[2025-06-02 12:20:53,092] [SEDG] [INFO] 
[2025-06-02 12:20:53,092] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-02 12:22:42,656] [SEDG] [INFO] Epoch:0 || Train Acc@1  94.44 ( 83.06), Train Cla Loss 2.6114e+01 (1.4409e+02)
[2025-06-02 12:22:43,444] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [97.0, 99.0, 97.0, 93.0, 90.0], Val Loss  [0.07369252853095531, 0.08097058534622192, 0.10329049825668335, 0.16066719591617584, 0.27445001900196075] || Best Acc@1:95.200
[2025-06-02 12:22:43,445] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [84.0, 80.0, 71.0, 82.0, 82.0, 89.0, 94.0, 96.0, 97.0, 92.0], Test Loss [0.3541000038385391, 0.4600300043821335, 0.5826092809438705, 0.3830610513687134, 0.36104802787303925, 0.1999855898320675, 0.12004304677248001, 0.09442537650465965, 0.12960819527506828, 0.13773106783628464]
[2025-06-02 12:22:43,465] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-02 12:24:34,835] [SEDG] [INFO] Epoch:1 || Train Acc@1  95.28 ( 95.28), Train Cla Loss 2.3377e+01 (2.2707e+01)
[2025-06-02 12:24:35,327] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [99.0, 98.0, 94.0, 93.0, 91.0], Val Loss  [0.05169469304382801, 0.06880355812609196, 0.1402155477553606, 0.11626246944069862, 0.15677560120821] || Best Acc@1:95.200
[2025-06-02 12:24:35,328] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [93.0, 88.0, 81.0, 85.0, 76.0, 65.0, 55.0, 45.0, 46.0, 48.0], Test Loss [0.1415833719074726, 0.2445799931883812, 0.3775900900363922, 0.441788911819458, 0.7269346415996552, 1.2423861026763916, 1.860944390296936, 2.2597732543945312, 2.8167033195495605, 2.687342047691345]
[2025-06-02 12:24:35,354] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-02 12:26:17,027] [SEDG] [INFO] Epoch:2 || Train Acc@1  96.67 ( 96.69), Train Cla Loss 1.7496e+01 (1.6012e+01)
[2025-06-02 12:26:17,424] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [97.0, 95.0, 88.0, 90.0, 80.0], Val Loss  [0.07908649556338787, 0.1253848783671856, 0.3066495358943939, 0.25865596532821655, 0.4549074023962021] || Best Acc@1:95.200
[2025-06-02 12:26:17,424] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [78.0, 75.0, 68.0, 78.0, 64.0, 58.0, 43.0, 36.0, 37.0, 33.0], Test Loss [0.5475100129842758, 0.8811322748661041, 1.2814744710922241, 1.2124121189117432, 1.815938651561737, 2.7209432125091553, 3.7305513620376587, 4.472090244293213, 4.999243497848511, 4.85012674331665]
[2025-06-02 12:26:17,460] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-02 12:28:10,388] [SEDG] [INFO] Epoch:3 || Train Acc@1  97.22 ( 97.12), Train Cla Loss 1.4344e+01 (1.3888e+01)
[2025-06-02 12:28:10,834] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [95.0, 95.0, 83.0, 85.0, 75.0], Val Loss  [0.08385229110717773, 0.16218692436814308, 0.5457015037536621, 0.4452010989189148, 0.9342877864837646] || Best Acc@1:95.200
[2025-06-02 12:28:10,834] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [70.0, 67.0, 63.0, 57.0, 58.0, 47.0, 32.0, 31.0, 30.0, 28.0], Test Loss [1.2027458250522614, 1.7827868461608887, 2.448400378227234, 2.388739824295044, 3.2334063053131104, 4.495766639709473, 5.918095111846924, 6.893382549285889, 7.369914531707764, 7.285021781921387]
[2025-06-02 12:28:10,872] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-02 12:29:57,468] [SEDG] [INFO] Epoch:4 || Train Acc@1  96.39 ( 97.59), Train Cla Loss 1.5156e+01 (1.1761e+01)
[2025-06-02 12:29:57,902] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [95.0, 94.0, 83.0, 86.0, 76.0], Val Loss  [0.08728636801242828, 0.1690596342086792, 0.6172555238008499, 0.508915975689888, 1.185290515422821] || Best Acc@1:95.200
[2025-06-02 12:29:57,902] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [68.0, 63.0, 56.0, 51.0, 52.0, 39.0, 30.0, 30.0, 30.0, 28.0], Test Loss [1.6294243931770325, 2.3784210681915283, 3.1962419748306274, 3.2172293663024902, 4.247784376144409, 5.9053144454956055, 7.660377740859985, 8.745328426361084, 9.238689422607422, 9.12910270690918]
[2025-06-02 12:29:57,934] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-02 12:31:47,840] [SEDG] [INFO] Epoch:5 || Train Acc@1  98.06 ( 97.76), Train Cla Loss 1.0880e+01 (1.1157e+01)
[2025-06-02 12:31:48,426] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [98.0, 97.0, 93.0, 93.0, 81.0], Val Loss  [0.044475282076746225, 0.052301621064543724, 0.27206769585609436, 0.19320441037416458, 0.7041325271129608] || Best Acc@1:95.200
[2025-06-02 12:31:48,438] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [74.0, 71.0, 64.0, 57.0, 58.0, 41.0, 30.0, 30.0, 30.0, 28.0], Test Loss [1.1311625838279724, 1.8831802010536194, 2.7402899265289307, 2.7819738388061523, 4.149847984313965, 6.0118138790130615, 8.097784519195557, 9.376060962677002, 10.043276309967041, 9.941922187805176]
[2025-06-02 12:31:48,503] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-02 12:33:31,912] [SEDG] [INFO] Epoch:6 || Train Acc@1  99.17 ( 97.94), Train Cla Loss 6.1025e+00 (1.0263e+01)
