[2025-06-02 12:20:39,223] [SEDG] [INFO] 
[2025-06-02 12:20:39,223] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-02 12:20:57,639] [SEDG] [INFO] Epoch:0 || Train Acc@1  63.89 ( 58.40), Train Cla Loss 1.7804e+02 (3.7949e+02)
[2025-06-02 12:20:58,118] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [97.0, 90.0, 67.0, 57.0, 60.0], Val Loss  [0.35776349902153015, 0.4432305842638016, 0.5379004776477814, 0.6676951944828033, 0.633915901184082] || Best Acc@1:74.200
[2025-06-02 12:20:58,118] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [62.0, 59.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.7151069939136505, 0.9314126968383789, 1.238376498222351, 1.1500418782234192, 1.821842074394226, 1.7075135707855225, 1.5100486278533936, 1.853484332561493, 2.104802668094635, 1.9103385210037231]
[2025-06-02 12:20:58,137] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-02 12:21:16,626] [SEDG] [INFO] Epoch:1 || Train Acc@1  66.39 ( 66.57), Train Cla Loss 1.5909e+02 (1.5062e+02)
[2025-06-02 12:21:17,126] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [97.0, 92.0, 74.0, 63.0, 62.0], Val Loss  [0.3461189270019531, 0.433843657374382, 0.5064960867166519, 0.603365033864975, 0.5635564923286438] || Best Acc@1:77.600
[2025-06-02 12:21:17,126] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [62.0, 59.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.6145214140415192, 0.789323091506958, 1.0620236992835999, 1.0254290699958801, 1.6728373169898987, 1.5979276299476624, 1.4094082117080688, 1.725085735321045, 1.9337661862373352, 1.7434573769569397]
[2025-06-02 12:21:17,158] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-02 12:21:33,934] [SEDG] [INFO] Epoch:2 || Train Acc@1  66.11 ( 68.76), Train Cla Loss 1.3896e+02 (1.3503e+02)
[2025-06-02 12:21:34,379] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [97.0, 95.0, 85.0, 64.0, 64.0], Val Loss  [0.3474365770816803, 0.4229433089494705, 0.46025122702121735, 0.5557432472705841, 0.5277339220046997] || Best Acc@1:81.000
[2025-06-02 12:21:34,379] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [62.0, 59.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.5856202244758606, 0.7597046196460724, 1.0453732907772064, 1.0077705383300781, 1.6275301575660706, 1.5499743223190308, 1.3627858757972717, 1.6686447858810425, 1.88376384973526, 1.6986380815505981]
[2025-06-02 12:21:34,407] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-02 12:21:53,253] [SEDG] [INFO] Epoch:3 || Train Acc@1  70.56 ( 70.40), Train Cla Loss 1.2550e+02 (1.2720e+02)
[2025-06-02 12:21:53,910] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [99.0, 94.0, 88.0, 69.0, 67.0], Val Loss  [0.3018364757299423, 0.363752543926239, 0.399776428937912, 0.5296960026025772, 0.5346491187810898] || Best Acc@1:83.400
[2025-06-02 12:21:53,910] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [62.0, 59.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.5980384945869446, 0.7720079123973846, 1.047868013381958, 0.9919589459896088, 1.5733070969581604, 1.4935434460639954, 1.3103933930397034, 1.6003941297531128, 1.8110496401786804, 1.629021167755127]
[2025-06-02 12:21:54,015] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-02 12:22:17,103] [SEDG] [INFO] Epoch:4 || Train Acc@1  74.72 ( 71.36), Train Cla Loss 1.1069e+02 (1.2148e+02)
[2025-06-02 12:22:17,604] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [95.0, 94.0, 92.0, 81.0, 72.0], Val Loss  [0.30641354620456696, 0.364181786775589, 0.371084526181221, 0.47248809039592743, 0.48083044588565826] || Best Acc@1:86.800
[2025-06-02 12:22:17,604] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [67.0, 60.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.5138558149337769, 0.6375431418418884, 0.8583991229534149, 0.8281211256980896, 1.3424604535102844, 1.3191704750061035, 1.177127182483673, 1.4578865766525269, 1.7091518640518188, 1.5384491086006165]
[2025-06-02 12:22:17,640] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-02 12:22:39,984] [SEDG] [INFO] Epoch:5 || Train Acc@1  70.00 ( 72.57), Train Cla Loss 1.3069e+02 (1.1571e+02)
[2025-06-02 12:22:40,521] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [96.0, 97.0, 93.0, 79.0, 72.0], Val Loss  [0.2803999334573746, 0.3361697196960449, 0.3613492548465729, 0.4728121757507324, 0.48763298988342285] || Best Acc@1:87.400
[2025-06-02 12:22:40,522] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [67.0, 61.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.5145423412322998, 0.6307898163795471, 0.8371466100215912, 0.7988918125629425, 1.27216374874115, 1.2350253462791443, 1.099604606628418, 1.3732938170433044, 1.6632668375968933, 1.5035699009895325]
[2025-06-02 12:22:40,544] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-02 12:23:03,279] [SEDG] [INFO] Epoch:6 || Train Acc@1  70.83 ( 72.93), Train Cla Loss 1.1490e+02 (1.1400e+02)
