[2025-09-04 14:47:45,099] [SEDG] [INFO] 
[2025-09-04 14:47:45,099] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-04 14:47:59,281] [SEDG] [INFO] Epoch:0 || Train Acc@1  60.28 ( 55.32), Train Cla Loss 2.0341e+02 (5.6260e+02)
[2025-09-04 14:47:59,472] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [75.28089904785156, 87.0, 87.9120864868164, 51.19047546386719, 50.0], Val Loss  [0.5019679866480024, 0.46496281027793884, 0.4196682510140178, 0.6904162693591345, 0.9986673806394849] || Best Acc@1:70.277
[2025-09-04 14:47:59,472] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.0735526097064116, 1.2561036745707195, 1.526876079408746, 1.4192617734273274]
[2025-09-04 14:47:59,488] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-04 14:48:09,225] [SEDG] [INFO] Epoch:1 || Train Acc@1  65.00 ( 61.19), Train Cla Loss 1.5964e+02 (1.8214e+02)
[2025-09-04 14:48:09,451] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [92.13483428955078, 96.0, 82.41758728027344, 47.619049072265625, 50.0], Val Loss  [0.405360255683406, 0.3679158687591553, 0.4154276736490019, 0.8629555120354607, 1.2893412028040205] || Best Acc@1:73.634
[2025-09-04 14:48:09,451] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.3390806913375854, 1.5111217101414998, 1.800298621779994, 1.777891715367635]
[2025-09-04 14:48:09,471] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-04 14:48:18,421] [SEDG] [INFO] Epoch:2 || Train Acc@1  66.94 ( 64.36), Train Cla Loss 1.5221e+02 (1.5625e+02)
[2025-09-04 14:48:18,578] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [95.505615234375, 95.0, 74.72527313232422, 47.619049072265625, 50.0], Val Loss  [0.3585676718293951, 0.3641403615474701, 0.47577113175130153, 0.9534138526235308, 1.289717694123586] || Best Acc@1:73.634
[2025-09-04 14:48:18,579] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.3211467217425912, 1.4634667502509222, 1.756872064188907, 1.720693866411845]
[2025-09-04 14:48:18,609] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-04 14:48:27,511] [SEDG] [INFO] Epoch:3 || Train Acc@1  67.50 ( 66.54), Train Cla Loss 1.3459e+02 (1.4228e+02)
[2025-09-04 14:48:27,636] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [95.505615234375, 94.0, 70.32967376708984, 47.619049072265625, 50.0], Val Loss  [0.34401221623581446, 0.3753741681575775, 0.5058598623170958, 0.9251945047151475, 1.1946518932070052] || Best Acc@1:73.634
[2025-09-04 14:48:27,636] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.2183091908085102, 1.361233737733629, 1.640376047084206, 1.5801820357640584]
[2025-09-04 14:48:27,657] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-04 14:48:37,100] [SEDG] [INFO] Epoch:4 || Train Acc@1  69.17 ( 68.32), Train Cla Loss 1.2890e+02 (1.3440e+02)
[2025-09-04 14:48:37,228] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [100.0, 90.0, 65.93406677246094, 47.619049072265625, 50.0], Val Loss  [0.31931689247656403, 0.37943030893802643, 0.537956260062836, 1.035558134317398, 1.3609767300742013] || Best Acc@1:73.634
[2025-09-04 14:48:37,228] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.3634624140603202, 1.5069401661554973, 1.8158137861051058, 1.7949257691701253]
[2025-09-04 14:48:37,245] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-04 14:48:46,465] [SEDG] [INFO] Epoch:5 || Train Acc@1  69.44 ( 69.78), Train Cla Loss 1.2655e+02 (1.2736e+02)
[2025-09-04 14:48:46,591] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [100.0, 88.0, 61.5384635925293, 47.619049072265625, 50.0], Val Loss  [0.2878349838631876, 0.3671623319387436, 0.5687591151876764, 1.1353139934085665, 1.5089808702468872] || Best Acc@1:73.634
[2025-09-04 14:48:46,591] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.506436087647263, 1.656762613190545, 1.9836808443069458, 2.003516952196757]
[2025-09-04 14:48:46,609] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-04 14:48:55,722] [SEDG] [INFO] Epoch:6 || Train Acc@1  71.94 ( 70.93), Train Cla Loss 1.1405e+02 (1.2219e+02)