[2025-06-02 12:33:32,492] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [98.0, 98.0, 92.0, 91.0, 78.0], Val Loss  [0.03746050875633955, 0.06679091602563858, 0.3572829067707062, 0.2776525355875492, 0.8780826926231384] || Best Acc@1:95.200
[2025-06-02 12:33:32,492] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [73.0, 68.0, 64.0, 55.0, 57.0, 38.0, 29.0, 29.0, 30.0, 28.0], Test Loss [1.3511967658996582, 2.175401747226715, 3.1184279918670654, 3.2119799852371216, 4.702820539474487, 6.797992467880249, 9.0890212059021, 10.45829963684082, 11.112008571624756, 11.047080039978027]
[2025-06-02 12:33:32,539] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-02 12:35:15,814] [SEDG] [INFO] Epoch:7 || Train Acc@1  97.78 ( 98.11), Train Cla Loss 1.4562e+01 (9.4110e+00)
[2025-06-02 12:35:16,257] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [98.0, 97.0, 95.0, 96.0, 84.0], Val Loss  [0.06355734914541245, 0.0536557175219059, 0.21420852094888687, 0.13350284099578857, 0.5798414796590805] || Best Acc@1:95.200
[2025-06-02 12:35:16,257] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [75.0, 72.0, 66.0, 60.0, 59.0, 43.0, 30.0, 30.0, 30.0, 28.0], Test Loss [1.0087068676948547, 1.8361684679985046, 2.779999017715454, 2.8139843940734863, 4.5180394649505615, 6.692636728286743, 9.139653205871582, 10.69989538192749, 11.511319637298584, 11.538846492767334]
[2025-06-02 12:35:16,290] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-02 12:37:06,077] [SEDG] [INFO] Epoch:8 || Train Acc@1  99.17 ( 98.17), Train Cla Loss 4.5588e+00 (9.1870e+00)
[2025-06-02 12:37:06,567] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [98.0, 98.0, 92.0, 91.0, 79.0], Val Loss  [0.037972960621118546, 0.06344097293913364, 0.3655052185058594, 0.2802748754620552, 0.9855570495128632] || Best Acc@1:95.200
[2025-06-02 12:37:06,568] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [71.0, 67.0, 63.0, 54.0, 52.0, 34.0, 26.0, 29.0, 30.0, 28.0], Test Loss [1.6007683873176575, 2.6044652462005615, 3.734597325325012, 3.8910772800445557, 5.7743754386901855, 8.50408124923706, 11.367406845092773, 13.000088691711426, 13.6546311378479, 13.75236988067627]
[2025-06-02 12:37:06,603] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-02 12:38:47,707] [SEDG] [INFO] Epoch:9 || Train Acc@1  98.89 ( 98.23), Train Cla Loss 5.3466e+00 (9.0927e+00)
[2025-06-02 12:38:48,092] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [93.0, 88.0, 82.0, 83.0, 72.0], Val Loss  [0.2074580378830433, 0.3260834887623787, 1.0517395734786987, 0.8946812748908997, 2.1034897565841675] || Best Acc@1:95.200
[2025-06-02 12:38:48,093] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [63.0, 53.0, 52.0, 46.0, 45.0, 32.0, 25.0, 29.0, 30.0, 28.0], Test Loss [3.0401549339294434, 4.357675790786743, 5.668814182281494, 6.03605055809021, 7.83008074760437, 11.03350830078125, 14.147294044494629, 15.635910034179688, 16.17613649368286, 16.305603504180908]
[2025-06-02 12:38:48,181] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-02 12:40:22,284] [SEDG] [INFO] Epoch:10 || Train Acc@1  98.89 ( 98.27), Train Cla Loss 3.7229e+00 (8.7810e+00)
[2025-06-02 12:40:23,017] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [98.0, 98.0, 90.0, 91.0, 78.0], Val Loss  [0.03971662698313594, 0.07761763036251068, 0.46742989122867584, 0.36574484407901764, 1.3117510080337524] || Best Acc@1:95.200
[2025-06-02 12:40:23,018] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [71.0, 64.0, 59.0, 51.0, 50.0, 33.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.1053664684295654, 3.313642978668213, 4.659823894500732, 5.005943298339844, 7.1287758350372314, 10.45478630065918, 13.845890522003174, 15.71929931640625, 16.462024688720703, 16.792887687683105]
[2025-06-02 12:40:23,044] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 12:41:44,728] [SEDG] [INFO] Epoch:11 || Train Acc@1  98.06 ( 98.41), Train Cla Loss 7.8361e+00 (8.1005e+00)
[2025-06-02 12:41:45,117] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [99.0, 96.0, 94.0, 92.0, 79.0], Val Loss  [0.051190645433962345, 0.061788009479641914, 0.3509841784834862, 0.24825190752744675, 1.0787724256515503] || Best Acc@1:95.200
[2025-06-02 12:41:45,117] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [72.0, 65.0, 62.0, 54.0, 52.0, 34.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.837051510810852, 3.049739718437195, 4.415565490722656, 4.718613386154175, 6.95305609703064, 10.317553997039795, 13.87757158279419, 16.01649522781372, 16.87241268157959, 17.324525833129883]
[2025-06-02 12:41:45,149] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 12:43:14,103] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.06 ( 98.28), Train Cla Loss 1.2851e+01 (9.0054e+00)
