || Best Acc@1:57.893
[2025-09-24 15:37:52,226] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [62.772789001464844, 57.26594161987305, 57.273841857910156, 55.09933853149414, 50.97597885131836, 51.69971466064453], Test Loss [0.6486597653377959, 0.6597054670214447, 0.6711120733713463, 0.6733827431470353, 0.6770255327582717, 0.6637768434735263]
[2025-09-24 15:37:52,652] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 15:39:18,752] [SEDG] [INFO] Epoch:4 || Train Acc@1  78.44 ( 77.93), Train Cla Loss 5.6157e+01 (5.7188e+01)
[2025-09-24 15:39:39,251] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [57.30769348144531, 53.57766342163086, 53.97148513793945, 53.425846099853516, 54.956783294677734, 47.38372039794922, 55.5555534362793, 55.60344696044922], Val Loss  [0.6664216955502827, 0.6842950195542181, 0.6822295132253094, 0.6810040862686408, 0.6799314075396276, 0.6896451936211697, 0.670249931956655, 0.6694485045027458] || Best Acc@1:57.893
[2025-09-24 15:39:39,251] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [59.178436279296875, 55.37047576904297, 54.40098190307617, 54.17218780517578, 49.17417526245117, 51.69971466064453], Test Loss [0.6539952966918994, 0.6626901724159135, 0.6744421037018736, 0.6767266272709069, 0.6813247676368233, 0.6658058679813028]
[2025-09-24 15:39:39,955] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 15:41:04,994] [SEDG] [INFO] Epoch:5 || Train Acc@1  85.62 ( 81.99), Train Cla Loss 5.3138e+01 (5.4836e+01)
[2025-09-24 15:41:22,922] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [57.115386962890625, 53.40314483642578, 54.98981475830078, 54.640071868896484, 54.65175247192383, 47.90697479248047, 53.96825408935547, 55.1005744934082], Val Loss  [0.6637825501270783, 0.6843771606146284, 0.6788391168637091, 0.6785424965315039, 0.6796525023161729, 0.6859829403633295, 0.6681327305773579, 0.6687758510140167] || Best Acc@1:57.893
[2025-09-24 15:41:22,923] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [57.63800048828125, 55.94485855102539, 53.728607177734375, 54.701988220214844, 49.32432556152344, 50.849857330322266], Test Loss [0.6545386162893763, 0.6602154478542015, 0.6755623982121717, 0.6737978940767958, 0.6818786426349445, 0.6658687040251983]
[2025-09-24 15:41:23,375] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 15:42:48,668] [SEDG] [INFO] Epoch:6 || Train Acc@1  85.00 ( 85.26), Train Cla Loss 5.2930e+01 (5.2756e+01)
[2025-09-24 15:43:08,520] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [56.21794891357422, 54.50843811035156, 53.903594970703125, 55.07372283935547, 54.855106353759766, 49.82558059692383, 54.8500862121582, 54.59770202636719], Val Loss  [0.6657045660874783, 0.6812290569735933, 0.6777387101959389, 0.6774426641819897, 0.6778911441246386, 0.6802775868149691, 0.6655328889792979, 0.6666900947176176] || Best Acc@1:57.893
[2025-09-24 15:43:08,521] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [57.63800048828125, 56.691558837890625, 53.973106384277344, 55.36423873901367, 49.32432556152344, 51.27478790283203], Test Loss [0.6526121080151265, 0.6590484269797836, 0.67352527234257, 0.6714641754990381, 0.6789623509656202, 0.6617773649712798]
[2025-09-24 15:43:09,095] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 15:44:33,395] [SEDG] [INFO] Epoch:7 || Train Acc@1  87.81 ( 87.46), Train Cla Loss 4.9833e+01 (5.0988e+01)
[2025-09-24 15:44:51,444] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [58.141029357910156, 53.98487854003906, 54.582481384277344, 53.686038970947266, 54.55007553100586, 50.05813980102539, 57.20164489746094, 56.32183837890625], Val Loss  [0.6629481361462519, 0.6817858299590461, 0.6771271055600956, 0.6775490063123877, 0.676565491068345, 0.6788750326910684, 0.6627896306516141, 0.6647028806565822] || Best Acc@1:57.893
[2025-09-24 15:44:51,445] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [60.52631759643555, 57.61056900024414, 56.11247253417969, 55.09933853149414, 50.3753776550293, 52.40793228149414], Test Loss [0.6519149191419334, 0.6587077402164716, 0.6711896064811931, 0.6714323862498959, 0.6742496451100072, 0.6608076770987794]
[2025-09-24 15:44:51,864] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 15:46:16,556] [SEDG] [INFO] Epoch:8 || Train Acc@1  90.94 ( 89.30), Train Cla Loss 4.8428e+01 (4.9377e+01)
[2025-09-24 15:46:36,155] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [58.397438049316406, 53.63583755493164, 55.60081100463867, 54.11968994140625, 54.70259094238281, 51.80232620239258, 58.788944244384766, 57.75862121582031], Val Loss  [0.6626657666304172, 0.6827169851621547, 0.67688202299557, 0.6760283222636863, 0.6759547335154887, 0.6759548278742058, 0.6588879876246108, 0.6628475237166744] || Best Acc@1:57.893
[2025-09-24 15:46:36,156] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [61.74583053588867, 58.64445877075195, 57.334964752197266, 55.6291389465332, 50.97597885131836, 53.39943313598633], Test Loss [0.6506045057470593, 0.6570034549538942, 0.6687233019574639, 0.6696685314967933, 0.6705763499300044, 0.6587660081325779]
[2025-09-24 15:46:36,759] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 15:48:00,996] [SEDG] [INFO] Epoch:9 || Train Acc@1  89.69 ( 90.38), Train Cla Loss 4.8547e+01 (4.7962e+01)
[2025-09-24 15:48:19,735] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [57.62820816040039, 54.39208984375, 54.65037155151367, 54.032958984375, 54.448394775390625, 51.511627197265625, 58.08347702026367, 56.32183837890625], Val Loss  [0.6639592889027718, 0.6823273900985163, 0.677535733882052, 0.6775428462524778, 0.6750722653258556, 0.6747403854547545, 0.6593109158681885, 0.6649695977397349] || Best Acc@1:57.893
[2025-09-24 15:48:19,735] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [61.74583053588867, 59.620906829833984, 57.334964752197266, 54.701988220214844, 50.97597885131836, 54.67422103881836], Test Loss [0.6506271965237422, 0.6566380667042828, 0.6709959798453781, 0.6705564492585643, 0.6714979789636515, 0.6575819763853598]
[2025-09-24 15:48:20,063] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 15:49:43,872] [SEDG] [INFO] Epoch:10 || Train Acc@1  90.00 ( 91.05), Train Cla Loss 4.6899e+01 (4.6766e+01)
[2025-09-24 15:50:02,015] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [58.397438049316406, 54.9156494140625, 56.619144439697266, 54.293148040771484, 53.990848541259766, 52.79069900512695, 61.1405029296875, 59.554595947265625], Val Loss  [0.6628648583705609, 0.6826197362487021, 0.6765437491556777, 0.6768110729463185, 0.6751250036791854, 0.6725017716718275, 0.6557406260293067, 0.6605493385216286] || Best Acc@1:57.893
[2025-09-24 15:50:02,016] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [66.04621124267578, 62.148193359375, 60.024452209472656, 56.688743591308594, 53.378379821777344, 55.524078369140625], Test Loss [0.6488330384886157, 0.6549755974037766, 0.6685302681619789, 0.6703963256040156, 0.6683364186558995, 0.6549255562571561]
[2025-09-24 15:50:02,355] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 15:51:25,699] [SEDG] [INFO] Epoch:11 || Train Acc@1  91.09 ( 91.54), Train Cla Loss 4.5835e+01 (4.5547e+01)
[2025-09-24 15:51:44,475] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [59.4871826171875, 54.62478256225586, 56.21181106567383, 53.686038970947266, 53.78749084472656, 54.94186019897461, 61.4344482421875, 60.77586364746094], Val Loss  [0.6618831597841703, 0.6816574728648422, 0.6744532180900729, 0.67485068465768, 0.6734066266182055, 0.668683875161548, 0.6519375210085874, 0.658142206997707] || Best Acc@1:57.893
[2025-09-24 15:51:44,476] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [66.04621124267578, 62.26306915283203, 60.268951416015625, 57.218544006347656, 55.18018341064453, 58.35694122314453], Test Loss [0.6465313825588936, 0.6523211607982344, 0.6661108357690657, 0.6689671422472063, 0.6656842901184036, 0.6510230925873386]
[2025-09-24 15:51:44,925] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 15:53:09,416] [SEDG] [INFO] Epoch:12 || Train Acc@1  92.50 ( 91.94), Train Cla Loss 4.2260e+01 (4.4443e+01)
[2025-09-24 15:53:29,178] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [61.153846740722656, 56.428157806396484, 57.230140686035156, 53.599308013916016, 56.32943344116211, 57.848838806152344, 63.492061614990234, 61.70977020263672], Val Loss  [0.6583755896641658, 0.6778466742769655, 0.6742700635375252, 0.6736302266199488, 0.6697597696687827, 0.6656168702036835, 0.6477416342388245, 0.6569049337814594] || Best Acc@1:58.474
[2025-09-24 15:53:29,178] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [69.96149444580078, 64.44572448730469, 63.14181137084961, 57.61589431762695, 58.78378677368164, 61.75637435913086], Test Loss [0.644845040909592, 0.6527227724098323, 0.6647153525888774, 0.6669527862245673, 0.6624756480480457, 0.6491440727082596]
[2025-09-24 15:53:29,635] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 15:54:53,388] [SEDG] [INFO] Epoch:13 || Train Acc@1  91.41 ( 92.17), Train Cla Loss 4.3549e+01 (4.3438e+01)
[2025-09-24 15:55:13,044] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [61.41025924682617, 56.60268020629883, 56.55125427246094, 54.553340911865234, 55.61769104003906, 59.47674560546875, 64.96178436279297, 62.5], Val Loss  [0.6609981377919515, 0.6786689137982518, 0.675212093137675, 0.6732372561435749, 0.6689841966369641, 0.6640342820522397, 0.6432868150806932, 0.6564629584893413] || Best Acc@1:58.959
[2025-09-24 15:55:13,045] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [71.0526351928711, 66.05399322509766, 64.85330200195312, 58.27814483642578, 59.759761810302734, 63.739376068115234], Test Loss [0.6434270876515967, 0.6509220878123415, 0.6631009236233159, 0.6689722026420745, 0.6600471556007683, 0.6466548496873116]
[2025-09-24 15:55:13,398] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 15:56:38,338] [SEDG] [INFO] Epoch:14 || Train Acc@1  92.66 ( 92.27), Train Cla Loss 4.1952e+01 (4.2517e+01)
[2025-09-24 15:56:57,056] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [61.92308044433594, 56.83537292480469, 57.637474060058594, 53.77276611328125, 56.53278732299805, 59.069766998291016, 64.37389373779297, 63.6494255065918], Val Loss  [0.6591505735348433, 0.6798869430013282, 0.6721429830494173, 0.6731270524799979, 0.6679985582313382, 0.6612175730771797, 0.6425487742152094, 0.6506779803626839] || Best Acc@1:59.224
[2025-09-24 15:56:57,057] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [70.98844909667969, 65.59449005126953, 63.75305938720703, 59.47019958496094, 59.909912109375, 63.45608901977539], Test Loss [0.6411900204320621, 0.6475820024420241, 0.6619563892593011, 0.665907082652414, 0.6587377829594655, 0.6435929101182111]
[2025-09-24 15:56:57,473] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 15:58:22,601] [SEDG] [INFO] Epoch:15 || Train Acc@1  92.03 ( 92.29), Train Cla Loss 4.1124e+01 (4.1662e+01)
[2025-09-24 15:58:40,636] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [62.17948913574219, 57.70797348022461, 57.569583892822266, 54.293148040771484, 57.24453353881836, 60.348838806152344, 63.84479522705078, 62.931034088134766], Val Loss  [0.6606094650733165, 0.6794049529366329, 0.6727588771559799, 0.6740422738394526, 0.6685187530263039, 0.6612841370493867, 0.6450356873675419, 0.6560791504794153] || Best Acc@1:59.515