[2025-06-02 12:23:03,940] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [95.0, 96.0, 94.0, 83.0, 74.0], Val Loss  [0.28135016560554504, 0.3264981359243393, 0.3401448428630829, 0.44121959805488586, 0.46029654145240784] || Best Acc@1:88.400
[2025-06-02 12:23:03,940] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [67.0, 63.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.4909926503896713, 0.6099634766578674, 0.8101710975170135, 0.7727875709533691, 1.2277899384498596, 1.1914834678173065, 1.0588464140892029, 1.32644921541214, 1.641506552696228, 1.4843087196350098]
[2025-06-02 12:23:03,972] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-02 12:23:27,896] [SEDG] [INFO] Epoch:7 || Train Acc@1  72.22 ( 73.81), Train Cla Loss 1.0939e+02 (1.1098e+02)
[2025-06-02 12:23:28,526] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [94.0, 93.0, 93.0, 82.0, 74.0], Val Loss  [0.2894113212823868, 0.33200545608997345, 0.3371637314558029, 0.4282751679420471, 0.44366486370563507] || Best Acc@1:88.400
[2025-06-02 12:23:28,527] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [68.0, 65.0, 59.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.46749915182590485, 0.5717329978942871, 0.7462193071842194, 0.706269234418869, 1.1137102246284485, 1.0852753520011902, 0.9609144926071167, 1.20146244764328, 1.5063718557357788, 1.3603578209877014]
[2025-06-02 12:23:28,572] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-02 12:23:50,281] [SEDG] [INFO] Epoch:8 || Train Acc@1  79.44 ( 74.38), Train Cla Loss 9.1582e+01 (1.0834e+02)
[2025-06-02 12:23:50,789] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [95.0, 96.0, 95.0, 83.0, 77.0], Val Loss  [0.28095658123493195, 0.32019008696079254, 0.32565566897392273, 0.4002731889486313, 0.4103192538022995] || Best Acc@1:89.200
[2025-06-02 12:23:50,789] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [76.0, 71.0, 63.0, 68.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.4210451543331146, 0.4984284043312073, 0.6521239578723907, 0.6209200620651245, 0.9963341653347015, 1.007467657327652, 0.889083981513977, 1.1068503856658936, 1.3905401825904846, 1.2506031394004822]
[2025-06-02 12:23:50,822] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-02 12:24:10,077] [SEDG] [INFO] Epoch:9 || Train Acc@1  74.44 ( 74.88), Train Cla Loss 1.0780e+02 (1.0633e+02)
[2025-06-02 12:24:10,651] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [95.0, 91.0, 91.0, 86.0, 84.0], Val Loss  [0.2896493524312973, 0.3325645178556442, 0.3321323096752167, 0.38286955654621124, 0.3832195848226547] || Best Acc@1:89.400
[2025-06-02 12:24:10,651] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [80.0, 79.0, 66.0, 69.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.3813263922929764, 0.4359874129295349, 0.5640239715576172, 0.5319765508174896, 0.8390558362007141, 0.8545668721199036, 0.7473288178443909, 0.924928218126297, 1.1903868913650513, 1.0625958442687988]
[2025-06-02 12:24:10,686] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-02 12:24:28,228] [SEDG] [INFO] Epoch:10 || Train Acc@1  75.83 ( 75.28), Train Cla Loss 1.0161e+02 (1.0460e+02)
[2025-06-02 12:24:28,636] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [95.0, 95.0, 96.0, 87.0, 86.0], Val Loss  [0.27328385412693024, 0.30953583121299744, 0.32392728328704834, 0.36889058351516724, 0.3756072372198105] || Best Acc@1:91.800
[2025-06-02 12:24:28,636] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [84.0, 80.0, 67.0, 70.0, 58.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.3703489452600479, 0.4174470901489258, 0.5376829504966736, 0.49890847504138947, 0.7679652273654938, 0.7753250300884247, 0.6733295917510986, 0.8252077400684357, 1.0758026242256165, 0.9515787065029144]
[2025-06-02 12:24:28,669] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 12:24:50,107] [SEDG] [INFO] Epoch:11 || Train Acc@1  75.56 ( 75.68), Train Cla Loss 1.0597e+02 (1.0242e+02)
[2025-06-02 12:24:50,618] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [94.0, 89.0, 92.0, 92.0, 94.0], Val Loss  [0.2919515520334244, 0.33602914214134216, 0.35415881872177124, 0.3784971982240677, 0.38171857595443726] || Best Acc@1:92.200
[2025-06-02 12:24:50,618] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [93.0, 85.0, 74.0, 71.0, 63.0, 69.0, 75.0, 71.0, 70.0, 72.0], Test Loss [0.36630749702453613, 0.3902720808982849, 0.48160451650619507, 0.4365248680114746, 0.6552131474018097, 0.6691336333751678, 0.5769999921321869, 0.7014706432819366, 0.9268595576286316, 0.8088611960411072]
[2025-06-02 12:24:50,652] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 12:25:10,427] [SEDG] [INFO] Epoch:12 || Train Acc@1  79.17 ( 76.24), Train Cla Loss 9.9622e+01 (1.0043e+02)
[2025-06-02 12:25:10,891] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [94.0, 97.0, 97.0, 95.0, 98.0], Val Loss  [0.23908593505620956, 0.28012267500162125, 0.31333668529987335, 0.3366719037294388, 0.35618671774864197] || Best Acc@1:96.200
