[2025-08-28 14:59:21,532] [SEDG] [INFO] 
[2025-08-28 14:59:21,533] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-08-28 15:06:08,443] [SEDG] [INFO] Epoch:0 || Train Acc@1  81.67 ( 70.82), Train Cla Loss 1.0239e+02 (2.5989e+02)
[2025-08-28 15:06:08,622] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [95.505615234375, 97.0, 75.82418060302734, 47.619049072265625, 50.0], Val Loss  [0.08633083653416526, 0.11378223448991776, 0.8255699689571674, 3.1644664662224904, 5.440689109620594] || Best Acc@1:73.190
[2025-08-28 15:06:08,622] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [5.875995986315669, 6.913616180419922, 8.3809679934853, 7.8423112233479815]
[2025-08-28 15:06:08,643] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-08-28 15:13:10,672] [SEDG] [INFO] Epoch:1 || Train Acc@1  89.72 ( 87.29), Train Cla Loss 4.2833e+01 (6.1540e+01)
[2025-08-28 15:13:10,815] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [98.87640380859375, 86.0, 62.63736343383789, 47.619049072265625, 50.0], Val Loss  [0.031496601828028645, 0.4880301207304001, 2.5138697178809197, 6.521682341893514, 8.440175204049973] || Best Acc@1:73.190
[2025-08-28 15:13:10,815] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [8.796609859077298, 10.04475869072808, 12.016800729851974, 11.830689748128256]
[2025-08-28 15:13:10,834] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-08-28 15:19:47,501] [SEDG] [INFO] Epoch:2 || Train Acc@1  95.56 ( 92.13), Train Cla Loss 2.4342e+01 (3.8468e+01)
[2025-08-28 15:19:47,726] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.06779761604043875, 0.8889012932777405, 3.6764930421179467, 7.997299217042469, 9.86335327511742] || Best Acc@1:73.190
[2025-08-28 15:19:47,726] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [10.257353685340103, 11.747679074605307, 14.23628044128418, 14.172281265258789]
[2025-08-28 15:19:47,780] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-08-28 15:26:21,922] [SEDG] [INFO] Epoch:3 || Train Acc@1  95.00 ( 94.58), Train Cla Loss 2.2440e+01 (2.6172e+01)
[2025-08-28 15:26:22,060] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [98.87640380859375, 88.0, 63.73626708984375, 47.619049072265625, 50.0], Val Loss  [0.018525827529557636, 0.697510689496994, 3.5354928996536756, 8.480217445464362, 10.09362758908953] || Best Acc@1:73.190
[2025-08-28 15:26:22,061] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [10.55132009545151, 12.10858122507731, 14.678298347874692, 14.53213628133138]
[2025-08-28 15:26:22,077] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-08-28 15:33:17,401] [SEDG] [INFO] Epoch:4 || Train Acc@1  96.67 ( 95.98), Train Cla Loss 1.3788e+01 (1.9164e+01)
[2025-08-28 15:33:17,582] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [98.87640380859375, 87.0, 63.73626708984375, 47.619049072265625, 50.0], Val Loss  [0.028872709331531705, 0.8371368944644928, 4.089197905509026, 9.425122238340832, 10.733594485691615] || Best Acc@1:73.190
[2025-08-28 15:33:17,582] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [11.125642153681541, 12.749725235833061, 15.462204632006193, 15.25600560506185]
[2025-08-28 15:33:17,619] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-08-28 15:40:08,693] [SEDG] [INFO] Epoch:5 || Train Acc@1  98.33 ( 96.82), Train Cla Loss 9.1584e+00 (1.5179e+01)
[2025-08-28 15:40:08,867] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [98.87640380859375, 87.0, 63.73626708984375, 47.619049072265625, 50.0], Val Loss  [0.02641001022473145, 0.8556178510189056, 4.248717124645527, 9.75617365610032, 10.536580608004616] || Best Acc@1:73.190
[2025-08-28 15:40:08,867] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [10.731335970820213, 12.23687383863661, 14.830395648353978, 14.39612865447998]
[2025-08-28 15:40:08,888] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-08-28 15:46:56,579] [SEDG] [INFO] Epoch:6 || Train Acc@1  96.67 ( 97.41), Train Cla Loss 1.5331e+01 (1.2741e+01)
[2025-08-28 15:46:56,701] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [97.7528076171875, 87.0, 63.73626708984375, 47.619049072265625, 50.0], Val Loss  [0.04477825281576494, 0.9693602621555328, 4.392116216512827, 9.407528423127674, 9.697459005174183] || Best Acc@1:73.190