[2025-09-24 15:58:40,637] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [70.15404510498047, 66.22631072998047, 63.99755859375, 58.940399169921875, 61.03603744506836, 64.164306640625], Test Loss [0.6462351614764781, 0.6530173192552833, 0.6652929663366677, 0.6684512143892958, 0.6602282069466852, 0.6469126845216616]
[2025-09-24 15:58:41,023] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 16:00:08,055] [SEDG] [INFO] Epoch:16 || Train Acc@1  93.44 ( 92.55), Train Cla Loss 4.0064e+01 (4.0812e+01)
[2025-09-24 16:00:27,544] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [60.96154022216797, 56.777198791503906, 56.754920959472656, 53.94622802734375, 56.58362579345703, 60.63953399658203, 63.668426513671875, 62.931034088134766], Val Loss  [0.6628830249492939, 0.6811623566021678, 0.6751999139623908, 0.6745540697680074, 0.6682702534442392, 0.6589247961376988, 0.644303562779906, 0.6543883592232891] || Best Acc@1:59.515
[2025-09-24 16:00:27,545] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [71.24518585205078, 66.28374481201172, 64.60880279541016, 60.132450103759766, 60.4354362487793, 64.73088073730469], Test Loss [0.6426112138413954, 0.651133410071998, 0.6633734898345686, 0.6661736898864342, 0.6589986995175794, 0.6462573674177651]
[2025-09-24 16:00:28,114] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 16:02:26,779] [SEDG] [INFO] Epoch:17 || Train Acc@1  92.34 ( 92.75), Train Cla Loss 3.9712e+01 (3.9942e+01)
[2025-09-24 16:02:51,004] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [64.74359130859375, 57.242584228515625, 59.4025764465332, 55.33391189575195, 58.92221450805664, 63.19767379760742, 65.90240478515625, 66.5948257446289], Val Loss  [0.6602815686128078, 0.6801564251357141, 0.6727466213808364, 0.6743068580304863, 0.6676440393797444, 0.6575609714485878, 0.6378369702793864, 0.6526736617088318] || Best Acc@1:61.417
[2025-09-24 16:02:51,004] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [74.58280181884766, 67.94945526123047, 66.68704223632812, 61.192054748535156, 66.29129028320312, 69.83002471923828], Test Loss [0.6423686665503143, 0.6507280527826427, 0.662994517090851, 0.667135322725536, 0.6574036104901059, 0.6428714933206272]
[2025-09-24 16:02:51,434] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 16:04:57,072] [SEDG] [INFO] Epoch:18 || Train Acc@1  92.97 ( 92.84), Train Cla Loss 3.8263e+01 (3.9101e+01)
[2025-09-24 16:05:21,212] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [65.0, 57.64979934692383, 59.4025764465332, 56.11448669433594, 59.68479537963867, 65.05813598632812, 67.60728454589844, 68.31896209716797], Val Loss  [0.6583211201887864, 0.6783295678426666, 0.6701623970606014, 0.6697409694492559, 0.6657480106901625, 0.651964769252511, 0.6323448730384091, 0.6467407612965025] || Best Acc@1:62.355
[2025-09-24 16:05:21,212] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [79.97432708740234, 69.95979309082031, 69.498779296875, 62.119205474853516, 70.9459457397461, 72.23796081542969], Test Loss [0.633877411044761, 0.6457936090001561, 0.6574663143869134, 0.665358077058729, 0.6478845364338642, 0.6375717390698009]
[2025-09-24 16:05:21,753] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 16:07:33,338] [SEDG] [INFO] Epoch:19 || Train Acc@1  93.28 ( 93.00), Train Cla Loss 3.9088e+01 (3.8325e+01)
[2025-09-24 16:07:56,251] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [64.74359130859375, 57.009891510009766, 59.47046661376953, 56.37467575073242, 58.82053756713867, 63.953487396240234, 65.25572967529297, 65.80459594726562], Val Loss  [0.6608674963315327, 0.6819588612372824, 0.6731226233018148, 0.6740254589194127, 0.666241137552334, 0.655294144153595, 0.6370868201048356, 0.6528233728189577] || Best Acc@1:62.355
[2025-09-24 16:07:56,252] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [73.04236602783203, 68.17920684814453, 66.44254302978516, 60.26490020751953, 67.04204559326172, 68.98017120361328], Test Loss [0.644067925421356, 0.6497715607516592, 0.6626027216246775, 0.6672023073726931, 0.6576964706629962, 0.6453171022890647]
[2025-09-24 16:07:56,545] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 16:10:04,182] [SEDG] [INFO] Epoch:20 || Train Acc@1  91.88 ( 92.97), Train Cla Loss 3.7830e+01 (3.7630e+01)
[2025-09-24 16:10:28,463] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [65.19230651855469, 56.89354705810547, 59.13102340698242, 56.895057678222656, 59.68479537963867, 65.0, 67.07818603515625, 67.95977020263672], Val Loss  [0.6584888479648492, 0.6800262130506515, 0.671573160379336, 0.6714232855016836, 0.6667530792706136, 0.6523889244988907, 0.6321605357052928, 0.6482476215252931] || Best Acc@1:62.355
[2025-09-24 16:10:28,464] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [78.17715454101562, 70.47673797607422, 68.94866180419922, 63.44371032714844, 69.44444274902344, 71.95467376708984], Test Loss [0.6393302033281143, 0.6479806647021356, 0.6600272658401714, 0.6653394579097924, 0.6542330629474766, 0.6411597043191407]
[2025-09-24 16:10:28,895] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 16:12:28,198] [SEDG] [INFO] Epoch:21 || Train Acc@1  93.91 ( 93.00), Train Cla Loss 3.5729e+01 (3.6931e+01)
[2025-09-24 16:12:50,996] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [63.653846740722656, 58.347877502441406, 60.35301971435547, 57.588897705078125, 58.210472106933594, 65.05813598632812, 65.90240478515625, 67.16954040527344], Val Loss  [0.6601988431734916, 0.6801668116004749, 0.670644445234792, 0.6712994767806888, 0.6645498174244096, 0.6483275283214658, 0.6309795246833496, 0.6455491130379425] || Best Acc@1:62.355
[2025-09-24 16:12:50,996] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [75.22464752197266, 69.15565490722656, 67.97066497802734, 63.70861053466797, 69.66967010498047, 71.95467376708984], Test Loss [0.6382773608084056, 0.6460414475096429, 0.6583699732654543, 0.6666832431262693, 0.6516628233162133, 0.6379100509811055]
[2025-09-24 16:12:51,414] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 16:14:50,871] [SEDG] [INFO] Epoch:22 || Train Acc@1  92.50 ( 93.10), Train Cla Loss 3.6222e+01 (3.6265e+01)
[2025-09-24 16:15:13,628] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [64.03845977783203, 57.766143798828125, 59.94568634033203, 57.068519592285156, 59.93899154663086, 65.63953399658203, 66.01998901367188, 67.31321716308594], Val Loss  [0.6610411900740404, 0.6820560557818677, 0.6713250639967908, 0.672095786770426, 0.6629137554384453, 0.647038194467855, 0.6291269406650012, 0.6448557616650373] || Best Acc@1:62.355
[2025-09-24 16:15:13,629] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [76.2516098022461, 70.59161376953125, 69.6821517944336, 62.38410568237305, 70.12012481689453, 72.37960052490234], Test Loss [0.634967809158051, 0.644010662724409, 0.6570368573834668, 0.6643592386845721, 0.6503431850725466, 0.6381213079093199]
[2025-09-24 16:15:14,127] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 16:17:23,204] [SEDG] [INFO] Epoch:23 || Train Acc@1  94.22 ( 93.27), Train Cla Loss 3.3920e+01 (3.5454e+01)
[2025-09-24 16:17:43,538] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [65.5769271850586, 57.242584228515625, 61.235572814941406, 58.45620346069336, 61.10828399658203, 66.56977081298828, 68.13639068603516, 68.462646484375], Val Loss  [0.6593720488059215, 0.6821500671818341, 0.6697334714754859, 0.6696267599451573, 0.6610347446476559, 0.6456655128057613, 0.6273196941260237, 0.6444116817123589] || Best Acc@1:63.349
[2025-09-24 16:17:43,538] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [78.36970520019531, 70.76393127441406, 69.74327850341797, 63.70861053466797, 73.04804992675781, 74.9291763305664], Test Loss [0.6352780886730884, 0.6443515502126104, 0.656565831605263, 0.6653720141246618, 0.6482013700244663, 0.6359695579445058]
[2025-09-24 16:17:44,006] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 16:19:54,625] [SEDG] [INFO] Epoch:24 || Train Acc@1  92.03 ( 93.21), Train Cla Loss 3.6125e+01 (3.4906e+01)
[2025-09-24 16:20:17,601] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [64.61538696289062, 57.41710662841797, 60.69246292114258, 56.895057678222656, 61.667510986328125, 67.84883880615234, 69.07701110839844, 70.61781311035156], Val Loss  [0.6616835789802747, 0.6835247250821023, 0.6739940864248334, 0.6729467906387392, 0.6614850559814, 0.6442928541538328, 0.6262700772159314, 0.6430761656541933] || Best Acc@1:63.604
[2025-09-24 16:20:17,602] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [80.35943603515625, 70.99368286132812, 71.33251953125, 64.6357650756836, 72.44744873046875, 76.20396423339844], Test Loss [0.6346492999172333, 0.6457298514077473, 0.6555777607453773, 0.6668427768132544, 0.6483887947715439, 0.6387179255823238]
[2025-09-24 16:20:17,912] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 16:22:28,344] [SEDG] [INFO] Epoch:25 || Train Acc@1  92.03 ( 93.33), Train Cla Loss 3.4761e+01 (3.4199e+01)
[2025-09-24 16:22:53,223] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [65.96154022216797, 58.28970718383789, 61.16768264770508, 58.36947250366211, 62.175899505615234, 67.26744079589844, 70.13521575927734, 71.69540405273438], Val Loss  [0.6581024918800745, 0.6817475499421652, 0.6690233656523265, 0.6698077786826921, 0.6586299443160087, 0.6410987590634546, 0.6233438026687806, 0.6381852640502754] || Best Acc@1:64.383
[2025-09-24 16:22:53,224] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [80.87291717529297, 71.45318603515625, 71.63814544677734, 65.43046569824219, 75.0, 76.34561157226562], Test Loss [0.6313388585585226, 0.6429455420328651, 0.6530883831033497, 0.6635997883531431, 0.6440365856832212, 0.6340152239664418]
[2025-09-24 16:22:53,503] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 16:25:03,185] [SEDG] [INFO] Epoch:26 || Train Acc@1  93.75 ( 93.24), Train Cla Loss 3.3291e+01 (3.3723e+01)
[2025-09-24 16:25:27,596] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [65.12820434570312, 57.12623977661133, 62.389678955078125, 58.803123474121094, 61.36248016357422, 67.55813598632812, 68.31275177001953, 70.40229797363281], Val Loss  [0.6572347041888115, 0.6838689432926411, 0.6708343950405626, 0.6687180869287754, 0.6609220788996415, 0.6421394392501476, 0.6206417457276692, 0.6404371371214417] || Best Acc@1:64.383
[2025-09-24 16:25:27,596] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [79.71759033203125, 71.45318603515625, 71.39364624023438, 64.23841094970703, 73.57357788085938, 77.05382537841797], Test Loss [0.6320761576084485, 0.6416319391975315, 0.6536976552242755, 0.6657786237482993, 0.6451681335051138, 0.6333726026518824]
[2025-09-24 16:25:27,928] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 16:27:39,054] [SEDG] [INFO] Epoch:27 || Train Acc@1  93.75 ( 93.23), Train Cla Loss 3.2573e+01 (3.3064e+01)
[2025-09-24 16:28:00,702] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [65.25640869140625, 57.766143798828125, 60.28512954711914, 58.889854431152344, 61.159122467041016, 66.97674560546875, 66.96060943603516, 69.037353515625], Val Loss  [0.659342151421767, 0.6823563226577222, 0.6726463684320289, 0.6710081954469705, 0.6587429315412353, 0.6406507760979409, 0.6228883810985235, 0.638078983487754] || Best Acc@1:64.383
[2025-09-24 16:28:00,709] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [78.94737243652344, 71.16600036621094, 71.21027374267578, 63.9735107421875, 72.14714813232422, 74.22096252441406], Test Loss [0.6325059680791814, 0.6416802308396455, 0.65392673598525, 0.6636016177815317, 0.6464705354458576, 0.6342274977195026]