[2025-06-02 12:43:14,500] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [95.0, 91.0, 81.0, 83.0, 72.0], Val Loss  [0.1584751009941101, 0.2993503659963608, 1.2077415585517883, 1.0315300822257996, 2.558089256286621] || Best Acc@1:95.200
[2025-06-02 12:43:14,500] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [60.0, 51.0, 50.0, 38.0, 44.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [3.769125819206238, 5.423993349075317, 6.994669198989868, 7.7623679637908936, 9.797365188598633, 13.538281917572021, 17.23258876800537, 18.669408798217773, 19.27066707611084, 19.802820205688477]
[2025-06-02 12:43:14,533] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 12:44:46,468] [SEDG] [INFO] Epoch:13 || Train Acc@1  98.33 ( 98.24), Train Cla Loss 1.2138e+01 (9.3907e+00)
[2025-06-02 12:44:47,027] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [95.0, 94.0, 82.0, 84.0, 72.0], Val Loss  [0.10310632735490799, 0.2224721536040306, 1.1404205560684204, 0.9626172184944153, 2.538892388343811] || Best Acc@1:95.200
[2025-06-02 12:44:47,027] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [61.0, 51.0, 50.0, 35.0, 43.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [3.8049744367599487, 5.614144325256348, 7.348303556442261, 8.41026496887207, 10.53081464767456, 14.508078575134277, 18.287400245666504, 19.621153831481934, 20.27323055267334, 20.944079399108887]
[2025-06-02 12:44:47,060] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 12:46:17,825] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.89 ( 98.35), Train Cla Loss 3.8307e+00 (8.8137e+00)
[2025-06-02 12:46:18,345] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [98.0, 98.0, 84.0, 87.0, 76.0], Val Loss  [0.046076830476522446, 0.11297098733484745, 0.7217797636985779, 0.5841242372989655, 1.9070911407470703] || Best Acc@1:95.200
[2025-06-02 12:46:18,345] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [68.0, 59.0, 52.0, 43.0, 44.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [3.006264567375183, 4.667877197265625, 6.468407869338989, 7.3831493854522705, 9.936726093292236, 14.106697082519531, 18.203454971313477, 19.939074516296387, 20.715282440185547, 21.474740982055664]
[2025-06-02 12:46:18,382] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 12:47:52,735] [SEDG] [INFO] Epoch:15 || Train Acc@1  99.17 ( 98.26), Train Cla Loss 4.8332e+00 (9.0665e+00)
[2025-06-02 12:47:53,106] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [97.0, 96.0, 92.0, 92.0, 79.0], Val Loss  [0.07373179495334625, 0.08594987727701664, 0.43615010753273964, 0.301870197057724, 1.3580293655395508] || Best Acc@1:95.200
[2025-06-02 12:47:53,107] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [71.0, 64.0, 55.0, 47.0, 45.0, 32.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.315366208553314, 3.8765509128570557, 5.6281434297561646, 6.4413979053497314, 9.234103918075562, 13.515920162200928, 17.85649585723877, 19.97874641418457, 20.89785861968994, 21.78042697906494]
[2025-06-02 12:47:53,140] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 12:49:28,531] [SEDG] [INFO] Epoch:16 || Train Acc@1  99.44 ( 98.35), Train Cla Loss 4.6232e+00 (8.8367e+00)
[2025-06-02 12:49:29,039] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [98.0, 98.0, 83.0, 86.0, 73.0], Val Loss  [0.050551431719213724, 0.12495872378349304, 0.8380358219146729, 0.6959639638662338, 2.2296441793441772] || Best Acc@1:95.200
[2025-06-02 12:49:29,039] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [66.0, 53.0, 51.0, 37.0, 43.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [3.547793388366699, 5.486159563064575, 7.4580864906311035, 8.679108142852783, 11.214697360992432, 15.693379878997803, 19.93337345123291, 21.641947746276855, 22.466655731201172, 23.328251838684082]
[2025-06-02 12:49:29,124] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 12:51:10,227] [SEDG] [INFO] Epoch:17 || Train Acc@1  95.56 ( 98.34), Train Cla Loss 2.8090e+01 (8.8697e+00)
[2025-06-02 12:51:10,695] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [98.0, 97.0, 83.0, 85.0, 72.0], Val Loss  [0.05290544684976339, 0.1463804468512535, 1.0087737441062927, 0.8503882586956024, 2.584042549133301] || Best Acc@1:95.200
[2025-06-02 12:51:10,696] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [61.0, 52.0, 50.0, 35.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [4.057867050170898, 6.094736814498901, 8.057454824447632, 9.473979473114014, 11.882919311523438, 16.507387161254883, 20.809972763061523, 22.579906463623047, 23.466397285461426, 24.467001914978027]
[2025-06-02 12:51:10,726] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 12:52:46,479] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.44 ( 98.25), Train Cla Loss 4.7038e+00 (9.7424e+00)
[2025-06-02 12:52:46,877] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [94.0, 94.0, 82.0, 81.0, 62.0], Val Loss  [0.12181312218308449, 0.28277772665023804, 1.6108818054199219, 1.424034833908081, 3.713974952697754] || Best Acc@1:95.200
