[2025-09-13 09:53:04,587] [SEDG] [INFO] 
[2025-09-13 09:53:04,588] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-13 10:00:08,718] [SEDG] [INFO] Epoch:0 || Train Acc@1  60.00 ( 54.75), Train Cla Loss 1.8529e+02 (3.7849e+02)
[2025-09-13 10:00:19,150] [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
[2025-09-13 10:00:19,150] [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]
[2025-09-13 10:00:19,171] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-13 10:06:46,707] [SEDG] [INFO] Epoch:1 || Train Acc@1  64.44 ( 64.39), Train Cla Loss 1.6026e+02 (1.6654e+02)
[2025-09-13 10:06:56,291] [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
[2025-09-13 10:06:56,292] [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]
[2025-09-13 10:06:56,303] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-13 10:13:51,094] [SEDG] [INFO] Epoch:2 || Train Acc@1  66.67 ( 66.51), Train Cla Loss 1.4774e+02 (1.5058e+02)
[2025-09-13 10:13:59,316] [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
[2025-09-13 10:13:59,317] [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]
[2025-09-13 10:13:59,336] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-13 10:21:02,302] [SEDG] [INFO] Epoch:3 || Train Acc@1  64.86 ( 67.04), Train Cla Loss 1.5071e+02 (1.4603e+02)
[2025-09-13 10:21:11,817] [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
[2025-09-13 10:21:11,818] [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]
[2025-09-13 10:21:11,839] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-13 10:27:46,547] [SEDG] [INFO] Epoch:4 || Train Acc@1  68.61 ( 67.67), Train Cla Loss 1.3865e+02 (1.4303e+02)
[2025-09-13 10:27:56,373] [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
[2025-09-13 10:27:56,373] [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]
[2025-09-13 10:27:56,387] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-13 10:34:37,578] [SEDG] [INFO] Epoch:5 || Train Acc@1  67.22 ( 67.80), Train Cla Loss 1.4101e+02 (1.4155e+02)
[2025-09-13 10:34:47,219] [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
[2025-09-13 10:34:47,221] [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]
[2025-09-13 10:34:47,244] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-13 10:41:39,284] [SEDG] [INFO] Epoch:6 || Train Acc@1  66.81 ( 67.99), Train Cla Loss 1.4017e+02 (1.3957e+02)
[2025-09-13 10:41:49,566] [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
[2025-09-13 10:41:49,568] [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]
[2025-09-13 10:41:49,584] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-13 10:49:55,146] [SEDG] [INFO] Epoch:7 || Train Acc@1  67.08 ( 68.59), Train Cla Loss 1.3760e+02 (1.3718e+02)
[2025-09-13 10:50:05,618] [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
[2025-09-13 10:50:05,619] [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]
[2025-09-13 10:50:05,648] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-13 10:59:19,612] [SEDG] [INFO] Epoch:8 || Train Acc@1  67.08 ( 68.46), Train Cla Loss 1.3559e+02 (1.3664e+02)
[2025-09-13 10:59:29,155] [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
[2025-09-13 10:59:29,155] [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]
[2025-09-13 10:59:29,174] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-13 11:08:24,402] [SEDG] [INFO] Epoch:9 || Train Acc@1  67.22 ( 68.78), Train Cla Loss 1.3882e+02 (1.3516e+02)
[2025-09-13 11:08:34,601] [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
[2025-09-13 11:08:34,601] [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]
[2025-09-13 11:08:34,616] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-13 11:17:22,708] [SEDG] [INFO] Epoch:10 || Train Acc@1  70.42 ( 68.77), Train Cla Loss 1.3079e+02 (1.3395e+02)
[2025-09-13 11:17:32,738] [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
[2025-09-13 11:17:32,739] [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]
[2025-09-13 11:17:32,776] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-13 11:26:21,294] [SEDG] [INFO] Epoch:11 || Train Acc@1  68.33 ( 69.07), Train Cla Loss 1.3926e+02 (1.3272e+02)
[2025-09-13 11:26:29,317] [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
[2025-09-13 11:26:29,317] [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]
[2025-09-13 11:26:29,330] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-13 11:35:11,664] [SEDG] [INFO] Epoch:12 || Train Acc@1  70.42 ( 69.19), Train Cla Loss 1.2478e+02 (1.3110e+02)
[2025-09-13 11:35:21,637] [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
[2025-09-13 11:35:21,639] [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]