[2025-09-24 16:28:01,165] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 16:30:19,936] [SEDG] [INFO] Epoch:28 || Train Acc@1  92.66 ( 93.30), Train Cla Loss 3.2645e+01 (3.2500e+01)
[2025-09-24 16:30:39,352] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [66.53846740722656, 58.11518478393555, 61.8465690612793, 58.54293441772461, 61.71834945678711, 66.68604278564453, 67.19576263427734, 67.67241668701172], Val Loss  [0.656754893828661, 0.6829673429434212, 0.6665475412201736, 0.66934527259026, 0.6563062944809798, 0.6364322362944137, 0.6184398967472684, 0.6352480834928053] || Best Acc@1:64.383
[2025-09-24 16:30:39,353] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [76.12323760986328, 69.73004150390625, 69.55990600585938, 63.04636001586914, 73.04804992675781, 73.93767547607422], Test Loss [0.6275506171090612, 0.6386405700654014, 0.6504348714660607, 0.6630368876141428, 0.6423698823015254, 0.6300170911270228]
[2025-09-24 16:30:39,729] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 16:32:52,957] [SEDG] [INFO] Epoch:29 || Train Acc@1  92.34 ( 93.43), Train Cla Loss 3.2709e+01 (3.1854e+01)
[2025-09-24 16:33:16,186] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [65.51282501220703, 57.824317932128906, 61.50712585449219, 58.54293441772461, 61.10828399658203, 67.6744155883789, 66.90181732177734, 68.82183837890625], Val Loss  [0.6545190554398757, 0.6836601236034369, 0.6676746809150763, 0.6675575867178951, 0.6551554298182702, 0.6330964759338734, 0.6136509993018857, 0.6308418519195469] || Best Acc@1:64.383
[2025-09-24 16:33:16,187] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [76.82926940917969, 70.59161376953125, 69.86553192138672, 62.64900588989258, 74.0990982055664, 75.0708236694336], Test Loss [0.6232503563050893, 0.6363908064084652, 0.6475050972551472, 0.6624572538382171, 0.6372755407929063, 0.627810405435373]
[2025-09-24 16:33:16,604] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 16:35:27,781] [SEDG] [INFO] Epoch:30 || Train Acc@1  94.06 ( 93.42), Train Cla Loss 3.1568e+01 (3.1243e+01)
[2025-09-24 16:35:51,915] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [65.3846206665039, 58.11518478393555, 60.96401596069336, 61.144840240478516, 63.80274200439453, 68.77906799316406, 70.25279235839844, 73.27586364746094], Val Loss  [0.6551970209830846, 0.6835501701974674, 0.6694486519955326, 0.6668741626524449, 0.6538937996048338, 0.6323827713034874, 0.609237162068898, 0.6300214494781933] || Best Acc@1:65.215
[2025-09-24 16:35:51,916] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [81.96405792236328, 70.82136535644531, 71.88264465332031, 65.56291198730469, 75.30030059814453, 77.05382537841797], Test Loss [0.6237905888563555, 0.6380443281993176, 0.6479459106193487, 0.6616399868434628, 0.6376901931232877, 0.6275960129313699]
[2025-09-24 16:35:52,274] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 16:38:02,427] [SEDG] [INFO] Epoch:31 || Train Acc@1  94.22 ( 93.42), Train Cla Loss 3.0517e+01 (3.0778e+01)
[2025-09-24 16:38:26,507] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [65.51282501220703, 58.58057403564453, 61.98234558105469, 61.83868408203125, 62.02338409423828, 67.73255920410156, 69.31216430664062, 70.47413635253906], Val Loss  [0.6521682161551255, 0.6818144900151086, 0.6663592572286674, 0.6674770528300369, 0.6513015560589893, 0.6302688180014144, 0.6073221769282426, 0.6251956416272569] || Best Acc@1:65.215
[2025-09-24 16:38:26,508] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [79.91014099121094, 70.93624114990234, 71.57701873779297, 63.70861053466797, 75.60060119628906, 75.77903747558594], Test Loss [0.6161857102740561, 0.6327079327403643, 0.6426255775838726, 0.6614006749841551, 0.6302799675557706, 0.6206573359351658]
[2025-09-24 16:38:26,879] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 16:40:37,425] [SEDG] [INFO] Epoch:32 || Train Acc@1  93.59 ( 93.47), Train Cla Loss 2.9607e+01 (3.0246e+01)
[2025-09-24 16:41:01,455] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [64.80769348144531, 57.70797348022461, 61.575016021728516, 62.012142181396484, 63.44687271118164, 68.3720932006836, 70.13521575927734, 71.98275756835938], Val Loss  [0.6601271290045518, 0.6847029162951165, 0.668686582049948, 0.6677017068718168, 0.6553755866493376, 0.6341935398966767, 0.6146496241755657, 0.6338611156090923] || Best Acc@1:65.215
[2025-09-24 16:41:01,456] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [82.1566162109375, 71.16600036621094, 72.0660171508789, 65.03311157226562, 75.67567443847656, 76.91217803955078], Test Loss [0.631271717637127, 0.6422756618976867, 0.6514925394198131, 0.6647106510124459, 0.6406468108251646, 0.632617533038088]
[2025-09-24 16:41:01,854] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 16:43:12,789] [SEDG] [INFO] Epoch:33 || Train Acc@1  92.81 ( 93.53), Train Cla Loss 3.0176e+01 (2.9747e+01)
[2025-09-24 16:43:36,522] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [64.16667175292969, 57.64979934692383, 61.03190612792969, 60.971378326416016, 63.44687271118164, 68.60465240478516, 70.37036895751953, 73.70689392089844], Val Loss  [0.6566468541438762, 0.6846072197376537, 0.6695670003560799, 0.670281145795986, 0.6527201576043824, 0.6312074464420939, 0.6115866630025502, 0.6294611356724268] || Best Acc@1:65.215
[2025-09-24 16:43:36,522] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [82.5417251586914, 72.14244842529297, 72.18827056884766, 63.31126022338867, 76.42642974853516, 76.34561157226562], Test Loss [0.6235342901845645, 0.6359994253641158, 0.6476184623748574, 0.6645010068716592, 0.6350448151250502, 0.630125666981716]
[2025-09-24 16:43:37,031] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 16:45:50,013] [SEDG] [INFO] Epoch:34 || Train Acc@1  94.69 ( 93.43), Train Cla Loss 2.7882e+01 (2.9311e+01)
[2025-09-24 16:46:13,103] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [64.93589782714844, 59.10413360595703, 61.09979248046875, 61.751953125, 62.78596496582031, 69.24418640136719, 70.89946746826172, 73.41954040527344], Val Loss  [0.6598598272372515, 0.6839215086947492, 0.6685152093893156, 0.665436378067096, 0.6553725767814392, 0.6322826216387194, 0.6129891464529424, 0.6325487658895296] || Best Acc@1:65.405
[2025-09-24 16:46:13,104] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [81.51476287841797, 71.28087615966797, 71.33251953125, 64.7682113647461, 75.30030059814453, 76.91217803955078], Test Loss [0.6291176008780287, 0.640595147761718, 0.6505459270150854, 0.6688695492333924, 0.6403413556359552, 0.6337859853468941]
[2025-09-24 16:46:13,504] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 16:48:26,597] [SEDG] [INFO] Epoch:35 || Train Acc@1  93.44 ( 93.66), Train Cla Loss 2.8495e+01 (2.8643e+01)
[2025-09-24 16:48:48,791] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [63.974361419677734, 58.46422576904297, 60.69246292114258, 61.49176025390625, 63.955257415771484, 69.4186019897461, 71.48735809326172, 74.712646484375], Val Loss  [0.6575552203716376, 0.6854763084057114, 0.6694643170511488, 0.6657587734906444, 0.6482433567328325, 0.6205722941908726, 0.6010881142711584, 0.6203707374375442] || Best Acc@1:65.525
[2025-09-24 16:48:48,791] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [82.22079467773438, 70.70648956298828, 72.67726135253906, 65.03311157226562, 76.95195007324219, 76.34561157226562], Test Loss [0.6137968727192615, 0.6309225395244815, 0.6383152149417289, 0.6608640684197281, 0.6243197262824118, 0.6190812900113655]
[2025-09-24 16:48:49,121] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 16:51:03,716] [SEDG] [INFO] Epoch:36 || Train Acc@1  93.59 ( 93.67), Train Cla Loss 2.8312e+01 (2.8224e+01)
[2025-09-24 16:51:23,872] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [64.74359130859375, 57.12623977661133, 63.13645553588867, 60.71118927001953, 63.345191955566406, 69.36046600341797, 70.42915344238281, 73.63505554199219], Val Loss  [0.6581814949329082, 0.6878791621703614, 0.6668328731867705, 0.6678303564928556, 0.6490956544876099, 0.6244011992631957, 0.6058716559185833, 0.6217580745960104] || Best Acc@1:65.525
[2025-09-24 16:51:23,873] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [81.19384002685547, 71.7403793334961, 71.82151794433594, 64.6357650756836, 75.15015411376953, 76.62889099121094], Test Loss [0.6192903195021241, 0.6314064798719372, 0.6441326096180308, 0.6633049543330212, 0.6308267893375935, 0.6236736858870423]
[2025-09-24 16:51:24,254] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 16:53:39,830] [SEDG] [INFO] Epoch:37 || Train Acc@1  94.38 ( 93.64), Train Cla Loss 2.7533e+01 (2.7946e+01)
[2025-09-24 16:54:01,623] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [64.03845977783203, 57.533451080322266, 62.050235748291016, 61.925411224365234, 64.76868438720703, 69.47674560546875, 72.36919403076172, 76.07758331298828], Val Loss  [0.6597924021574167, 0.6868220978243674, 0.6684464349968451, 0.6662649560884507, 0.6495383641837391, 0.6276256514150043, 0.6036146181530984, 0.623400560055656] || Best Acc@1:66.030
[2025-09-24 16:54:01,623] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [81.57894897460938, 70.76393127441406, 71.21027374267578, 63.5761604309082, 76.57657623291016, 74.36260223388672], Test Loss [0.6219164262381077, 0.6378756359621822, 0.6458091779559632, 0.6678463724275299, 0.6316511935299939, 0.6298194818050936]
[2025-09-24 16:54:01,904] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 16:56:09,828] [SEDG] [INFO] Epoch:38 || Train Acc@1  93.75 ( 93.74), Train Cla Loss 2.8502e+01 (2.7373e+01)
[2025-09-24 16:56:30,496] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [64.42308044433594, 57.12623977661133, 60.96401596069336, 60.27753829956055, 64.51448822021484, 69.76744079589844, 71.84009552001953, 75.35919189453125], Val Loss  [0.6605534397638761, 0.6906417972338346, 0.66902961875821, 0.6684477871020567, 0.6485291846706349, 0.6202076310335204, 0.598447751466279, 0.6181767226635725] || Best Acc@1:66.030
[2025-09-24 16:56:30,497] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [82.34916687011719, 71.0511245727539, 71.88264465332031, 65.03311157226562, 76.80180358886719, 74.9291763305664], Test Loss [0.6158194587839736, 0.6307721367380799, 0.640960168284717, 0.662561861884515, 0.6257301824944871, 0.6231992548653492]
[2025-09-24 16:56:30,968] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 16:58:36,643] [SEDG] [INFO] Epoch:39 || Train Acc@1  95.62 ( 93.66), Train Cla Loss 2.4762e+01 (2.7015e+01)
[2025-09-24 16:58:57,724] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [64.67948913574219, 57.18441390991211, 61.710792541503906, 60.62445831298828, 63.80274200439453, 69.88372039794922, 72.427978515625, 74.8563232421875], Val Loss  [0.6557911799504207, 0.6878946316734589, 0.6681039432077609, 0.6649910170206895, 0.6467020040426269, 0.6189073451729707, 0.5949789149700929, 0.6152001550827904] || Best Acc@1:66.030
[2025-09-24 16:58:57,725] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [82.4133529663086, 70.82136535644531, 71.21027374267578, 64.37086486816406, 77.25225067138672, 75.77903747558594], Test Loss [0.6082680844373054, 0.6253021065357566, 0.636312919315907, 0.6628246831578135, 0.620301168960136, 0.6148897382422818]
[2025-09-24 16:58:58,155] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 17:01:01,005] [SEDG] [INFO] Epoch:40 || Train Acc@1  92.19 ( 93.78), Train Cla Loss 2.6731e+01 (2.6473e+01)