[2025-06-02 12:52:46,878] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [54.0, 48.0, 46.0, 33.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [5.616267919540405, 7.9463934898376465, 9.928700923919678, 11.834842681884766, 13.877354145050049, 18.7473201751709, 23.109792709350586, 24.4836483001709, 25.272058486938477, 26.263434410095215]
[2025-06-02 12:52:46,911] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 12:54:29,767] [SEDG] [INFO] Epoch:19 || Train Acc@1  98.89 ( 98.58), Train Cla Loss 5.1716e+00 (7.3079e+00)
[2025-06-02 12:54:30,327] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [94.0, 94.0, 82.0, 81.0, 61.0], Val Loss  [0.12867183983325958, 0.30088968575000763, 1.7394418120384216, 1.547808587551117, 4.0383381843566895] || Best Acc@1:95.200
[2025-06-02 12:54:30,327] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [53.0, 47.0, 43.0, 33.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [6.091898441314697, 8.557502269744873, 10.643962383270264, 12.795902729034424, 14.840299129486084, 19.95773983001709, 24.472108840942383, 25.815767288208008, 26.593876838684082, 27.63071060180664]
[2025-06-02 12:54:30,360] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 12:56:08,807] [SEDG] [INFO] Epoch:20 || Train Acc@1  98.33 ( 98.46), Train Cla Loss 7.7411e+00 (8.1851e+00)
[2025-06-02 12:56:09,455] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [99.0, 96.0, 82.0, 85.0, 71.0], Val Loss  [0.05801418703049421, 0.1575113795697689, 1.1372238993644714, 0.9719793796539307, 3.057466149330139] || Best Acc@1:95.200
[2025-06-02 12:56:09,455] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [59.0, 50.0, 50.0, 35.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [4.8960020542144775, 7.32578182220459, 9.522233009338379, 11.501250743865967, 14.083087921142578, 19.393665313720703, 24.20027446746826, 25.944546699523926, 26.903810501098633, 28.081063270568848]
[2025-06-02 12:56:09,484] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 12:57:44,712] [SEDG] [INFO] Epoch:21 || Train Acc@1  99.44 ( 98.52), Train Cla Loss 2.8654e+00 (7.7693e+00)
[2025-06-02 12:57:45,020] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [97.0, 96.0, 82.0, 83.0, 66.0], Val Loss  [0.0736413262784481, 0.20530173368752003, 1.5132312774658203, 1.33840012550354, 3.861043930053711] || Best Acc@1:95.200
[2025-06-02 12:57:45,020] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [53.0, 46.0, 43.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [6.113541841506958, 8.871906518936157, 11.179857730865479, 13.743168830871582, 15.971243381500244, 21.54275894165039, 26.458714485168457, 27.955684661865234, 28.828170776367188, 30.042367935180664]
[2025-06-02 12:57:45,051] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 12:59:22,484] [SEDG] [INFO] Epoch:22 || Train Acc@1  98.89 ( 98.51), Train Cla Loss 4.5226e+00 (8.0481e+00)
[2025-06-02 12:59:23,001] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [94.0, 91.0, 79.0, 77.0, 58.0], Val Loss  [0.16612085700035095, 0.4063224047422409, 2.2552462816238403, 2.1352349519729614, 5.450555324554443] || Best Acc@1:95.200
[2025-06-02 12:59:23,001] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [45.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [8.297305822372437, 11.180095672607422, 13.545124053955078, 16.568793296813965, 18.061940670013428, 23.810812950134277, 28.65811538696289, 29.785017013549805, 30.588125228881836, 31.828020095825195]
[2025-06-02 12:59:23,031] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 13:00:57,794] [SEDG] [INFO] Epoch:23 || Train Acc@1  98.33 ( 98.46), Train Cla Loss 6.7251e+00 (8.2690e+00)
[2025-06-02 13:00:58,216] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [94.0, 91.0, 79.0, 77.0, 58.0], Val Loss  [0.13855843245983124, 0.3721557632088661, 2.2516098022460938, 2.147863447666168, 5.593461275100708] || Best Acc@1:95.200
[2025-06-02 13:00:58,216] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [45.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [8.612679243087769, 11.619194984436035, 14.088360786437988, 17.352477073669434, 18.694750785827637, 24.557454109191895, 29.473729133605957, 30.593520164489746, 31.46274757385254, 32.78511714935303]
[2025-06-02 13:00:58,250] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 13:02:36,158] [SEDG] [INFO] Epoch:24 || Train Acc@1  99.72 ( 98.58), Train Cla Loss 3.6967e+00 (7.7324e+00)
[2025-06-02 13:02:36,710] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [94.0, 91.0, 79.0, 76.0, 58.0], Val Loss  [0.15519682317972183, 0.39442896842956543, 2.309349536895752, 2.2208985090255737, 5.773266911506653] || Best Acc@1:95.200
[2025-06-02 13:02:36,710] [SEDG] [INFO] Epoch:24 || 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 [8.928307056427002, 12.005551815032959, 14.539515972137451, 17.963309288024902, 19.20927906036377, 25.20096778869629, 30.163707733154297, 31.287839889526367, 32.2224817276001, 33.64959144592285]