[2025-06-02 12:25:10,891] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [100.0, 92.0, 81.0, 81.0, 65.0, 71.0, 76.0, 71.0, 70.0, 72.0], Test Loss [0.3502521514892578, 0.36207839846611023, 0.4168376326560974, 0.36341944336891174, 0.5158723294734955, 0.5349290370941162, 0.4571581780910492, 0.546589195728302, 0.7422636449337006, 0.6251929104328156]
[2025-06-02 12:25:10,913] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 12:25:30,365] [SEDG] [INFO] Epoch:13 || Train Acc@1  75.00 ( 76.84), Train Cla Loss 1.0379e+02 (9.8457e+01)
[2025-06-02 12:25:30,800] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [95.0, 91.0, 89.0, 89.0, 91.0], Val Loss  [0.29051902890205383, 0.3318546265363693, 0.3767015337944031, 0.39211997389793396, 0.4215625375509262] || Best Acc@1:96.200
[2025-06-02 12:25:30,801] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [95.0, 92.0, 86.0, 89.0, 76.0, 72.0, 78.0, 72.0, 71.0, 73.0], Test Loss [0.4082982838153839, 0.39639022946357727, 0.3986417055130005, 0.3209517225623131, 0.40606941282749176, 0.4221036285161972, 0.3602634072303772, 0.4186273515224457, 0.5843275189399719, 0.4868492931127548]
[2025-06-02 12:25:30,830] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 12:25:48,596] [SEDG] [INFO] Epoch:14 || Train Acc@1  76.67 ( 76.97), Train Cla Loss 9.8716e+01 (9.7431e+01)
[2025-06-02 12:25:49,050] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [95.0, 93.0, 89.0, 89.0, 88.0], Val Loss  [0.2696690559387207, 0.31116920709609985, 0.37197957932949066, 0.388762965798378, 0.43050022423267365] || Best Acc@1:96.200
[2025-06-02 12:25:49,050] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [89.0, 90.0, 90.0, 91.0, 86.0, 79.0, 83.0, 80.0, 74.0, 76.0], Test Loss [0.4253685027360916, 0.41027435660362244, 0.39466728270053864, 0.30246686935424805, 0.3341425955295563, 0.3483397662639618, 0.29721972346305847, 0.3319412022829056, 0.4555714577436447, 0.3807411640882492]
[2025-06-02 12:25:49,081] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 12:26:07,226] [SEDG] [INFO] Epoch:15 || Train Acc@1  78.33 ( 77.16), Train Cla Loss 8.6586e+01 (9.6791e+01)
[2025-06-02 12:26:07,631] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [95.0, 91.0, 87.0, 86.0, 76.0], Val Loss  [0.2894769310951233, 0.3243957608938217, 0.3861715942621231, 0.391370490193367, 0.45598915219306946] || Best Acc@1:96.200
[2025-06-02 12:26:07,631] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [77.0, 81.0, 82.0, 91.0, 98.0, 95.0, 92.0, 89.0, 80.0, 83.0], Test Loss [0.46425047516822815, 0.4535413235425949, 0.42572160065174103, 0.31249870359897614, 0.28765177726745605, 0.29762929677963257, 0.24649716168642044, 0.24649705737829208, 0.3437649756669998, 0.2849157303571701]
[2025-06-02 12:26:07,664] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 12:26:27,277] [SEDG] [INFO] Epoch:16 || Train Acc@1  75.00 ( 77.44), Train Cla Loss 1.0198e+02 (9.4891e+01)
[2025-06-02 12:26:27,886] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [94.0, 91.0, 80.0, 84.0, 73.0], Val Loss  [0.27235791087150574, 0.31463028490543365, 0.3988105058670044, 0.3942435085773468, 0.5064011216163635] || Best Acc@1:96.200
[2025-06-02 12:26:27,887] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [69.0, 64.0, 67.0, 83.0, 87.0, 82.0, 91.0, 93.0, 86.0, 90.0], Test Loss [0.5496866554021835, 0.5501947700977325, 0.5212437361478806, 0.4009532034397125, 0.3414872884750366, 0.3402225077152252, 0.2681623548269272, 0.21434135735034943, 0.2941572889685631, 0.22965820133686066]
[2025-06-02 12:26:27,929] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 12:26:48,987] [SEDG] [INFO] Epoch:17 || Train Acc@1  77.78 ( 77.87), Train Cla Loss 9.1821e+01 (9.4098e+01)
[2025-06-02 12:26:49,493] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [95.0, 90.0, 72.0, 78.0, 63.0], Val Loss  [0.26953625679016113, 0.32776108384132385, 0.45648135244846344, 0.45836426317691803, 0.6367979347705841] || Best Acc@1:96.200
[2025-06-02 12:26:49,494] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [53.0, 50.0, 53.0, 60.0, 66.0, 75.0, 77.0, 87.0, 87.0, 95.0], Test Loss [0.7176808416843414, 0.7624253332614899, 0.7466607391834259, 0.6536907851696014, 0.5642407834529877, 0.5562559068202972, 0.46190598607063293, 0.3090720623731613, 0.32124336063861847, 0.20970606803894043]
[2025-06-02 12:26:49,544] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 12:27:10,077] [SEDG] [INFO] Epoch:18 || Train Acc@1  75.00 ( 78.17), Train Cla Loss 1.0654e+02 (9.2816e+01)
[2025-06-02 12:27:10,614] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [94.0, 91.0, 75.0, 78.0, 63.0], Val Loss  [0.26240693032741547, 0.3090919554233551, 0.4410850256681442, 0.45035967230796814, 0.6722644865512848] || Best Acc@1:96.200
[2025-06-02 12:27:10,614] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [51.0, 48.0, 46.0, 46.0, 56.0, 55.0, 56.0, 68.0, 74.0, 91.0], Test Loss [0.7969753742218018, 0.8741859793663025, 0.8817786872386932, 0.8315131068229675, 0.7680540978908539, 0.7981536388397217, 0.7088426351547241, 0.49536262452602386, 0.4377801865339279, 0.24699842184782028]
