[2025-09-24 15:30:08,884] [SEDG] [INFO] 
[2025-09-24 15:30:08,885] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 15:30:29,336] [SEDG] [INFO] Epoch:0 || Train Acc@1  97.22 ( 87.11), Train Cla Loss 1.9946e+01 (3.8722e+01)
[2025-09-24 15:30:29,927] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [37.0, 43.0, 54.0, 58.0, 46.0], Val Loss  [0.655379593372345, 0.6231841146945953, 0.5759576261043549, 0.5625770688056946, 0.6827319264411926] || Best Acc@1:47.600
[2025-09-24 15:30:29,927] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7817033529281616, 0.7798429727554321, 0.8099825382232666, 1.0050424337387085, 0.8991026282310486, 0.9250226616859436, 1.0195551812648773, 0.9729828536510468, 0.849363386631012, 1.0073301196098328]
[2025-09-24 15:30:29,952] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 15:30:47,374] [SEDG] [INFO] Epoch:1 || Train Acc@1  98.61 ( 98.04), Train Cla Loss 1.2726e+01 (1.5908e+01)
[2025-09-24 15:30:47,841] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [87.0, 83.0, 77.0, 84.0, 76.0], Val Loss  [0.45313961803913116, 0.4511604309082031, 0.4500218778848648, 0.43420031666755676, 0.5030524730682373] || Best Acc@1:81.400
[2025-09-24 15:30:47,842] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [67.0, 57.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.6154212951660156, 0.7474986910820007, 0.9113072752952576, 1.1411495804786682, 1.0066321790218353, 1.119569480419159, 1.2650752663612366, 1.1961653232574463, 0.9939535856246948, 1.2090091705322266]
[2025-09-24 15:30:47,880] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 15:31:04,669] [SEDG] [INFO] Epoch:2 || Train Acc@1  98.89 ( 98.42), Train Cla Loss 8.8136e+00 (1.0507e+01)
[2025-09-24 15:31:05,140] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [87.0, 82.0, 73.0, 66.0, 49.0], Val Loss  [0.4772246778011322, 0.49669215083122253, 0.5880980491638184, 0.5907067060470581, 0.7798141539096832] || Best Acc@1:81.400
[2025-09-24 15:31:05,141] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.9039407670497894, 0.8996311724185944, 0.9457072913646698, 1.151534914970398, 1.027266800403595, 1.2109516263008118, 1.3554115295410156, 1.3000679016113281, 1.1115858554840088, 1.3704230189323425]
[2025-09-24 15:31:05,182] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 15:31:22,900] [SEDG] [INFO] Epoch:3 || Train Acc@1  97.78 ( 98.41), Train Cla Loss 6.6260e+00 (7.8409e+00)
[2025-09-24 15:31:23,371] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [95.0, 96.0, 86.0, 82.0, 68.0], Val Loss  [0.2807100713253021, 0.3124190866947174, 0.4307221919298172, 0.4399164617061615, 0.6201738715171814] || Best Acc@1:85.400
[2025-09-24 15:31:23,371] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [50.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.7805881500244141, 0.7992530167102814, 0.823959618806839, 0.953819751739502, 0.9130396842956543, 1.1477192044258118, 1.346049726009369, 1.3121549487113953, 1.1117118299007416, 1.3412315845489502]
[2025-09-24 15:31:23,406] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 15:31:40,426] [SEDG] [INFO] Epoch:4 || Train Acc@1  99.72 ( 98.68), Train Cla Loss 3.6575e+00 (5.8310e+00)
[2025-09-24 15:31:41,016] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [94.0, 90.0, 78.0, 78.0, 63.0], Val Loss  [0.2551821917295456, 0.32701820135116577, 0.5338199138641357, 0.5588820427656174, 0.8031356036663055] || Best Acc@1:85.400
[2025-09-24 15:31:41,025] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [0.9961565136909485, 0.9998494386672974, 0.9638136923313141, 1.1030781865119934, 1.006371557712555, 1.1914417147636414, 1.34281587600708, 1.2929884791374207, 1.0973070561885834, 1.29184228181839]
[2025-09-24 15:31:41,068] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 15:31:58,386] [SEDG] [INFO] Epoch:5 || Train Acc@1  99.72 ( 98.62), Train Cla Loss 3.2177e+00 (4.8657e+00)
[2025-09-24 15:31:58,797] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [95.0, 91.0, 79.0, 77.0, 59.0], Val Loss  [0.24540729075670242, 0.3226083964109421, 0.5685139298439026, 0.6026391983032227, 0.903052419424057] || Best Acc@1:85.400
[2025-09-24 15:31:58,797] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.1132034659385681, 1.084063708782196, 1.0150507092475891, 1.1372511982917786, 0.9683335721492767, 1.122671365737915, 1.2172702550888062, 1.1274842023849487, 0.9790714681148529, 1.1286426186561584]
[2025-09-24 15:31:58,843] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 15:32:16,000] [SEDG] [INFO] Epoch:6 || Train Acc@1  99.72 ( 98.84), Train Cla Loss 2.4102e+00 (3.8615e+00)
[2025-09-24 15:32:16,550] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [94.0, 90.0, 82.0, 79.0, 61.0], Val Loss  [0.2238582819700241, 0.28925131261348724, 0.5248841941356659, 0.5610059499740601, 0.8755549192428589] || Best Acc@1:85.400
[2025-09-24 15:32:16,551] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.1283305883407593, 1.153524398803711, 1.086432158946991, 1.24212247133255, 0.98459392786026, 1.1110916137695312, 1.2144606113433838, 1.1420171558856964, 0.9896110892295837, 1.1960236430168152]
[2025-09-24 15:32:16,582] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 15:32:33,914] [SEDG] [INFO] Epoch:7 || Train Acc@1  98.33 ( 98.88), Train Cla Loss 3.5761e+00 (3.5173e+00)
[2025-09-24 15:32:34,258] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [95.0, 94.0, 86.0, 80.0, 64.0], Val Loss  [0.17871931195259094, 0.21857917308807373, 0.42197810113430023, 0.4818942993879318, 0.7927766144275665] || Best Acc@1:85.400
[2025-09-24 15:32:34,258] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [49.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.0858404636383057, 1.1560032963752747, 1.1230317056179047, 1.3018335700035095, 1.0183448791503906, 1.165976643562317, 1.2692480087280273, 1.2077572345733643, 1.0651326775550842, 1.4094716310501099]
[2025-09-24 15:32:34,286] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 15:32:51,336] [SEDG] [INFO] Epoch:8 || Train Acc@1 100.00 ( 98.77), Train Cla Loss 1.4381e+00 (3.3921e+00)
[2025-09-24 15:32:52,050] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [94.0, 88.0, 81.0, 79.0, 65.0], Val Loss  [0.18988655507564545, 0.26558997482061386, 0.49817779660224915, 0.5151703655719757, 0.8493744730949402] || Best Acc@1:85.400
[2025-09-24 15:32:52,063] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [50.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.179608404636383, 1.2509437799453735, 1.2331634759902954, 1.4584330916404724, 1.1529903411865234, 1.3162447214126587, 1.437364637851715, 1.3436747193336487, 1.191202163696289, 1.5743684768676758]
[2025-09-24 15:32:52,156] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 15:33:09,662] [SEDG] [INFO] Epoch:9 || Train Acc@1  97.50 ( 98.83), Train Cla Loss 4.2755e+00 (3.1622e+00)
[2025-09-24 15:33:10,272] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [95.0, 90.0, 84.0, 81.0, 67.0], Val Loss  [0.1744527965784073, 0.222001850605011, 0.4287097454071045, 0.4702259600162506, 0.7852084338665009] || Best Acc@1:85.400
[2025-09-24 15:33:10,272] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [50.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.1183192729949951, 1.2526533603668213, 1.2422955632209778, 1.567944347858429, 1.268609344959259, 1.4301463961601257, 1.563216507434845, 1.4446169137954712, 1.2363163828849792, 1.6273298859596252]
[2025-09-24 15:33:10,348] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 15:33:28,777] [SEDG] [INFO] Epoch:10 || Train Acc@1  99.72 ( 98.87), Train Cla Loss 1.4858e+00 (3.1383e+00)
[2025-09-24 15:33:29,093] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [94.0, 88.0, 79.0, 79.0, 65.0], Val Loss  [0.21091553568840027, 0.2971881404519081, 0.5466611981391907, 0.5676384270191193, 0.9732831120491028] || Best Acc@1:85.400
[2025-09-24 15:33:29,093] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [50.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.379761278629303, 1.487447738647461, 1.48277348279953, 1.755980670452118, 1.3861183524131775, 1.553025722503662, 1.719197392463684, 1.5955037474632263, 1.329238772392273, 1.7240336537361145]
[2025-09-24 15:33:29,135] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 15:33:48,262] [SEDG] [INFO] Epoch:11 || Train Acc@1  96.94 ( 99.15), Train Cla Loss 8.4997e+00 (2.3755e+00)
[2025-09-24 15:33:48,847] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [94.0, 90.0, 81.0, 81.0, 66.0], Val Loss  [0.18162959814071655, 0.23859717696905136, 0.5076020509004593, 0.533726692199707, 0.945787638425827] || Best Acc@1:85.400
[2025-09-24 15:33:48,848] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [50.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.390344500541687, 1.5030975937843323, 1.5355246663093567, 1.8619611859321594, 1.4762881398200989, 1.6439403295516968, 1.8099672198295593, 1.66385817527771, 1.3783214092254639, 1.767702877521515]
[2025-09-24 15:33:48,879] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 15:34:06,805] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.33 ( 98.95), Train Cla Loss 3.4238e+00 (2.7002e+00)
[2025-09-24 15:34:07,296] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [88.0, 88.0, 78.0, 78.0, 62.0], Val Loss  [0.22241558879613876, 0.2970108166337013, 0.597589448094368, 0.6192704439163208, 1.0882425904273987] || Best Acc@1:85.400