[2025-06-02 13:02:36,744] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 13:04:21,473] [SEDG] [INFO] Epoch:25 || Train Acc@1  97.78 ( 98.40), Train Cla Loss 7.6818e+00 (8.7364e+00)
[2025-06-02 13:04:21,875] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [96.0, 94.0, 80.0, 78.0, 60.0], Val Loss  [0.09325137361884117, 0.29003359377384186, 2.0664307177066803, 1.960937738418579, 5.512991905212402] || Best Acc@1:95.200
[2025-06-02 13:04:21,875] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [45.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [8.811319351196289, 12.129661083221436, 14.800619125366211, 18.33546257019043, 19.706167221069336, 25.96811580657959, 31.150117874145508, 32.34744071960449, 33.307851791381836, 34.78596496582031]
[2025-06-02 13:04:21,905] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 13:05:57,714] [SEDG] [INFO] Epoch:26 || Train Acc@1  99.17 ( 98.41), Train Cla Loss 4.0366e+00 (8.3369e+00)
[2025-06-02 13:05:58,162] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [94.0, 91.0, 79.0, 74.0, 57.0], Val Loss  [0.16923734545707703, 0.44911664724349976, 2.5807825326919556, 2.574090003967285, 6.6264989376068115] || Best Acc@1:95.200
[2025-06-02 13:05:58,162] [SEDG] [INFO] Epoch:26 || 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 [10.298362255096436, 13.589378356933594, 16.23346519470215, 20.04170036315918, 21.04386615753174, 27.488744735717773, 32.65584468841553, 33.62417411804199, 34.52980995178223, 36.049699783325195]
[2025-06-02 13:05:58,199] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 13:07:33,773] [SEDG] [INFO] Epoch:27 || Train Acc@1  99.17 ( 98.49), Train Cla Loss 3.5894e+00 (8.1093e+00)
[2025-06-02 13:07:34,568] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [94.0, 91.0, 78.0, 73.0, 54.0], Val Loss  [0.20575586054474115, 0.5319532752037048, 2.850888729095459, 2.925889253616333, 7.266430616378784] || Best Acc@1:95.200
[2025-06-02 13:07:34,581] [SEDG] [INFO] Epoch:27 || 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 [11.202853679656982, 14.56913948059082, 17.23098659515381, 21.2583065032959, 21.970356941223145, 28.514028549194336, 33.72391891479492, 34.62919807434082, 35.524152755737305, 37.1082878112793]
[2025-06-02 13:07:34,700] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 13:09:15,110] [SEDG] [INFO] Epoch:28 || Train Acc@1  98.89 ( 98.46), Train Cla Loss 4.5613e+00 (8.3751e+00)
[2025-06-02 13:09:15,589] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [94.0, 91.0, 78.0, 73.0, 54.0], Val Loss  [0.18836960941553116, 0.4949292093515396, 2.791534662246704, 2.8741962909698486, 7.259044408798218] || Best Acc@1:95.200
[2025-06-02 13:09:15,590] [SEDG] [INFO] Epoch:28 || 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 [11.26783561706543, 14.662312507629395, 17.341660499572754, 21.41975688934326, 22.16017723083496, 28.82058048248291, 34.133140563964844, 35.1229362487793, 36.096296310424805, 37.73703193664551]
[2025-06-02 13:09:15,627] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 13:10:51,319] [SEDG] [INFO] Epoch:29 || Train Acc@1  99.17 ( 98.54), Train Cla Loss 5.1454e+00 (7.9825e+00)
[2025-06-02 13:10:51,712] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [95.0, 90.0, 72.0, 69.0, 48.0], Val Loss  [0.29289674758911133, 0.7299710512161255, 3.3794394731521606, 3.603427767753601, 8.457370281219482] || Best Acc@1:95.200
[2025-06-02 13:10:51,712] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [40.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [12.696441173553467, 16.119994163513184, 18.77242374420166, 23.12259864807129, 23.4913387298584, 30.36373519897461, 35.80862045288086, 36.76479530334473, 37.69056701660156, 39.39674186706543]
[2025-06-02 13:10:51,747] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 13:12:35,499] [SEDG] [INFO] Epoch:30 || Train Acc@1  99.17 ( 98.69), Train Cla Loss 3.8478e+00 (6.6122e+00)
[2025-06-02 13:12:36,117] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [95.0, 92.0, 80.0, 77.0, 57.0], Val Loss  [0.11547854170203209, 0.34062644094228745, 2.3866052627563477, 2.354310154914856, 6.506985187530518] || Best Acc@1:95.200
[2025-06-02 13:12:36,117] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [44.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [10.459473609924316, 14.04580545425415, 16.905251502990723, 21.04729652404785, 22.242290496826172, 29.25943374633789, 34.96762275695801, 36.258734703063965, 37.40745735168457, 39.247886657714844]
[2025-06-02 13:12:36,156] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 13:14:16,090] [SEDG] [INFO] Epoch:31 || Train Acc@1  98.33 ( 98.65), Train Cla Loss 8.6173e+00 (7.1240e+00)