[2025-08-28 15:46:56,701] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [9.88790578258281, 11.256036864386665, 13.599348269010845, 12.94045607248942]
[2025-08-28 15:46:56,719] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-08-28 15:53:58,041] [SEDG] [INFO] Epoch:7 || Train Acc@1  98.89 ( 97.72), Train Cla Loss 7.6682e+00 (1.1092e+01)
[2025-08-28 15:53:58,172] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [96.62921142578125, 86.0, 62.63736343383789, 47.619049072265625, 50.0], Val Loss  [0.0905901828173841, 1.1441394686698914, 4.832376328143445, 10.081546374729701, 9.836291653769356] || Best Acc@1:73.190
[2025-08-28 15:53:58,173] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [9.946813233044683, 11.276532914903429, 13.60717110884817, 12.770053227742514]
[2025-08-28 15:53:58,195] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-08-28 16:00:50,999] [SEDG] [INFO] Epoch:8 || Train Acc@1  97.50 ( 97.84), Train Cla Loss 1.5068e+01 (1.0473e+01)
[2025-08-28 16:00:51,147] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [98.87640380859375, 88.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.017972920205067383, 0.7377040684223175, 3.8288141921326355, 8.876300130571638, 8.6771453221639] || Best Acc@1:73.190
[2025-08-28 16:00:51,147] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [8.781194336560308, 9.8706177605523, 11.86776648069683, 10.73149045308431]
[2025-08-28 16:00:51,171] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-08-28 16:08:01,483] [SEDG] [INFO] Epoch:9 || Train Acc@1  98.06 ( 98.23), Train Cla Loss 9.2792e+00 (8.9181e+00)
[2025-08-28 16:08:01,627] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [98.87640380859375, 89.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.021183168609741697, 0.7067964971065521, 3.754955522306673, 8.6282958984375, 7.722097442263649] || Best Acc@1:73.190
[2025-08-28 16:08:01,628] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.639209572149783, 8.505575180053711, 10.289110133522435, 8.93874454498291]
[2025-08-28 16:08:01,650] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-08-28 16:16:01,169] [SEDG] [INFO] Epoch:10 || Train Acc@1  97.78 ( 98.24), Train Cla Loss 1.0913e+01 (8.6942e+00)
[2025-08-28 16:16:01,685] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [97.7528076171875, 87.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.05533120856820501, 0.8904904723167419, 4.17840742278885, 9.058152868634178, 7.930988220941453] || Best Acc@1:73.190
[2025-08-28 16:16:01,688] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.769795193964121, 8.623809496561686, 10.437729283383018, 9.20827865600586]
[2025-08-28 16:16:01,769] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-08-28 16:23:19,550] [SEDG] [INFO] Epoch:11 || Train Acc@1  99.44 ( 98.49), Train Cla Loss 2.9985e+00 (7.4845e+00)
[2025-08-28 16:23:19,750] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [97.7528076171875, 88.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.05529368160904177, 0.8696562647819519, 4.190972663544037, 9.028897762298584, 7.448988789603824] || Best Acc@1:73.190
[2025-08-28 16:23:19,751] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.215174811226981, 8.013334221310085, 9.707094694438734, 8.344074408213297]
[2025-08-28 16:23:19,773] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-08-28 16:30:18,296] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.61 ( 98.52), Train Cla Loss 9.4407e+00 (7.4602e+00)
[2025-08-28 16:30:18,467] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [97.7528076171875, 89.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.029975345128037956, 0.7069505155086517, 3.65878140271365, 8.497289725712367, 7.948695262273152] || Best Acc@1:73.190
[2025-08-28 16:30:18,467] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.899093851751211, 8.925206184387207, 10.858938769290322, 9.585683345794678]