[2025-09-24 15:34:07,297] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.5566271543502808, 1.589881956577301, 1.5915755033493042, 1.9050217270851135, 1.5256686806678772, 1.75470769405365, 1.9466198086738586, 1.7783156633377075, 1.4549082517623901, 1.8605237007141113]
[2025-09-24 15:34:07,328] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 15:34:25,521] [SEDG] [INFO] Epoch:13 || Train Acc@1  99.44 ( 99.00), Train Cla Loss 1.6225e+00 (2.5760e+00)
[2025-09-24 15:34:26,116] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [95.0, 92.0, 84.0, 80.0, 62.0], Val Loss  [0.15726669132709503, 0.1953643038868904, 0.44915929436683655, 0.5134676694869995, 0.9447202980518341] || Best Acc@1:85.400
[2025-09-24 15:34:26,116] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.4072360396385193, 1.5751660466194153, 1.5956535935401917, 1.929403305053711, 1.5912657976150513, 1.8002015352249146, 1.9949671626091003, 1.7765953540802002, 1.4466096758842468, 1.8341732025146484]
[2025-09-24 15:34:26,162] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 15:34:43,140] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.89 ( 99.08), Train Cla Loss 2.1768e+00 (2.4143e+00)
[2025-09-24 15:34:43,642] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [90.0, 88.0, 77.0, 75.0, 59.0], Val Loss  [0.2575150951743126, 0.3782045990228653, 0.7119369208812714, 0.7460140883922577, 1.2499576807022095] || Best Acc@1:85.400
[2025-09-24 15:34:43,642] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.7246527671813965, 1.7327109575271606, 1.7400733828544617, 1.9920977354049683, 1.6726831793785095, 1.906008780002594, 2.155665934085846, 1.9533886313438416, 1.5949302315711975, 2.0252761840820312]
[2025-09-24 15:34:43,738] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 15:35:02,475] [SEDG] [INFO] Epoch:15 || Train Acc@1  99.44 ( 99.15), Train Cla Loss 1.6714e+00 (2.2003e+00)
[2025-09-24 15:35:02,970] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [93.0, 88.0, 79.0, 78.0, 62.0], Val Loss  [0.2301545925438404, 0.344235435128212, 0.6232530474662781, 0.6589073091745377, 1.14219069480896] || Best Acc@1:85.400
[2025-09-24 15:35:02,970] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.620139479637146, 1.7022804617881775, 1.7300523519515991, 2.046405017375946, 1.7127447128295898, 1.9132330417633057, 2.156100630760193, 1.9635100364685059, 1.5919833779335022, 2.0043561458587646]
[2025-09-24 15:35:03,024] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 15:35:20,373] [SEDG] [INFO] Epoch:16 || Train Acc@1 100.00 ( 99.03), Train Cla Loss 1.1610e+00 (2.5296e+00)
[2025-09-24 15:35:20,796] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [94.0, 88.0, 78.0, 79.0, 63.0], Val Loss  [0.23657312989234924, 0.35085493326187134, 0.665052205324173, 0.6818988621234894, 1.1388520002365112] || Best Acc@1:85.400
[2025-09-24 15:35:20,800] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.5899441242218018, 1.6500219106674194, 1.6927606463432312, 1.9893210530281067, 1.7042202353477478, 1.9620122909545898, 2.235378861427307, 2.067904829978943, 1.6730666756629944, 2.089880108833313]
[2025-09-24 15:35:20,847] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 15:35:37,880] [SEDG] [INFO] Epoch:17 || Train Acc@1  99.72 ( 99.15), Train Cla Loss 1.1434e+00 (2.2244e+00)
[2025-09-24 15:35:38,249] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [89.0, 86.0, 77.0, 76.0, 61.0], Val Loss  [0.2766074687242508, 0.38588616251945496, 0.704179123044014, 0.7354019284248352, 1.2416195273399353] || Best Acc@1:85.400
[2025-09-24 15:35:38,249] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.7503036260604858, 1.8172228932380676, 1.8447362184524536, 2.139453887939453, 1.8183522820472717, 2.088965892791748, 2.3802866339683533, 2.1917301416397095, 1.762582242488861, 2.169540047645569]
[2025-09-24 15:35:38,281] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 15:35:55,381] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.44 ( 99.18), Train Cla Loss 1.6045e+00 (2.2186e+00)
[2025-09-24 15:35:55,774] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [94.0, 88.0, 79.0, 79.0, 65.0], Val Loss  [0.23303888738155365, 0.3537808805704117, 0.6528429687023163, 0.6731892228126526, 1.1550042629241943] || Best Acc@1:85.400
[2025-09-24 15:35:55,774] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.665030598640442, 1.7479100227355957, 1.8088868856430054, 2.176110565662384, 1.8637938499450684, 2.115294933319092, 2.3727892637252808, 2.171076774597168, 1.7421205043792725, 2.1404513120651245]
[2025-09-24 15:35:55,806] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 15:36:12,671] [SEDG] [INFO] Epoch:19 || Train Acc@1 100.00 ( 99.24), Train Cla Loss 1.0614e+00 (2.0998e+00)
[2025-09-24 15:36:13,152] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [94.0, 88.0, 84.0, 81.0, 66.0], Val Loss  [0.20984075963497162, 0.2897472083568573, 0.604800283908844, 0.6269741505384445, 1.0940476059913635] || Best Acc@1:85.400
[2025-09-24 15:36:13,162] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [50.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.6541343927383423, 1.750861644744873, 1.8308418989181519, 2.2423439025878906, 1.9654687643051147, 2.2441768646240234, 2.5000743865966797, 2.270127534866333, 1.8203818798065186, 2.241015076637268]
[2025-09-24 15:36:13,213] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 15:36:32,705] [SEDG] [INFO] Epoch:20 || Train Acc@1  99.72 ( 99.15), Train Cla Loss 1.1386e+00 (2.2201e+00)
[2025-09-24 15:36:33,325] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [88.0, 86.0, 77.0, 76.0, 61.0], Val Loss  [0.338637039065361, 0.4663342535495758, 0.7872007489204407, 0.8079757690429688, 1.3303300142288208] || Best Acc@1:85.400
[2025-09-24 15:36:33,325] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.802914023399353, 1.8305070400238037, 1.8625785112380981, 2.18164324760437, 1.9106279015541077, 2.1682015657424927, 2.469240427017212, 2.241425395011902, 1.793142855167389, 2.2136701345443726]
[2025-09-24 15:36:33,390] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 15:36:51,282] [SEDG] [INFO] Epoch:21 || Train Acc@1 100.00 ( 99.21), Train Cla Loss 1.1280e+00 (2.0839e+00)
[2025-09-24 15:36:51,942] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [91.0, 88.0, 78.0, 79.0, 63.0], Val Loss  [0.25047317147254944, 0.36168866604566574, 0.7002458274364471, 0.7251606285572052, 1.2554893493652344] || Best Acc@1:85.400
[2025-09-24 15:36:51,958] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.8755307793617249, 1.956671416759491, 2.0414942502975464, 2.4239187240600586, 2.0604168176651, 2.296325922012329, 2.587785243988037, 2.3214592933654785, 1.8566906452178955, 2.2971503734588623]
[2025-09-24 15:36:52,020] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 15:37:09,843] [SEDG] [INFO] Epoch:22 || Train Acc@1  99.17 ( 99.18), Train Cla Loss 3.1082e+00 (2.0962e+00)
[2025-09-24 15:37:10,439] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [94.0, 88.0, 79.0, 79.0, 65.0], Val Loss  [0.23995375633239746, 0.3476334661245346, 0.6787215173244476, 0.7128387987613678, 1.2449733018875122] || Best Acc@1:85.400
[2025-09-24 15:37:10,440] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [50.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.7840052843093872, 1.8403519988059998, 1.9164685606956482, 2.31777024269104, 2.0099070072174072, 2.2525652647018433, 2.552522897720337, 2.3414065837860107, 1.8812415599822998, 2.3121994733810425]
[2025-09-24 15:37:10,480] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 15:37:27,756] [SEDG] [INFO] Epoch:23 || Train Acc@1  98.06 ( 99.29), Train Cla Loss 2.9330e+00 (1.9132e+00)
[2025-09-24 15:37:28,307] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [94.0, 88.0, 79.0, 79.0, 65.0], Val Loss  [0.23490414023399353, 0.3228362575173378, 0.6699586510658264, 0.6876235902309418, 1.1987109780311584] || Best Acc@1:85.400
[2025-09-24 15:37:28,307] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [50.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.757986605167389, 1.830105721950531, 1.8990926146507263, 2.3055328130722046, 2.0340954661369324, 2.3104628324508667, 2.5988842248916626, 2.386676073074341, 1.9317529797554016, 2.393032193183899]
[2025-09-24 15:37:28,343] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 15:37:46,109] [SEDG] [INFO] Epoch:24 || Train Acc@1  99.72 ( 99.24), Train Cla Loss 9.6535e-01 (2.0060e+00)
[2025-09-24 15:37:46,709] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [89.0, 88.0, 79.0, 79.0, 66.0], Val Loss  [0.24017778038978577, 0.3451320081949234, 0.6678476929664612, 0.6868182122707367, 1.2264134585857391] || Best Acc@1:85.400
[2025-09-24 15:37:46,710] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [50.0, 51.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.8953819870948792, 1.9916327595710754, 2.094107508659363, 2.4714237451553345, 2.091202139854431, 2.36845725774765, 2.6486445665359497, 2.4165722131729126, 1.9572777152061462, 2.434040069580078]
[2025-09-24 15:37:46,755] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 15:38:03,934] [SEDG] [INFO] Epoch:25 || Train Acc@1 100.00 ( 99.28), Train Cla Loss 1.1807e+00 (1.9068e+00)
