[2025-09-18 20:04:43,044] [SEDG] [INFO] 
[2025-09-18 20:04:43,045] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-18 20:08:46,678] [SEDG] [INFO] Epoch:0 || Train Acc@1  60.00 ( 54.75), Train Cla Loss 1.8529e+02 (3.7849e+02)
[2025-09-18 20:09:03,458] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [70.64128112792969, 70.44087982177734, 69.33867645263672, 72.01605224609375, 73.52056121826172], Val Loss  [0.5866102547588233, 0.59453994023776, 0.6314000303974611, 0.5695138744030936, 0.6232410831939253] || Best Acc@1:71.191
[2025-09-18 20:09:03,458] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [71.51454162597656, 71.21363830566406, 70.81243896484375, 69.7091293334961, 72.8184585571289, 73.92176818847656, 72.11634826660156, 71.11334228515625, 70.51153564453125, 69.4082260131836], Test Loss [0.6313034727078384, 0.5758556770824023, 0.579470323703234, 0.6202972202805602, 0.5588584522545756, 0.627360555688022, 0.6241229502941924, 0.5800300343942977, 0.5832410133112158, 0.6224654401197596]
[2025-09-18 20:09:03,477] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-18 20:13:10,786] [SEDG] [INFO] Epoch:1 || Train Acc@1  64.44 ( 64.39), Train Cla Loss 1.6026e+02 (1.6654e+02)
[2025-09-18 20:13:25,122] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [69.83968353271484, 68.73747253417969, 66.83367156982422, 82.54764556884766, 75.72718048095703], Val Loss  [0.6359789049577618, 0.6453975069976761, 0.6898512840270996, 0.441554031885017, 0.5765380258545832] || Best Acc@1:72.737
[2025-09-18 20:13:25,122] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [70.4112319946289, 70.21063232421875, 69.90972900390625, 66.39920043945312, 83.04914855957031, 75.72718048095703, 70.21063232421875, 70.21063232421875, 69.4082260131836, 66.80039978027344], Test Loss [0.658715769185226, 0.6262773183308011, 0.6352277284519842, 0.6871513107356241, 0.433391531049428, 0.574664646608301, 0.6495446698476701, 0.6278660432505632, 0.6372455567749238, 0.6877320677251252]
[2025-09-18 20:13:25,149] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-18 20:17:33,720] [SEDG] [INFO] Epoch:2 || Train Acc@1  66.67 ( 66.51), Train Cla Loss 1.4774e+02 (1.5058e+02)
[2025-09-18 20:17:41,086] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [69.53907775878906, 68.83767700195312, 65.43086242675781, 83.14945220947266, 75.82748413085938], Val Loss  [0.6075497700241143, 0.6137669269809264, 0.6644425105475232, 0.4485526219413895, 0.5789284344422542] || Best Acc@1:72.737
[2025-09-18 20:17:41,088] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [70.3109359741211, 70.1103286743164, 69.30792236328125, 65.39618682861328, 83.85155487060547, 75.92778015136719, 70.0100326538086, 69.90972900390625, 68.90672302246094, 66.09829711914062], Test Loss [0.646081065073415, 0.5964046934901651, 0.603359267130539, 0.6612353969959461, 0.44084851104493367, 0.5755592717928298, 0.6358044346572165, 0.5985217504838525, 0.6061434186808204, 0.6609080632328389]
[2025-09-18 20:17:41,118] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-18 20:22:10,449] [SEDG] [INFO] Epoch:3 || Train Acc@1  64.86 ( 67.04), Train Cla Loss 1.5071e+02 (1.4603e+02)
[2025-09-18 20:22:18,940] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [69.7394790649414, 68.83767700195312, 66.63327026367188, 82.54764556884766, 75.72718048095703], Val Loss  [0.5841645857614124, 0.5901908514972679, 0.6413027947555802, 0.45556800098811373, 0.5827531245730466] || Best Acc@1:72.737
[2025-09-18 20:22:18,940] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [70.4112319946289, 70.21063232421875, 70.0100326538086, 66.29889678955078, 83.24974822998047, 75.82748413085938, 70.21063232421875, 70.0100326538086, 69.30792236328125, 66.70010375976562], Test Loss [0.63566118807587, 0.5745585080434231, 0.5808814078001464, 0.6377276768655691, 0.44855723299138406, 0.5808924070990074, 0.6254676917610819, 0.5780800894844377, 0.5841683722068458, 0.6392679447635127]
[2025-09-18 20:22:18,964] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-18 20:26:28,530] [SEDG] [INFO] Epoch:4 || Train Acc@1  68.61 ( 67.67), Train Cla Loss 1.3865e+02 (1.4303e+02)
[2025-09-18 20:26:40,022] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [69.43888092041016, 68.33667755126953, 64.72946166992188, 84.25276184082031, 76.22868347167969], Val Loss  [0.5830599923649866, 0.5861311633744555, 0.6386243796539689, 0.4551740998968318, 0.5861069627606881] || Best Acc@1:72.737
[2025-09-18 20:26:40,022] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [70.1103286743164, 70.1103286743164, 69.1073226928711, 65.09528350830078, 84.65396118164062, 75.92778015136719, 70.1103286743164, 69.8094253540039, 68.8064193725586, 66.09829711914062], Test Loss [0.6380151067837071, 0.5729151124521388, 0.5766860318399122, 0.6359377547037398, 0.44859675995803766, 0.584361028587567, 0.626869059254676, 0.5766976536097473, 0.5801905319169388, 0.6357499918225058]
[2025-09-18 20:26:40,054] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-18 20:30:43,050] [SEDG] [INFO] Epoch:5 || Train Acc@1  67.22 ( 67.80), Train Cla Loss 1.4101e+02 (1.4155e+02)
[2025-09-18 20:30:57,991] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [69.7394790649414, 68.93787384033203, 66.73346710205078, 82.64794158935547, 76.22868347167969], Val Loss  [0.5983665298842237, 0.606999013729707, 0.6603789791793289, 0.44897118949124903, 0.5804563857607521] || Best Acc@1:72.857
[2025-09-18 20:30:57,991] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [70.4112319946289, 70.21063232421875, 69.90972900390625, 66.19859313964844, 83.04914855957031, 76.22868347167969, 70.4112319946289, 70.0100326538086, 69.4082260131836, 66.90070343017578], Test Loss [0.6458672888001563, 0.5875456432700755, 0.596835176827556, 0.6560248477887007, 0.44173530279215023, 0.577323059260905, 0.6358418930377979, 0.5922226576114011, 0.6007207598585781, 0.6587950957335584]
[2025-09-18 20:30:58,014] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-18 20:34:57,285] [SEDG] [INFO] Epoch:6 || Train Acc@1  66.81 ( 67.99), Train Cla Loss 1.4017e+02 (1.3957e+02)
[2025-09-18 20:35:09,191] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [69.53907775878906, 68.73747253417969, 64.82965850830078, 84.25276184082031, 76.22868347167969], Val Loss  [0.603994554532076, 0.6115080030384905, 0.6613326493150485, 0.4371465770387602, 0.5689987401247264] || Best Acc@1:72.857
[2025-09-18 20:35:09,199] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [70.21063232421875, 70.0100326538086, 69.1073226928711, 65.09528350830078, 84.65396118164062, 76.02808380126953, 70.1103286743164, 69.90972900390625, 68.8064193725586, 65.99799346923828], Test Loss [0.6399424105075561, 0.594665971120358, 0.6040995392122622, 0.6593157241313364, 0.4301390753406938, 0.5645037323326142, 0.6302017652641687, 0.596686158400242, 0.6039245833484914, 0.6581551293910686]
[2025-09-18 20:35:09,249] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-18 20:39:59,134] [SEDG] [INFO] Epoch:7 || Train Acc@1  67.08 ( 68.59), Train Cla Loss 1.3760e+02 (1.3718e+02)
[2025-09-18 20:40:21,882] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [68.53707122802734, 66.83367156982422, 62.92585372924805, 87.3620834350586, 76.83049011230469], Val Loss  [0.6079904546957455, 0.6149841752463209, 0.67842121425277, 0.451250395600272, 0.5761315842927878] || Best Acc@1:72.857
[2025-09-18 20:40:21,884] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [69.4082260131836, 69.20762634277344, 66.80039978027344, 62.38716125488281, 87.86359405517578, 76.73019409179688, 69.50852966308594, 68.8064193725586, 67.00100708007812, 62.286861419677734], Test Loss [0.6475687047304098, 0.59592844998705, 0.6070042327868425, 0.6787258248211986, 0.4423682397323004, 0.5688462683645151, 0.6376923117020663, 0.5965541360849363, 0.6058309225285184, 0.6752170507264592]
[2025-09-18 20:40:21,932] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-18 20:44:45,279] [SEDG] [INFO] Epoch:8 || Train Acc@1  67.08 ( 68.46), Train Cla Loss 1.3559e+02 (1.3664e+02)
[2025-09-18 20:45:00,706] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [69.6392822265625, 68.93787384033203, 66.73346710205078, 81.54463195800781, 76.52958679199219], Val Loss  [0.6079091374764223, 0.6180105414801466, 0.6663915927042225, 0.4433285636732069, 0.5683479503380021] || Best Acc@1:72.857
[2025-09-18 20:45:00,714] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [70.6118392944336, 70.4112319946289, 70.0100326538086, 66.49949645996094, 82.24674224853516, 76.52958679199219, 70.6118392944336, 70.3109359741211, 69.30792236328125, 67.00100708007812], Test Loss [0.6404530548881983, 0.5993921430921603, 0.6105102523040389, 0.663298100502106, 0.43604615889676474, 0.5654427859345553, 0.632619840151807, 0.6028992434442342, 0.613371066128837, 0.66557928438531]
[2025-09-18 20:45:00,827] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-18 20:49:09,790] [SEDG] [INFO] Epoch:9 || Train Acc@1  67.22 ( 68.78), Train Cla Loss 1.3882e+02 (1.3516e+02)
[2025-09-18 20:49:24,221] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [68.83767700195312, 67.03406524658203, 63.32665252685547, 87.3620834350586, 76.32898712158203], Val Loss  [0.5935083377456856, 0.5966208961779226, 0.6598099075959536, 0.4313640513475106, 0.5672623745297477] || Best Acc@1:72.857
[2025-09-18 20:49:24,222] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [69.4082260131836, 69.20762634277344, 67.40220642089844, 62.587764739990234, 87.9638900756836, 76.83049011230469, 69.8094253540039, 68.90672302246094, 67.70310974121094, 62.888668060302734], Test Loss [0.6353186445465777, 0.5825693067480832, 0.5909133508368026, 0.6590980216636582, 0.42462240352314956, 0.5606291218770064, 0.6282971104982504, 0.584757036855491, 0.590494545914584, 0.6572406093478801]
[2025-09-18 20:49:24,320] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-18 20:54:33,698] [SEDG] [INFO] Epoch:10 || Train Acc@1  70.42 ( 68.77), Train Cla Loss 1.3079e+02 (1.3395e+02)
[2025-09-18 20:54:51,777] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [69.7394790649414, 68.93787384033203, 65.8316650390625, 83.14945220947266, 76.02808380126953], Val Loss  [0.5637867484159603, 0.5660874727732672, 0.6131072510220483, 0.4806245478727633, 0.5848402913319789] || Best Acc@1:72.857
[2025-09-18 20:54:51,777] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [70.4112319946289, 70.21063232421875, 69.8094253540039, 65.79739379882812, 83.35005187988281, 76.22868347167969, 70.21063232421875, 70.1103286743164, 69.1073226928711, 66.70010375976562], Test Loss [0.6218475901494652, 0.5539929665019783, 0.5570979346722036, 0.6101910497922237, 0.47438878317175803, 0.5824957501326306, 0.6109205550152655, 0.557046577468918, 0.5592949929663028, 0.611148678969476]
[2025-09-18 20:54:51,808] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-18 20:59:00,232] [SEDG] [INFO] Epoch:11 || Train Acc@1  68.33 ( 69.07), Train Cla Loss 1.3926e+02 (1.3272e+02)
[2025-09-18 20:59:06,223] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [69.53907775878906, 68.33667755126953, 64.72946166992188, 84.95486450195312, 76.32898712158203], Val Loss  [0.5723909748818927, 0.5734080221944439, 0.6272275618656364, 0.4623500007683918, 0.5776862895775702] || Best Acc@1:72.857
[2025-09-18 20:59:06,223] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [69.7091293334961, 70.1103286743164, 68.70611572265625, 64.89468383789062, 85.65697479248047, 76.62989044189453, 70.1103286743164, 70.21063232421875, 68.8064193725586, 65.69709014892578], Test Loss [0.628110464680996, 0.5605358837719786, 0.5659389786399833, 0.6268926213234812, 0.455856961167325, 0.5728042505928124, 0.6192866826846583, 0.5639172418784713, 0.5677948173213986, 0.6276282941924414]
[2025-09-18 20:59:06,246] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-18 21:01:49,449] [SEDG] [INFO] Epoch:12 || Train Acc@1  70.42 ( 69.19), Train Cla Loss 1.2478e+02 (1.3110e+02)
[2025-09-18 21:01:54,574] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [70.04008483886719, 68.73747253417969, 67.8356704711914, 79.13741302490234, 75.72718048095703], Val Loss  [0.5915666676475433, 0.6001009972157603, 0.6427996414218972, 0.47260117130269974, 0.582307571633051] || Best Acc@1:72.857