[2025-08-28 16:30:18,493] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-08-28 16:37:15,023] [SEDG] [INFO] Epoch:13 || Train Acc@1  98.61 ( 98.65), Train Cla Loss 5.1219e+00 (6.6363e+00)
[2025-08-28 16:37:15,142] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [97.7528076171875, 88.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.044149697789650284, 0.8191855847835541, 4.043186868940081, 8.883211272103447, 7.464592604410081] || Best Acc@1:73.190
[2025-08-28 16:37:15,142] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.254412943003129, 8.066999117533365, 9.774566550003854, 8.13643741607666]
[2025-08-28 16:37:15,158] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-08-28 16:44:10,231] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.33 ( 98.57), Train Cla Loss 8.6138e+00 (7.3178e+00)
[2025-08-28 16:44:10,480] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [100.0, 92.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.005920562504011133, 0.49794891476631165, 2.9944226165394205, 7.472970201855614, 6.915099359693981] || Best Acc@1:73.190
[2025-08-28 16:44:10,480] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.679932866777692, 7.372354401482476, 8.80190490421496, 7.280640920003255]
[2025-08-28 16:44:10,498] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-08-28 16:51:00,293] [SEDG] [INFO] Epoch:15 || Train Acc@1  98.89 ( 98.68), Train Cla Loss 4.7853e+00 (6.5772e+00)
[2025-08-28 16:51:00,426] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [97.7528076171875, 89.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.03137576693062032, 0.7451654076576233, 3.846988387160249, 8.751228173573812, 7.601824715023949] || Best Acc@1:73.190
[2025-08-28 16:51:00,427] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.2403322336625076, 7.890106783972846, 9.45847877703215, 7.981172243754069]
[2025-08-28 16:51:00,443] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-08-28 16:57:54,134] [SEDG] [INFO] Epoch:16 || Train Acc@1  98.33 ( 98.71), Train Cla Loss 7.4134e+00 (6.4795e+00)
[2025-08-28 16:57:54,391] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [100.0, 92.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.005716259375455256, 0.5409370064735413, 3.1655168192727223, 7.896001861208961, 7.328237113498506] || Best Acc@1:73.190
[2025-08-28 16:57:54,392] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.107538505476349, 7.844416830274794, 9.395054516039396, 7.655950546264648]
[2025-08-28 16:57:54,442] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-08-28 17:04:52,662] [SEDG] [INFO] Epoch:17 || Train Acc@1  97.78 ( 98.89), Train Cla Loss 8.2505e+00 (5.6338e+00)
[2025-08-28 17:04:52,794] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [97.7528076171875, 89.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.03680318148199762, 0.7557833194732666, 3.773795489426498, 8.386175450824556, 7.049288806461153] || Best Acc@1:73.190
[2025-08-28 17:04:52,794] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.7176578385489325, 7.371796502007379, 8.858806760687576, 6.948028405507405]
[2025-08-28 17:04:52,834] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-08-28 17:11:49,991] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.17 ( 98.92), Train Cla Loss 4.5871e+00 (5.3787e+00)
[2025-08-28 17:11:50,138] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [100.0, 92.0, 71.42857360839844, 47.619049072265625, 50.0], Val Loss  [0.005366089721105658, 0.5209549814462662, 3.089439732687814, 7.758195797602336, 6.897207362311227] || Best Acc@1:73.190
[2025-08-28 17:11:50,138] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.6418803662669905, 7.322488784790039, 8.813347615693745, 6.725808620452881]
[2025-08-28 17:11:50,158] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-08-28 17:18:40,574] [SEDG] [INFO] Epoch:19 || Train Acc@1  99.72 ( 99.05), Train Cla Loss 1.7681e+00 (4.8367e+00)
[2025-08-28 17:18:40,719] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [100.0, 93.0, 76.92308044433594, 47.619049072265625, 50.0], Val Loss  [0.008735860108000258, 0.35602778755128384, 2.50709238419166, 6.754721482594808, 6.480452662422543] || Best Acc@1:73.508