[2025-09-24 15:38:04,316] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [91.0, 88.0, 82.0, 81.0, 66.0], Val Loss  [0.2633347064256668, 0.3678075969219208, 0.6562964171171188, 0.6494611501693726, 1.1465928554534912] || Best Acc@1:85.400
[2025-09-24 15:38:04,316] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [52.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.7142456769943237, 1.9000885486602783, 2.008610725402832, 2.400572657585144, 2.0877983570098877, 2.349480152130127, 2.637598752975464, 2.4188934564590454, 1.9479562044143677, 2.399527668952942]
[2025-09-24 15:38:04,380] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 15:38:22,289] [SEDG] [INFO] Epoch:26 || Train Acc@1  99.44 ( 99.25), Train Cla Loss 1.2321e+00 (2.0267e+00)
[2025-09-24 15:38:22,741] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [94.0, 92.0, 85.0, 86.0, 73.0], Val Loss  [0.15614276379346848, 0.18646226823329926, 0.4534430205821991, 0.46797338128089905, 0.9122966527938843] || Best Acc@1:86.000
[2025-09-24 15:38:22,741] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [58.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.4684984683990479, 1.7580103278160095, 1.9047279357910156, 2.3777835369110107, 2.1360360383987427, 2.362349510192871, 2.681231379508972, 2.4505860805511475, 1.9839539527893066, 2.464946150779724]
[2025-09-24 15:38:22,777] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 15:38:41,658] [SEDG] [INFO] Epoch:27 || Train Acc@1  99.72 ( 99.38), Train Cla Loss 8.5279e-01 (1.7018e+00)
[2025-09-24 15:38:42,349] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [94.0, 88.0, 81.0, 81.0, 66.0], Val Loss  [0.2355341762304306, 0.3297724574804306, 0.6552195250988007, 0.7008500695228577, 1.2231202721595764] || Best Acc@1:86.000
[2025-09-24 15:38:42,356] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [50.0, 51.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.849152147769928, 1.9996980428695679, 2.134733557701111, 2.5568162202835083, 2.2163580656051636, 2.473674178123474, 2.7567111253738403, 2.4896345138549805, 2.010732352733612, 2.490317463874817]
[2025-09-24 15:38:42,429] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 15:39:00,901] [SEDG] [INFO] Epoch:28 || Train Acc@1  96.39 ( 99.33), Train Cla Loss 6.0367e+00 (1.8433e+00)
[2025-09-24 15:39:01,561] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [88.0, 87.0, 78.0, 78.0, 63.0], Val Loss  [0.3072720021009445, 0.4221211075782776, 0.7734940648078918, 0.8093087673187256, 1.4138136506080627] || Best Acc@1:86.000
[2025-09-24 15:39:01,561] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.124182105064392, 2.2301852703094482, 2.327655792236328, 2.839255452156067, 2.2921167612075806, 2.5862224102020264, 2.7605111598968506, 2.4293183088302612, 1.9602461457252502, 2.4219785928726196]
[2025-09-24 15:39:01,628] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 15:39:20,951] [SEDG] [INFO] Epoch:29 || Train Acc@1  99.44 ( 99.23), Train Cla Loss 1.4671e+00 (1.9439e+00)
[2025-09-24 15:39:21,423] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [90.0, 88.0, 79.0, 80.0, 66.0], Val Loss  [0.31608816981315613, 0.44220955669879913, 0.7202710509300232, 0.7228726744651794, 1.2862427234649658] || Best Acc@1:86.000
[2025-09-24 15:39:21,423] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [51.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.9477599263191223, 2.155267357826233, 2.3277390003204346, 2.8589298725128174, 2.4247365593910217, 2.7345725297927856, 3.014648199081421, 2.686755061149597, 2.153304159641266, 2.6122888326644897]
[2025-09-24 15:39:21,461] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 15:39:40,942] [SEDG] [INFO] Epoch:30 || Train Acc@1 100.00 ( 99.28), Train Cla Loss 8.6037e-01 (1.9216e+00)
[2025-09-24 15:39:41,584] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [94.0, 88.0, 84.0, 81.0, 67.0], Val Loss  [0.19115479290485382, 0.25214819610118866, 0.5804509371519089, 0.6059715449810028, 1.1350115537643433] || Best Acc@1:86.000
[2025-09-24 15:39:41,585] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [51.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.77952641248703, 2.032913386821747, 2.1932252049446106, 2.670900583267212, 2.294647216796875, 2.578849673271179, 2.8346195220947266, 2.5500470399856567, 2.049901068210602, 2.4973069429397583]
[2025-09-24 15:39:41,650] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 15:40:01,091] [SEDG] [INFO] Epoch:31 || Train Acc@1  99.44 ( 99.38), Train Cla Loss 1.4974e+00 (1.8078e+00)
[2025-09-24 15:40:01,571] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [90.0, 88.0, 79.0, 79.0, 65.0], Val Loss  [0.3157646656036377, 0.43010473996400833, 0.7042612433433533, 0.6904162764549255, 1.2234500646591187] || Best Acc@1:86.000
[2025-09-24 15:40:01,571] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [50.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.870147466659546, 2.1204493641853333, 2.2850643396377563, 2.8117125034332275, 2.3534845113754272, 2.6668561697006226, 2.8901411294937134, 2.5880297422409058, 2.0960784554481506, 2.568204402923584]
[2025-09-24 15:40:01,611] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 15:40:20,614] [SEDG] [INFO] Epoch:32 || Train Acc@1  99.17 ( 99.34), Train Cla Loss 1.7264e+00 (1.7912e+00)
[2025-09-24 15:40:20,950] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [94.0, 91.0, 85.0, 86.0, 73.0], Val Loss  [0.1696123220026493, 0.20178239792585373, 0.5221595913171768, 0.5410941541194916, 1.0842368304729462] || Best Acc@1:86.000
[2025-09-24 15:40:20,951] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [58.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.7631868124008179, 2.126572370529175, 2.315707802772522, 2.928103446960449, 2.5252944231033325, 2.840790629386902, 3.1400210857391357, 2.807961583137512, 2.276977777481079, 2.783635377883911]
[2025-09-24 15:40:20,976] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 15:40:39,741] [SEDG] [INFO] Epoch:33 || Train Acc@1 100.00 ( 99.36), Train Cla Loss 1.1518e+00 (1.7740e+00)
[2025-09-24 15:40:40,224] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [94.0, 89.0, 84.0, 83.0, 72.0], Val Loss  [0.22890017926692963, 0.27626536786556244, 0.6245771646499634, 0.6336660087108612, 1.1882447004318237] || Best Acc@1:86.000
[2025-09-24 15:40:40,227] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [53.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.889426589012146, 2.191651225090027, 2.347994089126587, 2.9209816455841064, 2.462866425514221, 2.7562979459762573, 2.9605462551116943, 2.6135464906692505, 2.1113510727882385, 2.5878286361694336]
[2025-09-24 15:40:40,274] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 15:40:58,313] [SEDG] [INFO] Epoch:34 || Train Acc@1  99.72 ( 99.46), Train Cla Loss 9.4702e-01 (1.6008e+00)
[2025-09-24 15:40:58,774] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [90.0, 88.0, 79.0, 81.0, 66.0], Val Loss  [0.3795096129179001, 0.497793510556221, 0.773775577545166, 0.7786324769258499, 1.4119669198989868] || Best Acc@1:86.000
[2025-09-24 15:40:58,775] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [50.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.14337420463562, 2.394711971282959, 2.5381219387054443, 3.1556354761123657, 2.624838948249817, 2.8613940477371216, 3.0618265867233276, 2.6898860931396484, 2.168517768383026, 2.644444704055786]
[2025-09-24 15:40:58,853] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 15:41:17,797] [SEDG] [INFO] Epoch:35 || Train Acc@1  99.17 ( 99.27), Train Cla Loss 2.0859e+00 (1.8863e+00)
[2025-09-24 15:41:18,305] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [88.0, 86.0, 77.0, 76.0, 61.0], Val Loss  [0.4229668080806732, 0.5264523029327393, 0.8696937561035156, 0.8837792873382568, 1.5916924476623535] || Best Acc@1:86.000
[2025-09-24 15:41:18,305] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.3477452993392944, 2.5204046964645386, 2.6337136030197144, 3.1998413801193237, 2.639739513397217, 2.8872402906417847, 3.0925965309143066, 2.7299264669418335, 2.2064003944396973, 2.703324794769287]
[2025-09-24 15:41:18,332] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 15:41:37,324] [SEDG] [INFO] Epoch:36 || Train Acc@1  99.72 ( 99.40), Train Cla Loss 1.6401e+00 (1.6808e+00)
[2025-09-24 15:41:37,743] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [91.0, 88.0, 79.0, 79.0, 64.0], Val Loss  [0.31177644431591034, 0.4334755390882492, 0.8044156730175018, 0.8369498252868652, 1.5550576448440552] || Best Acc@1:86.000
[2025-09-24 15:41:37,744] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.383638620376587, 2.613337278366089, 2.7360039949417114, 3.3146321773529053, 2.653007984161377, 2.8541775941848755, 3.015097141265869, 2.6494253277778625, 2.1390844583511353, 2.6380484104156494]
[2025-09-24 15:41:37,779] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 15:41:56,431] [SEDG] [INFO] Epoch:37 || Train Acc@1  97.78 ( 99.27), Train Cla Loss 3.3400e+00 (1.8885e+00)
[2025-09-24 15:41:56,875] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [95.0, 88.0, 83.0, 81.0, 66.0], Val Loss  [0.2562595382332802, 0.3491764962673187, 0.7036961317062378, 0.7221682369709015, 1.3238110542297363] || Best Acc@1:86.000
[2025-09-24 15:41:56,875] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [50.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.058535575866699, 2.345840811729431, 2.4877312183380127, 3.0446293354034424, 2.4775654077529907, 2.7710384130477905, 2.9678927659988403, 2.6673786640167236, 2.1479820609092712, 2.6650036573410034]