[2025-09-04 14:48:55,941] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [98.87640380859375, 87.0, 61.5384635925293, 47.619049072265625, 50.0], Val Loss  [0.27720026119371477, 0.36236128211021423, 0.5814270147910485, 1.186603960536775, 1.5938280934379214] || Best Acc@1:73.634
[2025-09-04 14:48:55,941] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.5814129698033235, 1.741395076115926, 2.089650028630307, 2.1487948099772134]
[2025-09-04 14:48:55,958] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-04 14:49:04,925] [SEDG] [INFO] Epoch:7 || Train Acc@1  70.83 ( 71.56), Train Cla Loss 1.0993e+02 (1.1845e+02)
[2025-09-04 14:49:05,166] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [98.87640380859375, 87.0, 61.5384635925293, 47.619049072265625, 50.0], Val Loss  [0.25412208963645977, 0.34361208975315094, 0.5934291992868695, 1.2276476820309956, 1.6435875864255995] || Best Acc@1:73.634
[2025-09-04 14:49:05,166] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.6468367138687445, 1.8297487762239244, 2.2038025291342485, 2.274625778198242]
[2025-09-04 14:49:05,185] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-04 14:49:14,298] [SEDG] [INFO] Epoch:8 || Train Acc@1  71.39 ( 72.57), Train Cla Loss 1.2307e+02 (1.1405e+02)
[2025-09-04 14:49:14,495] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [98.87640380859375, 86.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2673682821600625, 0.35985811054706573, 0.6355637370885073, 1.2713833593186878, 1.630427204427265] || Best Acc@1:73.634
[2025-09-04 14:49:14,495] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.6185120855058943, 1.792305827140808, 2.150578837645681, 2.235201120376587]
[2025-09-04 14:49:14,528] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-04 14:49:23,347] [SEDG] [INFO] Epoch:9 || Train Acc@1  77.22 ( 73.40), Train Cla Loss 9.7328e+01 (1.1080e+02)
[2025-09-04 14:49:23,598] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2657123613223601, 0.37330085039138794, 0.673085420341282, 1.2356049929346358, 1.4962887565294902] || Best Acc@1:73.634
[2025-09-04 14:49:23,598] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.4810753671490415, 1.6376961204740736, 1.9641028328945762, 2.039647102355957]
[2025-09-04 14:49:23,616] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-04 14:49:33,013] [SEDG] [INFO] Epoch:10 || Train Acc@1  76.39 ( 74.21), Train Cla Loss 9.8467e+01 (1.0804e+02)
[2025-09-04 14:49:33,139] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.25583499033799334, 0.375559538602829, 0.7022181336696331, 1.229970756031218, 1.4018558121862865] || Best Acc@1:73.634
[2025-09-04 14:49:33,139] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.3674379003291228, 1.49385584725274, 1.7860880525488603, 1.8988889455795288]
[2025-09-04 14:49:33,156] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-04 14:49:44,572] [SEDG] [INFO] Epoch:11 || Train Acc@1  75.28 ( 74.69), Train Cla Loss 9.7485e+01 (1.0556e+02)
[2025-09-04 14:49:44,738] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [96.62921142578125, 85.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.23083657110005282, 0.362942174077034, 0.7198561547876714, 1.2788198788960774, 1.4070345617475963] || Best Acc@1:73.634
[2025-09-04 14:49:44,738] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.3535599270645453, 1.4687161578072443, 1.7587977647781372, 1.8812057574590046]
[2025-09-04 14:49:44,755] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-04 14:49:55,590] [SEDG] [INFO] Epoch:12 || Train Acc@1  81.67 ( 75.19), Train Cla Loss 8.5353e+01 (1.0401e+02)
[2025-09-04 14:49:55,739] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2593388500508298, 0.38928698003292084, 0.7177861326343411, 1.2238230506579082, 1.3089456331162226] || Best Acc@1:73.634
