[2025-06-01 21:16:41,058] [SEDG] [INFO] 
[2025-06-01 21:16:41,058] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-01 21:27:22,435] [SEDG] [INFO] Epoch:0 || Train Acc@1  10.21 ( 10.24), Train Cla Loss 1.4427e+04 (2.0072e+04)
[2025-06-01 21:27:29,244] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [10.749186515808105, 10.233442306518555, 9.961997985839844], Val Loss  [4.236269710894905, 4.361761091586433, 4.212649850192986] || Best Acc@1:10.315
[2025-06-01 21:27:29,245] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [7.790445327758789, 6.894680023193359, 6.243214130401611, 8.251900672912598, 8.414767265319824, 7.627579212188721], Test Loss [4.0786424972335364, 4.120682972650187, 4.032363957613221, 3.964303861611829, 3.9417596888464517, 3.8218053016289826]
[2025-06-01 21:27:29,261] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-01 21:38:16,469] [SEDG] [INFO] Epoch:1 || Train Acc@1  10.83 ( 10.16), Train Cla Loss 1.2447e+04 (1.6239e+04)
[2025-06-01 21:38:21,909] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [11.454940795898438, 10.36916446685791, 10.477742195129395], Val Loss  [4.447172043766184, 4.539467000805982, 4.416058110103545] || Best Acc@1:10.767
[2025-06-01 21:38:21,909] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [7.844734191894531, 6.948968887329102, 6.406080722808838, 8.414767265319824, 8.604777336120605, 8.034745216369629], Test Loss [4.257437438063978, 4.336050620684794, 4.214364563603355, 4.135288535966159, 4.141149118591209, 4.109275207457403]
[2025-06-01 21:38:21,949] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-01 21:49:07,274] [SEDG] [INFO] Epoch:2 || Train Acc@1  14.38 ( 10.86), Train Cla Loss 1.6105e+04 (1.1791e+04)
[2025-06-01 21:49:12,387] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [10.559175491333008, 8.930510520935059, 9.093377113342285], Val Loss  [4.559542769329556, 4.625186261602644, 4.532854196691358] || Best Acc@1:10.767
[2025-06-01 21:49:12,387] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [7.138979434967041, 6.378936290740967, 5.9989142417907715, 8.414767265319824, 8.849077224731445, 8.089034080505371], Test Loss [4.355057599878466, 4.460853778578171, 4.32330284988453, 4.236372658794788, 4.266001191900297, 4.286562685857767]
[2025-06-01 21:49:12,413] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-01 21:59:52,244] [SEDG] [INFO] Epoch:3 || Train Acc@1  12.29 ( 11.58), Train Cla Loss 4.3325e+03 (8.0975e+03)
[2025-06-01 21:59:58,344] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [9.581976890563965, 8.30618953704834, 7.138979434967041], Val Loss  [4.626882725507507, 4.675373350758506, 4.617548352344028] || Best Acc@1:10.767
[2025-06-01 21:59:58,344] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [5.9989142417907715, 5.157437801361084, 5.157437801361084, 8.116178512573242, 9.039088249206543, 8.116178512573242], Test Loss [4.432917439588118, 4.557560894310669, 4.4135925055326775, 4.315668315763194, 4.358684002382359, 4.412342992589994]
[2025-06-01 21:59:58,377] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-01 22:10:44,899] [SEDG] [INFO] Epoch:4 || Train Acc@1  14.79 ( 12.80), Train Cla Loss 3.5492e+03 (5.0323e+03)
[2025-06-01 22:10:51,985] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [11.319218635559082, 9.310532569885254, 8.523344039916992], Val Loss  [4.4049560363595575, 4.424330020183849, 4.389810598634353] || Best Acc@1:10.767
[2025-06-01 22:10:51,985] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [8.360478401184082, 9.907709121704102, 11.129207611083984, 15.038002967834473, 16.88382339477539, 14.847991943359375], Test Loss [4.214925001809186, 4.351415769285022, 4.214638856024229, 4.135413449439629, 4.185545394785629, 4.255577534728407]
[2025-06-01 22:10:52,012] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-01 22:21:35,560] [SEDG] [INFO] Epoch:5 || Train Acc@1  20.62 ( 14.57), Train Cla Loss 9.5957e+02 (2.3736e+03)
[2025-06-01 22:21:40,594] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [17.42671012878418, 16.422367095947266, 16.368078231811523], Val Loss  [3.92439770465565, 3.9389706085093246, 3.9261227772367895] || Best Acc@1:16.739