[2025-09-24 15:41:56,920] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 15:42:16,969] [SEDG] [INFO] Epoch:38 || Train Acc@1  99.44 ( 99.34), Train Cla Loss 1.6725e+00 (1.8422e+00)
[2025-09-24 15:42:17,644] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [94.0, 88.0, 84.0, 81.0, 67.0], Val Loss  [0.24790313839912415, 0.32221224159002304, 0.6696053296327591, 0.7110907733440399, 1.3565988540649414] || Best Acc@1:86.000
[2025-09-24 15:42:17,647] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [51.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.142040431499481, 2.444201946258545, 2.590997576713562, 3.2386919260025024, 2.629132628440857, 2.8505507707595825, 2.990859866142273, 2.6513988971710205, 2.1283069849014282, 2.6100114583969116]
[2025-09-24 15:42:17,684] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 15:42:36,244] [SEDG] [INFO] Epoch:39 || Train Acc@1 100.00 ( 99.30), Train Cla Loss 1.0010e+00 (1.8261e+00)
[2025-09-24 15:42:36,866] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [88.0, 86.0, 77.0, 75.0, 60.0], Val Loss  [0.4263380467891693, 0.5853928178548813, 0.9767249822616577, 1.003538727760315, 1.7732152938842773] || Best Acc@1:86.000
[2025-09-24 15:42:36,867] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.6166701316833496, 2.7339576482772827, 2.8518260717391968, 3.42141592502594, 2.732193350791931, 2.954683780670166, 3.1436277627944946, 2.793209195137024, 2.2522507905960083, 2.774154305458069]
[2025-09-24 15:42:36,906] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 15:42:55,330] [SEDG] [INFO] Epoch:40 || Train Acc@1  97.22 ( 99.32), Train Cla Loss 4.9286e+00 (1.9472e+00)
[2025-09-24 15:42:56,115] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [88.0, 88.0, 78.0, 77.0, 62.0], Val Loss  [0.3223048001527786, 0.4507845640182495, 0.8073897659778595, 0.852290153503418, 1.5426653623580933] || Best Acc@1:86.000
[2025-09-24 15:42:56,116] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.3052592277526855, 2.541940689086914, 2.6964937448501587, 3.309083938598633, 2.7715593576431274, 3.0273457765579224, 3.282528877258301, 2.917397975921631, 2.366058111190796, 2.922486424446106]
[2025-09-24 15:42:56,154] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 15:43:15,223] [SEDG] [INFO] Epoch:41 || Train Acc@1 100.00 ( 99.41), Train Cla Loss 9.1348e-01 (1.6792e+00)
[2025-09-24 15:43:15,958] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [91.0, 89.0, 84.0, 84.0, 71.0], Val Loss  [0.17997538298368454, 0.22625579684972763, 0.5510310977697372, 0.5772141218185425, 1.190480649471283] || Best Acc@1:86.000
[2025-09-24 15:43:15,959] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [55.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.9346040487289429, 2.3693182468414307, 2.6091541051864624, 3.3084532022476196, 2.8276684284210205, 3.1441335678100586, 3.445274829864502, 3.0625489950180054, 2.446292519569397, 2.9793184995651245]
[2025-09-24 15:43:16,015] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 15:43:35,847] [SEDG] [INFO] Epoch:42 || Train Acc@1  97.22 ( 99.49), Train Cla Loss 4.4924e+00 (1.5098e+00)
[2025-09-24 15:43:36,257] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [88.0, 88.0, 78.0, 76.0, 61.0], Val Loss  [0.29466092586517334, 0.4026262164115906, 0.730041429400444, 0.7742163836956024, 1.4107536673545837] || Best Acc@1:86.000
[2025-09-24 15:43:36,258] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.1319152116775513, 2.478099226951599, 2.667033076286316, 3.3099285364151, 2.8446067571640015, 3.2147533893585205, 3.5500816106796265, 3.2028982639312744, 2.594611167907715, 3.208683490753174]
[2025-09-24 15:43:36,292] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 15:43:55,121] [SEDG] [INFO] Epoch:43 || Train Acc@1 100.00 ( 99.46), Train Cla Loss 9.0247e-01 (1.5157e+00)
[2025-09-24 15:43:55,469] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [89.0, 88.0, 78.0, 78.0, 61.0], Val Loss  [0.30504995584487915, 0.4193350523710251, 0.7464472949504852, 0.7963079810142517, 1.4606942534446716] || Best Acc@1:86.000
[2025-09-24 15:43:55,470] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.2018433213233948, 2.5486897230148315, 2.713956594467163, 3.3782241344451904, 2.8730671405792236, 3.180348038673401, 3.4718278646469116, 3.0968161821365356, 2.507397770881653, 3.1103416681289673]
[2025-09-24 15:43:55,497] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 15:44:15,052] [SEDG] [INFO] Epoch:44 || Train Acc@1  99.44 ( 99.42), Train Cla Loss 1.4480e+00 (1.6508e+00)
[2025-09-24 15:44:15,706] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [89.0, 86.0, 82.0, 81.0, 68.0], Val Loss  [0.2944783568382263, 0.35896816849708557, 0.7681380808353424, 0.7701518535614014, 1.485720455646515] || Best Acc@1:86.000
[2025-09-24 15:44:15,706] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [51.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.364827871322632, 2.6540478467941284, 2.870206117630005, 3.5307618379592896, 2.957849621772766, 3.2669594287872314, 3.601635217666626, 3.29683518409729, 2.6785939931869507, 3.348301410675049]
[2025-09-24 15:44:15,744] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 15:44:33,348] [SEDG] [INFO] Epoch:45 || Train Acc@1  99.44 ( 99.38), Train Cla Loss 1.7480e+00 (1.7766e+00)
[2025-09-24 15:44:33,940] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [90.0, 87.0, 79.0, 79.0, 65.0], Val Loss  [0.44317856431007385, 0.6260346472263336, 1.07288259267807, 1.1190140843391418, 1.9634409546852112] || Best Acc@1:86.000
[2025-09-24 15:44:33,941] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.898605704307556, 3.0047982931137085, 3.0997644662857056, 3.7186360359191895, 3.001381278038025, 3.259469985961914, 3.546625852584839, 3.2026989459991455, 2.606136202812195, 3.2816978693008423]
[2025-09-24 15:44:33,967] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 15:44:50,450] [SEDG] [INFO] Epoch:46 || Train Acc@1 100.00 ( 99.53), Train Cla Loss 5.8271e-01 (1.4144e+00)
[2025-09-24 15:44:50,895] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [87.0, 86.0, 78.0, 79.0, 63.0], Val Loss  [0.5269355773925781, 0.7207546830177307, 1.1714069247245789, 1.1841960549354553, 2.0551130175590515] || Best Acc@1:86.000
[2025-09-24 15:44:50,896] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.9922949075698853, 3.065280795097351, 3.140741229057312, 3.7220499515533447, 2.9761736392974854, 3.1989552974700928, 3.4221723079681396, 3.021512508392334, 2.4762221574783325, 3.1467701196670532]
[2025-09-24 15:44:50,927] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 15:45:08,144] [SEDG] [INFO] Epoch:47 || Train Acc@1 100.00 ( 99.38), Train Cla Loss 1.0231e+00 (1.7150e+00)
[2025-09-24 15:45:08,696] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [94.0, 89.0, 84.0, 82.0, 67.0], Val Loss  [0.24374258518218994, 0.31338486075401306, 0.7493880391120911, 0.7821239531040192, 1.537239670753479] || Best Acc@1:86.000
[2025-09-24 15:45:08,697] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [51.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.461501717567444, 2.806539297103882, 3.0344319343566895, 3.713537812232971, 3.04287052154541, 3.2968218326568604, 3.5723490715026855, 3.1919479370117188, 2.6233221292495728, 3.3184930086135864]
[2025-09-24 15:45:08,724] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 15:45:26,426] [SEDG] [INFO] Epoch:48 || Train Acc@1  97.78 ( 99.46), Train Cla Loss 4.7102e+00 (1.5464e+00)
[2025-09-24 15:45:27,016] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [85.0, 81.0, 76.0, 75.0, 59.0], Val Loss  [0.7859047949314117, 0.995977133512497, 1.42500239610672, 1.4341135621070862, 2.371817708015442] || Best Acc@1:86.000
[2025-09-24 15:45:27,028] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.2413614988327026, 3.2462549209594727, 3.2746942043304443, 3.839874744415283, 3.0507712364196777, 3.2646546363830566, 3.455970287322998, 2.9877177476882935, 2.4078173637390137, 3.051923990249634]
[2025-09-24 15:45:27,080] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 15:45:43,923] [SEDG] [INFO] Epoch:49 || Train Acc@1  99.72 ( 99.51), Train Cla Loss 1.2983e+00 (1.4304e+00)
[2025-09-24 15:45:44,515] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [89.0, 86.0, 79.0, 79.0, 65.0], Val Loss  [0.44619153439998627, 0.6088423132896423, 1.1114965677261353, 1.1448045372962952, 2.045130670070648] || Best Acc@1:86.000
[2025-09-24 15:45:44,516] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [50.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.0880613327026367, 3.1650054454803467, 3.3038302659988403, 3.9091955423355103, 3.118229031562805, 3.392500162124634, 3.670612096786499, 3.2637290954589844, 2.6286635398864746, 3.256139039993286]
[2025-09-24 15:45:44,546] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-09-24 15:46:01,007] [SEDG] [INFO] Epoch:50 || Train Acc@1  98.89 ( 99.45), Train Cla Loss 1.7224e+00 (1.6904e+00)
[2025-09-24 15:46:01,506] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [88.0, 86.0, 78.0, 78.0, 63.0], Val Loss  [0.47986169159412384, 0.6489273905754089, 1.1636717021465302, 1.1873756647109985, 2.0953174233436584] || Best Acc@1:86.000