[2025-06-02 12:27:10,686] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 12:27:33,249] [SEDG] [INFO] Epoch:19 || Train Acc@1  77.50 ( 78.62), Train Cla Loss 9.6004e+01 (9.1312e+01)
[2025-06-02 12:27:33,801] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [94.0, 90.0, 72.0, 75.0, 56.0], Val Loss  [0.27468495070934296, 0.32421229779720306, 0.47765180468559265, 0.4759100079536438, 0.7463633716106415] || Best Acc@1:96.200
[2025-06-02 12:27:33,802] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [44.0, 42.0, 43.0, 39.0, 46.0, 42.0, 50.0, 57.0, 68.0, 83.0], Test Loss [0.906923234462738, 1.0016538798809052, 1.0469322204589844, 1.050209105014801, 1.0117034018039703, 1.0916215777397156, 1.0100271999835968, 0.738721638917923, 0.6224547326564789, 0.3448650687932968]
[2025-06-02 12:27:33,834] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 12:27:55,341] [SEDG] [INFO] Epoch:20 || Train Acc@1  78.06 ( 78.76), Train Cla Loss 9.0495e+01 (9.0469e+01)
[2025-06-02 12:27:56,001] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [94.0, 91.0, 75.0, 76.0, 59.0], Val Loss  [0.25029726326465607, 0.292655810713768, 0.4485746771097183, 0.4515737295150757, 0.723463773727417] || Best Acc@1:96.200
[2025-06-02 12:27:56,001] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [46.0, 42.0, 43.0, 39.0, 45.0, 38.0, 46.0, 51.0, 59.0, 72.0], Test Loss [0.8775394558906555, 0.9969368875026703, 1.0687398314476013, 1.1204150915145874, 1.1349271535873413, 1.2702757120132446, 1.2448508143424988, 0.9592458009719849, 0.8155683875083923, 0.47279147803783417]
[2025-06-02 12:27:56,034] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 12:28:16,668] [SEDG] [INFO] Epoch:21 || Train Acc@1  78.06 ( 79.22), Train Cla Loss 9.4512e+01 (8.9307e+01)
[2025-06-02 12:28:17,290] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [92.0, 85.0, 72.0, 68.0, 49.0], Val Loss  [0.2891024351119995, 0.3545325696468353, 0.5622152239084244, 0.5577764213085175, 0.9082614183425903] || Best Acc@1:96.200
[2025-06-02 12:28:17,291] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [42.0, 42.0, 41.0, 32.0, 42.0, 31.0, 26.0, 34.0, 42.0, 59.0], Test Loss [1.0894052982330322, 1.2188355326652527, 1.3409945368766785, 1.520021677017212, 1.5354776978492737, 1.7746862769126892, 1.8180689215660095, 1.5356581807136536, 1.2819656729698181, 0.8605219423770905]
[2025-06-02 12:28:17,322] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 12:28:38,072] [SEDG] [INFO] Epoch:22 || Train Acc@1  82.22 ( 79.56), Train Cla Loss 8.3206e+01 (8.7878e+01)
[2025-06-02 12:28:38,598] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [92.0, 84.0, 72.0, 69.0, 48.0], Val Loss  [0.3112160414457321, 0.3679557889699936, 0.5661797821521759, 0.560565173625946, 0.884751170873642] || Best Acc@1:96.200
[2025-06-02 12:28:38,598] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [42.0, 42.0, 41.0, 32.0, 42.0, 31.0, 25.0, 31.0, 34.0, 48.0], Test Loss [1.055055022239685, 1.175165057182312, 1.3026356101036072, 1.5483452677726746, 1.5879842638969421, 1.877787709236145, 1.929603397846222, 1.7056369185447693, 1.4325501918792725, 1.0339428782463074]
[2025-06-02 12:28:38,640] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 12:28:59,790] [SEDG] [INFO] Epoch:23 || Train Acc@1  77.50 ( 79.91), Train Cla Loss 8.9280e+01 (8.6805e+01)
[2025-06-02 12:29:00,487] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [94.0, 88.0, 72.0, 72.0, 52.0], Val Loss  [0.28019386529922485, 0.3378867208957672, 0.5219135582447052, 0.5086435973644257, 0.7751765251159668] || Best Acc@1:96.200
[2025-06-02 12:29:00,487] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [43.0, 42.0, 41.0, 34.0, 42.0, 31.0, 25.0, 30.0, 31.0, 43.0], Test Loss [0.891746997833252, 0.9981354475021362, 1.1171097159385681, 1.3547021746635437, 1.4070690870285034, 1.6824029684066772, 1.762287974357605, 1.630250632762909, 1.4139549136161804, 1.0873215794563293]
[2025-06-02 12:29:00,536] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 12:29:19,948] [SEDG] [INFO] Epoch:24 || Train Acc@1  85.28 ( 80.28), Train Cla Loss 7.5988e+01 (8.4848e+01)
[2025-06-02 12:29:20,404] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [94.0, 91.0, 73.0, 71.0, 51.0], Val Loss  [0.3061995357275009, 0.3453409969806671, 0.5402715057134628, 0.5279981195926666, 0.8390198945999146] || Best Acc@1:96.200
[2025-06-02 12:29:20,404] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [43.0, 42.0, 41.0, 34.0, 42.0, 31.0, 25.0, 29.0, 30.0, 30.0], Test Loss [0.9824328124523163, 1.0777283906936646, 1.1791174411773682, 1.4268523454666138, 1.4481925964355469, 1.7353010773658752, 1.83918297290802, 1.708260715007782, 1.528886616230011, 1.2329388856887817]