[2025-09-18 21:01:54,575] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [70.6118392944336, 71.0130386352539, 70.1103286743164, 67.6028060913086, 80.34102630615234, 75.42627716064453, 70.7121353149414, 71.0130386352539, 69.8094253540039, 67.80341339111328], Test Loss [0.6343259154375243, 0.5826585017809777, 0.5911376757870467, 0.638939417472694, 0.4642355443840639, 0.5805941411222115, 0.624633068127283, 0.5867609577169389, 0.594038206093768, 0.6401065762566707]
[2025-09-18 21:01:54,592] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-18 21:04:47,239] [SEDG] [INFO] Epoch:13 || Train Acc@1  67.92 ( 69.50), Train Cla Loss 1.3763e+02 (1.3002e+02)
[2025-09-18 21:04:54,756] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [69.7394790649414, 69.03807830810547, 65.8316650390625, 83.75125122070312, 76.12838745117188], Val Loss  [0.5958552549262802, 0.6000526038582674, 0.6453235529228776, 0.45106046785083914, 0.5711930107209484] || Best Acc@1:72.898
[2025-09-18 21:04:54,756] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [70.4112319946289, 70.1103286743164, 69.8094253540039, 65.99799346923828, 83.65095520019531, 75.92778015136719, 70.3109359741211, 69.90972900390625, 69.00701904296875, 66.49949645996094], Test Loss [0.6334832082301707, 0.5857020884363677, 0.5913675638773257, 0.6432612637579143, 0.44321286134279836, 0.5689015853608265, 0.6263061878733793, 0.5884223791995761, 0.5936603305810911, 0.6432667931199911]
[2025-09-18 21:04:54,784] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-18 21:08:01,452] [SEDG] [INFO] Epoch:14 || Train Acc@1  70.56 ( 69.82), Train Cla Loss 1.2329e+02 (1.2848e+02)
[2025-09-18 21:08:08,860] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [72.0440902709961, 70.34068298339844, 63.727455139160156, 83.24974822998047, 72.91875457763672], Val Loss  [0.5798002410986142, 0.5884063211017716, 0.6634344542193747, 0.45358590092678125, 0.5876159790525943] || Best Acc@1:72.898
[2025-09-18 21:08:08,860] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [69.7091293334961, 72.8184585571289, 70.51153564453125, 63.59077453613281, 82.54764556884766, 72.71815490722656, 70.0100326538086, 72.61785125732422, 70.7121353149414, 62.98896789550781], Test Loss [0.6431617922146796, 0.5648548469739548, 0.581039955467733, 0.6598764130081551, 0.44684884762213967, 0.583271547569076, 0.634249026701228, 0.571216660253741, 0.5822337873900307, 0.6623101630505014]
[2025-09-18 21:08:08,884] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-18 21:10:47,168] [SEDG] [INFO] Epoch:15 || Train Acc@1  71.67 ( 70.05), Train Cla Loss 1.1987e+02 (1.2785e+02)
[2025-09-18 21:10:53,827] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [69.6392822265625, 67.93587493896484, 64.22845458984375, 86.25877380371094, 76.52958679199219], Val Loss  [0.5840563052044603, 0.5929628119678918, 0.646451151323223, 0.4484139366398604, 0.5651096071498684] || Best Acc@1:72.918
[2025-09-18 21:10:53,827] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [69.60882568359375, 69.7091293334961, 68.40521240234375, 64.39318084716797, 86.76028442382812, 76.32898712158203, 69.90972900390625, 69.4082260131836, 68.40521240234375, 65.29589080810547], Test Loss [0.6232591777173064, 0.5723945333761581, 0.5852818327657916, 0.64387132178099, 0.4405554511482522, 0.5618255806184461, 0.6155176141795328, 0.5765242388279531, 0.5865495820102864, 0.6441277196797109]
[2025-09-18 21:10:53,844] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-18 21:13:11,939] [SEDG] [INFO] Epoch:16 || Train Acc@1  70.69 ( 70.07), Train Cla Loss 1.2613e+02 (1.2688e+02)
[2025-09-18 21:13:18,957] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [69.13827514648438, 67.7354736328125, 64.12825775146484, 86.86058044433594, 76.42929077148438], Val Loss  [0.5763033426596311, 0.5761323169859235, 0.6256583936228781, 0.46383690636758224, 0.5690982871153649] || Best Acc@1:72.918
[2025-09-18 21:13:18,957] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [69.4082260131836, 69.50852966308594, 68.10431671142578, 63.79137420654297, 87.3620834350586, 76.42929077148438, 69.7091293334961, 69.1073226928711, 68.2046127319336, 64.59378051757812], Test Loss [0.6150513868274516, 0.566029023143688, 0.5696160030460644, 0.6240997091757737, 0.4566047523421055, 0.5638687510786946, 0.6109639187693715, 0.5688793341159343, 0.5698883861691926, 0.6231545527935506]
[2025-09-18 21:13:18,977] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-18 21:15:51,368] [SEDG] [INFO] Epoch:17 || Train Acc@1  68.75 ( 70.35), Train Cla Loss 1.2698e+02 (1.2504e+02)
[2025-09-18 21:15:56,231] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [69.6392822265625, 68.63727569580078, 65.53105926513672, 83.55065155029297, 76.42929077148438], Val Loss  [0.5693761476414476, 0.5705883514905024, 0.6136077357556873, 0.4758576472161885, 0.5723870471941911] || Best Acc@1:72.918
[2025-09-18 21:15:56,231] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [70.7121353149414, 70.21063232421875, 69.7091293334961, 65.89768981933594, 84.05215454101562, 76.12838745117188, 70.21063232421875, 70.1103286743164, 69.1073226928711, 66.49949645996094], Test Loss [0.6096467070856927, 0.5598871915964568, 0.5625680343078874, 0.6102114766985627, 0.46734375813779766, 0.5696097914290165, 0.6059896970464808, 0.563365157622631, 0.5630446695456414, 0.6093596290561596]
[2025-09-18 21:15:56,252] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-18 21:18:14,015] [SEDG] [INFO] Epoch:18 || Train Acc@1  73.06 ( 70.41), Train Cla Loss 1.2047e+02 (1.2450e+02)
[2025-09-18 21:18:19,113] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [70.34068298339844, 69.7394790649414, 69.03807830810547, 75.12537384033203, 74.92477416992188], Val Loss  [0.591616352239926, 0.6020199657680994, 0.6397414869201447, 0.49195617562909066, 0.5839448213696838] || Best Acc@1:72.918
[2025-09-18 21:18:19,113] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [71.11334228515625, 71.11334228515625, 70.81243896484375, 69.00701904296875, 76.32898712158203, 75.12537384033203, 71.51454162597656, 70.81243896484375, 70.0100326538086, 69.00701904296875], Test Loss [0.6241589678505598, 0.5840099482622405, 0.5947443207682913, 0.6354488136177675, 0.48537854720262014, 0.5844854744769625, 0.6179660526417203, 0.5896174263810681, 0.5981852081618314, 0.6384094661791083]
[2025-09-18 21:18:19,127] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-18 21:20:36,082] [SEDG] [INFO] Epoch:19 || Train Acc@1  70.28 ( 70.70), Train Cla Loss 1.2113e+02 (1.2374e+02)
[2025-09-18 21:20:41,360] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [70.1402816772461, 69.03807830810547, 68.53707122802734, 78.13440704345703, 75.62688446044922], Val Loss  [0.5662974421390312, 0.5697164442352876, 0.6018519660752857, 0.49871534144985996, 0.5754130737951311] || Best Acc@1:72.918
[2025-09-18 21:20:41,360] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [70.91273498535156, 71.41424560546875, 70.21063232421875, 68.30491638183594, 80.14041900634766, 75.12537384033203, 71.21363830566406, 71.11334228515625, 69.90972900390625, 68.5055160522461], Test Loss [0.5998028592695085, 0.5573151005187269, 0.5619317801928927, 0.5993532955706299, 0.49251749959130703, 0.5753769935552431, 0.5956672154434227, 0.5619952534600988, 0.5647295175667632, 0.6002080366389084]
[2025-09-18 21:20:41,382] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-18 21:24:03,524] [SEDG] [INFO] Epoch:20 || Train Acc@1  70.56 ( 70.85), Train Cla Loss 1.1489e+02 (1.2274e+02)
[2025-09-18 21:24:10,209] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [69.53907775878906, 68.33667755126953, 64.82965850830078, 85.15546417236328, 76.32898712158203], Val Loss  [0.6152087321023425, 0.6243490125827178, 0.6694069551322647, 0.4408745245565263, 0.5531100291187091] || Best Acc@1:72.918
[2025-09-18 21:24:10,209] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [69.90972900390625, 70.1103286743164, 68.8064193725586, 64.99498748779297, 85.45636749267578, 76.22868347167969, 70.1103286743164, 69.7091293334961, 68.70611572265625, 65.79739379882812], Test Loss [0.6341466199431042, 0.6048520541597632, 0.6174736226214808, 0.6692741546133456, 0.43120153112301496, 0.5483687986342335, 0.6269809664371858, 0.6063678588647182, 0.6162766791513954, 0.6665041682234738]
[2025-09-18 21:24:10,229] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-18 21:27:32,576] [SEDG] [INFO] Epoch:21 || Train Acc@1  69.17 ( 71.29), Train Cla Loss 1.2571e+02 (1.2127e+02)
[2025-09-18 21:27:37,373] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [69.53907775878906, 68.73747253417969, 66.63327026367188, 82.44734191894531, 76.32898712158203], Val Loss  [0.5663597467906012, 0.5728770810998752, 0.6157116980734234, 0.4781347523959972, 0.5700060223624365] || Best Acc@1:72.918
[2025-09-18 21:27:37,373] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [70.4112319946289, 70.1103286743164, 69.90972900390625, 66.59980010986328, 82.64794158935547, 75.92778015136719, 70.51153564453125, 70.21063232421875, 69.60882568359375, 66.80039978027344], Test Loss [0.6081930485627836, 0.5583230560139165, 0.5662991466409822, 0.6135497649191853, 0.4721156566169341, 0.5711092557328395, 0.6023321742100366, 0.562604602325405, 0.5688798322959793, 0.6144907039888166]
[2025-09-18 21:27:37,403] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-18 21:30:28,177] [SEDG] [INFO] Epoch:22 || Train Acc@1  70.83 ( 71.22), Train Cla Loss 1.2473e+02 (1.2094e+02)
[2025-09-18 21:30:33,701] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [69.53907775878906, 68.43687438964844, 64.22845458984375, 85.15546417236328, 76.52958679199219], Val Loss  [0.56979953537962, 0.5690270471787883, 0.6227113962890151, 0.4807907433782442, 0.5700257745764798] || Best Acc@1:72.918
[2025-09-18 21:30:33,701] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [69.50852966308594, 70.0100326538086, 68.90672302246094, 64.19258117675781, 86.45938110351562, 76.32898712158203, 69.30792236328125, 69.60882568359375, 68.70611572265625, 64.99498748779297], Test Loss [0.6095622022269124, 0.5594042926399017, 0.5635440994947103, 0.6214988358401009, 0.47428404178877653, 0.5662344171924362, 0.6068925100678546, 0.5617958866844445, 0.564146914656686, 0.6222454235929185]
[2025-09-18 21:30:33,719] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-18 21:32:42,807] [SEDG] [INFO] Epoch:23 || Train Acc@1  72.36 ( 71.63), Train Cla Loss 1.1589e+02 (1.1948e+02)
[2025-09-18 21:32:47,786] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [69.33867645263672, 68.33667755126953, 64.4288558959961, 84.95486450195312, 76.73019409179688], Val Loss  [0.5793041727824775, 0.5788760526863511, 0.6260920080966605, 0.46122983603204865, 0.5611203037867455] || Best Acc@1:72.918
[2025-09-18 21:32:47,787] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [70.0100326538086, 70.1103286743164, 69.00701904296875, 64.59378051757812, 85.85757446289062, 76.22868347167969, 69.30792236328125, 69.4082260131836, 68.70611572265625, 65.39618682861328], Test Loss [0.611491950667849, 0.569117620751755, 0.5732416255902144, 0.6262494376155294, 0.4530674044562199, 0.5576334309015972, 0.6077990053649412, 0.570989726897826, 0.5750354668321677, 0.6246435110164861]
[2025-09-18 21:32:47,808] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-18 21:35:52,458] [SEDG] [INFO] Epoch:24 || Train Acc@1  72.78 ( 71.56), Train Cla Loss 1.1457e+02 (1.1958e+02)
[2025-09-18 21:35:58,690] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [69.6392822265625, 69.03807830810547, 67.33467102050781, 81.4443359375, 76.52958679199219], Val Loss  [0.58261657250907, 0.5885177995255572, 0.6330877910993381, 0.46494390980649736, 0.5738206107016193] || Best Acc@1:72.918
[2025-09-18 21:35:58,691] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [70.51153564453125, 70.6118392944336, 69.8094253540039, 67.10130310058594, 81.84553527832031, 75.72718048095703, 70.6118392944336, 70.7121353149414, 70.0100326538086, 67.80341339111328], Test Loss [0.6223394355420004, 0.5738612031386633, 0.5819615754583773, 0.6310492248807771, 0.45885620044251024, 0.5723910530208943, 0.6182252505239297, 0.5789950730927371, 0.586142546434699, 0.6334784677777152]
[2025-09-18 21:35:58,718] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-18 21:39:15,230] [SEDG] [INFO] Epoch:25 || Train Acc@1  70.28 ( 71.78), Train Cla Loss 1.1819e+02 (1.1868e+02)