[2025-09-24 17:01:22,476] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [62.82051467895508, 55.613731384277344, 60.01357650756836, 59.84388732910156, 64.76868438720703, 69.36046600341797, 73.1334457397461, 75.79022979736328], Val Loss  [0.6631311294360038, 0.6929867072740635, 0.6721667026631782, 0.6705679004335031, 0.6479289622917719, 0.6210341897121695, 0.5961551205821769, 0.6167260504317009] || Best Acc@1:66.030
[2025-09-24 17:01:22,477] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [80.93710327148438, 69.4428482055664, 68.64303588867188, 64.37086486816406, 75.0, 73.51274871826172], Test Loss [0.6149765826924315, 0.6345187495454573, 0.6429695798890224, 0.6652139576855085, 0.6257557122557013, 0.6244292745509161]
[2025-09-24 17:01:23,117] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 17:03:25,482] [SEDG] [INFO] Epoch:41 || Train Acc@1  94.22 ( 93.82), Train Cla Loss 2.6447e+01 (2.6119e+01)
[2025-09-24 17:03:40,222] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [63.589744567871094, 56.137290954589844, 61.16768264770508, 61.318302154541016, 64.3111343383789, 69.94186401367188, 72.8982925415039, 74.92816162109375], Val Loss  [0.6591936432398282, 0.6915788924437474, 0.6695769909928627, 0.6677652940683952, 0.6471344752546853, 0.6191176250923511, 0.5983623526924712, 0.6176599209336029] || Best Acc@1:66.030
[2025-09-24 17:03:40,223] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [81.32221221923828, 69.55772399902344, 69.498779296875, 61.98675537109375, 75.0, 73.08781433105469], Test Loss [0.6168017176975794, 0.6332065654786957, 0.642830837618168, 0.6670713532049924, 0.6275770422574636, 0.6241605879564799]
[2025-09-24 17:03:40,639] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 17:05:40,549] [SEDG] [INFO] Epoch:42 || Train Acc@1  92.19 ( 93.74), Train Cla Loss 2.6109e+01 (2.5826e+01)
[2025-09-24 17:05:59,287] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [64.42308044433594, 57.35893249511719, 62.050235748291016, 60.79792022705078, 63.497711181640625, 69.70930480957031, 70.37036895751953, 73.85057067871094], Val Loss  [0.658494123740074, 0.690472007525945, 0.668606306307994, 0.6708825631236782, 0.6457804877199251, 0.6119913436645685, 0.5936483367620532, 0.6080034457404038] || Best Acc@1:66.030
[2025-09-24 17:05:59,288] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [82.4133529663086, 70.07466888427734, 72.61614227294922, 64.7682113647461, 75.7507553100586, 75.77903747558594], Test Loss [0.6024425384781021, 0.6252458136975937, 0.6332155466079712, 0.660428453597012, 0.6164624037685337, 0.6113712345236759]
[2025-09-24 17:05:59,690] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 17:08:01,411] [SEDG] [INFO] Epoch:43 || Train Acc@1  94.84 ( 93.84), Train Cla Loss 2.2977e+01 (2.5246e+01)
[2025-09-24 17:08:18,320] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [63.71794891357422, 56.137290954589844, 60.76034927368164, 61.144840240478516, 63.955257415771484, 69.59302520751953, 71.54615020751953, 75.93390655517578], Val Loss  [0.6625639658707839, 0.6922982842024847, 0.6694351550436959, 0.6668722541665162, 0.6451317038885155, 0.6176426884739898, 0.5966533660047689, 0.6125798746087086] || Best Acc@1:66.030
[2025-09-24 17:08:18,321] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [81.83568572998047, 69.27053833007812, 70.2322769165039, 63.70861053466797, 75.9759750366211, 73.79603576660156], Test Loss [0.6116252149788803, 0.6308552616975007, 0.6389005583480984, 0.6644106750456703, 0.6225139928293658, 0.6202107914446433]
[2025-09-24 17:08:18,715] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 17:10:21,894] [SEDG] [INFO] Epoch:44 || Train Acc@1  93.59 ( 93.76), Train Cla Loss 2.5223e+01 (2.5025e+01)
[2025-09-24 17:10:37,462] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [63.141029357910156, 55.8464241027832, 59.4025764465332, 58.629661560058594, 64.2094497680664, 70.34883880615234, 73.83891296386719, 76.93965148925781], Val Loss  [0.6635478548514537, 0.6921998280782627, 0.671773407322488, 0.6703312582072236, 0.6492717937581964, 0.6201871896899024, 0.5943245132273607, 0.6134189408400963] || Best Acc@1:66.030
[2025-09-24 17:10:37,463] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [79.46084594726562, 68.0643310546875, 67.78729248046875, 63.841060638427734, 74.62462615966797, 73.22946166992188], Test Loss [0.6160387721998242, 0.6340091585565202, 0.6424617244153851, 0.665444319374514, 0.6250142745069556, 0.6261291254005756]
[2025-09-24 17:10:37,945] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 17:12:32,505] [SEDG] [INFO] Epoch:45 || Train Acc@1  93.59 ( 93.79), Train Cla Loss 2.5668e+01 (2.4616e+01)
[2025-09-24 17:12:49,480] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [64.03845977783203, 56.660850524902344, 61.16768264770508, 59.41023635864258, 63.955257415771484, 69.18604278564453, 72.0164566040039, 75.93390655517578], Val Loss  [0.6636256340222481, 0.6934044959934872, 0.6711633339756942, 0.6720123617729723, 0.6489917515920514, 0.6183429019395695, 0.5979624842279873, 0.6167623462348149] || Best Acc@1:66.030
[2025-09-24 17:12:49,480] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [82.4133529663086, 69.32797241210938, 69.86553192138672, 65.43046569824219, 76.05105590820312, 73.79603576660156], Test Loss [0.614945613144298, 0.6333802573849319, 0.6417076567274435, 0.6644861552099518, 0.6264314345411353, 0.6237960790439638]
[2025-09-24 17:12:49,993] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 17:14:48,201] [SEDG] [INFO] Epoch:46 || Train Acc@1  95.47 ( 94.02), Train Cla Loss 2.2080e+01 (2.4122e+01)
[2025-09-24 17:15:07,259] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [62.82051467895508, 55.439212799072266, 60.28512954711914, 60.10407638549805, 65.12454986572266, 70.34883880615234, 74.191650390625, 75.93390655517578], Val Loss  [0.6625663723701086, 0.6930360210503583, 0.6705833588501101, 0.6703386331059472, 0.645536415396333, 0.6175372387087622, 0.5908313178091033, 0.6147177281050846] || Best Acc@1:66.030
[2025-09-24 17:15:07,263] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [80.03851318359375, 68.35152435302734, 69.13203430175781, 63.841060638427734, 73.8738784790039, 72.66288757324219], Test Loss [0.6131267577448002, 0.6332829501490563, 0.6400409087283687, 0.66723490574502, 0.6233190122667376, 0.6243005651590169]
[2025-09-24 17:15:07,571] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 17:17:09,752] [SEDG] [INFO] Epoch:47 || Train Acc@1  93.12 ( 93.97), Train Cla Loss 2.4584e+01 (2.3747e+01)
[2025-09-24 17:17:28,782] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [64.23077392578125, 56.3699836730957, 60.69246292114258, 58.45620346069336, 64.4636459350586, 70.0, 73.015869140625, 76.50862121582031], Val Loss  [0.6593081455964308, 0.6934719527787147, 0.6685304950065379, 0.6683834273196879, 0.6433225339538989, 0.609348322624384, 0.5842914550112388, 0.6021017665150522] || Best Acc@1:66.030
[2025-09-24 17:17:28,788] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [81.51476287841797, 69.4428482055664, 70.11003112792969, 65.03311157226562, 75.9759750366211, 73.08781433105469], Test Loss [0.6013742917156342, 0.6239765129987704, 0.6330576473459929, 0.6608020493526332, 0.6131119819374772, 0.6150573448148733]
[2025-09-24 17:17:29,295] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 17:19:34,304] [SEDG] [INFO] Epoch:48 || Train Acc@1  95.47 ( 93.99), Train Cla Loss 2.1520e+01 (2.3465e+01)
[2025-09-24 17:19:55,067] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [63.141029357910156, 55.613731384277344, 61.03190612792969, 59.75715637207031, 64.56532287597656, 69.76744079589844, 72.95708465576172, 74.78448486328125], Val Loss  [0.6627030427639301, 0.6970994890325634, 0.6691707143634659, 0.669424968291032, 0.6437890920835397, 0.6095453697581624, 0.5832971888454713, 0.6049148625340955] || Best Acc@1:66.030
[2025-09-24 17:19:55,068] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [81.57894897460938, 68.4089584350586, 69.37653350830078, 63.31126022338867, 75.15015411376953, 72.23796081542969], Test Loss [0.6041337323586656, 0.6274460250108425, 0.635671037624984, 0.664212794809152, 0.6151391369802458, 0.6176638392145843]
[2025-09-24 17:19:55,506] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 17:22:01,503] [SEDG] [INFO] Epoch:49 || Train Acc@1  95.47 ( 93.85), Train Cla Loss 2.2859e+01 (2.3321e+01)
[2025-09-24 17:22:23,255] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [64.10256958007812, 56.719024658203125, 60.8961296081543, 60.1908073425293, 65.07371520996094, 70.52325439453125, 73.7213363647461, 76.36494445800781], Val Loss  [0.6597123509798295, 0.6916465903174538, 0.6680430816859513, 0.6673034754713411, 0.644579701909694, 0.614233534003413, 0.5898966460211147, 0.6077349761436726] || Best Acc@1:66.030
[2025-09-24 17:22:23,256] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [81.57894897460938, 69.67259979248047, 70.5990219116211, 65.29801177978516, 74.849853515625, 73.37110137939453], Test Loss [0.6079778094346777, 0.6296537228523487, 0.636496924975099, 0.6622215801516905, 0.6195771755040945, 0.6206141139562678]
[2025-09-24 17:22:23,888] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-24 17:24:31,984] [SEDG] [INFO] Epoch:50 || Train Acc@1  93.44 ( 94.02), Train Cla Loss 2.4109e+01 (2.2796e+01)
[2025-09-24 17:24:57,158] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [62.62820816040039, 56.02094650268555, 61.43923568725586, 60.62445831298828, 65.22622680664062, 69.70930480957031, 73.603759765625, 77.08333587646484], Val Loss  [0.663223904524094, 0.6969407946304779, 0.6719234048389531, 0.669693096399514, 0.642597428783888, 0.6066013918366543, 0.5834512513641187, 0.601239449676426] || Best Acc@1:66.030
[2025-09-24 17:24:57,158] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [81.83568572998047, 69.55772399902344, 70.4156494140625, 64.90066528320312, 76.35135650634766, 73.22946166992188], Test Loss [0.6009668852459634, 0.6243888282830656, 0.6311050361992386, 0.6619793783749965, 0.6124536114054041, 0.6168776620548778]
[2025-09-24 17:24:57,680] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-24 17:27:04,201] [SEDG] [INFO] Epoch:51 || Train Acc@1  94.06 ( 94.03), Train Cla Loss 2.2578e+01 (2.2443e+01)
[2025-09-24 17:27:26,398] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [62.24359130859375, 54.68295669555664, 60.01357650756836, 60.1908073425293, 64.61616516113281, 69.30232238769531, 73.36860656738281, 77.0114974975586], Val Loss  [0.6632759522169064, 0.7003191396065269, 0.6709363257812143, 0.6690237147851499, 0.6393414866700049, 0.6039149342581284, 0.5744652853931559, 0.5907385431486984] || Best Acc@1:66.030
[2025-09-24 17:27:26,414] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [80.87291717529297, 68.5812759399414, 69.37653350830078, 63.841060638427734, 75.45045471191406, 72.23796081542969], Test Loss [0.5934540858164679, 0.6218653183980347, 0.6259203545913137, 0.6605696082904638, 0.6036784135185562, 0.6097811240987805]
[2025-09-24 17:27:27,108] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-24 17:29:34,368] [SEDG] [INFO] Epoch:52 || Train Acc@1  95.00 ( 94.04), Train Cla Loss 2.1561e+01 (2.2158e+01)
[2025-09-24 17:29:54,982] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [62.30769348144531, 54.68295669555664, 59.26679992675781, 58.54293441772461, 64.71784210205078, 70.11627960205078, 74.54438018798828, 76.93965148925781], Val Loss  [0.6652575587614988, 0.7005306171635821, 0.6721788830119416, 0.669385791755405, 0.6440856101310489, 0.6090817953264991, 0.5825353810396144, 0.6032064920184256] || Best Acc@1:66.030