[2025-09-24 15:46:01,507] [SEDG] [INFO] Epoch:50 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.15841805934906, 3.1964378356933594, 3.3267064094543457, 3.9331315755844116, 3.1467796564102173, 3.459257483482361, 3.815645933151245, 3.4946013689041138, 2.841606616973877, 3.536717414855957]
[2025-09-24 15:46:01,535] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-09-24 15:46:19,547] [SEDG] [INFO] Epoch:51 || Train Acc@1  98.61 ( 99.44), Train Cla Loss 2.3815e+00 (1.7382e+00)
[2025-09-24 15:46:20,038] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [90.0, 88.0, 79.0, 81.0, 66.0], Val Loss  [0.3638197034597397, 0.48050229251384735, 0.9702998697757721, 1.0207383334636688, 1.8614947199821472] || Best Acc@1:86.000
[2025-09-24 15:46:20,038] [SEDG] [INFO] Epoch:51 || Test  Acc@1: [50.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.8682503700256348, 3.115571141242981, 3.2659435272216797, 3.9486005306243896, 3.145542621612549, 3.3920572996139526, 3.6515973806381226, 3.235860586166382, 2.641804814338684, 3.3756035566329956]
[2025-09-24 15:46:20,078] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-09-24 15:46:36,984] [SEDG] [INFO] Epoch:52 || Train Acc@1  98.61 ( 99.38), Train Cla Loss 2.0640e+00 (1.7334e+00)
[2025-09-24 15:46:37,285] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [91.0, 88.0, 84.0, 81.0, 66.0], Val Loss  [0.3632883280515671, 0.47438356280326843, 0.9533272981643677, 0.9843112230300903, 1.805859088897705] || Best Acc@1:86.000
[2025-09-24 15:46:37,286] [SEDG] [INFO] Epoch:52 || Test  Acc@1: [50.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.8176437616348267, 3.059576630592346, 3.2215209007263184, 3.904878616333008, 3.1532115936279297, 3.419567584991455, 3.6983611583709717, 3.3001461029052734, 2.7105897665023804, 3.464464783668518]
[2025-09-24 15:46:37,328] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-09-24 15:46:54,139] [SEDG] [INFO] Epoch:53 || Train Acc@1  98.89 ( 99.54), Train Cla Loss 2.9778e+00 (1.3818e+00)
[2025-09-24 15:46:54,864] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [87.0, 82.0, 77.0, 75.0, 59.0], Val Loss  [0.6733891069889069, 0.9045629501342773, 1.446050226688385, 1.5111404657363892, 2.5626118183135986] || Best Acc@1:86.000
[2025-09-24 15:46:54,865] [SEDG] [INFO] Epoch:53 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.558348536491394, 3.5030237436294556, 3.4758200645446777, 3.9901617765426636, 3.2038516998291016, 3.4969096183776855, 3.8412805795669556, 3.501567006111145, 2.9156280755996704, 3.752396821975708]
[2025-09-24 15:46:54,945] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-09-24 15:47:11,552] [SEDG] [INFO] Epoch:54 || Train Acc@1  99.72 ( 99.55), Train Cla Loss 7.6943e-01 (1.3487e+00)
[2025-09-24 15:47:11,989] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [90.0, 88.0, 79.0, 79.0, 64.0], Val Loss  [0.40623536705970764, 0.601747140288353, 1.1189358234405518, 1.1719138324260712, 2.136241316795349] || Best Acc@1:86.000
[2025-09-24 15:47:11,989] [SEDG] [INFO] Epoch:54 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.235162377357483, 3.3402509689331055, 3.4621745347976685, 4.004722714424133, 3.2232311964035034, 3.525272011756897, 3.8394728899002075, 3.4274613857269287, 2.8175158500671387, 3.610443592071533]
[2025-09-24 15:47:12,028] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-09-24 15:47:29,649] [SEDG] [INFO] Epoch:55 || Train Acc@1  99.72 ( 99.60), Train Cla Loss 8.1409e-01 (1.2345e+00)
[2025-09-24 15:47:30,026] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [88.0, 86.0, 79.0, 79.0, 65.0], Val Loss  [0.45529818534851074, 0.601171225309372, 1.1412975490093231, 1.2150545716285706, 2.1976168155670166] || Best Acc@1:86.000
[2025-09-24 15:47:30,027] [SEDG] [INFO] Epoch:55 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.3606637716293335, 3.425386905670166, 3.530890941619873, 4.076905846595764, 3.281001567840576, 3.6171923875808716, 4.002703070640564, 3.6704705953598022, 3.0312278270721436, 3.827920913696289]
[2025-09-24 15:47:30,058] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-09-24 15:47:48,200] [SEDG] [INFO] Epoch:56 || Train Acc@1  98.06 ( 99.59), Train Cla Loss 5.4160e+00 (1.2036e+00)
[2025-09-24 15:47:48,707] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [88.0, 86.0, 77.0, 75.0, 60.0], Val Loss  [0.6261564940214157, 0.853051632642746, 1.4218831658363342, 1.462174415588379, 2.5166780948638916] || Best Acc@1:86.000
[2025-09-24 15:47:48,708] [SEDG] [INFO] Epoch:56 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.552648901939392, 3.5698928833007812, 3.5948774814605713, 4.098560690879822, 3.302002191543579, 3.6034992933273315, 3.9369611740112305, 3.561417579650879, 2.868049383163452, 3.572526693344116]
[2025-09-24 15:47:48,736] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-09-24 15:48:06,120] [SEDG] [INFO] Epoch:57 || Train Acc@1 100.00 ( 99.43), Train Cla Loss 6.4551e-01 (1.5923e+00)
[2025-09-24 15:48:06,436] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [86.0, 85.0, 79.0, 79.0, 63.0], Val Loss  [0.4608365297317505, 0.6318996548652649, 1.166601687669754, 1.2455663084983826, 2.2277204394340515] || Best Acc@1:86.000
[2025-09-24 15:48:06,437] [SEDG] [INFO] Epoch:57 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.3184906244277954, 3.441279411315918, 3.5235507488250732, 4.077284574508667, 3.319224715232849, 3.641953468322754, 3.989027261734009, 3.6343413591384888, 2.984588861465454, 3.7361851930618286]
[2025-09-24 15:48:06,477] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-09-24 15:48:24,235] [SEDG] [INFO] Epoch:58 || Train Acc@1 100.00 ( 99.55), Train Cla Loss 6.9218e-01 (1.3458e+00)
[2025-09-24 15:48:24,746] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [86.0, 84.0, 78.0, 76.0, 62.0], Val Loss  [0.580500066280365, 0.7994839549064636, 1.3164173364639282, 1.3377587795257568, 2.3256072998046875] || Best Acc@1:86.000
[2025-09-24 15:48:24,747] [SEDG] [INFO] Epoch:58 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.3545066118240356, 3.4685113430023193, 3.5116530656814575, 4.0720824003219604, 3.2458935976028442, 3.5630964040756226, 3.891762614250183, 3.617441415786743, 2.9529879093170166, 3.724156141281128]
[2025-09-24 15:48:24,797] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-09-24 15:48:42,444] [SEDG] [INFO] Epoch:59 || Train Acc@1 100.00 ( 99.61), Train Cla Loss 7.5757e-01 (1.2218e+00)
[2025-09-24 15:48:43,012] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [87.0, 82.0, 76.0, 73.0, 57.0], Val Loss  [0.7692392468452454, 0.990077942609787, 1.5030834674835205, 1.571122407913208, 2.6605981588363647] || Best Acc@1:86.000
[2025-09-24 15:48:43,013] [SEDG] [INFO] Epoch:59 || Test  Acc@1: [46.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.6438984870910645, 3.658282995223999, 3.649338126182556, 4.12447714805603, 3.2644375562667847, 3.540202021598816, 3.872605800628662, 3.5957990884780884, 2.899555206298828, 3.5942163467407227]
[2025-09-24 15:48:43,091] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-09-24 15:48:59,644] [SEDG] [INFO] Epoch:60 || Train Acc@1  99.72 ( 99.54), Train Cla Loss 1.4309e+00 (1.3732e+00)
[2025-09-24 15:49:00,277] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [88.0, 86.0, 78.0, 78.0, 62.0], Val Loss  [0.4428587108850479, 0.6306345909833908, 1.1902890503406525, 1.2523813843727112, 2.251212239265442] || Best Acc@1:86.000
[2025-09-24 15:49:00,279] [SEDG] [INFO] Epoch:60 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.3418790102005005, 3.5426642894744873, 3.6116514205932617, 4.18635880947113, 3.2906274795532227, 3.5704551935195923, 3.891715168952942, 3.6133339405059814, 2.915791630744934, 3.5977349281311035]
[2025-09-24 15:49:00,308] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-09-24 15:49:17,823] [SEDG] [INFO] Epoch:61 || Train Acc@1  99.17 ( 99.54), Train Cla Loss 2.1053e+00 (1.3794e+00)
[2025-09-24 15:49:18,303] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [86.0, 81.0, 76.0, 73.0, 57.0], Val Loss  [0.6511132717132568, 0.8923892080783844, 1.4460175037384033, 1.5052468180656433, 2.578754186630249] || Best Acc@1:86.000
[2025-09-24 15:49:18,308] [SEDG] [INFO] Epoch:61 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.619164824485779, 3.7281641960144043, 3.775720715522766, 4.406349420547485, 3.4853986501693726, 3.7681212425231934, 4.075448036193848, 3.7260788679122925, 2.993386149406433, 3.654829502105713]
[2025-09-24 15:49:18,366] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-09-24 15:49:35,719] [SEDG] [INFO] Epoch:62 || Train Acc@1 100.00 ( 99.58), Train Cla Loss 6.3249e-01 (1.2356e+00)
[2025-09-24 15:49:36,150] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [90.0, 87.0, 79.0, 79.0, 64.0], Val Loss  [0.3983531594276428, 0.5297546982765198, 1.1104053556919098, 1.1918489634990692, 2.178436279296875] || Best Acc@1:86.000
[2025-09-24 15:49:36,150] [SEDG] [INFO] Epoch:62 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.3609954118728638, 3.603155255317688, 3.7460803985595703, 4.398035049438477, 3.5558314323425293, 3.897821307182312, 4.248124480247498, 3.8958534002304077, 3.155508518218994, 3.8956366777420044]
[2025-09-24 15:49:36,176] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-09-24 15:49:53,763] [SEDG] [INFO] Epoch:63 || Train Acc@1  99.44 ( 99.55), Train Cla Loss 1.2065e+00 (1.3967e+00)