[2025-06-02 12:29:20,438] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 12:29:38,929] [SEDG] [INFO] Epoch:25 || Train Acc@1  81.94 ( 80.64), Train Cla Loss 8.3225e+01 (8.3752e+01)
[2025-06-02 12:29:39,298] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [94.0, 87.0, 72.0, 68.0, 48.0], Val Loss  [0.28070926666259766, 0.35841089487075806, 0.6042850613594055, 0.5933738499879837, 0.9573158323764801] || Best Acc@1:96.200
[2025-06-02 12:29:39,298] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [38.0, 42.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.126975417137146, 1.2064418196678162, 1.2798744440078735, 1.516565203666687, 1.4998142719268799, 1.8044191598892212, 1.9263077974319458, 1.786686658859253, 1.6190204620361328, 1.398082196712494]
[2025-06-02 12:29:39,325] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 12:29:59,019] [SEDG] [INFO] Epoch:26 || Train Acc@1  78.61 ( 81.26), Train Cla Loss 8.4831e+01 (8.1944e+01)
[2025-06-02 12:29:59,556] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [95.0, 91.0, 72.0, 70.0, 49.0], Val Loss  [0.2649659812450409, 0.31434355676174164, 0.5487927496433258, 0.537945568561554, 0.8960007429122925] || Best Acc@1:96.200
[2025-06-02 12:29:59,556] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [43.0, 42.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.0831767320632935, 1.1792837381362915, 1.2639496326446533, 1.4886693954467773, 1.4767187237739563, 1.792575716972351, 1.9488328099250793, 1.860891878604889, 1.7122477889060974, 1.5337188243865967]
[2025-06-02 12:29:59,574] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 12:30:20,325] [SEDG] [INFO] Epoch:27 || Train Acc@1  83.33 ( 81.90), Train Cla Loss 7.7533e+01 (8.0120e+01)
[2025-06-02 12:30:20,898] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [94.0, 88.0, 72.0, 69.0, 49.0], Val Loss  [0.3106822073459625, 0.35398679971694946, 0.5488838255405426, 0.5249271392822266, 0.8474243581295013] || Best Acc@1:96.200
[2025-06-02 12:30:20,898] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [43.0, 42.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.0145207941532135, 1.1296180486679077, 1.2389618158340454, 1.4507078528404236, 1.4193981885910034, 1.7128702402114868, 1.8595396876335144, 1.7944231629371643, 1.660677194595337, 1.4929648637771606]
[2025-06-02 12:30:20,922] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 12:30:40,566] [SEDG] [INFO] Epoch:28 || Train Acc@1  85.56 ( 82.48), Train Cla Loss 7.0846e+01 (7.8016e+01)
[2025-06-02 12:30:41,056] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [95.0, 91.0, 77.0, 74.0, 58.0], Val Loss  [0.23823115229606628, 0.2730677127838135, 0.48405203223228455, 0.4691774547100067, 0.809344619512558] || Best Acc@1:96.200
[2025-06-02 12:30:41,056] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [46.0, 44.0, 43.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.016678899526596, 1.1722792387008667, 1.2845054268836975, 1.4428696632385254, 1.3884834051132202, 1.6782823204994202, 1.8412938117980957, 1.808588445186615, 1.7074266076087952, 1.5802348256111145]
[2025-06-02 12:30:41,085] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 12:31:00,436] [SEDG] [INFO] Epoch:29 || Train Acc@1  85.28 ( 83.19), Train Cla Loss 7.0490e+01 (7.6361e+01)
[2025-06-02 12:31:01,036] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [94.0, 91.0, 78.0, 76.0, 58.0], Val Loss  [0.22116702049970627, 0.2570711821317673, 0.4318380504846573, 0.42116355895996094, 0.7493005394935608] || Best Acc@1:96.200
[2025-06-02 12:31:01,049] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [46.0, 45.0, 43.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.9605015516281128, 1.1132986545562744, 1.2397510409355164, 1.3962352871894836, 1.3661234974861145, 1.6589632630348206, 1.838620126247406, 1.8239768743515015, 1.7615116238594055, 1.6877513527870178]
[2025-06-02 12:31:01,081] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 12:31:22,925] [SEDG] [INFO] Epoch:30 || Train Acc@1  86.94 ( 83.72), Train Cla Loss 6.5367e+01 (7.3830e+01)
[2025-06-02 12:31:23,863] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [94.0, 91.0, 77.0, 73.0, 56.0], Val Loss  [0.2165745124220848, 0.26809607446193695, 0.5598926395177841, 0.5474415868520737, 0.9921973347663879] || Best Acc@1:96.200
[2025-06-02 12:31:23,886] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [44.0, 43.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.2858392000198364, 1.4549248218536377, 1.5535141825675964, 1.715415596961975, 1.534503161907196, 1.7868666648864746, 1.9403237104415894, 1.9125137329101562, 1.8457233905792236, 1.7823612689971924]
[2025-06-02 12:31:24,005] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 12:31:45,984] [SEDG] [INFO] Epoch:31 || Train Acc@1  83.89 ( 84.30), Train Cla Loss 7.6157e+01 (7.2132e+01)
[2025-06-02 12:31:46,617] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [95.0, 89.0, 72.0, 69.0, 51.0], Val Loss  [0.24217577278614044, 0.2879577726125717, 0.5115019530057907, 0.49831509590148926, 0.9181542098522186] || Best Acc@1:96.200