[2025-09-24 17:29:54,983] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [80.03851318359375, 66.91556549072266, 69.00978088378906, 64.10596466064453, 73.79879760742188, 72.37960052490234], Test Loss [0.6060280564966801, 0.6302914836501199, 0.6342419709436468, 0.6666120211809676, 0.6171451355959918, 0.6221257363770568]
[2025-09-24 17:29:55,389] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-24 17:32:01,801] [SEDG] [INFO] Epoch:53 || Train Acc@1  92.34 ( 94.18), Train Cla Loss 2.2933e+01 (2.1750e+01)
[2025-09-24 17:32:23,841] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [63.20513153076172, 55.613731384277344, 59.26679992675781, 59.32350540161133, 64.00609588623047, 69.53488159179688, 72.427978515625, 76.58045959472656], Val Loss  [0.6617496145077241, 0.6995417666060763, 0.6733366227926888, 0.6744507110749548, 0.6408492405825481, 0.5988436263661052, 0.580212533754296, 0.5955963196425602] || Best Acc@1:66.030
[2025-09-24 17:32:23,841] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [81.7715072631836, 70.0172348022461, 71.1491470336914, 65.56291198730469, 76.57657623291016, 74.78753662109375], Test Loss [0.5957450820025492, 0.6192693826729097, 0.6258213231499445, 0.659001758951225, 0.6068908776248898, 0.6109145883122518]
[2025-09-24 17:32:24,458] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-24 17:34:31,177] [SEDG] [INFO] Epoch:54 || Train Acc@1  94.84 ( 94.26), Train Cla Loss 2.1109e+01 (2.1397e+01)
[2025-09-24 17:34:54,484] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [63.07692337036133, 55.3228645324707, 60.01357650756836, 58.022552490234375, 65.68377685546875, 69.76744079589844, 74.191650390625, 77.22701263427734], Val Loss  [0.6638607951310965, 0.7022616480796263, 0.672656485845018, 0.6735589512771663, 0.6393464374917985, 0.5993301524672398, 0.5668540955430826, 0.5890912139552763] || Best Acc@1:66.030
[2025-09-24 17:34:54,492] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [80.80873107910156, 69.55772399902344, 71.45477294921875, 65.82781219482422, 74.849853515625, 72.52124786376953], Test Loss [0.5918585610634556, 0.6191349248992924, 0.6219031729150226, 0.6587226191893318, 0.603889756374531, 0.608433050406891]
[2025-09-24 17:34:54,884] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-24 17:37:00,424] [SEDG] [INFO] Epoch:55 || Train Acc@1  95.31 ( 94.19), Train Cla Loss 1.9201e+01 (2.1224e+01)
[2025-09-24 17:37:22,009] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [61.41025924682617, 55.148345947265625, 62.253902435302734, 61.83868408203125, 65.4295883178711, 71.39534759521484, 74.6031723022461, 77.87356567382812], Val Loss  [0.6639969911330785, 0.70140854795011, 0.6650459206759808, 0.6652863284141627, 0.6338409011777306, 0.5963252397470696, 0.5675583252620865, 0.5879956689374201] || Best Acc@1:66.244
[2025-09-24 17:37:22,012] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [80.68035888671875, 67.89201354980469, 70.11003112792969, 64.7682113647461, 74.17417907714844, 72.80453491210938], Test Loss [0.5901002911456283, 0.6193334167884178, 0.6239317906223474, 0.6613317319888943, 0.6016165544320872, 0.6080948695244938]
[2025-09-24 17:37:22,294] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-24 17:39:26,323] [SEDG] [INFO] Epoch:56 || Train Acc@1  93.44 ( 94.24), Train Cla Loss 2.0900e+01 (2.0824e+01)
[2025-09-24 17:39:40,980] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [63.07692337036133, 54.9156494140625, 61.03190612792969, 60.27753829956055, 64.2094497680664, 70.23255920410156, 73.36860656738281, 77.22701263427734], Val Loss  [0.6662734939501835, 0.7037853796583334, 0.6718824584712322, 0.6703438621082206, 0.6397272002048522, 0.5993071234503458, 0.5730001159726277, 0.5894432369319872] || Best Acc@1:66.244
[2025-09-24 17:39:40,982] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [81.45057678222656, 68.86846923828125, 70.78240203857422, 64.7682113647461, 75.67567443847656, 73.08781433105469], Test Loss [0.5936810777490344, 0.6213455417593069, 0.6258823607836492, 0.6620684164249344, 0.6085644928184716, 0.6139909891839068]
[2025-09-24 17:39:41,368] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-24 17:41:42,684] [SEDG] [INFO] Epoch:57 || Train Acc@1  95.16 ( 94.30), Train Cla Loss 1.8669e+01 (2.0504e+01)
[2025-09-24 17:41:59,130] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [62.500003814697266, 54.74113082885742, 60.14935302734375, 60.10407638549805, 64.4636459350586, 70.11627960205078, 73.897705078125, 76.79597473144531], Val Loss  [0.6622958699862163, 0.6997748959057549, 0.6709886614918628, 0.6710439318692488, 0.6407054195745863, 0.6012060532736224, 0.5721939133939009, 0.5914143275940555] || Best Acc@1:66.244
[2025-09-24 17:41:59,131] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [81.89987182617188, 68.4089584350586, 70.5990219116211, 65.96026611328125, 74.54955291748047, 72.0963134765625], Test Loss [0.5940963482826145, 0.622823557177198, 0.6266492647471813, 0.6601814925275891, 0.6078450744216507, 0.6122387705038357]
[2025-09-24 17:41:59,541] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-24 17:43:53,170] [SEDG] [INFO] Epoch:58 || Train Acc@1  94.84 ( 94.20), Train Cla Loss 2.0773e+01 (2.0405e+01)
[2025-09-24 17:44:10,464] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [62.82051467895508, 54.50843811035156, 61.3713493347168, 60.10407638549805, 65.58209991455078, 71.10465240478516, 74.54438018798828, 77.65804290771484], Val Loss  [0.6613985718824924, 0.7030780443346313, 0.6669139118317593, 0.6677585151127289, 0.6366213394653755, 0.5948117486266202, 0.5603811868774687, 0.5835057517577862] || Best Acc@1:66.244
[2025-09-24 17:44:10,465] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [80.48780822753906, 68.29408264160156, 70.29340362548828, 64.23841094970703, 75.0750732421875, 72.94617462158203], Test Loss [0.5869642978914283, 0.617080508669788, 0.6213622814577191, 0.6561591985209888, 0.5979099284421217, 0.6062123586368291]
[2025-09-24 17:44:10,863] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-24 17:46:11,840] [SEDG] [INFO] Epoch:59 || Train Acc@1  94.06 ( 94.45), Train Cla Loss 1.8970e+01 (1.9851e+01)
[2025-09-24 17:46:24,848] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [63.333335876464844, 54.39208984375, 60.01357650756836, 59.15004348754883, 65.07371520996094, 70.8720932006836, 74.9559097290039, 77.65804290771484], Val Loss  [0.6566205192834903, 0.7012048893504672, 0.6687987506268224, 0.6678818049166168, 0.6366311110211437, 0.5962096954500953, 0.5638888895441545, 0.5836220287728584] || Best Acc@1:66.244
[2025-09-24 17:46:24,851] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [80.61618041992188, 68.5812759399414, 70.47677612304688, 65.56291198730469, 75.15015411376953, 71.67138671875], Test Loss [0.5855671611921778, 0.6140095100945128, 0.6193722673033736, 0.6543405474416467, 0.5968308464900868, 0.6024554454571127]
[2025-09-24 17:46:25,122] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-24 17:48:34,671] [SEDG] [INFO] Epoch:60 || Train Acc@1  94.53 ( 94.49), Train Cla Loss 1.9565e+01 (1.9552e+01)
[2025-09-24 17:48:47,033] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [61.9871826171875, 54.45026397705078, 61.50712585449219, 60.88465118408203, 66.2938461303711, 71.74418640136719, 75.24984741210938, 77.1551742553711], Val Loss  [0.6625431228906681, 0.7005585539542082, 0.6681205321556034, 0.6625872020192076, 0.6331248131874678, 0.5916371281756911, 0.5562572014605137, 0.5812813995898455] || Best Acc@1:66.244
[2025-09-24 17:48:47,033] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [79.78177642822266, 67.48995208740234, 68.88753509521484, 63.70861053466797, 74.0990982055664, 71.81302642822266], Test Loss [0.5851979252615698, 0.6175226552400145, 0.6193589524418335, 0.6618818465447583, 0.5977604782975113, 0.607141507414853]
[2025-09-24 17:48:47,265] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-24 17:50:50,909] [SEDG] [INFO] Epoch:61 || Train Acc@1  93.28 ( 94.45), Train Cla Loss 1.9992e+01 (1.9426e+01)
[2025-09-24 17:51:02,037] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [62.88461685180664, 55.090171813964844, 61.50712585449219, 59.49696731567383, 65.734619140625, 71.0465087890625, 76.42562866210938, 78.01724243164062], Val Loss  [0.658628322222294, 0.7003081724905843, 0.6669068736279002, 0.6646587812476642, 0.6326256416203955, 0.5909854997036069, 0.5531966328130338, 0.5760107862538305] || Best Acc@1:66.275
[2025-09-24 17:51:02,038] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [79.20410919189453, 66.57093811035156, 68.52078247070312, 65.03311157226562, 74.62462615966797, 72.94617462158203], Test Loss [0.5801381336403137, 0.6147537414264843, 0.6159884846589384, 0.6560423424701817, 0.5901498246837307, 0.6031631008423759]
[2025-09-24 17:51:02,266] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-24 17:53:05,260] [SEDG] [INFO] Epoch:62 || Train Acc@1  95.00 ( 94.53), Train Cla Loss 1.8008e+01 (1.9142e+01)
[2025-09-24 17:53:16,415] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [61.9871826171875, 54.857479095458984, 61.710792541503906, 60.71118927001953, 65.37874603271484, 71.68604278564453, 75.661376953125, 77.5862045288086], Val Loss  [0.6634386074848664, 0.7046562000510996, 0.6701578259549008, 0.6672486544999473, 0.6306259438781855, 0.5845865612806276, 0.5504884772760458, 0.5711822509765625] || Best Acc@1:66.275
[2025-09-24 17:53:16,415] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [81.32221221923828, 69.09822082519531, 70.47677612304688, 65.82781219482422, 75.60060119628906, 71.38809967041016], Test Loss [0.5727144610591051, 0.6091212693950625, 0.6119336641796643, 0.6591938614845276, 0.5884889675690247, 0.5997998157236462]
[2025-09-24 17:53:16,753] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-24 17:55:18,743] [SEDG] [INFO] Epoch:63 || Train Acc@1  94.69 ( 94.46), Train Cla Loss 1.8924e+01 (1.8988e+01)
[2025-09-24 17:55:29,598] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [62.88461685180664, 55.148345947265625, 61.235572814941406, 61.231571197509766, 65.07371520996094, 71.39534759521484, 75.1910629272461, 77.5862045288086], Val Loss  [0.6624674271314572, 0.7046686189683666, 0.6683618012368072, 0.6665649965134064, 0.6332012753106037, 0.5901910573937172, 0.5591903281940704, 0.5756105965581434] || Best Acc@1:66.275
[2025-09-24 17:55:29,599] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [82.4775390625, 69.09822082519531, 71.88264465332031, 65.69536590576172, 75.8258285522461, 71.52974700927734], Test Loss [0.5787786916376537, 0.6119879931981779, 0.6134898924885869, 0.6552753733483372, 0.5932863995477602, 0.601583064953261]
[2025-09-24 17:55:29,833] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-24 17:57:32,597] [SEDG] [INFO] Epoch:64 || Train Acc@1  94.38 ( 94.62), Train Cla Loss 2.0185e+01 (1.8609e+01)
[2025-09-24 17:57:43,356] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [62.62820816040039, 54.2757453918457, 60.76034927368164, 59.06331253051758, 66.39552307128906, 71.22093200683594, 75.89653015136719, 77.37068939208984], Val Loss  [0.6596328603915679, 0.7049619150134004, 0.6696982204064332, 0.6674671827040852, 0.6320986610169209, 0.5916473166887151, 0.5525305542015174, 0.576302507142911] || Best Acc@1:66.275