[2025-09-24 15:49:54,181] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [87.0, 86.0, 78.0, 78.0, 63.0], Val Loss  [0.5762671828269958, 0.749702513217926, 1.2567718625068665, 1.287040114402771, 2.2837252616882324] || Best Acc@1:86.000
[2025-09-24 15:49:54,191] [SEDG] [INFO] Epoch:63 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.444672107696533, 3.6161794662475586, 3.7552695274353027, 4.400367856025696, 3.5119683742523193, 3.829800605773926, 4.2079949378967285, 3.903427481651306, 3.1521031856536865, 3.866424322128296]
[2025-09-24 15:49:54,228] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-09-24 15:50:11,613] [SEDG] [INFO] Epoch:64 || Train Acc@1  99.72 ( 99.56), Train Cla Loss 1.3446e+00 (1.3506e+00)
[2025-09-24 15:50:12,029] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [90.0, 87.0, 80.0, 80.0, 65.0], Val Loss  [0.3202618509531021, 0.43307405710220337, 1.047802895307541, 1.1498743891716003, 2.152046501636505] || Best Acc@1:86.000
[2025-09-24 15:50:12,030] [SEDG] [INFO] Epoch:64 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.395652651786804, 3.610499620437622, 3.742528796195984, 4.414163112640381, 3.492996573448181, 3.7621201276779175, 4.1222370862960815, 3.7849385738372803, 3.030665159225464, 3.6775383949279785]
[2025-09-24 15:50:12,052] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-09-24 15:50:28,352] [SEDG] [INFO] Epoch:65 || Train Acc@1  99.44 ( 99.54), Train Cla Loss 1.6177e+00 (1.3669e+00)
[2025-09-24 15:50:28,842] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [87.0, 85.0, 77.0, 75.0, 60.0], Val Loss  [0.5936105847358704, 0.7931396663188934, 1.4001708030700684, 1.4771128296852112, 2.5741714239120483] || Best Acc@1:86.000
[2025-09-24 15:50:28,850] [SEDG] [INFO] Epoch:65 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.648911476135254, 3.7981549501419067, 3.789602041244507, 4.415336608886719, 3.412096619606018, 3.617987036705017, 3.9437931776046753, 3.5845478773117065, 2.879591464996338, 3.5549978017807007]
[2025-09-24 15:50:28,900] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-09-24 15:50:47,385] [SEDG] [INFO] Epoch:66 || Train Acc@1 100.00 ( 99.52), Train Cla Loss 4.7629e-01 (1.3981e+00)
[2025-09-24 15:50:47,877] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [90.0, 88.0, 79.0, 79.0, 63.0], Val Loss  [0.4118344783782959, 0.5817537158727646, 1.1434855461120605, 1.2083054780960083, 2.18745493888855] || Best Acc@1:86.000
[2025-09-24 15:50:47,887] [SEDG] [INFO] Epoch:66 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.385688066482544, 3.6401480436325073, 3.827371597290039, 4.601490259170532, 3.7302796840667725, 4.086644411087036, 4.4695281982421875, 4.090189099311829, 3.2968552112579346, 4.00841748714447]
[2025-09-24 15:50:47,933] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-09-24 15:51:06,624] [SEDG] [INFO] Epoch:67 || Train Acc@1 100.00 ( 99.57), Train Cla Loss 6.3057e-01 (1.2573e+00)
[2025-09-24 15:51:07,199] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [86.0, 82.0, 78.0, 75.0, 61.0], Val Loss  [0.6695218682289124, 0.9025217592716217, 1.4552195072174072, 1.506877362728119, 2.630319356918335] || Best Acc@1:86.000
[2025-09-24 15:51:07,200] [SEDG] [INFO] Epoch:67 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.818071484565735, 3.9060572385787964, 4.006969213485718, 4.698239803314209, 3.823455810546875, 4.218477249145508, 4.660933494567871, 4.2613396644592285, 3.424957513809204, 4.14303994178772]
[2025-09-24 15:51:07,238] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-09-24 15:51:26,068] [SEDG] [INFO] Epoch:68 || Train Acc@1 100.00 ( 99.56), Train Cla Loss 6.5906e-01 (1.3001e+00)
[2025-09-24 15:51:26,489] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [87.0, 85.0, 78.0, 75.0, 61.0], Val Loss  [0.6443529427051544, 0.9141876995563507, 1.507771521806717, 1.5387065410614014, 2.6726784706115723] || Best Acc@1:86.000
[2025-09-24 15:51:26,490] [SEDG] [INFO] Epoch:68 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.8246697187423706, 3.9261542558670044, 3.9879977703094482, 4.662031412124634, 3.657503366470337, 3.8888449668884277, 4.160471677780151, 3.700843334197998, 2.9597108364105225, 3.64184832572937]
[2025-09-24 15:51:26,534] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-09-24 15:51:43,886] [SEDG] [INFO] Epoch:69 || Train Acc@1 100.00 ( 99.62), Train Cla Loss 3.9031e-01 (1.2040e+00)
[2025-09-24 15:51:44,382] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [85.0, 80.0, 77.0, 75.0, 59.0], Val Loss  [0.6749605387449265, 0.9012267887592316, 1.5052195191383362, 1.5822672843933105, 2.735735297203064] || Best Acc@1:86.000
[2025-09-24 15:51:44,383] [SEDG] [INFO] Epoch:69 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.9587574005126953, 3.986833691596985, 4.071925640106201, 4.78305459022522, 3.8646368980407715, 4.2388293743133545, 4.647303581237793, 4.215404033660889, 3.3876677751541138, 4.1066741943359375]
[2025-09-24 15:51:44,435] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-09-24 15:52:01,781] [SEDG] [INFO] Epoch:70 || Train Acc@1  98.61 ( 99.54), Train Cla Loss 2.8435e+00 (1.3381e+00)
[2025-09-24 15:52:02,207] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [88.0, 87.0, 78.0, 76.0, 61.0], Val Loss  [0.4770449101924896, 0.6870689690113068, 1.3264349102973938, 1.3866653442382812, 2.483816385269165] || Best Acc@1:86.000
[2025-09-24 15:52:02,208] [SEDG] [INFO] Epoch:70 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.724233031272888, 3.899445652961731, 4.000958204269409, 4.687227725982666, 3.677424192428589, 3.882302761077881, 4.146085977554321, 3.711884021759033, 2.9916319847106934, 3.7042901515960693]
[2025-09-24 15:52:02,236] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-09-24 15:52:20,141] [SEDG] [INFO] Epoch:71 || Train Acc@1 100.00 ( 99.58), Train Cla Loss 9.6856e-01 (1.2756e+00)
[2025-09-24 15:52:20,557] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [87.0, 85.0, 77.0, 75.0, 60.0], Val Loss  [0.6072447299957275, 0.9009575843811035, 1.5507579445838928, 1.6173895001411438, 2.787156581878662] || Best Acc@1:86.000
[2025-09-24 15:52:20,570] [SEDG] [INFO] Epoch:71 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.966084122657776, 4.002987384796143, 4.04381799697876, 4.713346004486084, 3.717343330383301, 3.9533510208129883, 4.207876443862915, 3.7335426807403564, 3.0091909170150757, 3.726506471633911]
[2025-09-24 15:52:20,625] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-09-24 15:52:39,681] [SEDG] [INFO] Epoch:72 || Train Acc@1  99.72 ( 99.57), Train Cla Loss 1.1327e+00 (1.2509e+00)
[2025-09-24 15:52:40,535] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [87.0, 85.0, 77.0, 75.0, 61.0], Val Loss  [0.6279311627149582, 0.8661334216594696, 1.5155999064445496, 1.6130117177963257, 2.8161078691482544] || Best Acc@1:86.000
[2025-09-24 15:52:40,536] [SEDG] [INFO] Epoch:72 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.020226955413818, 4.08948278427124, 4.103861331939697, 4.8070738315582275, 3.823767066001892, 4.109620094299316, 4.423263072967529, 3.952637791633606, 3.1861602067947388, 3.922190308570862]
[2025-09-24 15:52:40,597] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-09-24 15:52:57,955] [SEDG] [INFO] Epoch:73 || Train Acc@1  99.17 ( 99.54), Train Cla Loss 1.9909e+00 (1.3397e+00)
[2025-09-24 15:52:58,585] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [87.0, 86.0, 78.0, 77.0, 61.0], Val Loss  [0.569769486784935, 0.7760689854621887, 1.3883316814899445, 1.4609492421150208, 2.5975420475006104] || Best Acc@1:86.000
[2025-09-24 15:52:58,585] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.861027717590332, 3.9647423028945923, 4.047324180603027, 4.731327056884766, 3.812095284461975, 4.136629223823547, 4.464230298995972, 3.954890489578247, 3.170318126678467, 3.8922468423843384]
[2025-09-24 15:52:58,623] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-09-24 15:53:16,735] [SEDG] [INFO] Epoch:74 || Train Acc@1 100.00 ( 99.53), Train Cla Loss 4.7528e-01 (1.4024e+00)
[2025-09-24 15:53:17,316] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [87.0, 83.0, 77.0, 75.0, 59.0], Val Loss  [0.6146151125431061, 0.8748965263366699, 1.566240131855011, 1.6752259135246277, 2.8797796964645386] || Best Acc@1:86.000
[2025-09-24 15:53:17,317] [SEDG] [INFO] Epoch:74 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.053201675415039, 4.060283660888672, 4.040275931358337, 4.665365695953369, 3.6188056468963623, 3.8649344444274902, 4.161145925521851, 3.773049235343933, 3.0550496578216553, 3.7940433025360107]
[2025-09-24 15:53:17,345] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-09-24 15:53:34,826] [SEDG] [INFO] Epoch:75 || Train Acc@1  99.17 ( 99.57), Train Cla Loss 2.3292e+00 (1.2832e+00)
[2025-09-24 15:53:35,382] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [87.0, 85.0, 77.0, 75.0, 60.0], Val Loss  [0.5755093395709991, 0.7764553725719452, 1.4190976023674011, 1.478058934211731, 2.621029853820801] || Best Acc@1:86.000
[2025-09-24 15:53:35,383] [SEDG] [INFO] Epoch:75 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.908793330192566, 4.013390421867371, 4.121451735496521, 4.825364112854004, 3.8064388036727905, 4.114116668701172, 4.452542543411255, 4.015786528587341, 3.200939178466797, 3.884871482849121]