[2025-09-13 11:35:21,661] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-13 11:43:50,043] [SEDG] [INFO] Epoch:13 || Train Acc@1  67.92 ( 69.50), Train Cla Loss 1.3763e+02 (1.3002e+02)
[2025-09-13 11:44:00,221] [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
[2025-09-13 11:44:00,221] [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]
[2025-09-13 11:44:00,233] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-13 11:52:21,179] [SEDG] [INFO] Epoch:14 || Train Acc@1  70.56 ( 69.82), Train Cla Loss 1.2329e+02 (1.2848e+02)
[2025-09-13 11:52:31,296] [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
[2025-09-13 11:52:31,297] [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]
[2025-09-13 11:52:31,311] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-13 12:01:27,520] [SEDG] [INFO] Epoch:15 || Train Acc@1  71.67 ( 70.05), Train Cla Loss 1.1987e+02 (1.2785e+02)
[2025-09-13 12:01:37,906] [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
[2025-09-13 12:01:37,907] [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]
[2025-09-13 12:01:37,919] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-13 12:10:29,491] [SEDG] [INFO] Epoch:16 || Train Acc@1  70.69 ( 70.07), Train Cla Loss 1.2613e+02 (1.2688e+02)
[2025-09-13 12:10:39,738] [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
[2025-09-13 12:10:39,739] [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]
[2025-09-13 12:10:39,755] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-13 12:18:28,950] [SEDG] [INFO] Epoch:17 || Train Acc@1  68.75 ( 70.35), Train Cla Loss 1.2698e+02 (1.2504e+02)
[2025-09-13 12:18:38,992] [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
[2025-09-13 12:18:38,993] [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]
[2025-09-13 12:18:39,016] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-13 12:26:57,207] [SEDG] [INFO] Epoch:18 || Train Acc@1  73.06 ( 70.41), Train Cla Loss 1.2047e+02 (1.2450e+02)
[2025-09-13 12:27:07,402] [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
[2025-09-13 12:27:07,404] [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]
[2025-09-13 12:27:07,425] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-13 12:35:10,036] [SEDG] [INFO] Epoch:19 || Train Acc@1  70.28 ( 70.70), Train Cla Loss 1.2113e+02 (1.2374e+02)
[2025-09-13 12:35:20,297] [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
[2025-09-13 12:35:20,298] [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]
[2025-09-13 12:35:20,319] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-13 12:43:42,276] [SEDG] [INFO] Epoch:20 || Train Acc@1  70.56 ( 70.85), Train Cla Loss 1.1489e+02 (1.2274e+02)
[2025-09-13 12:43:50,171] [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
[2025-09-13 12:43:50,173] [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]
[2025-09-13 12:43:50,196] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-13 12:52:05,507] [SEDG] [INFO] Epoch:21 || Train Acc@1  69.17 ( 71.29), Train Cla Loss 1.2571e+02 (1.2127e+02)
[2025-09-13 12:52:15,910] [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
[2025-09-13 12:52:15,910] [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]
[2025-09-13 12:52:15,932] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-13 13:01:01,032] [SEDG] [INFO] Epoch:22 || Train Acc@1  70.83 ( 71.22), Train Cla Loss 1.2473e+02 (1.2094e+02)
[2025-09-13 13:01:11,677] [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
[2025-09-13 13:01:11,677] [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]
[2025-09-13 13:01:11,703] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-13 13:11:16,527] [SEDG] [INFO] Epoch:23 || Train Acc@1  72.36 ( 71.63), Train Cla Loss 1.1589e+02 (1.1948e+02)
[2025-09-13 13:11:29,596] [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
[2025-09-13 13:11:29,596] [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]
[2025-09-13 13:11:29,616] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-13 13:21:19,360] [SEDG] [INFO] Epoch:24 || Train Acc@1  72.78 ( 71.56), Train Cla Loss 1.1457e+02 (1.1958e+02)
[2025-09-13 13:21:32,127] [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
[2025-09-13 13:21:32,127] [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]
[2025-09-13 13:21:32,149] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-13 13:31:33,726] [SEDG] [INFO] Epoch:25 || Train Acc@1  70.28 ( 71.78), Train Cla Loss 1.1819e+02 (1.1868e+02)
[2025-09-13 13:31:46,745] [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
[2025-09-13 13:31:46,745] [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]
[2025-09-13 13:31:46,759] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-13 13:41:49,525] [SEDG] [INFO] Epoch:26 || Train Acc@1  73.47 ( 72.15), Train Cla Loss 1.1560e+02 (1.1775e+02)