[2025-09-18 21:39:19,655] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [69.33867645263672, 68.13627624511719, 64.52906036376953, 85.05516815185547, 76.42929077148438], Val Loss  [0.5825807399644641, 0.5871977539721854, 0.6350325337631669, 0.4584958630734485, 0.5598127645857953] || Best Acc@1:72.918
[2025-09-18 21:39:19,655] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [70.21063232421875, 69.90972900390625, 68.8064193725586, 64.69408416748047, 85.65697479248047, 76.22868347167969, 69.50852966308594, 69.7091293334961, 68.8064193725586, 65.59679412841797], Test Loss [0.6176753267720566, 0.5716546415206541, 0.5798957468035707, 0.6350685411255242, 0.4505303828204527, 0.5565234679157062, 0.6116478962668683, 0.5745885720702566, 0.5820050659844486, 0.6342581255863997]
[2025-09-18 21:39:19,677] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-18 21:42:07,743] [SEDG] [INFO] Epoch:26 || Train Acc@1  73.47 ( 72.15), Train Cla Loss 1.1560e+02 (1.1775e+02)
[2025-09-18 21:42:12,238] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [70.34068298339844, 69.83968353271484, 69.23847961425781, 75.12537384033203, 75.02507781982422], Val Loss  [0.5957222643022786, 0.6046527436596597, 0.6409507715152595, 0.49062635744347377, 0.5787515016113863] || Best Acc@1:72.918
[2025-09-18 21:42:12,239] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [71.41424560546875, 71.11334228515625, 70.81243896484375, 68.90672302246094, 76.32898712158203, 75.02507781982422, 71.71514892578125, 71.21363830566406, 70.0100326538086, 69.1073226928711], Test Loss [0.6249746799229858, 0.588797556989291, 0.5982955536368857, 0.6386469847699225, 0.4838512252900402, 0.579057144783923, 0.6201058372690781, 0.592986948332313, 0.601600171271394, 0.6407106102648805]
[2025-09-18 21:42:12,251] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-18 21:45:07,900] [SEDG] [INFO] Epoch:27 || Train Acc@1  72.36 ( 72.32), Train Cla Loss 1.1895e+02 (1.1722e+02)
[2025-09-18 21:45:12,454] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [70.54108428955078, 67.63526916503906, 56.51302719116211, 79.43831634521484, 70.4112319946289], Val Loss  [0.6251695529970234, 0.6361293447519352, 0.6939974830958074, 0.5370911062959444, 0.5984593250806497] || Best Acc@1:72.918
[2025-09-18 21:45:12,454] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [68.10431671142578, 70.81243896484375, 66.59980010986328, 56.16850662231445, 79.638916015625, 71.21363830566406, 66.70010375976562, 71.0130386352539, 67.50251007080078, 57.37211608886719], Test Loss [0.6403533019416908, 0.6125066269006031, 0.6299941552319044, 0.694388341521069, 0.53062837362409, 0.5938292899605264, 0.636469785404301, 0.6117894617222257, 0.6257157946302515, 0.6906095079576957]
[2025-09-18 21:45:12,468] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-18 21:47:52,133] [SEDG] [INFO] Epoch:28 || Train Acc@1  74.31 ( 72.59), Train Cla Loss 1.0724e+02 (1.1617e+02)
[2025-09-18 21:47:56,503] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [71.14228820800781, 71.04208374023438, 69.33867645263672, 69.4082260131836, 72.91875457763672], Val Loss  [0.5815171224320819, 0.586512439714405, 0.6204958259462116, 0.5413447403262108, 0.6040350190375968] || Best Acc@1:72.918
[2025-09-18 21:47:56,503] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [72.01605224609375, 71.6148452758789, 71.11334228515625, 70.0100326538086, 70.6118392944336, 72.71815490722656, 72.31694793701172, 71.6148452758789, 71.11334228515625, 69.7091293334961], Test Loss [0.617094487041504, 0.5755113498377824, 0.5817386336407905, 0.6165982878196203, 0.5348907548900593, 0.6037774026812378, 0.6131904114751424, 0.5805987053015527, 0.5861776022160184, 0.620688612655986]
[2025-09-18 21:47:56,518] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-18 21:50:52,662] [SEDG] [INFO] Epoch:29 || Train Acc@1  73.47 ( 72.62), Train Cla Loss 1.1384e+02 (1.1603e+02)
[2025-09-18 21:50:56,982] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [69.43888092041016, 68.33667755126953, 64.52906036376953, 85.15546417236328, 76.83049011230469], Val Loss  [0.5944157507949936, 0.599574044735016, 0.6520771933700852, 0.4481543449006803, 0.5508780089041654] || Best Acc@1:72.918
[2025-09-18 21:50:56,982] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [69.8094253540039, 70.1103286743164, 68.8064193725586, 64.49348449707031, 86.05817413330078, 76.32898712158203, 69.30792236328125, 69.30792236328125, 68.70611572265625, 65.19558715820312], Test Loss [0.6181636755779729, 0.584159070713709, 0.5934978412649218, 0.6511383796766504, 0.44021980433071867, 0.5464874680864895, 0.6138711794687728, 0.5860518489701817, 0.5941615444846234, 0.6490076128673649]
[2025-09-18 21:50:57,001] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-18 21:53:53,202] [SEDG] [INFO] Epoch:30 || Train Acc@1  74.72 ( 72.74), Train Cla Loss 1.1173e+02 (1.1560e+02)
[2025-09-18 21:53:57,698] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [70.54108428955078, 70.64128112792969, 69.43888092041016, 72.8184585571289, 74.02206420898438], Val Loss  [0.5725212186754108, 0.5772358667635488, 0.6137336252447598, 0.5255697877141633, 0.5873659717642077] || Best Acc@1:72.918
[2025-09-18 21:53:57,698] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [71.71514892578125, 71.6148452758789, 71.0130386352539, 69.4082260131836, 73.82146453857422, 74.02206420898438, 71.9157485961914, 71.81544494628906, 70.6118392944336, 69.50852966308594], Test Loss [0.6095639893499277, 0.563701904764625, 0.5705669269399155, 0.6115228303576424, 0.5183915009230764, 0.5882673931934889, 0.6011762284826013, 0.5667523469107082, 0.5746978836408709, 0.6126587456662055]
[2025-09-18 21:53:57,712] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-18 21:56:46,705] [SEDG] [INFO] Epoch:31 || Train Acc@1  72.36 ( 72.96), Train Cla Loss 1.1535e+02 (1.1477e+02)
[2025-09-18 21:56:51,235] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [68.33667755126953, 66.53306579589844, 62.12424850463867, 87.76329040527344, 76.52958679199219], Val Loss  [0.5955725834818785, 0.5969287385204751, 0.6558246360513156, 0.47050842929747305, 0.56807811795888] || Best Acc@1:72.918
[2025-09-18 21:56:51,235] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [69.20762634277344, 69.30792236328125, 66.80039978027344, 61.985958099365234, 88.36509704589844, 76.93079376220703, 69.00701904296875, 68.40521240234375, 67.20160675048828, 62.286861419677734], Test Loss [0.6227643081811869, 0.5826697585695128, 0.5896468972908697, 0.6541265038214811, 0.4641579308863748, 0.5612636462616227, 0.6193268106897234, 0.5844807223068437, 0.588514952028288, 0.6516583079440424]
[2025-09-18 21:56:51,255] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-18 21:59:16,367] [SEDG] [INFO] Epoch:32 || Train Acc@1  73.61 ( 73.00), Train Cla Loss 1.1750e+02 (1.1416e+02)
[2025-09-18 21:59:20,851] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [69.93988037109375, 68.93787384033203, 67.8356704711914, 79.13741302490234, 76.12838745117188], Val Loss  [0.5690096149105347, 0.573458559646874, 0.6141337846706291, 0.4917672320737045, 0.5642791169816058] || Best Acc@1:72.918
[2025-09-18 21:59:20,851] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [70.81243896484375, 70.81243896484375, 70.0100326538086, 67.80341339111328, 79.83951568603516, 76.02808380126953, 70.81243896484375, 70.51153564453125, 69.50852966308594, 67.3019027709961], Test Loss [0.6034253045333663, 0.5590195789738907, 0.5664834246233689, 0.6136336335566721, 0.48484210247022574, 0.5640820820508534, 0.5973976295714154, 0.5618113692450069, 0.5690088000974302, 0.6135461274216861]
[2025-09-18 21:59:20,872] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-18 22:02:09,308] [SEDG] [INFO] Epoch:33 || Train Acc@1  69.44 ( 73.04), Train Cla Loss 1.2418e+02 (1.1430e+02)
[2025-09-18 22:02:13,910] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [70.1402816772461, 69.13827514648438, 68.83767700195312, 75.72718048095703, 74.92477416992188], Val Loss  [0.5611640033956042, 0.5672216526492087, 0.5983915641933739, 0.5181762147451954, 0.5747028504953222] || Best Acc@1:72.918
[2025-09-18 22:02:13,910] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [71.11334228515625, 71.0130386352539, 70.6118392944336, 69.1073226928711, 78.03410339355469, 75.02507781982422, 71.3139419555664, 71.21363830566406, 70.21063232421875, 68.70611572265625], Test Loss [0.5939929326295613, 0.5528245379955862, 0.5584842239841894, 0.5951639612914328, 0.5125059549404363, 0.5768371181358903, 0.5864700713272439, 0.5562654055707313, 0.5616563803095038, 0.5980384652330022]
[2025-09-18 22:02:13,932] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-18 22:05:16,630] [SEDG] [INFO] Epoch:34 || Train Acc@1  74.72 ( 73.31), Train Cla Loss 1.1467e+02 (1.1331e+02)
[2025-09-18 22:05:21,071] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [68.63727569580078, 67.03406524658203, 63.727455139160156, 86.76028442382812, 76.12838745117188], Val Loss  [0.5736009528140028, 0.5760478312840204, 0.6141449872979181, 0.49469085523453254, 0.5666177821613722] || Best Acc@1:72.918
[2025-09-18 22:05:21,071] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [69.7091293334961, 69.4082260131836, 67.70310974121094, 63.49047088623047, 87.3620834350586, 76.73019409179688, 69.50852966308594, 68.8064193725586, 67.6028060913086, 63.59077453613281], Test Loss [0.5985656535493933, 0.5647651461684476, 0.5710726215942215, 0.6135074569205702, 0.49064033470278157, 0.5645560322398527, 0.5966154355462361, 0.5681945229604944, 0.5724312594326711, 0.6133095813969313]
[2025-09-18 22:05:21,091] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-18 22:08:13,037] [SEDG] [INFO] Epoch:35 || Train Acc@1  72.64 ( 73.52), Train Cla Loss 1.1621e+02 (1.1291e+02)
[2025-09-18 22:08:17,499] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [70.04008483886719, 68.33667755126953, 63.82765579223633, 85.05516815185547, 75.62688446044922], Val Loss  [0.5746397524773478, 0.5744100848515191, 0.6246301259449824, 0.4861283983545772, 0.5677245548639518] || Best Acc@1:72.918
[2025-09-18 22:08:17,499] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [70.0100326538086, 70.1103286743164, 69.1073226928711, 63.89167404174805, 85.55667114257812, 75.72718048095703, 69.20762634277344, 69.7091293334961, 68.60581970214844, 64.09227752685547], Test Loss [0.6083953385965276, 0.5642183992484866, 0.5690637145381993, 0.6252009254939099, 0.4776472470525992, 0.5645994695880587, 0.6058221079760353, 0.5654853187807823, 0.5684737814823866, 0.6226219747107151]
[2025-09-18 22:08:17,519] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-18 22:10:53,361] [SEDG] [INFO] Epoch:36 || Train Acc@1  73.06 ( 73.44), Train Cla Loss 1.1771e+02 (1.1286e+02)
[2025-09-18 22:10:57,804] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [71.14228820800781, 71.04208374023438, 69.43888092041016, 69.4082260131836, 73.21965789794922], Val Loss  [0.5730811807817829, 0.5793420291974215, 0.6145859169577788, 0.5521230368819854, 0.6094060825966784] || Best Acc@1:72.918
[2025-09-18 22:10:57,804] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [71.71514892578125, 71.71514892578125, 71.11334228515625, 69.90972900390625, 70.81243896484375, 72.61785125732422, 72.5175552368164, 71.6148452758789, 70.91273498535156, 69.7091293334961], Test Loss [0.6173094419562589, 0.5663225240669135, 0.572955940527806, 0.6112934410153564, 0.5464595909582576, 0.6077789299586114, 0.6112561757370845, 0.5720176902434293, 0.5774478790394162, 0.6142516130191034]
[2025-09-18 22:10:57,821] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-18 22:13:19,337] [SEDG] [INFO] Epoch:37 || Train Acc@1  72.92 ( 73.59), Train Cla Loss 1.1591e+02 (1.1230e+02)
[2025-09-18 22:13:25,185] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [69.53907775878906, 68.33667755126953, 64.62925720214844, 84.75426483154297, 76.42929077148438], Val Loss  [0.5786108019834529, 0.5825981977946295, 0.6311819297756126, 0.4598841478257863, 0.5571485051778757] || Best Acc@1:72.918
[2025-09-18 22:13:25,185] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [70.1103286743164, 70.3109359741211, 68.8064193725586, 64.59378051757812, 85.55667114257812, 76.02808380126953, 69.60882568359375, 69.7091293334961, 68.8064193725586, 65.89768981933594], Test Loss [0.6078903828724217, 0.5672956634548267, 0.5774426678477701, 0.6316442168583961, 0.45198027387545364, 0.5534036505066883, 0.6072644666360398, 0.571745644003123, 0.5793013624704948, 0.6314569949625488]