[2025-09-24 15:53:35,407] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-09-24 15:53:54,042] [SEDG] [INFO] Epoch:76 || Train Acc@1 100.00 ( 99.58), Train Cla Loss 7.0017e-01 (1.3198e+00)
[2025-09-24 15:53:54,522] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [86.0, 82.0, 77.0, 75.0, 59.0], Val Loss  [0.6304813623428345, 0.8767102211713791, 1.4973600506782532, 1.5569760203361511, 2.7334814071655273] || Best Acc@1:86.000
[2025-09-24 15:53:54,529] [SEDG] [INFO] Epoch:76 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.9652053117752075, 4.080804467201233, 4.172264099121094, 4.883410930633545, 3.889968752861023, 4.26116681098938, 4.684238910675049, 4.298593282699585, 3.4750871658325195, 4.268919944763184]
[2025-09-24 15:53:54,580] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-09-24 15:54:11,887] [SEDG] [INFO] Epoch:77 || Train Acc@1 100.00 ( 99.63), Train Cla Loss 5.8806e-01 (1.1934e+00)
[2025-09-24 15:54:12,465] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [86.0, 81.0, 76.0, 73.0, 57.0], Val Loss  [0.8441324532032013, 1.0888280868530273, 1.7123743891716003, 1.7606644034385681, 2.9558292627334595] || Best Acc@1:86.000
[2025-09-24 15:54:12,470] [SEDG] [INFO] Epoch:77 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.118053078651428, 4.117271900177002, 4.123078107833862, 4.7784459590911865, 3.6427069902420044, 3.890630841255188, 4.178723335266113, 3.7966220378875732, 3.0677719116210938, 3.7839932441711426]
[2025-09-24 15:54:12,512] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-09-24 15:54:29,923] [SEDG] [INFO] Epoch:78 || Train Acc@1  98.06 ( 99.65), Train Cla Loss 4.3715e+00 (1.0565e+00)
[2025-09-24 15:54:30,430] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [87.0, 85.0, 78.0, 76.0, 61.0], Val Loss  [0.6154753565788269, 0.8483650982379913, 1.4762296080589294, 1.5377181768417358, 2.7024784088134766] || Best Acc@1:86.000
[2025-09-24 15:54:30,431] [SEDG] [INFO] Epoch:78 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.9949387311935425, 4.082462549209595, 4.145068407058716, 4.800425291061401, 3.654561161994934, 3.8874322175979614, 4.214803338050842, 3.82287061214447, 3.077426552772522, 3.800023078918457]
[2025-09-24 15:54:30,459] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-09-24 15:54:49,180] [SEDG] [INFO] Epoch:79 || Train Acc@1  99.72 ( 99.60), Train Cla Loss 5.0851e-01 (1.1735e+00)
[2025-09-24 15:54:49,647] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [87.0, 85.0, 78.0, 77.0, 61.0], Val Loss  [0.5788470506668091, 0.8316536247730255, 1.4564553499221802, 1.534437894821167, 2.709750533103943] || Best Acc@1:86.000
[2025-09-24 15:54:49,647] [SEDG] [INFO] Epoch:79 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.989595890045166, 4.063676357269287, 4.102441191673279, 4.725452899932861, 3.634058356285095, 3.9192157983779907, 4.294072151184082, 3.905832529067993, 3.1346746683120728, 3.8535929918289185]
[2025-09-24 15:54:49,673] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-09-24 15:55:07,241] [SEDG] [INFO] Epoch:80 || Train Acc@1  99.44 ( 99.60), Train Cla Loss 1.2513e+00 (1.2480e+00)
[2025-09-24 15:55:07,791] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [88.0, 85.0, 78.0, 77.0, 63.0], Val Loss  [0.623251885175705, 0.8391678631305695, 1.423463225364685, 1.4626353979110718, 2.599354863166809] || Best Acc@1:86.000
[2025-09-24 15:55:07,791] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.8659554719924927, 4.022195339202881, 4.124323844909668, 4.819204092025757, 3.794891595840454, 4.0862531661987305, 4.431784272193909, 4.012242794036865, 3.2152401208877563, 3.9462822675704956]
[2025-09-24 15:55:07,820] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-09-24 15:55:23,178] [SEDG] [INFO] Epoch:81 || Train Acc@1  99.72 ( 99.60), Train Cla Loss 6.6376e-01 (1.2122e+00)
[2025-09-24 15:55:23,640] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [85.0, 81.0, 76.0, 73.0, 56.0], Val Loss  [0.7740069329738617, 1.0784434080123901, 1.7447161674499512, 1.8432952761650085, 3.1128156185150146] || Best Acc@1:86.000
[2025-09-24 15:55:23,640] [SEDG] [INFO] Epoch:81 || Test  Acc@1: [46.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.298504829406738, 4.3196940422058105, 4.3014174699783325, 4.992682456970215, 3.91100013256073, 4.272137641906738, 4.71527099609375, 4.367266893386841, 3.5646251440048218, 4.418192267417908]
[2025-09-24 15:55:23,673] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-09-24 15:55:40,733] [SEDG] [INFO] Epoch:82 || Train Acc@1  99.44 ( 99.49), Train Cla Loss 1.4836e+00 (1.5011e+00)
[2025-09-24 15:55:41,208] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [87.0, 85.0, 77.0, 75.0, 60.0], Val Loss  [0.5535442680120468, 0.7673767507076263, 1.4717020392417908, 1.5540916919708252, 2.7286092042922974] || Best Acc@1:86.000
[2025-09-24 15:55:41,218] [SEDG] [INFO] Epoch:82 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.023960113525391, 4.070207834243774, 4.099042654037476, 4.732147693634033, 3.7268956899642944, 4.04601776599884, 4.412647008895874, 3.982605218887329, 3.1983959674835205, 3.9332793951034546]
[2025-09-24 15:55:41,252] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-09-24 15:55:57,185] [SEDG] [INFO] Epoch:83 || Train Acc@1  98.33 ( 99.53), Train Cla Loss 3.3597e+00 (1.3469e+00)
[2025-09-24 15:55:57,668] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [87.0, 81.0, 76.0, 72.0, 55.0], Val Loss  [0.6831420063972473, 0.9318391382694244, 1.605584740638733, 1.7083133459091187, 2.9465056657791138] || Best Acc@1:86.000
[2025-09-24 15:55:57,669] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [44.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.189945220947266, 4.2465468645095825, 4.271042346954346, 4.971140146255493, 3.97848641872406, 4.355542898178101, 4.796782970428467, 4.3651041984558105, 3.526227116584778, 4.353028297424316]
[2025-09-24 15:55:57,700] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-09-24 15:56:13,990] [SEDG] [INFO] Epoch:84 || Train Acc@1 100.00 ( 99.63), Train Cla Loss 9.6680e-01 (1.1630e+00)
[2025-09-24 15:56:14,579] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [87.0, 86.0, 79.0, 79.0, 62.0], Val Loss  [0.458758682012558, 0.6250008195638657, 1.2542434930801392, 1.316192626953125, 2.40842068195343] || Best Acc@1:86.000
[2025-09-24 15:56:14,580] [SEDG] [INFO] Epoch:84 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.703893542289734, 3.9890248775482178, 4.179846286773682, 4.960227012634277, 4.02154016494751, 4.407655239105225, 4.824356555938721, 4.321679472923279, 3.4494521617889404, 4.240173578262329]
[2025-09-24 15:56:14,609] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-09-24 15:56:31,170] [SEDG] [INFO] Epoch:85 || Train Acc@1  99.72 ( 99.57), Train Cla Loss 9.3544e-01 (1.3146e+00)
[2025-09-24 15:56:31,599] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [87.0, 80.0, 76.0, 71.0, 53.0], Val Loss  [0.7653102278709412, 1.022765964269638, 1.633866012096405, 1.7135000824928284, 2.953529477119446] || Best Acc@1:86.000
[2025-09-24 15:56:31,599] [SEDG] [INFO] Epoch:85 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.151778697967529, 4.199952006340027, 4.245507717132568, 4.962128162384033, 3.909899950027466, 4.228335618972778, 4.581584692001343, 4.12729811668396, 3.31280779838562, 4.073828816413879]
[2025-09-24 15:56:31,628] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-09-24 15:56:47,949] [SEDG] [INFO] Epoch:86 || Train Acc@1  99.72 ( 99.67), Train Cla Loss 1.2680e+00 (1.0292e+00)
[2025-09-24 15:56:48,364] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [87.0, 82.0, 76.0, 73.0, 57.0], Val Loss  [0.6288802027702332, 0.834905743598938, 1.4511485695838928, 1.4918373227119446, 2.649752616882324] || Best Acc@1:86.000
[2025-09-24 15:56:48,366] [SEDG] [INFO] Epoch:86 || Test  Acc@1: [47.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.9599300622940063, 4.15098512172699, 4.3053975105285645, 5.04825496673584, 3.9913671016693115, 4.3488664627075195, 4.763761043548584, 4.33404541015625, 3.440343141555786, 4.155039072036743]
[2025-09-24 15:56:48,412] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-09-24 15:57:03,723] [SEDG] [INFO] Epoch:87 || Train Acc@1 100.00 ( 99.67), Train Cla Loss 2.9243e-01 (1.0117e+00)
[2025-09-24 15:57:04,075] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [89.0, 86.0, 79.0, 79.0, 62.0], Val Loss  [0.5204591155052185, 0.7532894611358643, 1.3566195964813232, 1.4410192370414734, 2.6143157482147217] || Best Acc@1:86.000
[2025-09-24 15:57:04,075] [SEDG] [INFO] Epoch:87 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.9266070127487183, 4.138911604881287, 4.2727203369140625, 5.032538652420044, 4.069511651992798, 4.506901741027832, 4.989503383636475, 4.581324338912964, 3.653737187385559, 4.4123899936676025]
[2025-09-24 15:57:04,100] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-09-24 15:57:20,403] [SEDG] [INFO] Epoch:88 || Train Acc@1 100.00 ( 99.55), Train Cla Loss 2.3931e-01 (1.2402e+00)
[2025-09-24 15:57:20,866] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [86.0, 80.0, 76.0, 71.0, 53.0], Val Loss  [0.7188605964183807, 0.9682691097259521, 1.5717256665229797, 1.640894591808319, 2.855722665786743] || Best Acc@1:86.000
[2025-09-24 15:57:20,867] [SEDG] [INFO] Epoch:88 || Test  Acc@1: [43.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.057353615760803, 4.20962381362915, 4.276268243789673, 5.034427642822266, 4.024601578712463, 4.413083553314209, 4.84218430519104, 4.4045891761779785, 3.5529388189315796, 4.351009368896484]