[2025-06-02 12:31:46,618] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [42.0, 42.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.1853611469268799, 1.351022183895111, 1.4645920395851135, 1.6328893303871155, 1.4801241755485535, 1.7271263599395752, 1.8836682438850403, 1.870388150215149, 1.832965612411499, 1.794302225112915]
[2025-06-02 12:31:46,651] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 12:32:09,293] [SEDG] [INFO] Epoch:32 || Train Acc@1  84.44 ( 85.14), Train Cla Loss 7.0579e+01 (6.9741e+01)
[2025-06-02 12:32:09,909] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [94.0, 91.0, 79.0, 74.0, 56.0], Val Loss  [0.16910455375909805, 0.2166154459118843, 0.5200476050376892, 0.5111788809299469, 1.0115925967693329] || Best Acc@1:96.200
[2025-06-02 12:32:09,909] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [44.0, 43.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.354075312614441, 1.5807721018791199, 1.688159465789795, 1.9057572484016418, 1.6493838429450989, 1.885603666305542, 2.053346276283264, 2.0372785329818726, 1.9928531050682068, 1.9566690325737]
[2025-06-02 12:32:09,943] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 12:32:31,545] [SEDG] [INFO] Epoch:33 || Train Acc@1  85.00 ( 85.63), Train Cla Loss 7.6156e+01 (6.8179e+01)
[2025-06-02 12:32:32,169] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [94.0, 92.0, 79.0, 76.0, 57.0], Val Loss  [0.22375932335853577, 0.2541438266634941, 0.4801347553730011, 0.46790720522403717, 0.8838555216789246] || Best Acc@1:96.200
[2025-06-02 12:32:32,169] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [44.0, 43.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.1612631678581238, 1.3088629841804504, 1.3871099352836609, 1.556212842464447, 1.4010464549064636, 1.6577895879745483, 1.8509368896484375, 1.8832818865776062, 1.9095051884651184, 1.9136934876441956]
[2025-06-02 12:32:32,206] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 12:32:51,839] [SEDG] [INFO] Epoch:34 || Train Acc@1  88.61 ( 85.92), Train Cla Loss 6.1530e+01 (6.7244e+01)
[2025-06-02 12:32:52,287] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [94.0, 91.0, 78.0, 72.0, 56.0], Val Loss  [0.21067865937948227, 0.2541850656270981, 0.5122643858194351, 0.5195818394422531, 1.0087498724460602] || Best Acc@1:96.200
[2025-06-02 12:32:52,288] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [43.0, 42.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.3599194288253784, 1.6090888977050781, 1.7449954152107239, 2.0550765991210938, 1.8198385834693909, 2.1054380536079407, 2.3234163522720337, 2.3187315464019775, 2.3746674060821533, 2.4073973894119263]
[2025-06-02 12:32:52,319] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 12:33:14,527] [SEDG] [INFO] Epoch:35 || Train Acc@1  86.11 ( 86.63), Train Cla Loss 6.4166e+01 (6.4415e+01)
[2025-06-02 12:33:15,008] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [95.0, 89.0, 72.0, 69.0, 48.0], Val Loss  [0.2255900874733925, 0.2879648655653, 0.586591973900795, 0.593012660741806, 1.1364707350730896] || Best Acc@1:96.200
[2025-06-02 12:33:15,009] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [42.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.5299944877624512, 1.8237504363059998, 1.97292822599411, 2.32645046710968, 2.01201331615448, 2.3385584354400635, 2.6105998754501343, 2.636532187461853, 2.684383273124695, 2.7230650186538696]
[2025-06-02 12:33:15,047] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 12:33:36,426] [SEDG] [INFO] Epoch:36 || Train Acc@1  90.00 ( 86.82), Train Cla Loss 5.7173e+01 (6.4093e+01)
[2025-06-02 12:33:36,947] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [96.0, 95.0, 81.0, 78.0, 60.0], Val Loss  [0.16659646481275558, 0.19451726227998734, 0.4024321287870407, 0.4093361496925354, 0.8227519690990448] || Best Acc@1:96.200
[2025-06-02 12:33:36,947] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [45.0, 44.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.1542247533798218, 1.42738276720047, 1.6061415672302246, 1.946134865283966, 1.8034191727638245, 2.211869955062866, 2.5366923809051514, 2.6128900051116943, 2.7011348009109497, 2.7399102449417114]
[2025-06-02 12:33:36,982] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 12:33:56,944] [SEDG] [INFO] Epoch:37 || Train Acc@1  89.44 ( 87.28), Train Cla Loss 5.3746e+01 (6.2819e+01)
[2025-06-02 12:33:57,375] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [95.0, 90.0, 73.0, 70.0, 51.0], Val Loss  [0.16682450473308563, 0.24314861744642258, 0.6515857875347137, 0.673186719417572, 1.3362037539482117] || Best Acc@1:96.200
[2025-06-02 12:33:57,375] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [42.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.8280106782913208, 2.1414819955825806, 2.320326864719391, 2.6262634992599487, 2.2448335886001587, 2.6244194507598877, 2.9756780862808228, 3.040404796600342, 3.0916770696640015, 3.1574363708496094]