[2025-09-04 14:49:55,739] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.2527865706657877, 1.3573996888266668, 1.6166189344305741, 1.7249503135681152]
[2025-09-04 14:49:55,756] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-04 14:50:06,735] [SEDG] [INFO] Epoch:13 || Train Acc@1  71.11 ( 76.20), Train Cla Loss 1.1216e+02 (1.0063e+02)
[2025-09-04 14:50:06,876] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2683622435237584, 0.38883452117443085, 0.6897594673292977, 1.1594169054712569, 1.2193117681003751] || Best Acc@1:73.634
[2025-09-04 14:50:06,876] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.1512352471448937, 1.236541469891866, 1.4677672135202509, 1.538575291633606]
[2025-09-04 14:50:06,894] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-04 14:50:17,981] [SEDG] [INFO] Epoch:14 || Train Acc@1  75.56 ( 76.60), Train Cla Loss 9.6203e+01 (9.8847e+01)
[2025-09-04 14:50:18,129] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.267966896630405, 0.38974134624004364, 0.6920384607472263, 1.1306778873716081, 1.1688207728522164] || Best Acc@1:73.634
[2025-09-04 14:50:18,129] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.081285505878682, 1.1494335730870564, 1.356671226652045, 1.412133773167928]
[2025-09-04 14:50:18,152] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-04 14:50:29,074] [SEDG] [INFO] Epoch:15 || Train Acc@1  80.56 ( 77.36), Train Cla Loss 8.7649e+01 (9.6317e+01)
[2025-09-04 14:50:29,215] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.24803424551245873, 0.38148896396160126, 0.6543553602564466, 0.9826336318538302, 0.9770068157286871] || Best Acc@1:73.634
[2025-09-04 14:50:29,215] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.904897119317736, 0.9860340886645846, 1.175005737103914, 1.1392746369043987]
[2025-09-04 14:50:29,314] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-04 14:50:40,465] [SEDG] [INFO] Epoch:16 || Train Acc@1  77.50 ( 77.38), Train Cla Loss 1.0321e+02 (9.5830e+01)
[2025-09-04 14:50:40,609] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [95.505615234375, 82.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.26749989524316253, 0.38960030674934387, 0.6583952150502048, 0.9879324123972938, 0.9720326349848792] || Best Acc@1:73.634
[2025-09-04 14:50:40,609] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8909512113551704, 0.9799070755640665, 1.1769458431946604, 1.1346312761306763]
[2025-09-04 14:50:40,627] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-04 14:50:51,824] [SEDG] [INFO] Epoch:17 || Train Acc@1  78.33 ( 77.85), Train Cla Loss 9.4668e+01 (9.4076e+01)
[2025-09-04 14:50:52,009] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.24956647482480895, 0.3762478530406952, 0.6410687886751615, 0.9512588211468288, 0.9103483444168454] || Best Acc@1:73.634
[2025-09-04 14:50:52,009] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.832661048490174, 0.924874934885237, 1.1261880680134422, 1.0724132458368938]
[2025-09-04 14:50:52,027] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-04 14:51:03,221] [SEDG] [INFO] Epoch:18 || Train Acc@1  81.67 ( 78.01), Train Cla Loss 9.0504e+01 (9.2682e+01)
[2025-09-04 14:51:03,428] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [96.62921142578125, 84.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.24039024064380132, 0.36126428842544556, 0.6232154172855419, 0.9242558890864963, 0.8717827782744453] || Best Acc@1:73.634
[2025-09-04 14:51:03,428] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8017880855774393, 0.8894806438022189, 1.0744278995614303, 1.0231452385584514]
[2025-09-04 14:51:03,447] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-04 14:51:14,769] [SEDG] [INFO] Epoch:19 || Train Acc@1  77.78 ( 78.53), Train Cla Loss 9.2716e+01 (9.1587e+01)
[2025-09-04 14:51:14,908] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.23134762467293257, 0.3681459575891495, 0.6531242846132634, 0.9504150407654899, 0.8953543873060317] || Best Acc@1:73.634