[2025-09-24 15:57:20,893] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-09-24 15:57:36,179] [SEDG] [INFO] Epoch:89 || Train Acc@1 100.00 ( 99.71), Train Cla Loss 5.1499e-01 (9.5298e-01)
[2025-09-24 15:57:36,592] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [87.0, 85.0, 77.0, 75.0, 60.0], Val Loss  [0.6377944946289062, 0.8962032496929169, 1.471488893032074, 1.5140816867351532, 2.680570602416992] || Best Acc@1:86.000
[2025-09-24 15:57:36,598] [SEDG] [INFO] Epoch:89 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.893628239631653, 4.133971452713013, 4.210740327835083, 4.978454828262329, 3.9311554431915283, 4.237484455108643, 4.586350798606873, 4.1246747970581055, 3.303533673286438, 4.034806132316589]
[2025-09-24 15:57:36,647] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-09-24 15:57:53,605] [SEDG] [INFO] Epoch:90 || Train Acc@1 100.00 ( 99.62), Train Cla Loss 5.5867e-01 (1.1790e+00)
[2025-09-24 15:57:54,086] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [87.0, 86.0, 79.0, 78.0, 61.0], Val Loss  [0.5636126548051834, 0.8161532580852509, 1.4245629906654358, 1.4652630686759949, 2.637313723564148] || Best Acc@1:86.000
[2025-09-24 15:57:54,086] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.924274206161499, 4.196106433868408, 4.30879020690918, 5.089415550231934, 4.078577637672424, 4.475450396537781, 4.937769412994385, 4.534306287765503, 3.633875846862793, 4.430564522743225]
[2025-09-24 15:57:54,110] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-09-24 15:58:10,848] [SEDG] [INFO] Epoch:91 || Train Acc@1  99.44 ( 99.57), Train Cla Loss 1.4582e+00 (1.2357e+00)
[2025-09-24 15:58:11,485] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [86.0, 82.0, 78.0, 75.0, 61.0], Val Loss  [0.717725396156311, 0.9419321417808533, 1.5369831919670105, 1.5670822858810425, 2.7394601106643677] || Best Acc@1:86.000
[2025-09-24 15:58:11,486] [SEDG] [INFO] Epoch:91 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.01981782913208, 4.140246033668518, 4.216203689575195, 4.879867076873779, 3.7513715028762817, 4.0214009284973145, 4.3762805461883545, 3.9944013357162476, 3.2242504358291626, 3.9861323833465576]
[2025-09-24 15:58:11,517] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-09-24 15:58:28,275] [SEDG] [INFO] Epoch:92 || Train Acc@1  99.72 ( 99.64), Train Cla Loss 5.4627e-01 (1.1116e+00)
[2025-09-24 15:58:28,669] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [87.0, 85.0, 77.0, 75.0, 60.0], Val Loss  [0.5489392280578613, 0.7025471329689026, 1.3482101559638977, 1.4003468751907349, 2.4962416887283325] || Best Acc@1:86.000
[2025-09-24 15:58:28,669] [SEDG] [INFO] Epoch:92 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.786889433860779, 4.0291677713394165, 4.145044445991516, 4.912365913391113, 3.8318710327148438, 4.168863415718079, 4.592002868652344, 4.190964579582214, 3.375096917152405, 4.16620397567749]
[2025-09-24 15:58:28,710] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-09-24 15:58:44,036] [SEDG] [INFO] Epoch:93 || Train Acc@1  99.17 ( 99.63), Train Cla Loss 1.8715e+00 (1.0898e+00)
[2025-09-24 15:58:44,627] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [85.0, 79.0, 74.0, 71.0, 54.0], Val Loss  [0.9698666930198669, 1.248708426952362, 1.8960682153701782, 1.960982859134674, 3.275810956954956] || Best Acc@1:86.000
[2025-09-24 15:58:44,627] [SEDG] [INFO] Epoch:93 || Test  Acc@1: [44.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.472650766372681, 4.449631929397583, 4.449065685272217, 5.111595630645752, 3.932600975036621, 4.252545595169067, 4.712132453918457, 4.4078369140625, 3.5716397762298584, 4.404585361480713]
[2025-09-24 15:58:44,665] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-09-24 15:59:00,333] [SEDG] [INFO] Epoch:94 || Train Acc@1  98.06 ( 99.60), Train Cla Loss 4.2908e+00 (1.2079e+00)
[2025-09-24 15:59:00,827] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [88.0, 86.0, 79.0, 80.0, 66.0], Val Loss  [0.5083225071430206, 0.6708738207817078, 1.288679450750351, 1.351544439792633, 2.491027593612671] || Best Acc@1:86.000
[2025-09-24 15:59:00,828] [SEDG] [INFO] Epoch:94 || Test  Acc@1: [50.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.872564196586609, 4.177462339401245, 4.359657526016235, 5.131659269332886, 3.9564610719680786, 4.243923306465149, 4.594489097595215, 4.124713182449341, 3.304519534111023, 4.075957894325256]
[2025-09-24 15:59:00,859] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-09-24 15:59:15,576] [SEDG] [INFO] Epoch:95 || Train Acc@1  99.72 ( 99.62), Train Cla Loss 8.2538e-01 (1.1451e+00)
[2025-09-24 15:59:16,072] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [87.0, 86.0, 79.0, 79.0, 62.0], Val Loss  [0.5979958921670914, 0.8365617990493774, 1.4648602604866028, 1.5066550374031067, 2.723243236541748] || Best Acc@1:86.000
[2025-09-24 15:59:16,072] [SEDG] [INFO] Epoch:95 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.0766236782073975, 4.288886308670044, 4.386261224746704, 5.092076063156128, 3.9160882234573364, 4.233584642410278, 4.6586151123046875, 4.2822771072387695, 3.4208950996398926, 4.1727412939071655]
[2025-09-24 15:59:16,099] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-09-24 15:59:30,674] [SEDG] [INFO] Epoch:96 || Train Acc@1 100.00 ( 99.62), Train Cla Loss 4.5818e-01 (1.1558e+00)
[2025-09-24 15:59:31,168] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [86.0, 85.0, 77.0, 75.0, 61.0], Val Loss  [0.7261508256196976, 0.9799911677837372, 1.5503364205360413, 1.550613284111023, 2.764321804046631] || Best Acc@1:86.000
[2025-09-24 15:59:31,168] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [48.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.066008448600769, 4.32383131980896, 4.425404906272888, 5.166518688201904, 3.9895501136779785, 4.316391468048096, 4.746061086654663, 4.336939096450806, 3.4718942642211914, 4.236738324165344]
[2025-09-24 15:59:31,189] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-09-24 15:59:45,230] [SEDG] [INFO] Epoch:97 || Train Acc@1  98.61 ( 99.67), Train Cla Loss 6.1315e+00 (1.0409e+00)
[2025-09-24 15:59:45,637] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [87.0, 86.0, 79.0, 78.0, 62.0], Val Loss  [0.6102161705493927, 0.839065283536911, 1.3596831560134888, 1.3924182057380676, 2.523829162120819] || Best Acc@1:86.000
[2025-09-24 15:59:45,637] [SEDG] [INFO] Epoch:97 || Test  Acc@1: [49.0, 49.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.8423796892166138, 4.161125302314758, 4.314793825149536, 5.137574195861816, 4.08440625667572, 4.463028907775879, 4.903080463409424, 4.523587107658386, 3.6211097240448, 4.360623121261597]
[2025-09-24 15:59:45,676] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-09-24 16:00:00,694] [SEDG] [INFO] Epoch:98 || Train Acc@1  98.89 ( 99.66), Train Cla Loss 1.9427e+00 (1.0341e+00)
[2025-09-24 16:00:01,013] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [91.0, 88.0, 84.0, 86.0, 72.0], Val Loss  [0.3218649625778198, 0.4342281073331833, 1.0518345832824707, 1.0662601590156555, 2.147974669933319] || Best Acc@1:86.000
[2025-09-24 16:00:01,013] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [54.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.4713879823684692, 4.072131514549255, 4.3525779247283936, 5.240483283996582, 4.188827395439148, 4.596672058105469, 5.065860748291016, 4.644593238830566, 3.691701889038086, 4.424200057983398]
[2025-09-24 16:00:01,040] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-09-24 16:00:15,013] [SEDG] [INFO] Epoch:99 || Train Acc@1  98.33 ( 99.61), Train Cla Loss 3.2568e+00 (1.1645e+00)
[2025-09-24 16:00:15,326] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [88.0, 86.0, 79.0, 79.0, 65.0], Val Loss  [0.574793130159378, 0.7739882469177246, 1.4015610814094543, 1.4470961689949036, 2.622315526008606] || Best Acc@1:86.000
[2025-09-24 16:00:15,327] [SEDG] [INFO] Epoch:99 || Test  Acc@1: [50.0, 50.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.0426719188690186, 4.253981590270996, 4.405780792236328, 5.170870065689087, 4.06765604019165, 4.456866502761841, 4.903520584106445, 4.475942850112915, 3.5546799898147583, 4.249385595321655]
[2025-09-24 16:00:15,353] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 16:00:15,728] [SEDG] [INFO] Val  Acc@1: [94.0, 92.0, 85.0, 86.0, 73.0], Val Loss  [0.15614277869462967, 0.18646226823329926, 0.4534430205821991, 0.46797342598438263, 0.9122966229915619]
[2025-09-24 16:00:15,741] [SEDG] [INFO] Test  Acc@1: [58.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.4684984683990479, 1.7580101490020752, 1.9047277569770813, 2.3777835369110107, 2.1360362768173218, 2.362349271774292, 2.681231141090393, 2.450586199760437, 1.983953833580017, 2.464946150779724]
[2025-09-24 16:00:15,742] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 16:00:15,745] [SEDG] [INFO] Val  Mean&Var: [(94.0, 1.4142151), (92.0, 0.0), (85.0, 0.70710754), (86.0, 2.8284264), (73.0, 3.535534)]
[2025-09-24 16:00:15,748] [SEDG] [INFO] Test  Mean&Var: [(58.0, 5.6568546), (53.0, 6.363961), (51.0, 7.7781754), (44.0, 1.4142141), (55.0, 3.535534), (49.0, 3.535533), (42.0, 1.4142141), (45.0, 6.3639603), (55.0, 0.70710754), (44.0, 1.4142141)]