[2025-06-02 13:14:16,473] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [94.0, 91.0, 78.0, 73.0, 54.0], Val Loss  [0.22456897422671318, 0.5439010560512543, 2.9129356145858765, 2.976047158241272, 7.508446455001831] || Best Acc@1:95.200
[2025-06-02 13:14:16,473] [SEDG] [INFO] Epoch:31 || 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 [11.68336296081543, 15.227677345275879, 18.01581382751465, 22.301074028015137, 23.221094131469727, 30.371560096740723, 36.12900161743164, 37.37493324279785, 38.48898696899414, 40.35683822631836]
[2025-06-02 13:14:16,495] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 13:15:46,929] [SEDG] [INFO] Epoch:32 || Train Acc@1  98.06 ( 98.54), Train Cla Loss 1.2829e+01 (7.7791e+00)
[2025-06-02 13:15:47,559] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [94.0, 91.0, 75.0, 71.0, 50.0], Val Loss  [0.2111712396144867, 0.596455991268158, 3.2403029203414917, 3.4704668521881104, 8.627655744552612] || Best Acc@1:95.200
[2025-06-02 13:15:47,559] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [41.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [13.340234756469727, 17.209994316101074, 20.191105842590332, 25.083499908447266, 25.424864768981934, 32.85189914703369, 38.628557205200195, 39.53689956665039, 40.476436614990234, 42.31132698059082]
[2025-06-02 13:15:47,591] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 13:17:31,668] [SEDG] [INFO] Epoch:33 || Train Acc@1  98.61 ( 98.54), Train Cla Loss 4.6347e+00 (8.1636e+00)
[2025-06-02 13:17:32,101] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [95.0, 90.0, 72.0, 69.0, 45.0], Val Loss  [0.3206072598695755, 0.8118320107460022, 3.7896705865859985, 4.137910723686218, 9.650704860687256] || Best Acc@1:95.200
[2025-06-02 13:17:32,101] [SEDG] [INFO] Epoch:33 || 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 [14.417180061340332, 18.07266139984131, 20.935404777526855, 25.91703701019287, 25.9124116897583, 33.331767082214355, 39.19834327697754, 40.181779861450195, 41.163705825805664, 43.08111763000488]
[2025-06-02 13:17:32,134] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 13:19:04,568] [SEDG] [INFO] Epoch:34 || Train Acc@1  97.78 ( 98.59), Train Cla Loss 1.3435e+01 (7.5123e+00)
[2025-06-02 13:19:04,937] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [94.0, 91.0, 77.0, 70.0, 49.0], Val Loss  [0.21353484690189362, 0.5838116779923439, 3.248962879180908, 3.516439437866211, 8.750640153884888] || Best Acc@1:95.200
[2025-06-02 13:19:04,937] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [40.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [13.581666469573975, 17.49349308013916, 20.51004123687744, 25.54789447784424, 25.88949966430664, 33.49858093261719, 39.547550201416016, 40.65167236328125, 41.71064567565918, 43.72048568725586]
[2025-06-02 13:19:04,975] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 13:20:37,734] [SEDG] [INFO] Epoch:35 || Train Acc@1  99.44 ( 98.64), Train Cla Loss 3.4851e+00 (6.8763e+00)
[2025-06-02 13:20:38,234] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [95.0, 91.0, 77.0, 71.0, 51.0], Val Loss  [0.1926886886358261, 0.5514446347951889, 3.2038978338241577, 3.4881099462509155, 8.844732999801636] || Best Acc@1:95.200
[2025-06-02 13:20:38,234] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [41.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [13.87425184249878, 17.94259738922119, 21.048731803894043, 26.25597095489502, 26.44935894012451, 34.13327598571777, 40.240116119384766, 41.3162727355957, 42.42459487915039, 44.48181915283203]
[2025-06-02 13:20:38,257] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 13:22:10,726] [SEDG] [INFO] Epoch:36 || Train Acc@1  98.61 ( 98.70), Train Cla Loss 4.8552e+00 (6.6956e+00)
[2025-06-02 13:22:11,163] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [94.0, 91.0, 77.0, 72.0, 51.0], Val Loss  [0.21134702116250992, 0.5718380212783813, 3.2882535457611084, 3.5234676599502563, 8.895946502685547] || Best Acc@1:95.200
[2025-06-02 13:22:11,163] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [41.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [13.858137607574463, 17.948601722717285, 21.093233108520508, 26.34388828277588, 26.817503929138184, 34.81301689147949, 41.19307899475098, 42.476558685302734, 43.63864517211914, 45.77763748168945]
[2025-06-02 13:22:11,196] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 13:23:39,601] [SEDG] [INFO] Epoch:37 || Train Acc@1  98.89 ( 98.58), Train Cla Loss 4.3414e+00 (7.6879e+00)
[2025-06-02 13:23:39,953] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [95.0, 90.0, 72.0, 67.0, 44.0], Val Loss  [0.3508458212018013, 0.8936305046081543, 4.236376523971558, 4.778969764709473, 11.032488346099854] || Best Acc@1:95.200
[2025-06-02 13:23:39,953] [SEDG] [INFO] Epoch:37 || 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 [16.302794456481934, 20.09453010559082, 23.107561111450195, 28.598782539367676, 28.400840759277344, 36.4296817779541, 42.69716453552246, 43.654266357421875, 44.64015579223633, 46.71575927734375]