[2025-09-04 14:51:14,908] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8284359014764124, 0.9176097181108263, 1.1142246221241199, 1.0766520102818806]
[2025-09-04 14:51:14,942] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-04 14:51:25,795] [SEDG] [INFO] Epoch:20 || Train Acc@1  77.22 ( 78.51), Train Cla Loss 9.4218e+01 (9.1166e+01)
[2025-09-04 14:51:25,942] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.24614397729380746, 0.3441464602947235, 0.6053109601303771, 0.9371430703571865, 0.9035267971810841] || Best Acc@1:73.634
[2025-09-04 14:51:25,942] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8454539337936713, 0.9377758767869737, 1.1367755751860769, 1.1027864217758179]
[2025-09-04 14:51:25,959] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-04 14:51:36,532] [SEDG] [INFO] Epoch:21 || Train Acc@1  79.17 ( 78.79), Train Cla Loss 8.6191e+01 (8.9977e+01)
[2025-09-04 14:51:36,675] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [94.38202667236328, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2702405114522141, 0.38813474774360657, 0.6541088380656399, 0.9228539012727284, 0.8780275682608286] || Best Acc@1:73.634
[2025-09-04 14:51:36,675] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8245247274029012, 0.9177180528640747, 1.1123587771465904, 1.0854075352350872]
[2025-09-04 14:51:36,692] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-04 14:51:47,795] [SEDG] [INFO] Epoch:22 || Train Acc@1  79.44 ( 79.10), Train Cla Loss 8.7449e+01 (8.9256e+01)
[2025-09-04 14:51:47,931] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [98.87640380859375, 86.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.22825888569435376, 0.33788473904132843, 0.6262927356657091, 0.9489592555023375, 0.8951412453537896] || Best Acc@1:73.634
[2025-09-04 14:51:47,931] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8328917525252517, 0.922569109333886, 1.1017667933514244, 1.0917261441548665]
[2025-09-04 14:51:47,995] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-04 14:51:58,573] [SEDG] [INFO] Epoch:23 || Train Acc@1  78.61 ( 79.30), Train Cla Loss 8.9415e+01 (8.8930e+01)
[2025-09-04 14:51:58,790] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2747490918368436, 0.39140090346336365, 0.6855240857208168, 0.9666339740866706, 0.8886998153868175] || Best Acc@1:73.634
[2025-09-04 14:51:58,790] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8121617740514327, 0.8877187636163499, 1.0527525418683101, 1.050682544708252]
[2025-09-04 14:51:58,808] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-04 14:52:09,958] [SEDG] [INFO] Epoch:24 || Train Acc@1  79.44 ( 79.17), Train Cla Loss 9.3280e+01 (8.8752e+01)
[2025-09-04 14:52:10,154] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [96.62921142578125, 84.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2507140127460608, 0.36146311461925507, 0.6530487936931652, 0.9654398929505121, 0.9052811690739223] || Best Acc@1:73.634
[2025-09-04 14:52:10,154] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8194475624026084, 0.902999480565389, 1.0699575637516223, 1.0689316590627034]
[2025-09-04 14:52:10,247] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-04 14:52:21,058] [SEDG] [INFO] Epoch:25 || Train Acc@1  83.89 ( 79.87), Train Cla Loss 7.5771e+01 (8.7010e+01)
[2025-09-04 14:52:21,200] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [94.38202667236328, 82.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2750594850336568, 0.39814428985118866, 0.6844550796917507, 0.953850983154206, 0.8817543642861503] || Best Acc@1:73.634
[2025-09-04 14:52:21,200] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7858151136612406, 0.8475832674238417, 0.9817120526966295, 1.0050101280212402]