[2025-09-13 13:42:02,679] [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
[2025-09-13 13:42:02,679] [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]
[2025-09-13 13:42:02,693] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-13 13:51:49,128] [SEDG] [INFO] Epoch:27 || Train Acc@1  72.36 ( 72.32), Train Cla Loss 1.1895e+02 (1.1722e+02)
[2025-09-13 13:52:02,397] [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
[2025-09-13 13:52:02,397] [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]
[2025-09-13 13:52:02,419] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-13 14:01:09,086] [SEDG] [INFO] Epoch:28 || Train Acc@1  74.31 ( 72.59), Train Cla Loss 1.0724e+02 (1.1617e+02)
[2025-09-13 14:01:18,895] [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
[2025-09-13 14:01:18,895] [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]
[2025-09-13 14:01:18,916] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-13 14:09:30,002] [SEDG] [INFO] Epoch:29 || Train Acc@1  73.47 ( 72.62), Train Cla Loss 1.1384e+02 (1.1603e+02)
[2025-09-13 14:09:40,447] [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
[2025-09-13 14:09:40,448] [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]
[2025-09-13 14:09:40,464] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-13 14:17:56,316] [SEDG] [INFO] Epoch:30 || Train Acc@1  74.72 ( 72.74), Train Cla Loss 1.1173e+02 (1.1560e+02)
[2025-09-13 14:18:06,576] [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
[2025-09-13 14:18:06,576] [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]
[2025-09-13 14:18:06,595] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-13 14:26:54,203] [SEDG] [INFO] Epoch:31 || Train Acc@1  72.36 ( 72.96), Train Cla Loss 1.1535e+02 (1.1477e+02)
[2025-09-13 14:27:02,821] [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
[2025-09-13 14:27:02,821] [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]
[2025-09-13 14:27:02,842] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-13 14:35:26,075] [SEDG] [INFO] Epoch:32 || Train Acc@1  73.61 ( 73.00), Train Cla Loss 1.1750e+02 (1.1416e+02)
[2025-09-13 14:35:36,337] [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
[2025-09-13 14:35:36,337] [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]
[2025-09-13 14:35:36,360] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-13 14:44:28,649] [SEDG] [INFO] Epoch:33 || Train Acc@1  69.44 ( 73.04), Train Cla Loss 1.2418e+02 (1.1430e+02)
[2025-09-13 14:44:38,587] [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
[2025-09-13 14:44:38,588] [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]
[2025-09-13 14:44:38,608] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-13 14:52:55,658] [SEDG] [INFO] Epoch:34 || Train Acc@1  74.72 ( 73.31), Train Cla Loss 1.1467e+02 (1.1331e+02)
[2025-09-13 14:53:05,696] [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
[2025-09-13 14:53:05,698] [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]
[2025-09-13 14:53:05,722] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-13 15:02:00,535] [SEDG] [INFO] Epoch:35 || Train Acc@1  72.64 ( 73.52), Train Cla Loss 1.1621e+02 (1.1291e+02)
[2025-09-13 15:02:10,743] [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
[2025-09-13 15:02:10,745] [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]
[2025-09-13 15:02:10,768] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-13 15:10:26,206] [SEDG] [INFO] Epoch:36 || Train Acc@1  73.06 ( 73.44), Train Cla Loss 1.1771e+02 (1.1286e+02)
[2025-09-13 15:10:36,685] [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
[2025-09-13 15:10:36,687] [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]
[2025-09-13 15:10:36,713] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-13 15:18:59,073] [SEDG] [INFO] Epoch:37 || Train Acc@1  72.92 ( 73.59), Train Cla Loss 1.1591e+02 (1.1230e+02)
[2025-09-13 15:19:08,748] [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
[2025-09-13 15:19:08,749] [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]
[2025-09-13 15:19:08,815] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-13 15:27:24,286] [SEDG] [INFO] Epoch:38 || Train Acc@1  74.03 ( 73.65), Train Cla Loss 1.1336e+02 (1.1228e+02)
[2025-09-13 15:27:34,618] [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
[2025-09-13 15:27:34,619] [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]
[2025-09-13 15:27:34,644] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-13 15:35:52,434] [SEDG] [INFO] Epoch:39 || Train Acc@1  75.28 ( 73.73), Train Cla Loss 1.0972e+02 (1.1198e+02)
[2025-09-13 15:36:02,489] [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
[2025-09-13 15:36:02,491] [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]