[2025-09-18 22:13:25,202] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-18 22:16:36,539] [SEDG] [INFO] Epoch:38 || Train Acc@1  74.03 ( 73.65), Train Cla Loss 1.1336e+02 (1.1228e+02)
[2025-09-18 22:16:41,033] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [69.23847961425781, 67.8356704711914, 64.4288558959961, 85.85757446289062, 76.52958679199219], Val Loss  [0.5753981121078522, 0.5770117568229148, 0.6214612699701695, 0.47503466248034, 0.5612883496667103] || Best Acc@1:72.918
[2025-09-18 22:16:41,033] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [69.60882568359375, 69.90972900390625, 68.10431671142578, 64.09227752685547, 86.96088409423828, 76.62989044189453, 69.4082260131836, 69.00701904296875, 68.40521240234375, 64.79438018798828], Test Loss [0.6049533767351056, 0.564026950414824, 0.5701204978355553, 0.6210663168576201, 0.46669482598931283, 0.5573882830059277, 0.6014445489842292, 0.5664220517473211, 0.5716797586907834, 0.6188830366823356]
[2025-09-18 22:16:41,055] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-18 22:19:56,602] [SEDG] [INFO] Epoch:39 || Train Acc@1  75.28 ( 73.73), Train Cla Loss 1.0972e+02 (1.1198e+02)
[2025-09-18 22:20:01,375] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [72.84569549560547, 71.6432876586914, 62.92585372924805, 75.72718048095703, 67.70310974121094], Val Loss  [0.6160626866535577, 0.6066541742227359, 0.6626066785298272, 0.5526579587366302, 0.6164037456125051] || Best Acc@1:72.918
[2025-09-18 22:20:01,377] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [65.49649047851562, 73.31996154785156, 70.81243896484375, 63.79137420654297, 75.72718048095703, 67.6028060913086, 64.59378051757812, 73.52056121826172, 71.6148452758789, 63.28987121582031], Test Loss [0.644883174116657, 0.6029554222268589, 0.6016215276096386, 0.6637409880024978, 0.5426071803631969, 0.6106983405297833, 0.6439012670469141, 0.6028210532103283, 0.5985778331039184, 0.6603898809570726]
[2025-09-18 22:20:01,401] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-18 22:22:21,259] [SEDG] [INFO] Epoch:40 || Train Acc@1  71.94 ( 73.76), Train Cla Loss 1.1559e+02 (1.1163e+02)
[2025-09-18 22:22:26,223] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [69.93988037109375, 69.33867645263672, 68.53707122802734, 77.33199310302734, 75.52658081054688], Val Loss  [0.5800601918855028, 0.5824804801740245, 0.621566447084079, 0.4905261219205445, 0.5672374431084964] || Best Acc@1:72.918
[2025-09-18 22:22:26,223] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [71.11334228515625, 71.0130386352539, 70.6118392944336, 68.2046127319336, 78.7362060546875, 76.12838745117188, 71.11334228515625, 71.0130386352539, 69.8094253540039, 67.80341339111328], Test Loss [0.6090040725236432, 0.5703076557027421, 0.5772914014823937, 0.6213693715624489, 0.48128859224984255, 0.5653980671462706, 0.6048614523834068, 0.5730135394792738, 0.5800986479792217, 0.6200083086459544]
[2025-09-18 22:22:26,241] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-18 22:24:23,679] [SEDG] [INFO] Epoch:41 || Train Acc@1  75.56 ( 73.88), Train Cla Loss 1.0706e+02 (1.1179e+02)
[2025-09-18 22:24:30,704] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [69.83968353271484, 68.73747253417969, 67.13426971435547, 81.84553527832031, 76.32898712158203], Val Loss  [0.5652733037849228, 0.5689424899871459, 0.6019989550710919, 0.4958179490257768, 0.5651627441825217] || Best Acc@1:72.918
[2025-09-18 22:24:30,704] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [70.4112319946289, 70.6118392944336, 69.90972900390625, 67.10130310058594, 82.64794158935547, 76.22868347167969, 70.51153564453125, 70.7121353149414, 69.8094253540039, 67.6028060913086], Test Loss [0.59319931567612, 0.5550348292382336, 0.5614066989036836, 0.6015462023444257, 0.4886992458952824, 0.5633837178932389, 0.5902516290082137, 0.5604902245814248, 0.5657260895014526, 0.6028691815995165]
[2025-09-18 22:24:30,721] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-18 22:27:17,256] [SEDG] [INFO] Epoch:42 || Train Acc@1  71.94 ( 73.94), Train Cla Loss 1.1640e+02 (1.1113e+02)
[2025-09-18 22:27:22,095] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [50.10020065307617, 50.200401306152344, 50.0, 50.15045166015625, 50.35105514526367], Val Loss  [0.7087892630773938, 0.7079080588115241, 0.7665499417719717, 0.6906553478154878, 0.7232359000290169] || Best Acc@1:72.918
[2025-09-18 22:27:22,096] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [50.55165481567383, 50.55165481567383, 50.45135498046875, 49.94984817504883, 50.55165481567383, 49.94984817504883, 50.15045166015625, 50.45135498046875, 50.75225830078125, 50.651954650878906], Test Loss [0.7356116331687782, 0.6947558406243473, 0.7036379840572475, 0.7695145146657854, 0.6814631312158904, 0.7191947843270412, 0.7349773768556034, 0.6907932967575288, 0.6965877453804973, 0.7632606195710009]
[2025-09-18 22:27:22,109] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-18 22:30:04,558] [SEDG] [INFO] Epoch:43 || Train Acc@1  74.86 ( 73.69), Train Cla Loss 1.0783e+02 (1.1156e+02)
[2025-09-18 22:30:09,116] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [69.7394790649414, 68.83767700195312, 67.13426971435547, 81.1434326171875, 76.32898712158203], Val Loss  [0.5588972908939293, 0.5594732324202696, 0.6011351622894914, 0.5013779657355761, 0.5720416531639329] || Best Acc@1:72.918
[2025-09-18 22:30:09,117] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [70.6118392944336, 70.81243896484375, 69.90972900390625, 66.49949645996094, 82.44734191894531, 76.12838745117188, 70.1103286743164, 70.3109359741211, 69.4082260131836, 67.00100708007812], Test Loss [0.5961130128700731, 0.548533616118589, 0.5536615874248378, 0.6003590727163294, 0.4951100874030841, 0.5685465714876486, 0.5930161275261024, 0.5518825100800219, 0.5552974871192558, 0.6000802030295522]
[2025-09-18 22:30:09,138] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-18 22:33:14,086] [SEDG] [INFO] Epoch:44 || Train Acc@1  75.00 ( 73.81), Train Cla Loss 1.1020e+02 (1.1152e+02)
[2025-09-18 22:33:18,577] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [69.13827514648438, 67.53507232666016, 63.82765579223633, 86.25877380371094, 76.22868347167969], Val Loss  [0.5726600263066187, 0.5735051102772026, 0.6174058456100777, 0.4932256741533308, 0.5630068986143248] || Best Acc@1:72.918
[2025-09-18 22:33:18,577] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [69.90972900390625, 69.60882568359375, 68.10431671142578, 63.49047088623047, 87.46238708496094, 76.73019409179688, 69.20762634277344, 69.00701904296875, 67.9037094116211, 63.99197769165039], Test Loss [0.5991501729849468, 0.5610633787204892, 0.568387767047796, 0.6178125729532156, 0.48669839063762066, 0.5596926775476041, 0.595883995563599, 0.5625439451235825, 0.5685062896284679, 0.6156294006282611]
[2025-09-18 22:33:18,602] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-18 22:36:01,092] [SEDG] [INFO] Epoch:45 || Train Acc@1  74.17 ( 74.13), Train Cla Loss 1.1318e+02 (1.1048e+02)
[2025-09-18 22:36:05,616] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [70.04008483886719, 69.7394790649414, 69.03807830810547, 75.82748413085938, 75.02507781982422], Val Loss  [0.571715641774252, 0.5778384264819847, 0.6188039310231715, 0.503510002327061, 0.5863945534379934] || Best Acc@1:72.918
[2025-09-18 22:36:05,616] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [71.21363830566406, 71.21363830566406, 70.6118392944336, 68.8064193725586, 77.53260040283203, 74.92477416992188, 71.41424560546875, 71.21363830566406, 70.1103286743164, 68.8064193725586], Test Loss [0.616390143139073, 0.5637239046178107, 0.572572464031824, 0.6166619187970099, 0.49737566655712834, 0.584433062803542, 0.6087959508001506, 0.5679952016206777, 0.5748419674672, 0.6189415210945796]
[2025-09-18 22:36:05,636] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-18 22:38:34,074] [SEDG] [INFO] Epoch:46 || Train Acc@1  74.58 ( 73.95), Train Cla Loss 1.0991e+02 (1.1065e+02)
[2025-09-18 22:38:38,761] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [69.7394790649414, 69.03807830810547, 67.93587493896484, 80.74222564697266, 76.42929077148438], Val Loss  [0.5627615421950698, 0.5639252819135815, 0.6031371331167126, 0.49100818046356515, 0.5686622816796527] || Best Acc@1:72.918
[2025-09-18 22:38:38,761] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [70.6118392944336, 70.81243896484375, 70.1103286743164, 67.80341339111328, 81.64493560791016, 76.32898712158203, 70.4112319946289, 70.7121353149414, 70.0100326538086, 67.70310974121094], Test Loss [0.6012305152212963, 0.551709475853259, 0.5570449765431605, 0.6022209271026351, 0.4853300913764816, 0.5687025271901635, 0.5969193900301081, 0.5559585884497421, 0.5605875340364164, 0.6035843905857358]
[2025-09-18 22:38:38,777] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-18 22:41:30,835] [SEDG] [INFO] Epoch:47 || Train Acc@1  74.44 ( 73.93), Train Cla Loss 1.0954e+02 (1.1090e+02)
[2025-09-18 22:41:35,650] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [69.83968353271484, 69.03807830810547, 68.13627624511719, 80.64192962646484, 76.22868347167969], Val Loss  [0.5688357834586638, 0.5733452378389592, 0.6115730613888146, 0.48974803039279124, 0.5692334173615263] || Best Acc@1:72.918
[2025-09-18 22:41:35,650] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [70.91273498535156, 71.21363830566406, 70.0100326538086, 67.40220642089844, 81.7452392578125, 75.62688446044922, 70.4112319946289, 71.0130386352539, 70.0100326538086, 68.2046127319336], Test Loss [0.6028877663516712, 0.5592889528097575, 0.5676306591349595, 0.6112264085975788, 0.48431269081688694, 0.5686327376241311, 0.5985494770759805, 0.5638914509725905, 0.5707071557745651, 0.610876111054014]
[2025-09-18 22:41:35,670] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-18 22:44:20,405] [SEDG] [INFO] Epoch:48 || Train Acc@1  77.92 ( 74.04), Train Cla Loss 1.0343e+02 (1.1057e+02)
[2025-09-18 22:44:25,210] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [69.43888092041016, 68.13627624511719, 64.52906036376953, 86.35907745361328, 76.22868347167969], Val Loss  [0.5707636235472195, 0.5732918424692326, 0.6182313498131976, 0.4896253136359342, 0.5598634994974586] || Best Acc@1:72.938
[2025-09-18 22:44:25,210] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [69.7091293334961, 69.60882568359375, 68.30491638183594, 63.99197769165039, 87.26178741455078, 76.12838745117188, 69.30792236328125, 69.1073226928711, 68.40521240234375, 64.79438018798828], Test Loss [0.5958006150026618, 0.561238722432939, 0.5690059175223501, 0.6176229097180763, 0.4836759275813758, 0.5569027085361653, 0.5934443685152346, 0.5636442230123215, 0.5688971422141869, 0.6159377304338285]
[2025-09-18 22:44:25,229] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-18 22:47:05,811] [SEDG] [INFO] Epoch:49 || Train Acc@1  73.33 ( 74.34), Train Cla Loss 1.1371e+02 (1.1012e+02)
[2025-09-18 22:47:10,678] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [71.24248504638672, 68.73747253417969, 58.61723709106445, 78.83650970458984, 70.51153564453125], Val Loss  [0.6294580099577894, 0.6266819058295959, 0.6858727479267693, 0.5396378364641903, 0.6016539460797248] || Best Acc@1:72.938
[2025-09-18 22:47:10,679] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [67.00100708007812, 71.6148452758789, 68.30491638183594, 58.475425720214844, 80.44132232666016, 71.11334228515625, 66.80039978027344, 71.11334228515625, 68.60581970214844, 59.17753219604492], Test Loss [0.6448794602152098, 0.6162348246741797, 0.622190590787197, 0.686107447895865, 0.5300542742103608, 0.5960621756082074, 0.6435025298487818, 0.6139040609360219, 0.6172636305556494, 0.6815854778500234]
[2025-09-18 22:47:10,701] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-18 22:49:10,251] [SEDG] [INFO] Epoch:50 || Train Acc@1  73.75 ( 73.86), Train Cla Loss 1.0918e+02 (1.1072e+02)
[2025-09-18 22:49:14,951] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [68.93787384033203, 67.63526916503906, 64.0280532836914, 86.45938110351562, 76.12838745117188], Val Loss  [0.572402737900346, 0.5741706222952726, 0.6159875895193441, 0.48401285066767225, 0.5601939065167035] || Best Acc@1:72.938