[2025-09-04 14:52:21,217] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-04 14:52:32,059] [SEDG] [INFO] Epoch:26 || Train Acc@1  78.33 ( 79.54), Train Cla Loss 8.6959e+01 (8.7599e+01)
[2025-09-04 14:52:32,203] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [96.62921142578125, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.25452237032102737, 0.37374837696552277, 0.6657731506850694, 0.9550945503371102, 0.8700598904064724] || Best Acc@1:73.634
[2025-09-04 14:52:32,203] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7722525645275505, 0.8283037741978964, 0.9511020716867948, 0.9583244721094767]
[2025-09-04 14:52:32,231] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-04 14:52:43,016] [SEDG] [INFO] Epoch:27 || Train Acc@1  81.94 ( 79.89), Train Cla Loss 8.4510e+01 (8.6684e+01)
[2025-09-04 14:52:43,203] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [95.505615234375, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2608516082335054, 0.3907567262649536, 0.6658960724924947, 0.9026997770581927, 0.8109213837555477] || Best Acc@1:73.634
[2025-09-04 14:52:43,203] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7363595451627459, 0.8022617830170525, 0.9320140449624312, 0.9014296332995096]
[2025-09-04 14:52:43,341] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-04 14:52:54,027] [SEDG] [INFO] Epoch:28 || Train Acc@1  79.44 ( 80.10), Train Cla Loss 8.5974e+01 (8.5286e+01)
[2025-09-04 14:52:54,177] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [93.25843048095703, 82.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2918257954415311, 0.4164898544549942, 0.677380648288098, 0.8990483993575686, 0.7907626685642061] || Best Acc@1:73.634
[2025-09-04 14:52:54,177] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7163426036737404, 0.7803079817030165, 0.9120548649838096, 0.8632142146428426]
[2025-09-04 14:52:54,196] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-04 14:53:04,978] [SEDG] [INFO] Epoch:29 || Train Acc@1  77.78 ( 80.31), Train Cla Loss 8.4566e+01 (8.5549e+01)
[2025-09-04 14:53:05,120] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [94.38202667236328, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2597049153252934, 0.39300623536109924, 0.6568969763242282, 0.843855789729527, 0.7483217105979011] || Best Acc@1:73.634
[2025-09-04 14:53:05,120] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6993224231564269, 0.77999879916509, 0.910774827003479, 0.8291969497998556]
[2025-09-04 14:53:05,137] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-04 14:53:16,181] [SEDG] [INFO] Epoch:30 || Train Acc@1  78.33 ( 80.62), Train Cla Loss 9.3805e+01 (8.3476e+01)
[2025-09-04 14:53:16,348] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [96.62921142578125, 84.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.25527001599247534, 0.3815854489803314, 0.6312214948318817, 0.8098146915435791, 0.7250734723749614] || Best Acc@1:73.634
[2025-09-04 14:53:16,349] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.665372681861021, 0.7436109118991427, 0.8655298916917098, 0.7759214440981547]
[2025-09-04 14:53:16,374] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-04 14:53:27,198] [SEDG] [INFO] Epoch:31 || Train Acc@1  84.44 ( 80.94), Train Cla Loss 7.5309e+01 (8.3228e+01)
[2025-09-04 14:53:27,343] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [95.505615234375, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.25515047218022724, 0.38471320271492004, 0.6296257828618144, 0.7584376604784102, 0.6854590546517145] || Best Acc@1:73.634
[2025-09-04 14:53:27,343] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6395768231275131, 0.7206422156757779, 0.8416670780432852, 0.7308128674825033]
[2025-09-04 14:53:27,359] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-04 14:53:38,277] [SEDG] [INFO] Epoch:32 || Train Acc@1  77.22 ( 81.49), Train Cla Loss 8.6995e+01 (8.1315e+01)