[2025-06-02 12:33:57,416] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-02 12:34:18,294] [SEDG] [INFO] Epoch:38 || Train Acc@1  89.44 ( 87.78), Train Cla Loss 5.8909e+01 (6.0804e+01)
[2025-06-02 12:34:18,817] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [94.0, 91.0, 78.0, 72.0, 53.0], Val Loss  [0.1617722138762474, 0.2213771492242813, 0.5917026102542877, 0.6104736030101776, 1.1927521228790283] || Best Acc@1:96.200
[2025-06-02 12:34:18,817] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [43.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.6335560083389282, 1.9267431497573853, 2.1153603196144104, 2.4174689054489136, 2.16052782535553, 2.6038342714309692, 3.0046008825302124, 3.074926972389221, 3.1275417804718018, 3.2126271724700928]
[2025-06-02 12:34:18,853] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-02 12:34:39,114] [SEDG] [INFO] Epoch:39 || Train Acc@1  87.50 ( 87.99), Train Cla Loss 6.0326e+01 (6.0126e+01)
[2025-06-02 12:34:39,596] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [94.0, 91.0, 79.0, 74.0, 55.0], Val Loss  [0.1596110686659813, 0.20869039744138718, 0.5419988036155701, 0.5577299892902374, 1.1161303520202637] || Best Acc@1:96.200
[2025-06-02 12:34:39,597] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [43.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.5618793368339539, 1.880454659461975, 2.0836185216903687, 2.4292222261428833, 2.206719219684601, 2.675039529800415, 3.0655853748321533, 3.109397768974304, 3.1748170852661133, 3.2887349128723145]
[2025-06-02 12:34:39,638] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-02 12:35:00,063] [SEDG] [INFO] Epoch:40 || Train Acc@1  91.94 ( 88.48), Train Cla Loss 5.1532e+01 (5.8201e+01)
[2025-06-02 12:35:00,564] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [94.0, 91.0, 77.0, 72.0, 52.0], Val Loss  [0.20615193247795105, 0.25531888753175735, 0.6560497581958771, 0.6777485013008118, 1.3554792404174805] || Best Acc@1:96.200
[2025-06-02 12:35:00,564] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [43.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.9105838537216187, 2.1977343559265137, 2.4218801259994507, 2.7439920902252197, 2.4179370403289795, 2.924991726875305, 3.3386470079421997, 3.4021233320236206, 3.45233690738678, 3.5938040018081665]
[2025-06-02 12:35:00,607] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-02 12:35:20,104] [SEDG] [INFO] Epoch:41 || Train Acc@1  88.89 ( 88.49), Train Cla Loss 5.1825e+01 (5.8244e+01)
[2025-06-02 12:35:20,866] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [95.0, 91.0, 72.0, 69.0, 47.0], Val Loss  [0.21815310418605804, 0.2933354377746582, 0.6674575805664062, 0.7166285812854767, 1.411493718624115] || Best Acc@1:96.200
[2025-06-02 12:35:20,867] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.9802813529968262, 2.204903304576874, 2.4189836978912354, 2.7648919820785522, 2.475734829902649, 2.973201274871826, 3.364077925682068, 3.44162654876709, 3.512189030647278, 3.695285677909851]
[2025-06-02 12:35:20,907] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-02 12:35:43,226] [SEDG] [INFO] Epoch:42 || Train Acc@1  86.67 ( 88.87), Train Cla Loss 6.2725e+01 (5.6923e+01)
[2025-06-02 12:35:43,857] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [95.0, 89.0, 72.0, 69.0, 46.0], Val Loss  [0.21955694258213043, 0.2831677421927452, 0.685753345489502, 0.7269311249256134, 1.4614537954330444] || Best Acc@1:96.200
[2025-06-02 12:35:43,865] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.0772624611854553, 2.33940589427948, 2.5698957443237305, 2.9477548599243164, 2.629340648651123, 3.154733419418335, 3.5843194723129272, 3.6613889932632446, 3.737380266189575, 3.946424126625061]
[2025-06-02 12:35:43,925] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-02 12:36:07,280] [SEDG] [INFO] Epoch:43 || Train Acc@1  89.17 ( 89.17), Train Cla Loss 5.6363e+01 (5.6086e+01)
[2025-06-02 12:36:07,978] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [94.0, 91.0, 75.0, 69.0, 47.0], Val Loss  [0.20242010056972504, 0.26483680307865143, 0.7017920017242432, 0.7576726078987122, 1.5351475477218628] || Best Acc@1:96.200
[2025-06-02 12:36:07,978] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.167795181274414, 2.40227735042572, 2.6041111946105957, 3.007871150970459, 2.6931750774383545, 3.252532958984375, 3.6974352598190308, 3.7666298151016235, 3.8499239683151245, 4.072591304779053]
[2025-06-02 12:36:08,017] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-02 12:36:31,450] [SEDG] [INFO] Epoch:44 || Train Acc@1  91.94 ( 89.41), Train Cla Loss 4.4450e+01 (5.4791e+01)
[2025-06-02 12:36:32,039] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [94.0, 91.0, 75.0, 69.0, 47.0], Val Loss  [0.15556462109088898, 0.22133518010377884, 0.618350476026535, 0.6801354289054871, 1.380632758140564] || Best Acc@1:96.200