[2025-09-18 22:49:14,951] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [69.90972900390625, 69.4082260131836, 68.00401306152344, 63.49047088623047, 87.86359405517578, 76.73019409179688, 69.30792236328125, 69.00701904296875, 68.10431671142578, 64.19258117675781], Test Loss [0.6000857840450022, 0.5642036732245114, 0.570721593579892, 0.6178515742391856, 0.4783404659603161, 0.5577976966693384, 0.5969438627586441, 0.5657787005545024, 0.571209210270984, 0.6157728765410191]
[2025-09-18 22:49:14,971] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-18 22:51:45,903] [SEDG] [INFO] Epoch:51 || Train Acc@1  73.75 ( 74.13), Train Cla Loss 1.0925e+02 (1.1040e+02)
[2025-09-18 22:51:50,327] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [69.93988037109375, 69.13827514648438, 67.93587493896484, 79.3380126953125, 76.02808380126953], Val Loss  [0.5578332677155076, 0.5597999422010296, 0.5951913626256113, 0.5106737477370465, 0.5759537031083791] || Best Acc@1:72.938
[2025-09-18 22:51:50,328] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [70.7121353149414, 71.11334228515625, 70.21063232421875, 67.9037094116211, 80.34102630615234, 75.12537384033203, 70.81243896484375, 71.11334228515625, 69.90972900390625, 68.2046127319336], Test Loss [0.5953177905369665, 0.5477268903281768, 0.5532326522239353, 0.5932191312612, 0.5060774562590818, 0.577860083120876, 0.5919844533280361, 0.5523783396574535, 0.5567464316740198, 0.5949807632770557]
[2025-09-18 22:51:50,348] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-18 22:54:52,417] [SEDG] [INFO] Epoch:52 || Train Acc@1  73.47 ( 74.15), Train Cla Loss 1.1182e+02 (1.1021e+02)
[2025-09-18 22:54:57,114] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [69.43888092041016, 68.33667755126953, 64.82965850830078, 84.55366516113281, 76.42929077148438], Val Loss  [0.571085037234312, 0.5687120034842787, 0.6108681123576805, 0.4815475935024866, 0.5637337009430888] || Best Acc@1:72.938
[2025-09-18 22:54:57,115] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [70.4112319946289, 70.0100326538086, 68.8064193725586, 64.49348449707031, 85.25576782226562, 76.12838745117188, 69.4082260131836, 69.8094253540039, 68.90672302246094, 65.69709014892578], Test Loss [0.6023847989835136, 0.5617040786724034, 0.5627171950808978, 0.6116439939860475, 0.47322060447279646, 0.5603819853862525, 0.5999142339559591, 0.5630860133479567, 0.5643013726505138, 0.6094994654985464]
[2025-09-18 22:54:57,145] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-18 22:58:10,215] [SEDG] [INFO] Epoch:53 || Train Acc@1  74.86 ( 74.19), Train Cla Loss 1.0833e+02 (1.1027e+02)
[2025-09-18 22:58:14,893] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [69.33867645263672, 67.7354736328125, 63.727455139160156, 85.35607147216797, 75.82748413085938], Val Loss  [0.5732394425806875, 0.5721040629671666, 0.6123954279867108, 0.5003120888738241, 0.5689445590841375] || Best Acc@1:72.938
[2025-09-18 22:58:14,893] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [70.0100326538086, 69.60882568359375, 68.2046127319336, 63.79137420654297, 86.15847778320312, 76.32898712158203, 69.4082260131836, 69.4082260131836, 68.60581970214844, 63.69107437133789], Test Loss [0.6004922400745251, 0.5629645543567157, 0.5667270025016073, 0.613747663459663, 0.4943467640470239, 0.5649117040060229, 0.598733274544493, 0.5655369610341645, 0.5671822289406596, 0.610966647580012]
[2025-09-18 22:58:14,906] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-18 23:01:12,050] [SEDG] [INFO] Epoch:54 || Train Acc@1  74.17 ( 74.22), Train Cla Loss 1.1167e+02 (1.1013e+02)
[2025-09-18 23:01:17,119] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [70.64128112792969, 69.53907775878906, 64.92986297607422, 84.75426483154297, 73.62086486816406], Val Loss  [0.5723162983844657, 0.5718234190959969, 0.6200458641520483, 0.49150037167662963, 0.5718580734287365] || Best Acc@1:72.938
[2025-09-18 23:01:17,120] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [69.4082260131836, 71.9157485961914, 69.4082260131836, 63.18956756591797, 83.75125122070312, 73.31996154785156, 69.50852966308594, 71.3139419555664, 69.8094253540039, 63.79137420654297], Test Loss [0.6069170905570448, 0.5601090891669722, 0.5670183620218527, 0.621757907697645, 0.4881001889048034, 0.5694907555429484, 0.6031311726498388, 0.5628174031330805, 0.5677134481930326, 0.6190986736727095]
[2025-09-18 23:01:17,147] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-18 23:03:26,027] [SEDG] [INFO] Epoch:55 || Train Acc@1  74.17 ( 74.21), Train Cla Loss 1.1081e+02 (1.1000e+02)
[2025-09-18 23:03:30,600] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [68.83767700195312, 67.23446655273438, 63.02605438232422, 86.25877380371094, 75.92778015136719], Val Loss  [0.5863044797060246, 0.584718447350309, 0.6334831966665799, 0.4841059727319624, 0.561731644236336] || Best Acc@1:72.938
[2025-09-18 23:03:30,600] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [69.90972900390625, 69.7091293334961, 67.70310974121094, 62.98896789550781, 86.55967712402344, 76.12838745117188, 69.30792236328125, 68.70611572265625, 68.30491638183594, 62.98896789550781], Test Loss [0.6085786133735565, 0.5747905167318514, 0.5811852216720581, 0.6341681287604325, 0.473918987253126, 0.5566346388881879, 0.6098837851880188, 0.5755858543285037, 0.5775606779899138, 0.6321213168868329]
[2025-09-18 23:03:30,917] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-18 23:06:29,379] [SEDG] [INFO] Epoch:56 || Train Acc@1  76.67 ( 74.31), Train Cla Loss 1.0786e+02 (1.0977e+02)
[2025-09-18 23:06:33,977] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [70.74148559570312, 70.84168243408203, 69.83968353271484, 70.81243896484375, 73.62086486816406], Val Loss  [0.5679968305245668, 0.5720898968303849, 0.6076272529566694, 0.5430286695868703, 0.5972687217034213] || Best Acc@1:72.938
[2025-09-18 23:06:33,978] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [71.71514892578125, 71.71514892578125, 71.0130386352539, 70.1103286743164, 71.9157485961914, 73.52056121826172, 72.31694793701172, 71.6148452758789, 70.6118392944336, 69.8094253540039], Test Loss [0.6067365443216284, 0.5602891451138312, 0.5663954074248866, 0.6043911132673802, 0.5378535028207027, 0.5990359394576629, 0.6021107830398659, 0.5655616761868074, 0.5709697151016687, 0.6068742374479472]
[2025-09-18 23:06:33,991] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-18 23:09:21,198] [SEDG] [INFO] Epoch:57 || Train Acc@1  74.86 ( 74.04), Train Cla Loss 1.0778e+02 (1.1024e+02)
[2025-09-18 23:09:25,676] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [70.84168243408203, 70.94188690185547, 69.83968353271484, 72.01605224609375, 73.52056121826172], Val Loss  [0.583882053294975, 0.5905671036076211, 0.624806937688816, 0.5255524596515128, 0.581500306830124] || Best Acc@1:72.938
[2025-09-18 23:09:25,676] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [71.71514892578125, 71.6148452758789, 71.21363830566406, 69.50852966308594, 73.1193618774414, 73.82146453857422, 71.81544494628906, 72.01605224609375, 70.7121353149414, 69.8094253540039], Test Loss [0.6064975884039638, 0.5738529451154061, 0.5846092240023637, 0.6217343105356337, 0.5174248433160925, 0.5828537044816893, 0.6025440633117615, 0.5800096775249111, 0.5887623490875917, 0.6226435990008332]
[2025-09-18 23:09:25,696] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-18 23:12:21,561] [SEDG] [INFO] Epoch:58 || Train Acc@1  74.03 ( 74.10), Train Cla Loss 1.1277e+02 (1.1008e+02)
[2025-09-18 23:12:26,267] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [69.93988037109375, 69.33867645263672, 65.23046112060547, 60.08024215698242, 61.885658264160156], Val Loss  [0.6524089903296354, 0.6645904974134748, 0.6987866379455001, 0.647802378074336, 0.6818655644400547] || Best Acc@1:72.938
[2025-09-18 23:12:26,269] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [69.50852966308594, 71.3139419555664, 70.21063232421875, 66.80039978027344, 60.4814453125, 61.885658264160156, 70.1103286743164, 71.6148452758789, 70.51153564453125, 66.70010375976562], Test Loss [0.6739158991466434, 0.6467850461766617, 0.6587692353287814, 0.6923585433359729, 0.6434759898195296, 0.684480275648647, 0.6718893501918797, 0.652430424748835, 0.6650739532177045, 0.6981684083685115]
[2025-09-18 23:12:26,287] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-18 23:15:04,534] [SEDG] [INFO] Epoch:59 || Train Acc@1  72.92 ( 74.17), Train Cla Loss 1.1333e+02 (1.0982e+02)
[2025-09-18 23:15:09,765] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [69.6392822265625, 68.13627624511719, 64.62925720214844, 85.35607147216797, 76.42929077148438], Val Loss  [0.5728361513428315, 0.5726253510954863, 0.614152141706738, 0.4718628243553483, 0.5586477341121034] || Best Acc@1:72.938
[2025-09-18 23:15:09,765] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [69.8094253540039, 70.3109359741211, 68.8064193725586, 64.99498748779297, 85.95787048339844, 76.52958679199219, 69.7091293334961, 69.90972900390625, 69.00701904296875, 65.59679412841797], Test Loss [0.6031546291998898, 0.5625861435082397, 0.5691598479522985, 0.6155562656095537, 0.46625523097297494, 0.5566040463110389, 0.6004611044494415, 0.5645375001872913, 0.5692128368103158, 0.6143548843136044]
[2025-09-18 23:15:09,779] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-18 23:17:21,692] [SEDG] [INFO] Epoch:60 || Train Acc@1  75.28 ( 74.05), Train Cla Loss 1.0793e+02 (1.1008e+02)
[2025-09-18 23:17:26,374] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [69.33867645263672, 68.33667755126953, 64.12825775146484, 86.25877380371094, 76.02808380126953], Val Loss  [0.5927361850748081, 0.5951172596586491, 0.6494727467965029, 0.45126506037554265, 0.554217980522569] || Best Acc@1:72.938
[2025-09-18 23:17:26,374] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [69.8094253540039, 69.60882568359375, 68.40521240234375, 63.89167404174805, 87.3620834350586, 76.22868347167969, 69.50852966308594, 69.00701904296875, 68.30491638183594, 64.19258117675781], Test Loss [0.6172898239572883, 0.5793577124744863, 0.5906451264977336, 0.6500267094092719, 0.44196483818674037, 0.549526757199164, 0.6182027854316811, 0.5819992605398746, 0.5896098538411177, 0.6491442558877806]
[2025-09-18 23:17:26,394] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-18 23:20:29,956] [SEDG] [INFO] Epoch:61 || Train Acc@1  75.28 ( 74.17), Train Cla Loss 1.0851e+02 (1.1003e+02)
[2025-09-18 23:20:34,488] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [71.84368896484375, 70.54108428955078, 69.93988037109375, 66.09829711914062, 70.51153564453125], Val Loss  [0.5880699740621991, 0.5924903830449901, 0.6260896709734548, 0.5814684263562248, 0.6192955875109766] || Best Acc@1:72.938
[2025-09-18 23:20:34,489] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [72.11634826660156, 71.6148452758789, 71.6148452758789, 70.3109359741211, 67.3019027709961, 70.21063232421875, 72.8184585571289, 72.2166519165039, 71.51454162597656, 70.4112319946289], Test Loss [0.6201449831127522, 0.5819915421568642, 0.5878710546787668, 0.6221954452477343, 0.5770879979717097, 0.6205222492471502, 0.615469311041722, 0.5861126330934293, 0.5932167773261113, 0.6253675321638286]
[2025-09-18 23:20:34,511] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-18 23:23:22,586] [SEDG] [INFO] Epoch:62 || Train Acc@1  72.78 ( 74.43), Train Cla Loss 1.1111e+02 (1.0931e+02)
[2025-09-18 23:23:27,349] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [69.7394790649414, 68.43687438964844, 64.92986297607422, 85.55667114257812, 76.32898712158203], Val Loss  [0.568407733717519, 0.5685078390614542, 0.6073260484095326, 0.4822162775660948, 0.5601465889180794] || Best Acc@1:72.998
[2025-09-18 23:23:27,350] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [69.7091293334961, 70.21063232421875, 68.8064193725586, 64.89468383789062, 85.85757446289062, 76.12838745117188, 69.8094253540039, 69.7091293334961, 69.00701904296875, 65.89768981933594], Test Loss [0.5970867494403299, 0.55898125527974, 0.56492591654525, 0.6091265580360007, 0.478379395445706, 0.5598000259313325, 0.5948168001657982, 0.5610549096597234, 0.5652773608056568, 0.6070840910540422]
[2025-09-18 23:23:27,371] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-18 23:26:15,116] [SEDG] [INFO] Epoch:63 || Train Acc@1  74.03 ( 74.30), Train Cla Loss 1.0977e+02 (1.0963e+02)