[2025-09-04 14:53:38,455] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [93.25843048095703, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.2593655947888835, 0.40600867569446564, 0.6454691670753143, 0.7361568836938768, 0.6441704276062193] || Best Acc@1:73.634
[2025-09-04 14:53:38,455] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.5937028113676577, 0.6609728005197313, 0.7726535953973469, 0.6968652208646139]
[2025-09-04 14:53:38,472] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-04 14:53:49,028] [SEDG] [INFO] Epoch:33 || Train Acc@1  82.50 ( 81.75), Train Cla Loss 8.0076e+01 (8.0351e+01)
[2025-09-04 14:53:49,176] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [93.25843048095703, 81.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.27683298741833545, 0.4403771609067917, 0.6712015644534604, 0.7152685395308903, 0.6241259943871271] || Best Acc@1:73.634
[2025-09-04 14:53:49,176] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.5696536034953837, 0.6166101627879672, 0.7102245374729759, 0.679581344127655]
[2025-09-04 14:53:49,194] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-04 14:54:00,095] [SEDG] [INFO] Epoch:34 || Train Acc@1  82.50 ( 82.15), Train Cla Loss 7.6802e+01 (7.9144e+01)
[2025-09-04 14:54:00,239] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2486537720045347, 0.40146109461784363, 0.651529616706974, 0.7160017717452276, 0.6312513067608788] || Best Acc@1:73.634
[2025-09-04 14:54:00,239] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.579766189565464, 0.6219751305050321, 0.7130012888657419, 0.6960224111874899]
[2025-09-04 14:54:00,257] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-04 14:54:11,407] [SEDG] [INFO] Epoch:35 || Train Acc@1  85.56 ( 82.68), Train Cla Loss 7.1706e+01 (7.7454e+01)
[2025-09-04 14:54:11,548] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [95.505615234375, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2234571102295029, 0.35949236154556274, 0.5956375199359852, 0.698754486583528, 0.622665795541945] || Best Acc@1:73.634
[2025-09-04 14:54:11,548] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.5818048277679755, 0.6360954576068454, 0.7411604209950096, 0.7172302007675171]
[2025-09-04 14:54:11,566] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-04 14:54:22,907] [SEDG] [INFO] Epoch:36 || Train Acc@1  84.72 ( 83.03), Train Cla Loss 6.7587e+01 (7.6261e+01)
[2025-09-04 14:54:23,048] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [95.505615234375, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2733717162287637, 0.39895370602607727, 0.6170355585905222, 0.681917884520122, 0.6216817285333361] || Best Acc@1:73.634
[2025-09-04 14:54:23,048] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.591827721011882, 0.6440231204032898, 0.7534194212210806, 0.7144536375999451]
[2025-09-04 14:54:23,163] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-04 14:54:34,477] [SEDG] [INFO] Epoch:37 || Train Acc@1  84.17 ( 83.23), Train Cla Loss 7.4508e+01 (7.4992e+01)
[2025-09-04 14:54:34,618] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.238891834790787, 0.37028656899929047, 0.5905417708250192, 0.6769165169625055, 0.6225745635373252] || Best Acc@1:73.634
[2025-09-04 14:54:34,618] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.5894761073346041, 0.6457024481561449, 0.7646213393462332, 0.7284167011578878]
[2025-09-04 14:54:34,730] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-04 14:54:46,334] [SEDG] [INFO] Epoch:38 || Train Acc@1  83.33 ( 83.81), Train Cla Loss 7.6407e+01 (7.3675e+01)
[2025-09-04 14:54:46,501] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2329085696949048, 0.3663540631532669, 0.5608443172423394, 0.6464795640536717, 0.6225341643605914] || Best Acc@1:73.634
[2025-09-04 14:54:46,502] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.598138826234, 0.6629012160831027, 0.7841002972502458, 0.7388537724812826]