[2025-08-28 17:18:40,719] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.37857706692754, 7.126097467210558, 8.626458895833869, 6.395488103230794]
[2025-08-28 17:18:40,736] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-08-28 17:25:25,142] [SEDG] [INFO] Epoch:20 || Train Acc@1  98.33 ( 98.98), Train Cla Loss 9.5380e+00 (5.0175e+00)
[2025-08-28 17:25:25,291] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [98.87640380859375, 92.0, 69.23077392578125, 47.619049072265625, 50.0], Val Loss  [0.013054709772977015, 0.6191961318254471, 3.2882248019124125, 7.669096776417324, 6.6031802381787985] || Best Acc@1:73.508
[2025-08-28 17:25:25,291] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.393071680652852, 7.149729516771105, 8.657408613907663, 6.592204888661702]
[2025-08-28 17:25:25,328] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-08-28 17:32:22,734] [SEDG] [INFO] Epoch:21 || Train Acc@1  99.17 ( 99.00), Train Cla Loss 4.3304e+00 (4.9488e+00)
[2025-08-28 17:32:23,009] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [95.505615234375, 87.0, 64.83516693115234, 47.619049072265625, 50.0], Val Loss  [0.13930866576396347, 1.0861414074897766, 4.500605462671636, 9.122063250768752, 7.641103540148054] || Best Acc@1:73.508
[2025-08-28 17:32:23,011] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.210221368439344, 7.873448901706272, 9.451415463497764, 7.751389662424724]
[2025-08-28 17:32:23,052] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-08-28 17:39:09,159] [SEDG] [INFO] Epoch:22 || Train Acc@1  98.33 ( 98.97), Train Cla Loss 8.3612e+00 (5.2880e+00)
[2025-08-28 17:39:09,415] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [96.62921142578125, 88.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.08741958514693078, 0.8517088890075684, 3.74091390987019, 7.843476454416911, 6.625788915724981] || Best Acc@1:73.508
[2025-08-28 17:39:09,416] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.346766170190305, 6.954592969682482, 8.290522424798263, 6.329976399739583]
[2025-08-28 17:39:09,454] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-08-28 17:45:52,028] [SEDG] [INFO] Epoch:23 || Train Acc@1  99.44 ( 99.01), Train Cla Loss 3.1318e+00 (4.8957e+00)
[2025-08-28 17:45:52,160] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [98.87640380859375, 92.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.014464960821048785, 0.5833092108368874, 2.9746738423357955, 6.926766236623128, 6.392081385567074] || Best Acc@1:73.508
[2025-08-28 17:45:52,160] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.2885473212417295, 7.0149275461832685, 8.412599287535015, 6.25218407313029]
[2025-08-28 17:45:52,181] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-08-28 17:52:40,317] [SEDG] [INFO] Epoch:24 || Train Acc@1  98.61 ( 99.11), Train Cla Loss 4.7336e+00 (4.4362e+00)
[2025-08-28 17:52:40,526] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [100.0, 92.0, 72.52747344970703, 47.619049072265625, 50.0], Val Loss  [0.0035916507758168774, 0.48296765983104706, 2.7506892812121047, 6.759236097335815, 6.144660824821109] || Best Acc@1:73.508
[2025-08-28 17:52:40,527] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.151056805435492, 6.965466923183865, 8.388554924412778, 6.077173233032227]
[2025-08-28 17:52:40,558] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-08-28 17:59:44,658] [SEDG] [INFO] Epoch:25 || Train Acc@1  99.72 ( 99.13), Train Cla Loss 2.7954e+00 (4.3839e+00)
[2025-08-28 17:59:44,932] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [96.62921142578125, 87.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.10211308635352703, 0.9406921863555908, 3.997679794227684, 8.488439400990805, 7.612831297374907] || Best Acc@1:73.508
[2025-08-28 17:59:44,933] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [7.256389306516064, 7.968952920701769, 9.406318915517707, 7.5681149164835615]
[2025-08-28 17:59:45,008] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-08-28 18:06:29,020] [SEDG] [INFO] Epoch:26 || Train Acc@1  99.44 ( 99.13), Train Cla Loss 2.8459e+00 (4.5186e+00)