[2025-06-02 13:23:39,984] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-02 13:25:13,074] [SEDG] [INFO] Epoch:38 || Train Acc@1  99.44 ( 98.74), Train Cla Loss 1.6823e+00 (6.5438e+00)
[2025-06-02 13:25:13,494] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [94.0, 91.0, 72.0, 68.0, 44.0], Val Loss  [0.32072944939136505, 0.8241798579692841, 4.135690212249756, 4.667744398117065, 11.003954887390137] || Best Acc@1:95.200
[2025-06-02 13:25:13,494] [SEDG] [INFO] Epoch:38 || 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 [16.450538158416748, 20.44380474090576, 23.605838775634766, 29.330439567565918, 29.211402893066406, 37.49930763244629, 43.911550521850586, 44.83511161804199, 45.81316566467285, 47.92442512512207]
[2025-06-02 13:25:13,525] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-02 13:26:42,448] [SEDG] [INFO] Epoch:39 || Train Acc@1  99.17 ( 98.83), Train Cla Loss 3.6127e+00 (6.0579e+00)
[2025-06-02 13:26:42,817] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [94.0, 91.0, 74.0, 69.0, 46.0], Val Loss  [0.2301122322678566, 0.6396424844861031, 3.6923948526382446, 4.143937468528748, 10.239548683166504] || Best Acc@1:95.200
[2025-06-02 13:26:42,817] [SEDG] [INFO] Epoch:39 || 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 [15.784871101379395, 20.028836250305176, 23.330381393432617, 29.10702610015869, 29.141586303710938, 37.53593444824219, 44.11686325073242, 45.15188026428223, 46.205230712890625, 48.375295639038086]
[2025-06-02 13:26:42,855] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-02 13:28:13,389] [SEDG] [INFO] Epoch:40 || Train Acc@1  98.06 ( 98.44), Train Cla Loss 6.7086e+00 (8.2809e+00)
[2025-06-02 13:28:13,800] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [94.0, 91.0, 72.0, 68.0, 44.0], Val Loss  [0.33463410288095474, 0.8878721445798874, 4.376224517822266, 5.017447471618652, 11.658303260803223] || Best Acc@1:95.200
[2025-06-02 13:28:13,800] [SEDG] [INFO] Epoch:40 || 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 [17.255005836486816, 21.144871711730957, 24.27727222442627, 30.148859977722168, 29.792475700378418, 38.20627021789551, 44.67601203918457, 45.473602294921875, 46.39334678649902, 48.52292823791504]
[2025-06-02 13:28:13,833] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-02 13:29:54,199] [SEDG] [INFO] Epoch:41 || Train Acc@1  98.89 ( 98.60), Train Cla Loss 3.7217e+00 (6.9997e+00)
[2025-06-02 13:29:54,619] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [94.0, 91.0, 74.0, 69.0, 46.0], Val Loss  [0.22916723898379132, 0.6659684777259827, 3.854299783706665, 4.359104514122009, 10.728063583374023] || Best Acc@1:95.200
[2025-06-02 13:29:54,619] [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 [16.43922233581543, 20.66896152496338, 23.961645126342773, 29.895112991333008, 29.82332992553711, 38.388837814331055, 45.098798751831055, 46.11821174621582, 47.15627098083496, 49.39869689941406]
[2025-06-02 13:29:54,648] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-02 13:31:25,184] [SEDG] [INFO] Epoch:42 || Train Acc@1  99.17 ( 98.74), Train Cla Loss 3.7212e+00 (6.3574e+00)
[2025-06-02 13:31:25,542] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [94.0, 90.0, 77.0, 69.0, 47.0], Val Loss  [0.2025286667048931, 0.5904424786567688, 3.6552995443344116, 4.081825137138367, 10.406840324401855] || Best Acc@1:95.200
[2025-06-02 13:31:25,542] [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 [16.260076999664307, 20.728801727294922, 24.19954490661621, 30.316004753112793, 30.417357444763184, 39.221731185913086, 46.097795486450195, 47.1874885559082, 48.306121826171875, 50.7164421081543]
[2025-06-02 13:31:25,570] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-02 13:32:58,246] [SEDG] [INFO] Epoch:43 || Train Acc@1  97.78 ( 98.72), Train Cla Loss 1.1308e+01 (6.5908e+00)
[2025-06-02 13:32:58,632] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [93.0, 89.0, 71.0, 67.0, 44.0], Val Loss  [0.4150251925457269, 1.0726481676101685, 4.987499356269836, 5.805063724517822, 13.128128051757812] || Best Acc@1:95.200
[2025-06-02 13:32:58,632] [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 [19.073290824890137, 22.958470344543457, 26.227272033691406, 32.483625411987305, 32.02519416809082, 41.05219841003418, 47.95929145812988, 48.76434898376465, 49.6956844329834, 52.002912521362305]
[2025-06-02 13:32:58,665] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-02 13:34:41,938] [SEDG] [INFO] Epoch:44 || Train Acc@1  99.17 ( 98.63), Train Cla Loss 3.3425e+00 (6.8611e+00)
[2025-06-02 13:34:42,501] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [94.0, 89.0, 71.0, 67.0, 44.0], Val Loss  [0.4411145746707916, 1.1375589668750763, 5.195378303527832, 6.097672462463379, 13.73194169998169] || Best Acc@1:95.200