[2025-09-04 14:54:46,552] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-04 14:54:58,104] [SEDG] [INFO] Epoch:39 || Train Acc@1  84.72 ( 84.28), Train Cla Loss 7.0306e+01 (7.2579e+01)
[2025-09-04 14:54:58,260] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [96.62921142578125, 85.0, 62.63736343383789, 47.619049072265625, 50.0], Val Loss  [0.23164144208591975, 0.3544737249612808, 0.5314300879017337, 0.6419619208290464, 0.6471262787069593] || Best Acc@1:73.634
[2025-09-04 14:54:58,260] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6159073467157326, 0.6788333058357239, 0.8056113061152006, 0.7658497095108032]
[2025-09-04 14:54:58,332] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-04 14:55:09,575] [SEDG] [INFO] Epoch:40 || Train Acc@1  86.67 ( 84.76), Train Cla Loss 6.6938e+01 (7.0612e+01)
[2025-09-04 14:55:09,736] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [94.38202667236328, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.27213258656223166, 0.40342289209365845, 0.5526548827087486, 0.660541261945452, 0.6763931044510433] || Best Acc@1:73.634
[2025-09-04 14:55:09,736] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6548843043191093, 0.7191811601320902, 0.8492551540073595, 0.7996763388315836]
[2025-09-04 14:55:09,793] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-04 14:55:21,055] [SEDG] [INFO] Epoch:41 || Train Acc@1  90.56 ( 85.28), Train Cla Loss 5.4551e+01 (6.9227e+01)
[2025-09-04 14:55:21,274] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [95.505615234375, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2413619411795327, 0.3875749111175537, 0.5528669245950468, 0.6860957514672053, 0.7257144025393895] || Best Acc@1:73.634
[2025-09-04 14:55:21,274] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.6938013239782683, 0.7501280307769775, 0.8753892402899893, 0.825383464495341]
[2025-09-04 14:55:21,389] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-04 14:55:32,753] [SEDG] [INFO] Epoch:42 || Train Acc@1  86.11 ( 85.98), Train Cla Loss 6.9351e+01 (6.7345e+01)
[2025-09-04 14:55:32,887] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [96.62921142578125, 85.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2271029893936736, 0.37681740522384644, 0.5591543808088197, 0.7436331723417554, 0.7994151796613421] || Best Acc@1:73.634
[2025-09-04 14:55:32,887] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.7631262565145687, 0.8123982416258918, 0.9462929524873432, 0.9010076522827148]
[2025-09-04 14:55:32,914] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-04 14:55:43,900] [SEDG] [INFO] Epoch:43 || Train Acc@1  87.78 ( 86.19), Train Cla Loss 6.3042e+01 (6.6222e+01)
[2025-09-04 14:55:44,044] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [94.38202667236328, 84.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.25889252913132144, 0.40926429629325867, 0.5712328933097504, 0.7785855545884087, 0.8474043848968688] || Best Acc@1:73.634
[2025-09-04 14:55:44,044] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8119655604265175, 0.8708314498265585, 1.0155738184326573, 0.96778537829717]
[2025-09-04 14:55:44,073] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-04 14:55:55,264] [SEDG] [INFO] Epoch:44 || Train Acc@1  86.67 ( 86.98), Train Cla Loss 6.7629e+01 (6.4198e+01)
[2025-09-04 14:55:55,406] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [94.38202667236328, 84.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2173880599857716, 0.35890524089336395, 0.5752504782362299, 0.8563627345221383, 0.9221489812646594] || Best Acc@1:73.634
[2025-09-04 14:55:55,406] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8716712423733303, 0.9239637785487704, 1.0804694232187773, 1.03565514087677]
[2025-09-04 14:55:55,423] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-04 14:56:06,465] [SEDG] [INFO] Epoch:45 || Train Acc@1  89.44 ( 87.05), Train Cla Loss 5.5979e+01 (6.3638e+01)