[2025-09-18 23:26:19,939] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [68.13627624511719, 65.63126373291016, 54.008018493652344, 80.5416259765625, 72.61785125732422], Val Loss  [0.6499921272178452, 0.6572131043923403, 0.7333401543105055, 0.5350289174403207, 0.6038000268587018] || Best Acc@1:72.998
[2025-09-18 23:26:19,940] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [67.00100708007812, 68.2046127319336, 64.79438018798828, 54.1624870300293, 80.44132232666016, 73.62086486816406, 66.29889678955078, 69.00701904296875, 65.99799346923828, 54.36309051513672], Test Loss [0.6590967883198049, 0.6349592012172955, 0.6546108146369038, 0.7348779078830807, 0.525179737369897, 0.5979455736958036, 0.6589369765196067, 0.6316802019819453, 0.6472993466775181, 0.7277319912566106]
[2025-09-18 23:26:19,967] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-18 23:28:52,712] [SEDG] [INFO] Epoch:64 || Train Acc@1  72.50 ( 74.28), Train Cla Loss 1.1330e+02 (1.0971e+02)
[2025-09-18 23:28:57,361] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [70.04008483886719, 68.93787384033203, 68.43687438964844, 78.33500671386719, 75.42627716064453], Val Loss  [0.563625056662397, 0.5636325658920532, 0.5967688862689751, 0.509348083821797, 0.5731640485009794] || Best Acc@1:72.998
[2025-09-18 23:28:57,361] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [70.6118392944336, 71.3139419555664, 70.3109359741211, 68.00401306152344, 80.5416259765625, 75.62688446044922, 70.91273498535156, 71.11334228515625, 69.90972900390625, 68.2046127319336], Test Loss [0.5975349953803518, 0.5525042776059482, 0.5581839394007427, 0.5968101652957492, 0.5039148389276793, 0.5738978409838892, 0.5941726319050956, 0.5562782173709142, 0.5609452834459341, 0.5960465859147228]
[2025-09-18 23:28:57,377] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-18 23:32:15,189] [SEDG] [INFO] Epoch:65 || Train Acc@1  72.92 ( 74.37), Train Cla Loss 1.1451e+02 (1.0939e+02)
[2025-09-18 23:32:20,115] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [67.7354736328125, 68.53707122802734, 59.11823654174805, 71.0130386352539, 63.99197769165039], Val Loss  [0.639689037221706, 0.6367580820181088, 0.693719575065888, 0.5779334533896107, 0.6286271328672602] || Best Acc@1:72.998
[2025-09-18 23:32:20,117] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [61.083251953125, 67.9037094116211, 68.40521240234375, 59.27783203125, 71.3139419555664, 65.39618682861328, 60.38114547729492, 68.5055160522461, 68.70611572265625, 59.17753219604492], Test Loss [0.6599684565093596, 0.6256895805433497, 0.6324629042308811, 0.6962307536135706, 0.5690459108938545, 0.62366365854336, 0.6612936504626107, 0.6229320760954586, 0.6261759886411631, 0.6920490113041227]
[2025-09-18 23:32:20,146] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-18 23:35:39,536] [SEDG] [INFO] Epoch:66 || Train Acc@1  73.75 ( 74.25), Train Cla Loss 1.0971e+02 (1.0983e+02)
[2025-09-18 23:35:44,292] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [68.83767700195312, 66.93386840820312, 63.12625503540039, 87.16148376464844, 76.62989044189453], Val Loss  [0.5779186877793444, 0.5758207616562356, 0.62966225924855, 0.47211822864404296, 0.5629691992145603] || Best Acc@1:72.998
[2025-09-18 23:35:44,294] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [69.60882568359375, 69.30792236328125, 67.40220642089844, 62.38716125488281, 88.06419372558594, 76.62989044189453, 69.00701904296875, 68.90672302246094, 67.50251007080078, 62.587764739990234], Test Loss [0.610976296597522, 0.5659333460309441, 0.5735371512778424, 0.6320082648108931, 0.46550548297830424, 0.5579215400556146, 0.6089407553225606, 0.5672959015744858, 0.5728136971817093, 0.6293304786758652]
[2025-09-18 23:35:44,313] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-18 23:39:03,592] [SEDG] [INFO] Epoch:67 || Train Acc@1  70.42 ( 74.25), Train Cla Loss 1.1770e+02 (1.0977e+02)
[2025-09-18 23:39:08,440] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [70.240478515625, 69.83968353271484, 69.43888092041016, 75.12537384033203, 74.72417449951172], Val Loss  [0.5657783747913843, 0.5664400591520604, 0.6029891658402636, 0.5158600989531131, 0.5805852220673021] || Best Acc@1:72.998
[2025-09-18 23:39:08,441] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [71.6148452758789, 71.21363830566406, 70.81243896484375, 69.1073226928711, 76.62989044189453, 75.22567749023438, 71.11334228515625, 71.41424560546875, 70.4112319946289, 69.1073226928711], Test Loss [0.6035753456855131, 0.5564462186221254, 0.5621816723373015, 0.6014249612957449, 0.5106048597435774, 0.5827922501798379, 0.6001677793509503, 0.5605810330648241, 0.5657402999183478, 0.6026060225492494]
[2025-09-18 23:39:08,464] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-18 23:41:33,717] [SEDG] [INFO] Epoch:68 || Train Acc@1  74.44 ( 74.36), Train Cla Loss 1.0975e+02 (1.0960e+02)
[2025-09-18 23:41:38,152] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [69.6392822265625, 68.43687438964844, 64.32865905761719, 86.15847778320312, 76.22868347167969], Val Loss  [0.5708401351271268, 0.568386196492908, 0.6164958721889044, 0.48448446688943786, 0.5659588202012099] || Best Acc@1:72.998
[2025-09-18 23:41:38,153] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [69.7091293334961, 69.90972900390625, 68.60581970214844, 64.49348449707031, 86.96088409423828, 76.22868347167969, 69.7091293334961, 69.1073226928711, 68.8064193725586, 65.29589080810547], Test Loss [0.605335939313129, 0.5580323512480037, 0.5636798486546982, 0.6177783052445415, 0.4773575815119021, 0.5636991455538223, 0.6036974301668203, 0.5610529803105797, 0.5640010683084562, 0.6159074309477237]
[2025-09-18 23:41:38,176] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-18 23:44:59,810] [SEDG] [INFO] Epoch:69 || Train Acc@1  73.19 ( 74.35), Train Cla Loss 1.1095e+02 (1.0934e+02)
[2025-09-18 23:45:04,686] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [70.1402816772461, 69.13827514648438, 69.03807830810547, 77.33199310302734, 75.32598114013672], Val Loss  [0.5646850478673029, 0.5628869803491718, 0.5964775945476157, 0.5102439862316327, 0.5761773049412903] || Best Acc@1:72.998
[2025-09-18 23:45:04,687] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [71.11334228515625, 71.3139419555664, 70.51153564453125, 68.60581970214844, 79.53861999511719, 75.52658081054688, 70.91273498535156, 71.3139419555664, 70.0100326538086, 68.60581970214844], Test Loss [0.5988142434787845, 0.5539421788309379, 0.558769369615595, 0.5960445222309384, 0.5031570616433231, 0.5763530274451436, 0.5966124143619594, 0.558532308671276, 0.5616846902439803, 0.5961779932320537]
[2025-09-18 23:45:04,708] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-18 23:47:52,614] [SEDG] [INFO] Epoch:70 || Train Acc@1  72.08 ( 74.36), Train Cla Loss 1.1479e+02 (1.0942e+02)
[2025-09-18 23:48:00,368] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [71.84368896484375, 69.6392822265625, 60.52104187011719, 76.12838745117188, 66.90070343017578], Val Loss  [0.620752798053688, 0.6193206865706281, 0.6821604255206122, 0.5436805111235578, 0.6131677623976437] || Best Acc@1:72.998
[2025-09-18 23:48:00,370] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [64.39318084716797, 70.81243896484375, 68.90672302246094, 59.47843551635742, 76.12838745117188, 67.00100708007812, 64.09227752685547, 70.91273498535156, 69.4082260131836, 59.879638671875], Test Loss [0.6501276095508931, 0.6054615908066033, 0.6145223696588155, 0.68543386076733, 0.5372955475073521, 0.6090550779578918, 0.6495580286415314, 0.6049049695731405, 0.609830860209202, 0.6805960549753433]
[2025-09-18 23:48:00,391] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-18 23:50:14,314] [SEDG] [INFO] Epoch:71 || Train Acc@1  73.61 ( 74.13), Train Cla Loss 1.0559e+02 (1.0986e+02)
[2025-09-18 23:50:22,635] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [70.44087982177734, 70.34068298339844, 69.7394790649414, 73.92176818847656, 74.42327117919922], Val Loss  [0.5594607310925791, 0.5576243877171992, 0.5916411819343338, 0.531363106120673, 0.5860084862622956] || Best Acc@1:72.998
[2025-09-18 23:50:22,635] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [71.51454162597656, 71.51454162597656, 70.81243896484375, 69.1073226928711, 75.62688446044922, 74.52357482910156, 71.51454162597656, 71.9157485961914, 70.4112319946289, 69.50852966308594], Test Loss [0.5987130047206056, 0.5501916665012164, 0.5538874879524246, 0.5907195223609327, 0.5262349977596115, 0.5876563243425956, 0.5951418287775581, 0.5540562172830403, 0.556972214726053, 0.5910776042591486]
[2025-09-18 23:50:22,668] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-18 23:52:46,744] [SEDG] [INFO] Epoch:72 || Train Acc@1  73.61 ( 74.19), Train Cla Loss 1.1166e+02 (1.0982e+02)
[2025-09-18 23:52:53,378] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [68.83767700195312, 67.23446655273438, 61.723445892333984, 85.45636749267578, 74.92477416992188], Val Loss  [0.6053827784821122, 0.5983620548773863, 0.6523815939326085, 0.5044477494095368, 0.5776799333729261] || Best Acc@1:72.998
[2025-09-18 23:52:53,379] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [68.2046127319336, 69.20762634277344, 67.10130310058594, 61.685054779052734, 86.65998077392578, 75.62688446044922, 68.30491638183594, 69.00701904296875, 67.00100708007812, 61.18355178833008], Test Loss [0.624410110765857, 0.5911144653677103, 0.5959888297911273, 0.6545373704751491, 0.4909881893526707, 0.5726084038391037, 0.6285827619022687, 0.5896535124498958, 0.5902316998933239, 0.6507922781625746]
[2025-09-18 23:52:53,412] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-18 23:55:25,363] [SEDG] [INFO] Epoch:73 || Train Acc@1  74.17 ( 74.38), Train Cla Loss 1.0750e+02 (1.0951e+02)
[2025-09-18 23:55:30,640] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [70.64128112792969, 70.34068298339844, 69.43888092041016, 72.91875457763672, 73.62086486816406], Val Loss  [0.5642110380476606, 0.56268434796878, 0.5930852041932528, 0.5434832541849334, 0.5989215821177216] || Best Acc@1:72.998
[2025-09-18 23:55:30,641] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [71.41424560546875, 71.3139419555664, 70.91273498535156, 69.50852966308594, 73.72116088867188, 74.12236785888672, 71.81544494628906, 71.51454162597656, 70.51153564453125, 69.8094253540039], Test Loss [0.6039748405262364, 0.5542737275451691, 0.5583254965760165, 0.5911880552828491, 0.5386823038818126, 0.6019161397977961, 0.6033428777663136, 0.5597988172184859, 0.562339167059245, 0.5936948869269016]
[2025-09-18 23:55:30,676] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-18 23:58:22,300] [SEDG] [INFO] Epoch:74 || Train Acc@1  75.97 ( 74.29), Train Cla Loss 1.0564e+02 (1.0963e+02)
[2025-09-18 23:58:29,385] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [70.74148559570312, 70.74148559570312, 69.83968353271484, 72.8184585571289, 73.82146453857422], Val Loss  [0.584424704850795, 0.5892870365259404, 0.6241914426874302, 0.5200087616412546, 0.5825645288708456] || Best Acc@1:72.998
[2025-09-18 23:58:29,385] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [71.71514892578125, 71.51454162597656, 71.21363830566406, 69.50852966308594, 74.82447052001953, 74.42327117919922, 71.81544494628906, 71.9157485961914, 70.4112319946289, 69.60882568359375], Test Loss [0.6121119084126253, 0.5763756344347086, 0.5850071003707266, 0.622894620704077, 0.5138004284086772, 0.5822404591346098, 0.6080124369236746, 0.5810437308570208, 0.5886840165079895, 0.6243699561868054]
[2025-09-18 23:58:29,407] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-19 00:01:02,136] [SEDG] [INFO] Epoch:75 || Train Acc@1  75.97 ( 74.29), Train Cla Loss 1.0556e+02 (1.0940e+02)
[2025-09-19 00:01:12,590] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [70.94188690185547, 71.24248504638672, 69.83968353271484, 69.50852966308594, 72.71815490722656], Val Loss  [0.5847367364801243, 0.587252540316037, 0.620156957176262, 0.5486359346953175, 0.5993824361439574] || Best Acc@1:72.998
[2025-09-19 00:01:12,591] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [72.11634826660156, 71.71514892578125, 71.11334228515625, 70.0100326538086, 71.0130386352539, 72.61785125732422, 72.01605224609375, 71.9157485961914, 70.6118392944336, 69.7091293334961], Test Loss [0.6166527273064272, 0.5760922185037894, 0.5844174556531303, 0.6189559927675407, 0.5414546783135432, 0.600905531208398, 0.6137879871377495, 0.5814713823161608, 0.5888702990178957, 0.6208206060059451]