[2025-08-28 18:06:29,178] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [98.87640380859375, 90.0, 69.23077392578125, 47.619049072265625, 50.0], Val Loss  [0.024673659542805693, 0.6220043003559113, 3.0493926189757965, 7.010154020218622, 6.720147609710693] || Best Acc@1:73.508
[2025-08-28 18:06:29,179] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.632032053811209, 7.424151950412327, 8.78393248507851, 6.549552281697591]
[2025-08-28 18:06:29,202] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-08-28 18:13:29,413] [SEDG] [INFO] Epoch:27 || Train Acc@1  99.72 ( 99.12), Train Cla Loss 1.1957e+00 (4.5594e+00)
[2025-08-28 18:13:29,570] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [98.87640380859375, 92.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.021915053572045283, 0.5460987091064453, 2.756212601294884, 6.5224318617866155, 6.684861489704677] || Best Acc@1:73.508
[2025-08-28 18:13:29,570] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.756193929789018, 7.644909858703613, 9.150055885314941, 6.77714729309082]
[2025-08-28 18:13:29,604] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-08-28 18:20:23,118] [SEDG] [INFO] Epoch:28 || Train Acc@1  99.44 ( 99.23), Train Cla Loss 2.1557e+00 (3.9456e+00)
[2025-08-28 18:20:23,279] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [98.87640380859375, 92.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.024854565821483397, 0.5946690738201141, 2.8416543164096035, 6.187631561642601, 5.310466845830281] || Best Acc@1:73.508
[2025-08-28 18:20:23,283] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [5.489162600770289, 6.266526169247097, 7.268526955654747, 4.686494509379069]
[2025-08-28 18:20:23,322] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-08-28 18:27:15,495] [SEDG] [INFO] Epoch:29 || Train Acc@1  98.89 ( 99.25), Train Cla Loss 8.2576e+00 (3.9550e+00)
[2025-08-28 18:27:15,687] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [100.0, 92.0, 72.52747344970703, 47.619049072265625, 50.0], Val Loss  [0.006313990448402722, 0.4682987183332443, 2.4943317843007518, 5.67161090033395, 5.17819821266901] || Best Acc@1:73.508
[2025-08-28 18:27:15,687] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [5.558104515075684, 6.4538792504204645, 7.555666647459331, 4.96582047144572]
[2025-08-28 18:27:15,739] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-08-28 18:34:21,070] [SEDG] [INFO] Epoch:30 || Train Acc@1  99.72 ( 99.28), Train Cla Loss 7.4175e-01 (3.6243e+00)
[2025-08-28 18:34:21,206] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [98.87640380859375, 92.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.018326558053998403, 0.5310656726360321, 2.6238442541478753, 5.660629306520734, 5.172714835121518] || Best Acc@1:73.508
[2025-08-28 18:34:21,207] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [5.590710211773308, 6.518698692321777, 7.638008544319554, 4.81826639175415]
[2025-08-28 18:34:21,231] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-08-28 18:41:08,951] [SEDG] [INFO] Epoch:31 || Train Acc@1  98.06 ( 99.22), Train Cla Loss 8.1546e+00 (3.9489e+00)
[2025-08-28 18:41:09,078] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [100.0, 93.0, 76.92308044433594, 47.619049072265625, 50.0], Val Loss  [0.0030135816235220833, 0.3515118211507797, 2.1154597303369544, 4.744593256995792, 4.478751977284749] || Best Acc@1:73.508
[2025-08-28 18:41:09,079] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [4.724206097271978, 5.300862020916409, 6.005011182082327, 3.5602754751841226]
[2025-08-28 18:41:09,135] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-08-28 18:48:06,724] [SEDG] [INFO] Epoch:32 || Train Acc@1  99.44 ( 99.19), Train Cla Loss 4.5488e+00 (4.1616e+00)
[2025-08-28 18:48:06,867] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [100.0, 92.0, 76.92308044433594, 47.619049072265625, 50.0], Val Loss  [0.0051224528121228295, 0.42198050022125244, 2.2600511613782945, 4.781296502976191, 4.127818028132121] || Best Acc@1:73.508