[2025-09-13 15:36:02,511] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-13 15:43:56,424] [SEDG] [INFO] Epoch:40 || Train Acc@1  71.94 ( 73.76), Train Cla Loss 1.1559e+02 (1.1163e+02)
[2025-09-13 15:44:04,470] [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
[2025-09-13 15:44:04,471] [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]
[2025-09-13 15:44:04,486] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-13 15:51:47,963] [SEDG] [INFO] Epoch:41 || Train Acc@1  75.56 ( 73.88), Train Cla Loss 1.0706e+02 (1.1179e+02)
[2025-09-13 15:51:57,620] [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
[2025-09-13 15:51:57,620] [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]
[2025-09-13 15:51:57,634] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-13 16:01:31,665] [SEDG] [INFO] Epoch:42 || Train Acc@1  71.94 ( 73.94), Train Cla Loss 1.1640e+02 (1.1113e+02)
[2025-09-13 16:01:41,599] [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
[2025-09-13 16:01:41,600] [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]
[2025-09-13 16:01:41,617] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-13 16:10:10,976] [SEDG] [INFO] Epoch:43 || Train Acc@1  74.86 ( 73.69), Train Cla Loss 1.0783e+02 (1.1156e+02)
[2025-09-13 16:10:21,182] [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
[2025-09-13 16:10:21,182] [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]
[2025-09-13 16:10:21,212] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-13 16:18:27,622] [SEDG] [INFO] Epoch:44 || Train Acc@1  75.00 ( 73.81), Train Cla Loss 1.1020e+02 (1.1152e+02)
[2025-09-13 16:18:37,986] [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
[2025-09-13 16:18:37,987] [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]
[2025-09-13 16:18:38,019] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-13 16:26:43,138] [SEDG] [INFO] Epoch:45 || Train Acc@1  74.17 ( 74.13), Train Cla Loss 1.1318e+02 (1.1048e+02)
[2025-09-13 16:26:53,325] [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
[2025-09-13 16:26:53,326] [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]
[2025-09-13 16:26:53,351] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-13 16:35:22,341] [SEDG] [INFO] Epoch:46 || Train Acc@1  74.58 ( 73.95), Train Cla Loss 1.0991e+02 (1.1065e+02)
[2025-09-13 16:35:32,712] [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
[2025-09-13 16:35:32,713] [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]
[2025-09-13 16:35:32,734] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-13 16:43:54,919] [SEDG] [INFO] Epoch:47 || Train Acc@1  74.44 ( 73.93), Train Cla Loss 1.0954e+02 (1.1090e+02)
[2025-09-13 16:44:05,460] [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
[2025-09-13 16:44:05,462] [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]
[2025-09-13 16:44:05,482] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-13 16:52:12,868] [SEDG] [INFO] Epoch:48 || Train Acc@1  77.92 ( 74.04), Train Cla Loss 1.0343e+02 (1.1057e+02)
[2025-09-13 16:52:22,970] [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
[2025-09-13 16:52:22,970] [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]
[2025-09-13 16:52:22,984] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-13 17:00:18,429] [SEDG] [INFO] Epoch:49 || Train Acc@1  73.33 ( 74.34), Train Cla Loss 1.1371e+02 (1.1012e+02)
[2025-09-13 17:00:28,542] [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
[2025-09-13 17:00:28,542] [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]
[2025-09-13 17:00:28,560] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-13 17:00:39,334] [SEDG] [INFO] Val  Acc@1: [69.43888092041016, 68.13627624511719, 64.52906036376953, 86.35907745361328, 76.22868347167969], Val Loss  [0.5707636237861159, 0.5732918522639838, 0.6182313557856068, 0.48962531507075013, 0.5598635096009541]
[2025-09-13 17:00:39,334] [SEDG] [INFO] 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 [0.5958006004153665, 0.5612387226720751, 0.5690059251747016, 0.6176229127670602, 0.48367591308375657, 0.5569027022289537, 0.5934443667516067, 0.5636442077076184, 0.5688971311541474, 0.615937702574486]
[2025-09-13 17:00:39,334] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-13 17:00:39,353] [SEDG] [INFO] Val  Mean&Var: [(69.45861, 1.4895775), (68.16893, 1.4842757), (64.81009, 1.5878332), (86.256096, 1.1513948), (76.320206, 1.4583972)]
[2025-09-13 17:00:39,353] [SEDG] [INFO] Test  Mean&Var: [(69.61996, 1.469509), (69.101036, 1.9033849), (68.31501, 1.3522869), (64.04914, 1.6082562), (87.06502, 1.1344589), (76.137054, 1.0596299), (69.39102, 1.5468032), (68.77289, 1.4413643), (68.41422, 1.2310807), (64.926735, 1.2886726)]