[2025-06-02 12:36:32,039] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.9930325150489807, 2.264975666999817, 2.501717448234558, 2.9495776891708374, 2.682149291038513, 3.2698315382003784, 3.714121103286743, 3.756963610649109, 3.8427586555480957, 4.056743860244751]
[2025-06-02 12:36:32,070] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-02 12:36:54,705] [SEDG] [INFO] Epoch:45 || Train Acc@1  93.89 ( 89.52), Train Cla Loss 3.7770e+01 (5.3888e+01)
[2025-06-02 12:36:55,347] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [94.0, 91.0, 78.0, 71.0, 51.0], Val Loss  [0.18426579236984253, 0.24237489700317383, 0.7014800310134888, 0.7816803753376007, 1.566766083240509] || Best Acc@1:96.200
[2025-06-02 12:36:55,347] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.226091146469116, 2.4470937252044678, 2.6376399993896484, 3.056550979614258, 2.7130699157714844, 3.293120861053467, 3.7237707376480103, 3.74528706073761, 3.8199236392974854, 4.030943036079407]
[2025-06-02 12:36:55,370] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-02 12:37:16,779] [SEDG] [INFO] Epoch:46 || Train Acc@1  91.67 ( 89.82), Train Cla Loss 4.5471e+01 (5.2971e+01)
[2025-06-02 12:37:17,309] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [94.0, 88.0, 71.0, 67.0, 43.0], Val Loss  [0.24462144821882248, 0.35734131932258606, 0.8322764337062836, 0.9568730890750885, 1.8702251315116882] || Best Acc@1:96.200
[2025-06-02 12:37:17,310] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.5216991901397705, 2.74499773979187, 2.8892931938171387, 3.3171204328536987, 2.8643314838409424, 3.4616663455963135, 3.8827234506607056, 3.845777750015259, 3.9002033472061157, 4.101886749267578]
[2025-06-02 12:37:17,353] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-02 12:37:37,411] [SEDG] [INFO] Epoch:47 || Train Acc@1  89.17 ( 89.93), Train Cla Loss 6.2406e+01 (5.3078e+01)
[2025-06-02 12:37:38,018] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [91.0, 86.0, 71.0, 67.0, 44.0], Val Loss  [0.22954155504703522, 0.3268781453371048, 0.6777424812316895, 0.7714925706386566, 1.4702622294425964] || Best Acc@1:96.200
[2025-06-02 12:37:38,018] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.9230579137802124, 2.1684045791625977, 2.3565772771835327, 2.8606889247894287, 2.605721592903137, 3.1776376962661743, 3.5842177867889404, 3.582547903060913, 3.6608920097351074, 3.885879397392273]
[2025-06-02 12:37:38,051] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-02 12:37:59,077] [SEDG] [INFO] Epoch:48 || Train Acc@1  90.56 ( 90.28), Train Cla Loss 4.9400e+01 (5.2155e+01)
[2025-06-02 12:37:59,581] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [94.0, 91.0, 73.0, 69.0, 46.0], Val Loss  [0.1946304589509964, 0.28080733120441437, 0.7204170823097229, 0.8450203537940979, 1.674516499042511] || Best Acc@1:96.200
[2025-06-02 12:37:59,581] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.252118945121765, 2.5001250505447388, 2.6699957847595215, 3.138576626777649, 2.7601131200790405, 3.3645148277282715, 3.7757214307785034, 3.7516366243362427, 3.8155407905578613, 4.0285022258758545]
[2025-06-02 12:37:59,622] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-02 12:38:19,124] [SEDG] [INFO] Epoch:49 || Train Acc@1  90.56 ( 90.60), Train Cla Loss 4.7095e+01 (5.0694e+01)
[2025-06-02 12:38:19,574] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [95.0, 91.0, 72.0, 68.0, 44.0], Val Loss  [0.1879306472837925, 0.2975652813911438, 0.7510653734207153, 0.8866642117500305, 1.7530454397201538] || Best Acc@1:96.200
[2025-06-02 12:38:19,574] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.3623008728027344, 2.61135470867157, 2.786860466003418, 3.2503875494003296, 2.7993983030319214, 3.399958848953247, 3.8073980808258057, 3.77617871761322, 3.840527653694153, 4.051506876945496]
[2025-06-02 12:38:19,606] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-02 12:38:20,102] [SEDG] [INFO] Val  Acc@1: [94.0, 97.0, 97.0, 95.0, 98.0], Val Loss  [0.23908590525388718, 0.28012268245220184, 0.31333670020103455, 0.3366719186306, 0.3561867028474808]
[2025-06-02 12:38:20,102] [SEDG] [INFO] Test  Acc@1: [100.0, 92.0, 81.0, 81.0, 65.0, 71.0, 76.0, 71.0, 70.0, 72.0], Test Loss [0.3502521812915802, 0.36207835376262665, 0.416837677359581, 0.36341941356658936, 0.5158723592758179, 0.5349290072917938, 0.4571581482887268, 0.5465891808271408, 0.7422637641429901, 0.6251928508281708]
[2025-06-02 12:38:20,102] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-02 12:38:20,107] [SEDG] [INFO] Val  Mean&Var: [(94.0, 1.4142151), (97.0, 2.1213188), (97.0, 0.7071037), (95.0, 0.70710754), (98.0, 0.0)]
[2025-06-02 12:38:20,107] [SEDG] [INFO] Test  Mean&Var: [(100.0, 0.0), (92.0, 4.2426395), (81.0, 4.949749), (81.0, 2.1213188), (65.0, 2.1213207), (71.0, 2.1213188), (76.0, 2.8284264), (71.0, 0.70710754), (70.0, 4.2426414), (72.0, 0.0)]