[2025-08-28 18:48:06,867] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 56.0], Test Loss [4.300321588710863, 4.8001706335279675, 5.429716612163343, 2.997847636540731]
[2025-08-28 18:48:06,918] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-08-28 18:54:46,105] [SEDG] [INFO] Epoch:33 || Train Acc@1  99.17 ( 99.28), Train Cla Loss 5.2038e+00 (3.6810e+00)
[2025-08-28 18:54:46,287] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [100.0, 92.0, 75.82418060302734, 47.619049072265625, 50.0], Val Loss  [0.006059042340291016, 0.4437575191259384, 2.2843302003629913, 4.420820730073111, 2.967771257672991] || Best Acc@1:73.508
[2025-08-28 18:54:46,287] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 64.0], Test Loss [3.036242558031666, 3.4718910853068032, 3.915511407350239, 1.6939785480499268]
[2025-08-28 18:54:46,321] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-08-28 19:01:28,637] [SEDG] [INFO] Epoch:34 || Train Acc@1  98.89 ( 99.26), Train Cla Loss 3.6580e+00 (3.9372e+00)
[2025-08-28 19:01:28,797] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [98.87640380859375, 92.0, 75.82418060302734, 47.619049072265625, 50.0], Val Loss  [0.018878477363941375, 0.45205795764923096, 2.1766035831891575, 4.653501499266851, 4.2700367371241255] || Best Acc@1:73.508
[2025-08-28 19:01:28,797] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [4.450684693394875, 4.997545772128635, 5.612379550933838, 3.2741500536600747]
[2025-08-28 19:01:28,852] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-08-28 19:08:17,467] [SEDG] [INFO] Epoch:35 || Train Acc@1 100.00 ( 99.31), Train Cla Loss 1.0964e+00 (3.5748e+00)
[2025-08-28 19:08:17,712] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [98.87640380859375, 92.0, 75.82418060302734, 47.619049072265625, 50.0], Val Loss  [0.017079773984242524, 0.41830819845199585, 2.0086981857215966, 4.160235331172035, 3.8115289835702804] || Best Acc@1:73.508
[2025-08-28 19:08:17,726] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 57.333335876464844], Test Loss [3.835291774905458, 4.223991658952501, 4.65039052461323, 2.4987450440724692]
[2025-08-28 19:08:17,762] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-08-28 19:14:49,211] [SEDG] [INFO] Epoch:36 || Train Acc@1  98.61 ( 99.19), Train Cla Loss 5.2670e+00 (4.0251e+00)
[2025-08-28 19:14:49,433] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [97.7528076171875, 92.0, 74.72527313232422, 47.619049072265625, 50.0], Val Loss  [0.0269797959553308, 0.47206709533929825, 2.1160058294023787, 4.409888681911287, 4.423152923583984] || Best Acc@1:73.508
[2025-08-28 19:14:49,433] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [4.600048230618847, 5.156815793779161, 5.741016889873304, 3.545372486114502]
[2025-08-28 19:14:49,510] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-08-28 19:21:26,884] [SEDG] [INFO] Epoch:37 || Train Acc@1  98.89 ( 99.38), Train Cla Loss 5.2126e+00 (3.1928e+00)
[2025-08-28 19:21:27,147] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [98.87640380859375, 92.0, 75.82418060302734, 47.619049072265625, 50.0], Val Loss  [0.01994857568754239, 0.42473891377449036, 1.9158771247654172, 3.519183624358404, 2.888632689203535] || Best Acc@1:73.508
[2025-08-28 19:21:27,152] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 64.0], Test Loss [3.1475943789190177, 3.6060652467939587, 4.032498861614027, 1.8861924807230632]
[2025-08-28 19:21:27,176] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-08-28 19:28:30,189] [SEDG] [INFO] Epoch:38 || Train Acc@1  99.44 ( 99.21), Train Cla Loss 1.8343e+00 (4.0506e+00)
[2025-08-28 19:28:30,510] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [100.0, 95.0, 80.21977996826172, 51.19047546386719, 50.0], Val Loss  [0.0027664974462659505, 0.28669122606515884, 1.6253204057504842, 3.6891020252591087, 4.273353451774234] || Best Acc@1:75.282
[2025-08-28 19:28:30,510] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 56.0], Test Loss [4.826698507581439, 5.687039852142334, 6.511107520053261, 3.8409273624420166]