[2025-09-24 17:57:43,357] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [80.23107147216797, 66.28374481201172, 68.94866180419922, 66.22516632080078, 75.0, 72.23796081542969], Test Loss [0.5783452042719213, 0.6142491496615818, 0.6136910867282989, 0.6553605788590893, 0.5906627722330637, 0.6021669073077842]
[2025-09-24 17:57:43,596] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-24 17:59:46,752] [SEDG] [INFO] Epoch:65 || Train Acc@1  92.34 ( 94.53), Train Cla Loss 2.2063e+01 (1.8475e+01)
[2025-09-24 17:59:57,616] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [62.24359130859375, 54.74113082885742, 60.42090606689453, 60.1908073425293, 66.19216918945312, 71.97674560546875, 76.54320526123047, 78.6637954711914], Val Loss  [0.6577896277109782, 0.7010271825230073, 0.6660584037350864, 0.6639857058512678, 0.6325893588155795, 0.5900869760402413, 0.5571661697703905, 0.5736391105871091] || Best Acc@1:66.372
[2025-09-24 17:59:57,616] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [80.48780822753906, 67.60482788085938, 70.47677612304688, 66.09272003173828, 75.0, 72.0963134765625], Test Loss [0.5797403504514878, 0.6143844905493931, 0.6137876388204709, 0.6561699141729747, 0.5932525288951289, 0.6030216667875015]
[2025-09-24 17:59:57,847] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-24 18:02:01,443] [SEDG] [INFO] Epoch:66 || Train Acc@1  96.25 ( 94.64), Train Cla Loss 1.5727e+01 (1.8230e+01)
[2025-09-24 18:02:12,452] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [62.62820816040039, 54.9156494140625, 61.30345916748047, 60.62445831298828, 66.24300384521484, 71.97674560546875, 75.89653015136719, 78.59195709228516], Val Loss  [0.662862722384624, 0.7054642568916134, 0.668892422280017, 0.6660492026278586, 0.630649399321032, 0.5846911458081977, 0.5534937358617362, 0.5709115040713343] || Best Acc@1:66.523
[2025-09-24 18:02:12,452] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [80.42362213134766, 68.0643310546875, 70.72127532958984, 65.16556549072266, 74.47447967529297, 72.23796081542969], Test Loss [0.5759642779903632, 0.6116647801818278, 0.6115206758375564, 0.6559407238139222, 0.5888574492107999, 0.6014559236869595]
[2025-09-24 18:02:12,729] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-24 18:04:16,249] [SEDG] [INFO] Epoch:67 || Train Acc@1  91.56 ( 94.75), Train Cla Loss 2.2274e+01 (1.7878e+01)
[2025-09-24 18:04:27,093] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [62.05128479003906, 55.613731384277344, 61.09979248046875, 59.58369445800781, 67.1581039428711, 72.20930480957031, 76.3668441772461, 78.08908081054688], Val Loss  [0.6634287935036879, 0.703359951350216, 0.6693597267213033, 0.6649297690091708, 0.6278198907747448, 0.5868112494779187, 0.5474335852263605, 0.5712784658903363] || Best Acc@1:66.523
[2025-09-24 18:04:27,094] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [78.81900024414062, 66.3411865234375, 67.78729248046875, 65.56291198730469, 74.54955291748047, 71.52974700927734], Test Loss [0.575360532214002, 0.614013834529605, 0.6131965280453558, 0.6563159037899498, 0.5866873531012206, 0.5996434965484878]
[2025-09-24 18:04:27,407] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-24 18:06:30,785] [SEDG] [INFO] Epoch:68 || Train Acc@1  95.31 ( 94.67), Train Cla Loss 1.6745e+01 (1.7742e+01)
[2025-09-24 18:06:41,633] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [62.17948913574219, 54.68295669555664, 61.914459228515625, 61.49176025390625, 66.34468841552734, 72.3255844116211, 75.54379272460938, 78.37643432617188], Val Loss  [0.6612378710355514, 0.7038971641300861, 0.66588270781563, 0.66300214381189, 0.6303143292498818, 0.5904185447581979, 0.5550897886723648, 0.5769871439056835] || Best Acc@1:66.607
[2025-09-24 18:06:41,633] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [79.97432708740234, 68.35152435302734, 70.4156494140625, 65.96026611328125, 74.32432556152344, 72.0963134765625], Test Loss [0.5829760199639855, 0.6173872995965444, 0.6157572053755408, 0.6563522433603046, 0.5956971296319017, 0.6062753869183678]
[2025-09-24 18:06:41,862] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-24 18:08:45,593] [SEDG] [INFO] Epoch:69 || Train Acc@1  95.94 ( 94.75), Train Cla Loss 1.5844e+01 (1.7536e+01)
[2025-09-24 18:08:56,197] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [63.78205490112305, 54.74113082885742, 61.03190612792969, 60.62445831298828, 65.4295883178711, 72.73255920410156, 75.7789535522461, 78.73563385009766], Val Loss  [0.6604934504398933, 0.7136088011568545, 0.6699310716770169, 0.6700012156576668, 0.6289664576304522, 0.57775935211847, 0.5428117654346004, 0.5594044430502529] || Best Acc@1:66.607
[2025-09-24 18:08:56,197] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [80.55199432373047, 68.29408264160156, 71.33251953125, 66.75496673583984, 75.60060119628906, 72.0963134765625], Test Loss [0.5634354447063646, 0.6038966588355015, 0.6000089791847033, 0.651905163550219, 0.5748477696298478, 0.5909839554481399]
[2025-09-24 18:08:56,464] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-24 18:10:59,208] [SEDG] [INFO] Epoch:70 || Train Acc@1  95.62 ( 94.88), Train Cla Loss 1.5011e+01 (1.7273e+01)
[2025-09-24 18:11:10,119] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [62.17948913574219, 54.21757125854492, 62.118125915527344, 60.45100021362305, 65.48042297363281, 72.3255844116211, 76.3668441772461, 79.2385025024414], Val Loss  [0.6631533790857363, 0.7118522265818731, 0.6693528852572833, 0.6660000717029919, 0.628190803449046, 0.5771102941313455, 0.5391247154403476, 0.5585048993428549] || Best Acc@1:66.607
[2025-09-24 18:11:10,120] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [80.23107147216797, 68.4089584350586, 70.17115020751953, 65.96026611328125, 76.12612915039062, 72.80453491210938], Test Loss [0.5606924254872833, 0.6036914265203722, 0.600751344615498, 0.651200231416336, 0.5731446979282139, 0.5898576816148191]
[2025-09-24 18:11:10,383] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-24 18:13:12,170] [SEDG] [INFO] Epoch:71 || Train Acc@1  95.00 ( 94.72), Train Cla Loss 1.6905e+01 (1.7235e+01)
[2025-09-24 18:13:22,440] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [61.02564239501953, 53.98487854003906, 60.8961296081543, 60.45100021362305, 66.09049224853516, 71.74418640136719, 77.07231140136719, 78.8074722290039], Val Loss  [0.6654203320160891, 0.7099358582649209, 0.6689682097477081, 0.6617279982732258, 0.627002948210454, 0.5840125533037408, 0.5430176025064885, 0.5684460182299559] || Best Acc@1:66.607
[2025-09-24 18:13:22,441] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [77.3427505493164, 64.84778594970703, 67.54279327392578, 63.70861053466797, 73.34835052490234, 69.26345825195312], Test Loss [0.577648158863053, 0.6167410630593692, 0.6123385725219559, 0.6586997379530345, 0.5877602118271608, 0.6058322765334132]
[2025-09-24 18:13:22,755] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-24 18:15:22,893] [SEDG] [INFO] Epoch:72 || Train Acc@1  93.44 ( 94.76), Train Cla Loss 1.9525e+01 (1.7087e+01)
[2025-09-24 18:15:33,568] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [63.141029357910156, 54.566612243652344, 62.118125915527344, 59.75715637207031, 65.88713836669922, 72.73255920410156, 76.42562866210938, 78.52011108398438], Val Loss  [0.6607645490230658, 0.7106608825412304, 0.6717039027427705, 0.6703664176069128, 0.6278661498274365, 0.575121209787768, 0.5375372041925691, 0.5578204311173538] || Best Acc@1:66.644
[2025-09-24 18:15:33,568] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [79.97432708740234, 68.00689697265625, 70.35452270507812, 66.88742065429688, 75.52552795410156, 71.67138671875], Test Loss [0.5626325508213778, 0.6028099187073661, 0.6009579687071895, 0.6511970162391663, 0.5744864982706649, 0.5901510993245641]
[2025-09-24 18:15:33,793] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-24 18:17:34,593] [SEDG] [INFO] Epoch:73 || Train Acc@1  95.31 ( 94.85), Train Cla Loss 1.6528e+01 (1.6846e+01)
[2025-09-24 18:17:44,768] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [64.10256958007812, 56.31181335449219, 61.50712585449219, 60.88465118408203, 65.27706909179688, 71.56977081298828, 74.25043487548828, 78.6637954711914], Val Loss  [0.6599428186049828, 0.7106586088268753, 0.6675938379376095, 0.6702168971067496, 0.6276239495805878, 0.5732301379359046, 0.5451848299835514, 0.5552658308511493] || Best Acc@1:66.644
[2025-09-24 18:17:44,769] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [82.34916687011719, 70.76393127441406, 72.79951477050781, 68.34437561035156, 77.62763214111328, 73.22946166992188], Test Loss [0.5570219654173845, 0.5956552558284871, 0.5977740743923887, 0.6425766494889923, 0.5746772081644328, 0.5880947411060333]
[2025-09-24 18:17:44,997] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-24 18:19:48,364] [SEDG] [INFO] Epoch:74 || Train Acc@1  94.22 ( 95.02), Train Cla Loss 1.7075e+01 (1.6366e+01)
[2025-09-24 18:19:59,391] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [63.91025924682617, 55.8464241027832, 60.82823944091797, 60.62445831298828, 66.44636535644531, 72.55813598632812, 76.66078186035156, 79.02298736572266], Val Loss  [0.6554462096629998, 0.7112684144468902, 0.6675234973956676, 0.6689478943168031, 0.6242243702422561, 0.5728783382925876, 0.5363675534970476, 0.553501736843723] || Best Acc@1:66.987
[2025-09-24 18:19:59,391] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [81.45057678222656, 68.86846923828125, 73.04401397705078, 66.88742065429688, 76.05105590820312, 74.0793228149414], Test Loss [0.5567457638441827, 0.5981908646689825, 0.5971479036988723, 0.6476758967172231, 0.5729607945089942, 0.5860954796626278]
[2025-09-24 18:19:59,627] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-24 18:22:02,919] [SEDG] [INFO] Epoch:75 || Train Acc@1  95.78 ( 95.02), Train Cla Loss 1.4785e+01 (1.6244e+01)
[2025-09-24 18:22:13,252] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [63.589744567871094, 55.78824996948242, 62.593345642089844, 62.098873138427734, 65.78545379638672, 71.68604278564453, 75.073486328125, 78.44827270507812], Val Loss  [0.6582026845369584, 0.7132511493978007, 0.6664529174100924, 0.6698347160532903, 0.625309857397317, 0.5708305630573006, 0.5400603082795342, 0.5502305092482731] || Best Acc@1:66.987
[2025-09-24 18:22:13,253] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [83.0551986694336, 70.13211059570312, 73.10514068603516, 67.41722106933594, 76.65165710449219, 72.52124786376953], Test Loss [0.5506083924748931, 0.5934608177779941, 0.5911196066581241, 0.6451399513427785, 0.569470401282783, 0.5839364314214366]
[2025-09-24 18:22:13,547] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-24 18:24:17,563] [SEDG] [INFO] Epoch:76 || Train Acc@1  96.09 ( 94.93), Train Cla Loss 1.5353e+01 (1.6243e+01)
[2025-09-24 18:24:27,917] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [64.74359130859375, 57.533451080322266, 61.43923568725586, 60.71118927001953, 64.41281127929688, 71.68604278564453, 72.78071594238281, 78.23275756835938], Val Loss  [0.6679711057589605, 0.7188332767733451, 0.6768343060885007, 0.6806969588359129, 0.6345547215551911, 0.5721549458281938, 0.5485706291151075, 0.5506879817480328] || Best Acc@1:66.987
[2025-09-24 18:24:27,917] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [83.76123809814453, 71.16600036621094, 74.02201080322266, 67.2847671508789, 77.25225067138672, 74.64588928222656], Test Loss [0.5529810317214554, 0.5926821396174203, 0.5944161674504175, 0.6442863825930665, 0.5769478070127355, 0.586204342734037]