[2025-09-04 14:56:06,615] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [96.62921142578125, 84.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.2294785189494658, 0.38894881308078766, 0.5760881691188603, 0.8132490004811969, 0.909056503148306] || Best Acc@1:73.634
[2025-09-04 14:56:06,616] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.8810360334357437, 0.9651719199286567, 1.1318877747184353, 1.0903086463610332]
[2025-09-04 14:56:06,634] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-04 14:56:17,321] [SEDG] [INFO] Epoch:46 || Train Acc@1  89.17 ( 87.78), Train Cla Loss 5.8196e+01 (6.1349e+01)
[2025-09-04 14:56:17,557] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [95.505615234375, 84.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.1922499460450719, 0.3635392189025879, 0.5854284167289734, 0.8708832859992981, 0.9700312884080977] || Best Acc@1:73.634
[2025-09-04 14:56:17,557] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.9285316491613582, 1.0116122431225247, 1.1903119996974343, 1.1576202710469563]
[2025-09-04 14:56:17,574] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-04 14:56:28,258] [SEDG] [INFO] Epoch:47 || Train Acc@1  86.11 ( 88.00), Train Cla Loss 6.6153e+01 (6.0462e+01)
[2025-09-04 14:56:28,410] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [94.38202667236328, 84.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.24364467433999093, 0.40588468313217163, 0.591104425571777, 0.8719737075624012, 0.9882758288156419] || Best Acc@1:73.634
[2025-09-04 14:56:28,410] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [0.9626595244115713, 1.0573413504494562, 1.2447758787556698, 1.2033051649729412]
[2025-09-04 14:56:28,432] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-04 14:56:39,685] [SEDG] [INFO] Epoch:48 || Train Acc@1  90.00 ( 88.48), Train Cla Loss 5.3601e+01 (5.8699e+01)
[2025-09-04 14:56:39,836] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [94.38202667236328, 83.0, 60.4395637512207, 47.619049072265625, 50.0], Val Loss  [0.19980708300397637, 0.36801256239414215, 0.6112836173602513, 0.9717809529531569, 1.0638896993228368] || Best Acc@1:73.634
[2025-09-04 14:56:39,836] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.0059081559278527, 1.0862441725201077, 1.2714294006949978, 1.2228151559829712]
[2025-09-04 14:56:39,854] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-04 14:56:50,879] [SEDG] [INFO] Epoch:49 || Train Acc@1  90.56 ( 88.66), Train Cla Loss 5.2537e+01 (5.7967e+01)
[2025-09-04 14:56:51,017] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [93.25843048095703, 83.0, 59.340660095214844, 47.619049072265625, 50.0], Val Loss  [0.22357961150367608, 0.40089526772499084, 0.631655793268602, 1.007182382401966, 1.0924631158510845] || Best Acc@1:73.634
[2025-09-04 14:56:51,017] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.030596386413185, 1.1173589891857572, 1.306972535032975, 1.2499125401178997]
[2025-09-04 14:56:51,034] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-04 14:56:51,201] [SEDG] [INFO] Val  Acc@1: [92.13483428955078, 96.0, 82.41758728027344, 47.619049072265625, 50.0], Val Loss  [0.40536021851421744, 0.36791588366031647, 0.4154276906789004, 0.862955452430816, 1.2893410410199846]
[2025-09-04 14:56:51,201] [SEDG] [INFO] Test  Acc@1: [55.1020393371582, 54.4444465637207, 49.47368621826172, 50.66666793823242], Test Loss [1.3390806402478899, 1.5111214849683974, 1.8002984900223582, 1.777891715367635]
[2025-09-04 14:56:51,201] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-04 14:56:51,202] [SEDG] [INFO] Val  Mean&Var: [(92.15385, 0.10878754), (96.0, 1.4142113), (82.902435, 3.466547), (46.588234, 3.8266973), (50.941177, 3.4939384)]
[2025-09-04 14:56:51,202] [SEDG] [INFO] Test  Mean&Var: [(55.0, 3.535534), (54.75, 1.9445438), (49.0, 6.363962), (50.0, 1.4142132)]