[2025-06-02 13:34:42,501] [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 [19.80772876739502, 23.606828689575195, 26.834370613098145, 33.184722900390625, 32.64517402648926, 41.82368278503418, 48.802568435668945, 49.5225715637207, 50.443830490112305, 52.7946834564209]
[2025-06-02 13:34:42,533] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-02 13:36:21,672] [SEDG] [INFO] Epoch:45 || Train Acc@1  98.61 ( 98.78), Train Cla Loss 8.0848e+00 (6.1886e+00)
[2025-06-02 13:36:22,088] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [94.0, 91.0, 73.0, 68.0, 44.0], Val Loss  [0.2958485819399357, 0.8232443034648895, 4.414680242538452, 5.146296501159668, 12.272029399871826] || Best Acc@1:95.200
[2025-06-02 13:36:22,088] [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 [18.491080284118652, 22.796472549438477, 26.32823085784912, 32.813432693481445, 32.66823101043701, 42.02770805358887, 49.207611083984375, 50.07347297668457, 51.05695724487305, 53.51418685913086]
[2025-06-02 13:36:22,105] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-02 13:37:55,015] [SEDG] [INFO] Epoch:46 || Train Acc@1  98.33 ( 98.74), Train Cla Loss 8.1481e+00 (6.2556e+00)
[2025-06-02 13:37:55,565] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [94.0, 87.0, 71.0, 67.0, 44.0], Val Loss  [0.43850378692150116, 1.1042337715625763, 5.087624788284302, 5.928538799285889, 13.490647315979004] || Best Acc@1:95.200
[2025-06-02 13:37:55,565] [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 [19.674138069152832, 23.738106727600098, 27.15855312347412, 33.726837158203125, 33.36723709106445, 42.82387733459473, 49.99798011779785, 50.741729736328125, 51.677303314208984, 54.140520095825195]
[2025-06-02 13:37:55,625] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-02 13:39:28,614] [SEDG] [INFO] Epoch:47 || Train Acc@1  99.72 ( 98.62), Train Cla Loss 2.3737e+00 (6.9945e+00)
[2025-06-02 13:39:29,017] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [94.0, 91.0, 74.0, 68.0, 44.0], Val Loss  [0.2783517390489578, 0.7785191535949707, 4.291466951370239, 4.996813893318176, 12.083290100097656] || Best Acc@1:95.200
[2025-06-02 13:39:29,017] [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 [18.329851150512695, 22.679094314575195, 26.188922882080078, 32.60699653625488, 32.46805191040039, 41.838741302490234, 49.08837890625, 50.10773277282715, 51.164608001708984, 53.72535705566406]
[2025-06-02 13:39:29,041] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-02 13:41:01,365] [SEDG] [INFO] Epoch:48 || Train Acc@1  98.89 ( 98.55), Train Cla Loss 4.9196e+00 (7.5010e+00)
[2025-06-02 13:41:01,774] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [94.0, 91.0, 71.0, 68.0, 44.0], Val Loss  [0.3055804818868637, 0.8913513123989105, 4.621926546096802, 5.5254762172698975, 12.977968215942383] || Best Acc@1:95.200
[2025-06-02 13:41:01,774] [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 [19.278532028198242, 23.286112785339355, 26.676530838012695, 33.22783660888672, 32.976688385009766, 42.487613677978516, 49.816429138183594, 50.75964546203613, 51.77752494812012, 54.28915214538574]
[2025-06-02 13:41:01,804] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-02 13:42:44,954] [SEDG] [INFO] Epoch:49 || Train Acc@1  98.33 ( 98.62), Train Cla Loss 7.7048e+00 (6.6254e+00)
[2025-06-02 13:42:45,518] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [94.0, 91.0, 74.0, 68.0, 45.0], Val Loss  [0.23699070513248444, 0.6754671335220337, 3.977632999420166, 4.692988872528076, 11.650516986846924] || Best Acc@1:95.200
[2025-06-02 13:42:45,523] [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 [17.99154281616211, 22.403103828430176, 26.005800247192383, 32.57692623138428, 32.62808609008789, 42.19413948059082, 49.69595718383789, 50.858205795288086, 51.995201110839844, 54.6475887298584]
[2025-06-02 13:42:45,559] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-02 13:42:46,347] [SEDG] [INFO] Val  Acc@1: [97.0, 99.0, 97.0, 93.0, 90.0], Val Loss  [0.07369253598153591, 0.08097058907151222, 0.10329050198197365, 0.16066721081733704, 0.27445001900196075]
[2025-06-02 13:42:46,347] [SEDG] [INFO] Test  Acc@1: [84.0, 80.0, 71.0, 82.0, 82.0, 89.0, 94.0, 96.0, 97.0, 92.0], Test Loss [0.35409997403621674, 0.46003004908561707, 0.5826092660427094, 0.38306108117103577, 0.36104798316955566, 0.1999855935573578, 0.1200430616736412, 0.09442536160349846, 0.12960819900035858, 0.13773106038570404]
[2025-06-02 13:42:46,348] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-02 13:42:46,350] [SEDG] [INFO] Val  Mean&Var: [(97.0, 0.7071037), (99.0, 0.70710754), (97.0, 0.7071037), (93.0, 0.70710754), (90.0, 1.4142132)]
[2025-06-02 13:42:46,351] [SEDG] [INFO] Test  Mean&Var: [(84.0, 1.4142132), (80.0, 1.4142132), (71.0, 2.1213188), (82.0, 4.2426414), (82.0, 1.4142132), (89.0, 3.5355358), (94.0, 0.0), (96.0, 1.4142113), (97.0, 0.7071037), (92.0, 1.4142151)]