[2025-09-24 18:24:28,215] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-24 18:26:31,970] [SEDG] [INFO] Epoch:77 || Train Acc@1  95.62 ( 95.05), Train Cla Loss 1.5150e+01 (1.5975e+01)
[2025-09-24 18:26:42,371] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [64.03845977783203, 56.777198791503906, 61.64290237426758, 63.22636795043945, 65.27706909179688, 72.38372039794922, 74.3680191040039, 78.16091918945312], Val Loss  [0.6561568770653162, 0.7114144072344027, 0.6654633646988982, 0.6666741483850471, 0.6257945911861278, 0.5706021563951359, 0.5413145406466242, 0.5521703129527212] || Best Acc@1:66.987
[2025-09-24 18:26:42,372] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [83.5044937133789, 70.82136535644531, 74.26651000976562, 68.6092758178711, 77.25225067138672, 73.93767547607422], Test Loss [0.5499934679583499, 0.5927371660708559, 0.5917642247705995, 0.6427083193071631, 0.5679415135054259, 0.5796583071139987]
[2025-09-24 18:26:42,675] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-24 18:28:46,362] [SEDG] [INFO] Epoch:78 || Train Acc@1  95.00 ( 95.06), Train Cla Loss 1.6224e+01 (1.5766e+01)
[2025-09-24 18:28:56,861] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [63.91025924682617, 56.31181335449219, 61.98234558105469, 59.58369445800781, 64.71784210205078, 72.3255844116211, 74.6031723022461, 79.31034088134766], Val Loss  [0.6568620049036467, 0.7140432626719805, 0.6699824914265391, 0.6753754412104332, 0.6278331078244274, 0.5690795962200609, 0.5403744524398458, 0.5488457854451805] || Best Acc@1:66.987
[2025-09-24 18:28:56,861] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [82.99102020263672, 70.47673797607422, 74.32762908935547, 69.13907623291016, 77.70270538330078, 74.5042495727539], Test Loss [0.5496777796469848, 0.5921984649745299, 0.5887573638288782, 0.6371537259872386, 0.5674842402741715, 0.5805193226330678]
[2025-09-24 18:28:57,185] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-24 18:30:59,619] [SEDG] [INFO] Epoch:79 || Train Acc@1  95.47 ( 95.24), Train Cla Loss 1.4058e+01 (1.5442e+01)
[2025-09-24 18:31:09,933] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [62.62820816040039, 55.20651626586914, 60.08146286010742, 59.41023635864258, 65.734619140625, 71.97674560546875, 76.13168334960938, 79.74137878417969], Val Loss  [0.6660916814437279, 0.7228781925238031, 0.6795570399594485, 0.6786695832236374, 0.6270052970637509, 0.5697821242864742, 0.5363622421310061, 0.546732100262039] || Best Acc@1:66.987
[2025-09-24 18:31:09,933] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [81.12965393066406, 69.15565490722656, 73.04401397705078, 68.21192169189453, 76.35135650634766, 74.22096252441406], Test Loss [0.552073031243066, 0.5959055612718559, 0.5927385658681539, 0.6446877866391315, 0.5718750343308434, 0.5859386490357159]
[2025-09-24 18:31:10,208] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-24 18:33:13,388] [SEDG] [INFO] Epoch:80 || Train Acc@1  94.84 ( 95.27), Train Cla Loss 1.5218e+01 (1.5269e+01)
[2025-09-24 18:33:23,783] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [62.88461685180664, 55.439212799072266, 61.43923568725586, 60.79792022705078, 66.19216918945312, 72.5, 76.42562866210938, 79.45402526855469], Val Loss  [0.6610528355989701, 0.7171622284142481, 0.6726128371977433, 0.6697874114705704, 0.6225809916422097, 0.5691691018814264, 0.5351183262031125, 0.5475523146404617] || Best Acc@1:66.987
[2025-09-24 18:33:23,783] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [80.93710327148438, 68.00689697265625, 72.00489044189453, 67.68212127685547, 77.02703094482422, 72.37960052490234], Test Loss [0.5542471684295498, 0.5989077688975282, 0.5938021326414822, 0.6445260339225365, 0.5686852467489673, 0.5858426685036073]
[2025-09-24 18:33:24,092] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-24 18:35:27,181] [SEDG] [INFO] Epoch:81 || Train Acc@1  94.06 ( 95.24), Train Cla Loss 1.5796e+01 (1.5207e+01)
[2025-09-24 18:35:38,069] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [64.4871826171875, 56.428157806396484, 61.98234558105469, 61.751953125, 65.37874603271484, 72.20930480957031, 75.30863952636719, 80.17241668701172], Val Loss  [0.6601888671899453, 0.7205997424600012, 0.6720530309607524, 0.673129072834488, 0.6244063261322522, 0.5640262508115103, 0.5278259231930688, 0.5393286813264606] || Best Acc@1:67.215
[2025-09-24 18:35:38,069] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [82.5417251586914, 70.41930389404297, 73.96088409423828, 68.34437561035156, 77.62763214111328, 73.65438842773438], Test Loss [0.5400124892343758, 0.5879736903205403, 0.583679688297449, 0.6432923763003571, 0.5584058591553399, 0.5779217545776799]
[2025-09-24 18:35:38,298] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-24 18:37:39,238] [SEDG] [INFO] Epoch:82 || Train Acc@1  95.94 ( 95.21), Train Cla Loss 1.4102e+01 (1.5181e+01)
[2025-09-24 18:37:49,463] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [63.333335876464844, 55.381038665771484, 62.389678955078125, 61.5784912109375, 67.0055923461914, 73.19767761230469, 76.83715057373047, 80.10057067871094], Val Loss  [0.6610540701792791, 0.7203343317493441, 0.672145358575742, 0.6705224231234449, 0.62020813714264, 0.5630258374435957, 0.5219212511159055, 0.5357389525435436] || Best Acc@1:67.478
[2025-09-24 18:37:49,463] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [81.25802612304688, 69.38541412353516, 73.65525817871094, 67.947021484375, 77.10210418701172, 72.66288757324219], Test Loss [0.5395806639889238, 0.5875036187174675, 0.5827317030913672, 0.6405886031933967, 0.555413543193548, 0.5764787118597003]
[2025-09-24 18:37:49,696] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-24 18:39:46,156] [SEDG] [INFO] Epoch:83 || Train Acc@1  96.25 ( 95.16), Train Cla Loss 1.4767e+01 (1.5065e+01)
[2025-09-24 18:39:56,122] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [63.20513153076172, 55.55555725097656, 61.914459228515625, 62.53252410888672, 65.83629608154297, 72.38372039794922, 75.83773803710938, 79.95689392089844], Val Loss  [0.6617096326290033, 0.7241122484068457, 0.6736588063324218, 0.6732662584299847, 0.6212811596998419, 0.5623993172202, 0.5305587477644775, 0.5393756449907675] || Best Acc@1:67.478
[2025-09-24 18:39:56,123] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [81.83568572998047, 69.73004150390625, 73.166259765625, 68.47682189941406, 76.05105590820312, 71.81302642822266], Test Loss [0.5433962534878771, 0.5910001169806716, 0.5848460681281055, 0.646052179194444, 0.5601115752984812, 0.5809995040677425]
[2025-09-24 18:39:56,423] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-24 18:41:50,234] [SEDG] [INFO] Epoch:84 || Train Acc@1  95.16 ( 95.29), Train Cla Loss 1.4102e+01 (1.4846e+01)
[2025-09-24 18:41:59,989] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [63.52564239501953, 56.54450607299805, 61.77867889404297, 62.012142181396484, 65.58209991455078, 72.96511840820312, 74.8971176147461, 79.52586364746094], Val Loss  [0.6659124618921525, 0.7183000591690281, 0.6738379736862778, 0.674677455725095, 0.6241534102914535, 0.564144047193749, 0.5342955491354997, 0.5407985500220595] || Best Acc@1:67.478
[2025-09-24 18:41:59,989] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [83.0551986694336, 71.0511245727539, 75.0, 68.34437561035156, 77.10210418701172, 74.0793228149414], Test Loss [0.5439561754656389, 0.5866802372102556, 0.5830375815953486, 0.6370746258868287, 0.5637516904700626, 0.5765506275652488]
[2025-09-24 18:42:00,222] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-24 18:43:51,105] [SEDG] [INFO] Epoch:85 || Train Acc@1  96.25 ( 95.30), Train Cla Loss 1.3136e+01 (1.4593e+01)
[2025-09-24 18:44:00,667] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [64.74359130859375, 56.719024658203125, 61.09979248046875, 61.751953125, 65.07371520996094, 72.55813598632812, 74.25043487548828, 78.73563385009766], Val Loss  [0.6657247955982502, 0.7293830794467006, 0.6809660613091721, 0.6827944585890328, 0.6251714649573764, 0.5584983637166577, 0.5322637291672229, 0.5319961357390743] || Best Acc@1:67.478
[2025-09-24 18:44:00,667] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [83.24775695800781, 71.7403793334961, 75.48899841308594, 69.00662231445312, 77.10210418701172, 74.22096252441406], Test Loss [0.5337012493564474, 0.5813537417370174, 0.5760278608513345, 0.6421046288597663, 0.5550322482535789, 0.5736310950588572]
[2025-09-24 18:44:00,892] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-24 18:45:45,359] [SEDG] [INFO] Epoch:86 || Train Acc@1  94.06 ( 95.37), Train Cla Loss 1.6471e+01 (1.4480e+01)
[2025-09-24 18:45:54,886] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [63.91025924682617, 57.12623977661133, 62.661231994628906, 62.9661750793457, 64.4636459350586, 72.61627960205078, 73.7801284790039, 78.44827270507812], Val Loss  [0.6621664670797495, 0.7288209597269694, 0.6740618683574804, 0.6798059472495953, 0.626129230025097, 0.5561458457347959, 0.5304257550847874, 0.5344579500713568] || Best Acc@1:67.478
[2025-09-24 18:45:54,887] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [83.24775695800781, 72.08500671386719, 76.16136932373047, 69.13907623291016, 78.15315246582031, 74.36260223388672], Test Loss [0.529990324466005, 0.5792926657069764, 0.5733037777518294, 0.6353504427221437, 0.5539229721636385, 0.5685143278273239]
[2025-09-24 18:45:55,166] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-24 18:47:36,913] [SEDG] [INFO] Epoch:87 || Train Acc@1  96.56 ( 95.39), Train Cla Loss 1.2418e+01 (1.4359e+01)
[2025-09-24 18:47:46,422] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [63.589744567871094, 56.89354705810547, 62.79701232910156, 62.272335052490234, 65.37874603271484, 73.13953399658203, 74.485595703125, 79.0948257446289], Val Loss  [0.6649840281559871, 0.7251478963774813, 0.6703069015821469, 0.6771806927215298, 0.6224780354514362, 0.5539772491122401, 0.5310221917134463, 0.5324564178784689] || Best Acc@1:67.478
[2025-09-24 18:47:46,423] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [83.119384765625, 71.395751953125, 75.30562591552734, 68.87417602539062, 77.25225067138672, 73.93767547607422], Test Loss [0.5336282510353451, 0.5808472159537414, 0.5774916935083627, 0.6327593227095951, 0.5555419895026061, 0.5714166885394888]
[2025-09-24 18:47:46,746] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-24 18:49:29,555] [SEDG] [INFO] Epoch:88 || Train Acc@1  94.22 ( 95.46), Train Cla Loss 1.5042e+01 (1.4154e+01)
[2025-09-24 18:49:39,026] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [63.26923370361328, 56.3699836730957, 61.8465690612793, 62.098873138427734, 65.48042297363281, 73.3720932006836, 74.779541015625, 80.38793182373047], Val Loss  [0.6659891904928745, 0.7238352435698961, 0.675696778058682, 0.6714436449595151, 0.621758684659889, 0.558811266200487, 0.5306889439666362, 0.5360500230186287] || Best Acc@1:67.478
[2025-09-24 18:49:39,026] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [83.0551986694336, 71.0511245727539, 74.69438171386719, 68.47682189941406, 77.70270538330078, 73.37110137939453], Test Loss [0.5365833115593001, 0.5863545474343297, 0.5800477620441931, 0.6401983955048567, 0.559128833694143, 0.5795369333991248]
[2025-09-24 18:49:39,297] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-24 18:51:20,595] [SEDG] [INFO] Epoch:89 || Train Acc@1  95.47 ( 95.46), Train Cla Loss 1.3211e+01 (1.3980e+01)