[2025-08-28 19:28:30,540] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-08-28 19:35:34,556] [SEDG] [INFO] Epoch:39 || Train Acc@1  98.61 ( 99.25), Train Cla Loss 5.6527e+00 (3.9270e+00)
[2025-08-28 19:35:34,692] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [98.87640380859375, 92.0, 74.72527313232422, 47.619049072265625, 50.0], Val Loss  [0.013241258677123951, 0.48991720378398895, 2.281614350748586, 5.296915360859463, 6.069113311313448] || Best Acc@1:75.282
[2025-08-28 19:35:34,692] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.234639518114985, 7.002594153086345, 8.004175135963841, 5.343550841013591]
[2025-08-28 19:35:34,732] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-08-28 19:42:35,338] [SEDG] [INFO] Epoch:40 || Train Acc@1  99.44 ( 99.29), Train Cla Loss 1.8263e+00 (3.6147e+00)
[2025-08-28 19:42:35,578] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [97.7528076171875, 90.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.04223358497191011, 0.5934472382068634, 2.5560912247542498, 5.709334680012295, 6.316363550367809] || Best Acc@1:75.282
[2025-08-28 19:42:35,581] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [6.372274009548888, 7.092527919345432, 8.061634214300858, 5.301897048950195]
[2025-08-28 19:42:35,627] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-08-28 19:49:19,944] [SEDG] [INFO] Epoch:41 || Train Acc@1 100.00 ( 99.47), Train Cla Loss 8.6373e-01 (2.7594e+00)
[2025-08-28 19:49:20,176] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [100.0, 92.0, 79.12088012695312, 51.19047546386719, 50.0], Val Loss  [0.006704120357845272, 0.3463926762342453, 1.664413407608703, 3.3715654554821195, 3.1532929681596302] || Best Acc@1:75.282
[2025-08-28 19:49:20,176] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 64.0], Test Loss [3.3025453869177372, 3.796869330936008, 4.295936622117695, 2.034069379170736]
[2025-08-28 19:49:20,228] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-08-28 19:56:21,182] [SEDG] [INFO] Epoch:42 || Train Acc@1  99.72 ( 99.29), Train Cla Loss 1.0913e+00 (3.6573e+00)
[2025-08-28 19:56:21,533] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [100.0, 95.0, 80.21977996826172, 51.19047546386719, 50.0], Val Loss  [0.003099973700689466, 0.2536715790629387, 1.3208523517126565, 2.7158617803028653, 2.896934685252962] || Best Acc@1:75.282
[2025-08-28 19:56:21,541] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 64.0], Test Loss [3.2172997970970307, 3.7804289393954806, 4.28017668975027, 1.9524284203847249]
[2025-08-28 19:56:21,603] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-08-28 20:03:27,747] [SEDG] [INFO] Epoch:43 || Train Acc@1  99.17 ( 99.47), Train Cla Loss 4.4127e+00 (2.5604e+00)
[2025-08-28 20:03:28,041] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [100.0, 95.0, 80.21977996826172, 53.57143020629883, 71.42857360839844], Val Loss  [0.0038761558414049696, 0.18617336079478264, 1.0376226941307822, 1.5101293155125208, 0.8979156670116243] || Best Acc@1:80.044
[2025-08-28 20:03:28,041] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [74.48979187011719, 67.77777862548828, 66.3157958984375, 90.66667175292969], Test Loss [1.2384531473626896, 1.362400770187378, 1.2643433495571739, 0.22238245606422424]
[2025-08-28 20:03:28,084] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-08-28 20:10:10,042] [SEDG] [INFO] Epoch:44 || Train Acc@1  99.72 ( 99.38), Train Cla Loss 1.0605e+00 (3.2773e+00)
[2025-08-28 20:10:10,308] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [100.0, 95.0, 80.21977996826172, 53.57143020629883, 50.0], Val Loss  [0.00408190649442291, 0.18642770498991013, 1.0403233897555006, 1.8234496542385645, 2.3685220934095836] || Best Acc@1:80.044
[2025-08-28 20:10:10,308] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [58.163265228271484, 54.4444465637207, 49.47368621826172, 68.0], Test Loss [2.9180185308261795, 3.5404302808973522, 4.000670006400661, 1.620728572209676]
[2025-08-28 20:10:10,340] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-08-28 20:17:01,447] [SEDG] [INFO] Epoch:45 || Train Acc@1  99.44 ( 99.47), Train Cla Loss 1.6956e+00 (2.6143e+00)