[2025-09-19 00:01:12,617] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-19 00:03:40,731] [SEDG] [INFO] Epoch:76 || Train Acc@1  70.97 ( 74.38), Train Cla Loss 1.1525e+02 (1.0918e+02)
[2025-09-19 00:03:48,345] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [69.53907775878906, 67.93587493896484, 64.82965850830078, 85.45636749267578, 76.02808380126953], Val Loss  [0.56753215785017, 0.5660446870303106, 0.6078891375499641, 0.4867710476234899, 0.5674079744483428] || Best Acc@1:72.998
[2025-09-19 00:03:48,346] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [69.7091293334961, 69.8094253540039, 68.60581970214844, 64.49348449707031, 86.86058044433594, 76.22868347167969, 69.50852966308594, 69.30792236328125, 68.60581970214844, 64.89468383789062], Test Loss [0.6032775702065187, 0.555700753194279, 0.5627412654033516, 0.6101048013032858, 0.48180375017278054, 0.5651308994295604, 0.6006562931009137, 0.5594653101598727, 0.562727967439707, 0.607849250406535]
[2025-09-19 00:03:48,364] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-19 00:06:37,473] [SEDG] [INFO] Epoch:77 || Train Acc@1  74.44 ( 74.37), Train Cla Loss 1.1024e+02 (1.0930e+02)
[2025-09-19 00:06:49,248] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [70.64128112792969, 70.54108428955078, 69.6392822265625, 72.91875457763672, 73.72116088867188], Val Loss  [0.5678451470956057, 0.5671849758448247, 0.6003913454158989, 0.5319334843691995, 0.5905444320130612] || Best Acc@1:72.998
[2025-09-19 00:06:49,249] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [71.81544494628906, 71.41424560546875, 71.11334228515625, 69.4082260131836, 74.62387084960938, 74.22267150878906, 71.6148452758789, 71.71514892578125, 70.51153564453125, 69.50852966308594], Test Loss [0.6045815061960919, 0.5576361453042944, 0.5631938339355836, 0.5996161334612664, 0.5257862884936146, 0.592653438344284, 0.6026033392641227, 0.5636457223949605, 0.5684541736466954, 0.6003781218705708]
[2025-09-19 00:06:49,279] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-19 00:09:31,954] [SEDG] [INFO] Epoch:78 || Train Acc@1  76.25 ( 74.13), Train Cla Loss 1.0369e+02 (1.0985e+02)
[2025-09-19 00:09:40,410] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [68.53707122802734, 67.03406524658203, 62.7254524230957, 86.55967712402344, 76.12838745117188], Val Loss  [0.5779773570253758, 0.5753486181547742, 0.6255109731802243, 0.5005596173084608, 0.5702992527331847] || Best Acc@1:72.998
[2025-09-19 00:09:40,410] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [69.8094253540039, 69.20762634277344, 67.00100708007812, 62.286861419677734, 86.76028442382812, 75.62688446044922, 69.20762634277344, 68.70611572265625, 67.50251007080078, 62.38716125488281], Test Loss [0.6068746686101318, 0.5673563149173855, 0.5743282367975088, 0.6268287783520391, 0.4937171830815322, 0.5661510863418924, 0.6074180775803094, 0.568792701783845, 0.5711430714744982, 0.6235494382881234]
[2025-09-19 00:09:40,436] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-19 00:12:23,645] [SEDG] [INFO] Epoch:79 || Train Acc@1  75.69 ( 74.21), Train Cla Loss 1.0772e+02 (1.0976e+02)
[2025-09-19 00:12:29,359] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [67.03406524658203, 67.33467102050781, 58.61723709106445, 77.43229675292969, 69.8094253540039], Val Loss  [0.6276822485522421, 0.6163171668329793, 0.676025136200364, 0.5490721144910562, 0.6068907718780406] || Best Acc@1:72.998
[2025-09-19 00:12:29,359] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [62.98896789550781, 68.30491638183594, 66.70010375976562, 59.97993850708008, 78.63591003417969, 70.7121353149414, 61.78535461425781, 68.60581970214844, 67.6028060913086, 60.28084182739258], Test Loss [0.6511975594963448, 0.6109387090835073, 0.6151708964120182, 0.6771728279239076, 0.5349697911273035, 0.6027709708409897, 0.6573502210341581, 0.6085190967906083, 0.6066420615735719, 0.6741830775347971]
[2025-09-19 00:12:29,376] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-19 00:15:07,581] [SEDG] [INFO] Epoch:80 || Train Acc@1  75.56 ( 74.41), Train Cla Loss 1.0492e+02 (1.0913e+02)
[2025-09-19 00:15:13,216] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [70.34068298339844, 69.93988037109375, 69.33867645263672, 74.62387084960938, 74.42327117919922], Val Loss  [0.572084844649913, 0.5738971299064423, 0.6046806472934081, 0.524481623557769, 0.5806399236471507] || Best Acc@1:72.998
[2025-09-19 00:15:13,217] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [71.3139419555664, 71.3139419555664, 70.7121353149414, 69.20762634277344, 75.12537384033203, 74.72417449951172, 71.51454162597656, 71.11334228515625, 70.3109359741211, 69.60882568359375], Test Loss [0.5996664232212897, 0.5619034286487545, 0.5691947037860408, 0.6024943826310972, 0.5209325832971479, 0.5824097088849174, 0.5974435105008132, 0.5666210267285526, 0.5729916249976355, 0.6062380893299788]
[2025-09-19 00:15:13,238] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-19 00:18:09,524] [SEDG] [INFO] Epoch:81 || Train Acc@1  73.19 ( 74.33), Train Cla Loss 1.1306e+02 (1.0949e+02)
[2025-09-19 00:18:17,421] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [69.83968353271484, 69.23847961425781, 68.93787384033203, 77.53260040283203, 75.42627716064453], Val Loss  [0.5710362429489831, 0.570457348782935, 0.608254506138857, 0.49514534615107264, 0.5715534872970466] || Best Acc@1:72.998
[2025-09-19 00:18:17,421] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [70.91273498535156, 71.3139419555664, 70.51153564453125, 68.30491638183594, 79.73921966552734, 75.82748413085938, 70.81243896484375, 71.3139419555664, 70.1103286743164, 68.2046127319336], Test Loss [0.6052347742088341, 0.559087374205575, 0.5664963515675295, 0.6084267441762486, 0.4881027168113226, 0.5725762048958536, 0.6023634706839636, 0.5640830536902608, 0.5691404205746015, 0.6081796457679006]
[2025-09-19 00:18:17,440] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-19 00:20:59,539] [SEDG] [INFO] Epoch:82 || Train Acc@1  76.39 ( 74.42), Train Cla Loss 1.0408e+02 (1.0911e+02)
[2025-09-19 00:21:06,652] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [69.83968353271484, 67.43486785888672, 61.12224578857422, 83.04914855957031, 72.41725158691406], Val Loss  [0.6013165240536233, 0.5962397599506951, 0.6485579437865523, 0.5198190344970228, 0.5850928357336204] || Best Acc@1:72.998
[2025-09-19 00:21:06,654] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [68.8064193725586, 70.21063232421875, 66.59980010986328, 61.283851623535156, 82.24674224853516, 73.62086486816406, 68.2046127319336, 70.51153564453125, 68.2046127319336, 61.18355178833008], Test Loss [0.6262831349549824, 0.5883725374010406, 0.5955510230337007, 0.6521732287038652, 0.5100346006744484, 0.5782428964927658, 0.6282756329180603, 0.5871188741629437, 0.5890745796195961, 0.6482487900206892]
[2025-09-19 00:21:06,680] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-19 00:23:53,246] [SEDG] [INFO] Epoch:83 || Train Acc@1  72.64 ( 74.31), Train Cla Loss 1.1458e+02 (1.0927e+02)
[2025-09-19 00:23:58,554] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [69.93988037109375, 68.83767700195312, 67.43486785888672, 81.84553527832031, 76.42929077148438], Val Loss  [0.570611197150542, 0.5662053285954233, 0.5988486426507303, 0.4960394875037156, 0.5667683639999856] || Best Acc@1:72.998
[2025-09-19 00:23:58,554] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [70.6118392944336, 70.7121353149414, 70.0100326538086, 66.59980010986328, 82.84854888916016, 76.42929077148438, 70.1103286743164, 70.3109359741211, 69.50852966308594, 67.20160675048828], Test Loss [0.5978203286139393, 0.5575866188663418, 0.56301611841263, 0.6013679769835477, 0.48844280124547607, 0.5662061008311801, 0.5980968641242388, 0.5606774526350238, 0.5647884543047267, 0.5990465111813789]
[2025-09-19 00:23:58,571] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-19 00:26:42,749] [SEDG] [INFO] Epoch:84 || Train Acc@1  72.36 ( 74.29), Train Cla Loss 1.1461e+02 (1.0932e+02)
[2025-09-19 00:26:47,149] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [73.14629364013672, 70.54108428955078, 61.92384719848633, 75.62688446044922, 66.49949645996094], Val Loss  [0.6033508384633877, 0.5991300068541854, 0.6602402465615818, 0.5396961260104969, 0.6074992342961348] || Best Acc@1:72.998
[2025-09-19 00:26:47,149] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [63.49047088623047, 73.1193618774414, 70.21063232421875, 61.685054779052734, 75.72718048095703, 67.6028060913086, 63.69107437133789, 72.5175552368164, 69.90972900390625, 61.885658264160156], Test Loss [0.6376128625367565, 0.5871470681762504, 0.5967133447841751, 0.6627757271290303, 0.5328550602093622, 0.6050848482006651, 0.6396753093304343, 0.5884601012275834, 0.5932320464876972, 0.6606748291817209]
[2025-09-19 00:26:47,171] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-19 00:29:09,218] [SEDG] [INFO] Epoch:85 || Train Acc@1  71.94 ( 74.27), Train Cla Loss 1.1386e+02 (1.0955e+02)
[2025-09-19 00:29:13,636] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [71.44288635253906, 70.84168243408203, 70.240478515625, 67.9037094116211, 70.7121353149414], Val Loss  [0.5882381119565638, 0.5922531965739264, 0.6241605525504134, 0.5768914711750379, 0.6180217845987532] || Best Acc@1:72.998
[2025-09-19 00:29:13,636] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [72.31694793701172, 71.41424560546875, 71.3139419555664, 70.3109359741211, 69.00701904296875, 70.91273498535156, 72.41725158691406, 72.11634826660156, 71.41424560546875, 69.8094253540039], Test Loss [0.6205287475882466, 0.5789624725205967, 0.5883984321218316, 0.6208074430046732, 0.571863149568334, 0.6199480648803616, 0.6160060976787938, 0.5844819593573047, 0.5932719566398781, 0.6245969662455881]
[2025-09-19 00:29:13,653] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-19 00:31:53,441] [SEDG] [INFO] Epoch:86 || Train Acc@1  74.03 ( 74.38), Train Cla Loss 1.1116e+02 (1.0927e+02)
[2025-09-19 00:32:01,372] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [70.84168243408203, 68.13627624511719, 61.823646545410156, 83.65095520019531, 73.21965789794922], Val Loss  [0.5997851709564607, 0.5942082716850098, 0.650522047030424, 0.5167007401749985, 0.5836252580913402] || Best Acc@1:72.998
[2025-09-19 00:32:01,372] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [68.2046127319336, 69.90972900390625, 66.80039978027344, 61.18355178833008, 82.54764556884766, 73.21965789794922, 67.70310974121094, 70.1103286743164, 67.3019027709961, 60.4814453125], Test Loss [0.6253262893366838, 0.5859297757880498, 0.5940599973605891, 0.6545095409050867, 0.5083003155924491, 0.5795249133076568, 0.6291168517430304, 0.5854974749573734, 0.5883305422520805, 0.6523151022859418]
[2025-09-19 00:32:01,401] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-19 00:34:20,511] [SEDG] [INFO] Epoch:87 || Train Acc@1  75.69 ( 74.18), Train Cla Loss 1.0435e+02 (1.0936e+02)
[2025-09-19 00:34:26,656] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [69.7394790649414, 69.13827514648438, 67.03406524658203, 82.24674224853516, 76.32898712158203], Val Loss  [0.5820549460116752, 0.5814381508167855, 0.6175117354115885, 0.47169691389996404, 0.5619419014143011] || Best Acc@1:72.998
[2025-09-19 00:34:26,656] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [70.7121353149414, 70.51153564453125, 70.0100326538086, 66.70010375976562, 82.74824523925781, 76.52958679199219, 70.1103286743164, 70.3109359741211, 69.8094253540039, 67.10130310058594], Test Loss [0.6086197885850009, 0.5689744353892212, 0.5776342863783076, 0.6198753917229212, 0.4643304726424643, 0.5618078094069194, 0.6078609654394053, 0.5736589916610909, 0.5804915609307131, 0.6199098564198646]
[2025-09-19 00:34:26,695] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-19 00:37:16,046] [SEDG] [INFO] Epoch:88 || Train Acc@1  75.14 ( 74.52), Train Cla Loss 1.0794e+02 (1.0897e+02)
[2025-09-19 00:37:23,853] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [70.34068298339844, 69.03807830810547, 66.63327026367188, 82.54764556884766, 75.92778015136719], Val Loss  [0.5564698034632422, 0.5526632812314617, 0.588763981758951, 0.5038439045578929, 0.5768898596376211] || Best Acc@1:72.998