[2025-09-24 18:51:30,048] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [64.29487609863281, 55.49738311767578, 61.575016021728516, 61.83868408203125, 65.83629608154297, 73.31394958496094, 75.60258483886719, 79.88505554199219], Val Loss  [0.6652875319505349, 0.7304157780796515, 0.67978051294701, 0.6788043646014263, 0.6228597267787954, 0.5550041187641233, 0.5154725322998109, 0.5268869567876575] || Best Acc@1:67.478
[2025-09-24 18:51:30,048] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [81.83568572998047, 69.61516571044922, 73.71638488769531, 68.0794677734375, 77.40240478515625, 72.0963134765625], Test Loss [0.5284062255178704, 0.5833384109118559, 0.576065918052692, 0.6418667018018811, 0.5434711301648939, 0.5696898894674717]
[2025-09-24 18:51:30,373] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-24 18:53:13,398] [SEDG] [INFO] Epoch:90 || Train Acc@1  95.00 ( 95.58), Train Cla Loss 1.4071e+01 (1.3794e+01)
[2025-09-24 18:53:21,887] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [62.69231033325195, 56.660850524902344, 62.729122161865234, 62.012142181396484, 65.02287292480469, 72.55813598632812, 73.897705078125, 79.02298736572266], Val Loss  [0.6662209648352403, 0.7271282570940454, 0.6747170377570759, 0.675610904371025, 0.6238656086429583, 0.557996545558752, 0.5302652180159814, 0.5329353710015615] || Best Acc@1:67.478
[2025-09-24 18:53:21,888] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [83.69705200195312, 70.93624114990234, 74.93888092041016, 68.6092758178711, 77.32733154296875, 73.93767547607422], Test Loss [0.5335060212670303, 0.5863547923919594, 0.5770444209826313, 0.6320223704079129, 0.5579426800524508, 0.5731455562134978]
[2025-09-24 18:53:22,143] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-24 18:55:08,543] [SEDG] [INFO] Epoch:91 || Train Acc@1  95.62 ( 95.48), Train Cla Loss 1.4442e+01 (1.3729e+01)
[2025-09-24 18:55:15,600] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [63.84615707397461, 57.59162521362305, 62.593345642089844, 63.48655700683594, 65.07371520996094, 72.55813598632812, 74.0152816772461, 78.73563385009766], Val Loss  [0.6659794807434082, 0.7285514144165146, 0.6754647449255798, 0.681481866813802, 0.6239635440742054, 0.5505766267000243, 0.5294538040079838, 0.5240707541334217] || Best Acc@1:67.478
[2025-09-24 18:55:15,600] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [83.95378875732422, 73.34864807128906, 76.10025024414062, 69.13907623291016, 78.22823333740234, 73.93767547607422], Test Loss [0.5224163148920404, 0.5759760062630186, 0.5691637637271275, 0.6350043469706907, 0.5510667283255775, 0.5684344537197361]
[2025-09-24 18:55:15,827] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-24 18:57:05,392] [SEDG] [INFO] Epoch:92 || Train Acc@1  95.31 ( 95.48), Train Cla Loss 1.4802e+01 (1.3770e+01)
[2025-09-24 18:57:12,449] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [62.56410598754883, 55.904598236083984, 61.98234558105469, 61.925411224365234, 66.44636535644531, 74.06977081298828, 75.95531463623047, 80.17241668701172], Val Loss  [0.6676263176477872, 0.7308583825462568, 0.6787069128410231, 0.6784430573478741, 0.6188868087260445, 0.5540406168893326, 0.5247347797981645, 0.5310212592968996] || Best Acc@1:67.478
[2025-09-24 18:57:12,449] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [82.0924301147461, 70.24698638916016, 73.28851318359375, 69.40397644042969, 77.32733154296875, 73.65438842773438], Test Loss [0.5357183020595409, 0.5864745443884769, 0.5783309706265886, 0.6374432930093727, 0.5533393265248777, 0.5745070112325652]
[2025-09-24 18:57:12,766] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-24 18:58:59,439] [SEDG] [INFO] Epoch:93 || Train Acc@1  96.56 ( 95.59), Train Cla Loss 1.1439e+01 (1.3514e+01)
[2025-09-24 18:59:07,853] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [63.84615707397461, 56.428157806396484, 61.710792541503906, 59.32350540161133, 65.48042297363281, 74.06977081298828, 75.72016143798828, 80.45977020263672], Val Loss  [0.6699837320890182, 0.7409830820498042, 0.6859712930900744, 0.6936218322667472, 0.6251084764232839, 0.548583988672079, 0.5213120812391407, 0.5191381621634823] || Best Acc@1:67.478
[2025-09-24 18:59:07,853] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [82.8626480102539, 70.41930389404297, 73.83863067626953, 68.47682189941406, 77.25225067138672, 73.93767547607422], Test Loss [0.5207980952305726, 0.5755105842673046, 0.5700724474666754, 0.6327791651353142, 0.5439777046710521, 0.5686007489901427]
[2025-09-24 18:59:08,159] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-24 19:00:52,177] [SEDG] [INFO] Epoch:94 || Train Acc@1  95.78 ( 95.70), Train Cla Loss 1.4068e+01 (1.3264e+01)
[2025-09-24 19:01:01,745] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [63.78205490112305, 56.951717376708984, 61.710792541503906, 62.185604095458984, 65.37874603271484, 74.1279067993164, 74.83832550048828, 79.66954040527344], Val Loss  [0.6697103827427595, 0.7321395020002262, 0.6789684481387711, 0.6787618420895347, 0.6206069269274841, 0.5501631567644518, 0.5241889608109579, 0.5253868007111824] || Best Acc@1:67.478
[2025-09-24 19:01:01,745] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [82.92683410644531, 71.56806182861328, 74.57212829589844, 69.53642272949219, 77.17717742919922, 73.79603576660156], Test Loss [0.5263022778122967, 0.5786202562601658, 0.5723593135917682, 0.6342840696012737, 0.552582150017535, 0.5750520597436273]
[2025-09-24 19:01:01,988] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-24 19:02:43,622] [SEDG] [INFO] Epoch:95 || Train Acc@1  95.47 ( 95.55), Train Cla Loss 1.3428e+01 (1.3400e+01)
[2025-09-24 19:02:53,429] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [63.653846740722656, 56.3699836730957, 61.98234558105469, 61.751953125, 66.09049224853516, 73.77906799316406, 76.30805206298828, 80.962646484375], Val Loss  [0.6697438347033965, 0.7404430175396229, 0.6850451526598144, 0.6881972717416875, 0.6211980700674673, 0.5461592871089315, 0.5176604957457223, 0.5170494112475165] || Best Acc@1:67.612
[2025-09-24 19:02:53,430] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [81.83568572998047, 70.59161376953125, 74.32762908935547, 68.21192169189453, 78.67868041992188, 73.22946166992188], Test Loss [0.523611504589333, 0.5755592891020996, 0.5691419513417922, 0.6363306132373431, 0.539726397117695, 0.5692180379929691]
[2025-09-24 19:02:53,662] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-24 19:04:37,074] [SEDG] [INFO] Epoch:96 || Train Acc@1  95.78 ( 95.69), Train Cla Loss 1.4429e+01 (1.3156e+01)
[2025-09-24 19:04:46,604] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [63.84615707397461, 56.719024658203125, 61.8465690612793, 61.231571197509766, 65.32791137695312, 73.43022918701172, 74.8971176147461, 79.2385025024414], Val Loss  [0.6698103382037236, 0.7452785395965665, 0.6904127568674184, 0.6941087693622189, 0.6266628485618052, 0.5472268545350363, 0.5226217495701301, 0.5195185494148868] || Best Acc@1:67.612
[2025-09-24 19:04:46,605] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [83.119384765625, 72.6019515991211, 75.97799682617188, 70.19867706298828, 78.60360717773438, 75.4957504272461], Test Loss [0.5169022458967716, 0.5690090150616759, 0.5639052305798659, 0.6304381721856578, 0.5397925187159587, 0.561464126319453]
[2025-09-24 19:04:46,903] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-24 19:06:30,371] [SEDG] [INFO] Epoch:97 || Train Acc@1  95.47 ( 95.78), Train Cla Loss 1.4075e+01 (1.2980e+01)
[2025-09-24 19:06:39,782] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [63.84615707397461, 57.242584228515625, 62.253902435302734, 62.098873138427734, 65.12454986572266, 73.19767761230469, 73.015869140625, 78.8074722290039], Val Loss  [0.6764644252948272, 0.7456009668829553, 0.6871667364302413, 0.6935648469436924, 0.6287097653036016, 0.5459252120450485, 0.5318243565768231, 0.5209305282981916] || Best Acc@1:67.612
[2025-09-24 19:06:39,782] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [84.40308380126953, 73.34864807128906, 75.4278793334961, 69.13907623291016, 77.85285186767578, 75.3541030883789], Test Loss [0.5146797794815205, 0.570001914746319, 0.5612220360480777, 0.6405608740073956, 0.5450612467688483, 0.5653411371174345]
[2025-09-24 19:06:40,084] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-24 19:08:21,900] [SEDG] [INFO] Epoch:98 || Train Acc@1  93.91 ( 95.69), Train Cla Loss 1.5484e+01 (1.2993e+01)
[2025-09-24 19:08:31,672] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [64.03845977783203, 57.766143798828125, 62.186012268066406, 61.83868408203125, 65.734619140625, 73.43022918701172, 74.9559097290039, 80.60344696044922], Val Loss  [0.6721428189522181, 0.7440047430534429, 0.6877672990325027, 0.6926066560633577, 0.6235366945467931, 0.54727488506672, 0.5209337421405462, 0.5125424601565832] || Best Acc@1:67.612
[2025-09-24 19:08:31,672] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [82.99102020263672, 72.48707580566406, 76.03912353515625, 70.06622314453125, 78.37837982177734, 75.0708236694336], Test Loss [0.5147633671913587, 0.5684161004768166, 0.562346322976581, 0.6326761976772586, 0.5413234854961658, 0.5612386980914529]
[2025-09-24 19:08:31,900] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-24 19:10:15,134] [SEDG] [INFO] Epoch:99 || Train Acc@1  95.78 ( 95.68), Train Cla Loss 1.2584e+01 (1.2908e+01)
[2025-09-24 19:10:24,641] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [63.52564239501953, 56.951717376708984, 60.82823944091797, 61.83868408203125, 66.09049224853516, 73.89534759521484, 75.1910629272461, 80.53160858154297], Val Loss  [0.6698213537534078, 0.7314590136626212, 0.684210764076017, 0.6826460287814955, 0.6187466994026438, 0.5536302574845248, 0.5236782233621148, 0.5252052730527418] || Best Acc@1:67.612
[2025-09-24 19:10:24,641] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [82.34916687011719, 70.41930389404297, 75.0, 69.40397644042969, 77.55255126953125, 73.51274871826172], Test Loss [0.5320183283557328, 0.5861471115276089, 0.5750236648219139, 0.638705594571221, 0.5528280877315246, 0.5747630194293879]
[2025-09-24 19:10:24,887] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 19:10:34,931] [SEDG] [INFO] Val  Acc@1: [63.52564239501953, 56.07911682128906, 62.3217887878418, 61.751953125, 66.0396499633789, 74.06977081298828, 76.24925994873047, 80.45977020263672], Val Loss  [0.6691208200576978, 0.7412850978486825, 0.6859465666717198, 0.6903636253665865, 0.6194952257284368, 0.545188211978868, 0.5148927586208996, 0.5187686996898432]
[2025-09-24 19:10:34,932] [SEDG] [INFO] Test  Acc@1: [82.4133529663086, 70.41930389404297, 74.14425659179688, 68.21192169189453, 77.77777862548828, 72.94617462158203], Test Loss [0.5238053384733139, 0.5756573125180809, 0.5691720522703343, 0.6343581982795766, 0.5430145470408706, 0.5663383711161086]
[2025-09-24 19:10:34,932] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 19:10:34,949] [SEDG] [INFO] Val  Mean&Var: [(63.477894, 1.075356), (56.058773, 1.3540914), (63.098404, 1.569595), (62.75338, 1.949453), (65.93078, 0.9784947), (74.112656, 0.8941996), (76.62037, 1.10027), (80.39773, 1.1201057)]
[2025-09-24 19:10:34,949] [SEDG] [INFO] Test  Mean&Var: [(82.43854, 0.89419913), (70.48951, 1.1557975), (73.73798, 1.1057026), (68.30455, 1.7614516), (77.8869, 1.1978847), (74.04891, 1.7967153)]