[2025-08-28 20:17:01,693] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [100.0, 95.0, 80.21977996826172, 51.19047546386719, 50.0], Val Loss  [0.003029668428987432, 0.2576199248433113, 1.313333035825373, 2.4013531037739346, 2.0562748596781777] || Best Acc@1:80.044
[2025-08-28 20:17:01,693] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [57.14285659790039, 58.88888931274414, 50.52631759643555, 72.0], Test Loss [2.1934724437947177, 2.5000878175099692, 2.6879640378450094, 0.8855382601420084]
[2025-08-28 20:17:01,719] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-08-28 20:23:39,146] [SEDG] [INFO] Epoch:46 || Train Acc@1  99.72 ( 99.44), Train Cla Loss 1.5099e+00 (2.6630e+00)
[2025-08-28 20:23:39,508] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [100.0, 95.0, 80.21977996826172, 51.19047546386719, 50.0], Val Loss  [0.002728160685242227, 0.21519847214221954, 1.217494324013427, 2.5308686097462973, 2.5808867613474527] || Best Acc@1:80.044
[2025-08-28 20:23:39,508] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 68.0], Test Loss [2.784299237387521, 3.298937373691135, 3.710387054242586, 1.5119333267211914]
[2025-08-28 20:23:39,545] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-08-28 20:30:34,967] [SEDG] [INFO] Epoch:47 || Train Acc@1  98.89 ( 99.45), Train Cla Loss 3.0281e+00 (2.9111e+00)
[2025-08-28 20:30:35,100] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [100.0, 95.0, 80.21977996826172, 52.38095474243164, 50.0], Val Loss  [0.0038990748214294737, 0.2201283797621727, 1.1254148129578476, 2.0662201245625815, 1.6897656945955186] || Best Acc@1:80.044
[2025-08-28 20:30:35,100] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [63.26530456542969, 60.0, 53.68421173095703, 80.0], Test Loss [1.7174568005970545, 1.89183595445421, 1.9126965999603271, 0.4490773181120555]
[2025-08-28 20:30:35,139] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-08-28 20:36:59,741] [SEDG] [INFO] Epoch:48 || Train Acc@1  99.72 ( 99.48), Train Cla Loss 6.4239e-01 (2.6368e+00)
[2025-08-28 20:37:00,014] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [98.87640380859375, 93.0, 80.21977996826172, 51.19047546386719, 50.0], Val Loss  [0.014743945072143433, 0.29266480542719364, 1.306235135256589, 2.2581486588432673, 1.814318231173924] || Best Acc@1:80.044
[2025-08-28 20:37:00,014] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [62.244895935058594, 58.88888931274414, 51.578948974609375, 76.0], Test Loss [1.8886618103299821, 2.1795195473564997, 2.2891503760689185, 0.6166097720464071]
[2025-08-28 20:37:00,056] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-08-28 20:43:27,970] [SEDG] [INFO] Epoch:49 || Train Acc@1  99.44 ( 99.41), Train Cla Loss 2.2019e+00 (3.0967e+00)
[2025-08-28 20:43:28,155] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [94.38202667236328, 86.0, 67.03296661376953, 47.619049072265625, 50.0], Val Loss  [0.2509946386131008, 0.8781298995018005, 2.707827243176135, 4.327241386686053, 3.8127699125380743] || Best Acc@1:80.044
[2025-08-28 20:43:28,155] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 62.66666793823242], Test Loss [3.7265207329574896, 4.2576835950215655, 4.776528458846243, 2.2823012669881186]
[2025-08-28 20:43:28,189] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-08-28 20:43:28,349] [SEDG] [INFO] Val  Acc@1: [100.0, 95.0, 80.21977996826172, 53.57143020629883, 71.42857360839844], Val Loss  [0.0038761560127578594, 0.18617334961891174, 1.037622793690189, 1.5101293268657865, 0.8979157110055288]
[2025-08-28 20:43:28,350] [SEDG] [INFO] Test  Acc@1: [74.48979187011719, 67.77777862548828, 66.3157958984375, 90.66667175292969], Test Loss [1.2384531814224866, 1.3624008629057143, 1.2643437573784275, 0.2223824659983317]
[2025-08-28 20:43:28,350] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-08-28 20:43:28,352] [SEDG] [INFO] Val  Mean&Var: [(100.0, 0.0), (95.0, 2.1213188), (80.68292, 3.311329), (52.52941, 3.8682919), (71.76471, 1.2478352)]
[2025-08-28 20:43:28,352] [SEDG] [INFO] Test  Mean&Var: [(74.45833, 1.0901241), (67.5, 1.767767), (66.333336, 0.23570442), (90.0, 1.4142132)]