[2025-09-19 00:37:23,853] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [70.51153564453125, 70.6118392944336, 70.1103286743164, 66.59980010986328, 83.45034790039062, 76.32898712158203, 70.1103286743164, 70.6118392944336, 69.8094253540039, 67.20160675048828], Test Loss [0.5974514095809539, 0.5449596722063832, 0.5499191775604141, 0.5918269834762351, 0.5016248134098417, 0.5773782574066307, 0.5947128967750993, 0.5489169648561698, 0.5512261755667336, 0.5914234291227795]
[2025-09-19 00:37:23,865] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-19 00:39:54,317] [SEDG] [INFO] Epoch:89 || Train Acc@1  75.00 ( 74.67), Train Cla Loss 1.0991e+02 (1.0868e+02)
[2025-09-19 00:40:02,910] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [70.54108428955078, 70.34068298339844, 69.33867645263672, 69.50852966308594, 73.1193618774414], Val Loss  [0.5994547523095278, 0.6048156621460924, 0.6347764699396963, 0.5391138952259075, 0.6004649924119951] || Best Acc@1:72.998
[2025-09-19 00:40:02,911] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [72.01605224609375, 71.51454162597656, 71.0130386352539, 70.1103286743164, 71.0130386352539, 73.1193618774414, 72.01605224609375, 71.71514892578125, 70.6118392944336, 69.60882568359375], Test Loss [0.6254719495773315, 0.5900025426325133, 0.6011620086198346, 0.6322224280958548, 0.5344347824065113, 0.604792576346737, 0.6221987834067617, 0.5948092514198785, 0.6054939158343026, 0.6361919630135792]
[2025-09-19 00:40:02,937] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-19 00:42:38,351] [SEDG] [INFO] Epoch:90 || Train Acc@1  74.03 ( 74.49), Train Cla Loss 1.0815e+02 (1.0887e+02)
[2025-09-19 00:42:42,936] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [71.6432876586914, 70.64128112792969, 70.04008483886719, 65.19558715820312, 69.7091293334961], Val Loss  [0.5954371058869219, 0.6009988709537681, 0.6356416755544398, 0.5850813361921664, 0.6292342315526042] || Best Acc@1:72.998
[2025-09-19 00:42:42,937] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [72.31694793701172, 71.6148452758789, 71.51454162597656, 70.0100326538086, 67.3019027709961, 70.1103286743164, 72.5175552368164, 72.2166519165039, 71.51454162597656, 70.4112319946289], Test Loss [0.6291196042580255, 0.5865084008204423, 0.5964684136652779, 0.6315264947555489, 0.5795355573102249, 0.6317679268665753, 0.6251350424533622, 0.593083696475359, 0.6020421137661489, 0.6359355066760014]
[2025-09-19 00:42:42,966] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-19 00:45:35,734] [SEDG] [INFO] Epoch:91 || Train Acc@1  74.86 ( 74.56), Train Cla Loss 1.1276e+02 (1.0895e+02)
[2025-09-19 00:45:40,382] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [70.34068298339844, 69.03807830810547, 64.92986297607422, 83.65095520019531, 75.72718048095703], Val Loss  [0.5625851456531303, 0.5559297951763283, 0.5970977575243833, 0.49043360738122954, 0.5729865970439394] || Best Acc@1:72.998
[2025-09-19 00:45:40,382] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [70.0100326538086, 70.7121353149414, 69.50852966308594, 65.19558715820312, 84.65396118164062, 75.22567749023438, 69.8094253540039, 70.51153564453125, 69.20762634277344, 65.89768981933594], Test Loss [0.604185014335418, 0.5512140841039277, 0.5535955793759528, 0.6004398890220772, 0.48645231124749755, 0.5735050140316771, 0.6009648398327134, 0.5530619519644061, 0.5548692503448953, 0.5977772517333418]
[2025-09-19 00:45:40,405] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-19 00:47:59,399] [SEDG] [INFO] Epoch:92 || Train Acc@1  77.22 ( 74.37), Train Cla Loss 9.9470e+01 (1.0895e+02)
[2025-09-19 00:48:04,835] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [70.94188690185547, 70.34068298339844, 69.53907775878906, 67.80341339111328, 70.6118392944336], Val Loss  [0.59422932532364, 0.5999551494279223, 0.635509291906395, 0.5725102066515442, 0.6300148345761696] || Best Acc@1:72.998
[2025-09-19 00:48:04,835] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [72.01605224609375, 71.3139419555664, 71.0130386352539, 70.1103286743164, 68.5055160522461, 70.51153564453125, 72.61785125732422, 71.81544494628906, 70.6118392944336, 69.60882568359375], Test Loss [0.6334801089679943, 0.5850273261935923, 0.5941279497046169, 0.6305395931513642, 0.568160354134551, 0.6356599975971424, 0.6282112011041421, 0.5912625886193489, 0.600807213765329, 0.6365618703955992]
[2025-09-19 00:48:04,857] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-19 00:50:53,171] [SEDG] [INFO] Epoch:93 || Train Acc@1  73.89 ( 74.39), Train Cla Loss 1.1007e+02 (1.0907e+02)
[2025-09-19 00:50:57,885] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [71.74348449707031, 69.7394790649414, 62.52505111694336, 80.842529296875, 70.1103286743164], Val Loss  [0.5986828844628497, 0.5956228840088319, 0.6591656348389948, 0.5147301546907951, 0.5911463879893273] || Best Acc@1:72.998
[2025-09-19 00:50:57,886] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [68.8064193725586, 72.11634826660156, 69.7091293334961, 62.186561584472656, 80.34102630615234, 71.21363830566406, 68.2046127319336, 72.11634826660156, 69.30792236328125, 62.38716125488281], Test Loss [0.6321389301191481, 0.5844997693088612, 0.5942932990274076, 0.6618078473578006, 0.5043000180718892, 0.5856342764651644, 0.6344523081927744, 0.5850947414083012, 0.5878203525586257, 0.6587371030446878]
[2025-09-19 00:50:57,909] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-19 00:53:21,219] [SEDG] [INFO] Epoch:94 || Train Acc@1  77.36 ( 74.04), Train Cla Loss 1.0412e+02 (1.0976e+02)
[2025-09-19 00:53:27,376] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [70.04008483886719, 68.73747253417969, 66.63327026367188, 82.64794158935547, 76.02808380126953], Val Loss  [0.5702121006343551, 0.5676257391730865, 0.6039941060041378, 0.4929876560373316, 0.5645133912742676] || Best Acc@1:72.998
[2025-09-19 00:53:27,377] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [70.6118392944336, 70.51153564453125, 70.0100326538086, 66.29889678955078, 83.55065155029297, 75.82748413085938, 70.3109359741211, 70.21063232421875, 69.50852966308594, 66.90070343017578], Test Loss [0.5984762181250477, 0.5584131009361091, 0.5645092749069542, 0.6072129112786969, 0.48478072977353004, 0.5636567419605963, 0.5977864854912103, 0.5618046259090917, 0.5664878015293401, 0.60417362841345]
[2025-09-19 00:53:27,407] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-19 00:56:09,873] [SEDG] [INFO] Epoch:95 || Train Acc@1  74.44 ( 74.50), Train Cla Loss 1.0729e+02 (1.0878e+02)
[2025-09-19 00:56:14,497] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [69.6392822265625, 68.13627624511719, 64.72946166992188, 85.65697479248047, 76.32898712158203], Val Loss  [0.5695401474923074, 0.5653150056550402, 0.6122205293250227, 0.48034208576562054, 0.5661847375579918] || Best Acc@1:72.998
[2025-09-19 00:56:14,497] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [69.7091293334961, 69.90972900390625, 68.70611572265625, 64.39318084716797, 86.86058044433594, 76.52958679199219, 69.90972900390625, 69.30792236328125, 68.8064193725586, 65.39618682861328], Test Loss [0.6060244146895145, 0.5586110116725221, 0.5643750352629926, 0.6164195597948975, 0.47373369159765444, 0.56346702462094, 0.6046218052431717, 0.5608591625061533, 0.564603179125274, 0.6129250026036169]
[2025-09-19 00:56:14,514] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-19 00:58:52,822] [SEDG] [INFO] Epoch:96 || Train Acc@1  77.50 ( 74.42), Train Cla Loss 1.0270e+02 (1.0912e+02)
[2025-09-19 00:58:58,706] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [69.7394790649414, 68.33667755126953, 65.23046112060547, 84.55366516113281, 75.92778015136719], Val Loss  [0.5773669294341055, 0.5759702584667052, 0.6177957516633915, 0.4722444182831641, 0.5614752908169087] || Best Acc@1:72.998
[2025-09-19 00:58:58,706] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [70.21063232421875, 70.21063232421875, 69.1073226928711, 65.09528350830078, 85.25576782226562, 76.22868347167969, 70.0100326538086, 69.8094253540039, 69.00701904296875, 65.79739379882812], Test Loss [0.6066498649993177, 0.5644077708273977, 0.5726957371684469, 0.6204057815321231, 0.46383715172110496, 0.558227038909583, 0.6069493787876941, 0.5686217234390549, 0.5737534784146752, 0.6193369476343229]
[2025-09-19 00:58:58,729] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-19 01:01:34,271] [SEDG] [INFO] Epoch:97 || Train Acc@1  76.53 ( 74.30), Train Cla Loss 1.0492e+02 (1.0923e+02)
[2025-09-19 01:01:40,104] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [70.34068298339844, 68.43687438964844, 64.22845458984375, 85.15546417236328, 74.42327117919922], Val Loss  [0.5703764780012066, 0.5683389922421059, 0.6190391916311336, 0.49762364645061663, 0.5736388200623102] || Best Acc@1:72.998
[2025-09-19 01:01:40,104] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [70.0100326538086, 70.3109359741211, 68.30491638183594, 63.28987121582031, 84.45336151123047, 74.32296752929688, 69.20762634277344, 70.21063232421875, 68.8064193725586, 62.78836441040039], Test Loss [0.6053409367172027, 0.5568736122627794, 0.5660441701366765, 0.6221177589929211, 0.4898668568256267, 0.569801392203707, 0.6070113778413239, 0.5611112438209557, 0.565094845315279, 0.6197841863933513]
[2025-09-19 01:01:40,126] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-19 01:04:17,924] [SEDG] [INFO] Epoch:98 || Train Acc@1  72.64 ( 74.25), Train Cla Loss 1.1390e+02 (1.0920e+02)
[2025-09-19 01:04:23,728] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [69.83968353271484, 68.2364730834961, 64.62925720214844, 84.75426483154297, 76.02808380126953], Val Loss  [0.5740944585484827, 0.5707094778637131, 0.6135040368728026, 0.48075218222205834, 0.5642974981094674] || Best Acc@1:72.998
[2025-09-19 01:04:23,730] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [70.0100326538086, 70.21063232421875, 68.90672302246094, 64.79438018798828, 86.15847778320312, 76.12838745117188, 70.0100326538086, 69.90972900390625, 68.90672302246094, 65.79739379882812], Test Loss [0.6053539595847861, 0.560085118325089, 0.5689354465981066, 0.6183368887681301, 0.4721891921884198, 0.5621180849125536, 0.6051795549593575, 0.5642328760927635, 0.5694314424348332, 0.6148611295785206]
[2025-09-19 01:04:23,755] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-19 01:06:49,923] [SEDG] [INFO] Epoch:99 || Train Acc@1  75.83 ( 74.43), Train Cla Loss 1.0276e+02 (1.0902e+02)
[2025-09-19 01:06:54,772] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [69.93988037109375, 69.03807830810547, 66.23246765136719, 82.94884490966797, 76.12838745117188], Val Loss  [0.5781394052123259, 0.5749531176262246, 0.6144325128776994, 0.4796767359152959, 0.561502459175967] || Best Acc@1:72.998
[2025-09-19 01:06:54,773] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [70.7121353149414, 70.3109359741211, 69.8094253540039, 65.99799346923828, 83.85155487060547, 76.32898712158203, 70.1103286743164, 70.3109359741211, 69.30792236328125, 66.59980010986328], Test Loss [0.6059766147536045, 0.5671859090043645, 0.5743676300273616, 0.6184268815586775, 0.47323505022939494, 0.5592459307510851, 0.6059315162173724, 0.5693101897880569, 0.574603647860505, 0.6163306919598173]
[2025-09-19 01:06:54,794] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-19 01:06:59,377] [SEDG] [INFO] Val  Acc@1: [69.7394790649414, 68.43687438964844, 64.92986297607422, 85.55667114257812, 76.32898712158203], Val Loss  [0.5684077362259309, 0.5685078452727599, 0.6073260592793176, 0.48221629612902583, 0.5601465937007992]
[2025-09-19 01:06:59,377] [SEDG] [INFO] Test  Acc@1: [69.7091293334961, 70.21063232421875, 68.8064193725586, 64.89468383789062, 85.85757446289062, 76.12838745117188, 69.8094253540039, 69.7091293334961, 69.00701904296875, 65.89768981933594], Test Loss [0.5970867707832168, 0.5589812529780561, 0.5649259082053825, 0.609126552117385, 0.47837939284510217, 0.5598000333445481, 0.5948168112856216, 0.5610548957898361, 0.5652773424220778, 0.6070840911138261]
[2025-09-19 01:06:59,377] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-19 01:06:59,393] [SEDG] [INFO] Val  Mean&Var: [(69.54365, 1.1945045), (68.25396, 1.5301747), (64.99432, 1.3837075), (85.5464, 1.0321575), (76.50335, 1.6564397)]
[2025-09-19 01:06:59,394] [SEDG] [INFO] Test  Mean&Var: [(69.871796, 1.4570307), (70.36783, 1.2167107), (68.55922, 1.604482), (64.942, 1.5785438), (85.84402, 1.0397525), (76.137054, 1.4850671), (69.803116, 1.102844), (69.87179, 1.5101023), (69.0934, 1.2851428), (65.93407, 1.7327924)]