[2025-06-01 22:21:40,594] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [13.897937774658203, 13.925082206726074, 16.74810028076172, 19.136808395385742, 20.05971908569336, 19.245386123657227], Test Loss [3.779778341516998, 3.9088180577716143, 3.794681954461511, 3.727485812059831, 3.7710153147918004, 3.819386381279762]
[2025-06-01 22:21:40,611] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-01 22:32:20,704] [SEDG] [INFO] Epoch:6 || Train Acc@1  20.00 ( 17.80), Train Cla Loss 7.2925e+02 (8.6400e+02)
[2025-06-01 22:32:26,760] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [20.032573699951172, 19.543973922729492, 18.86536407470703], Val Loss  [3.1660832652051596, 3.193617083738992, 3.2043790716301737] || Best Acc@1:19.481
[2025-06-01 22:32:26,760] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [16.476655960083008, 15.36373519897461, 17.616722106933594, 19.191097259521484, 19.598262786865234, 19.57111930847168], Test Loss [3.1199724402412143, 3.212750128892035, 3.1412551061338245, 3.0776254439586923, 3.0964726306716472, 3.1181668163510796]
[2025-06-01 22:32:26,788] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-01 22:43:12,130] [SEDG] [INFO] Epoch:7 || Train Acc@1  16.04 ( 18.84), Train Cla Loss 5.5389e+02 (6.2525e+02)
[2025-06-01 22:43:17,214] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [20.575462341308594, 20.086862564086914, 19.245386123657227], Val Loss  [2.533808705084487, 2.574995895162079, 2.598435085060542] || Best Acc@1:19.969
[2025-06-01 22:43:17,214] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [16.39522361755371, 15.960912704467773, 17.806732177734375, 19.218242645263672, 19.869707107543945, 19.57111930847168], Test Loss [2.571626849593868, 2.6285680901344124, 2.590307966505666, 2.53285990009867, 2.5298888108629356, 2.530598546472357]
[2025-06-01 22:43:17,230] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-01 22:53:59,293] [SEDG] [INFO] Epoch:8 || Train Acc@1  21.46 ( 19.69), Train Cla Loss 4.7119e+02 (5.1545e+02)
[2025-06-01 22:54:05,041] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [20.358306884765625, 20.086862564086914, 18.783931732177734], Val Loss  [2.204464694964381, 2.2479186648266323, 2.2678849153487612] || Best Acc@1:19.969
[2025-06-01 22:54:05,042] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [16.693811416625977, 16.286645889282227, 18.132465362548828, 19.408252716064453, 19.84256362915039, 19.57111930847168], Test Loss [2.276087941098291, 2.305346212480278, 2.2802287825544028, 2.2352799313076157, 2.2192270623744506, 2.2154968957559293]
[2025-06-01 22:54:05,065] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-01 23:04:45,377] [SEDG] [INFO] Epoch:9 || Train Acc@1  22.08 ( 20.42), Train Cla Loss 4.2940e+02 (4.6051e+02)
[2025-06-01 23:04:53,086] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [20.711183547973633, 20.005430221557617, 18.539630889892578], Val Loss  [2.10481992140655, 2.149114550519067, 2.166323541429998] || Best Acc@1:19.969
[2025-06-01 23:04:53,086] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [16.069490432739258, 15.933768272399902, 17.15526580810547, 19.136808395385742, 19.733985900878906, 19.08251953125], Test Loss [2.195235388286727, 2.2121558787380056, 2.1941372439605016, 2.156785051675107, 2.1327295520794896, 2.1365479941476826]
[2025-06-01 23:04:53,141] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-01 23:15:35,118] [SEDG] [INFO] Epoch:10 || Train Acc@1  20.62 ( 20.60), Train Cla Loss 4.2291e+02 (4.5296e+02)
[2025-06-01 23:15:40,079] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [23.045602798461914, 21.49837303161621, 20.1954402923584], Val Loss  [2.0793213828767163, 2.122062766202498, 2.1396381427876725] || Best Acc@1:21.580
[2025-06-01 23:15:40,079] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [17.589576721191406, 17.100976943969727, 17.42671012878418, 20.276874542236328, 20.1954402923584, 19.951141357421875], Test Loss [2.1768258006254313, 2.188504716860743, 2.1752319320405347, 2.1412124167824413, 2.1148765914214938, 2.1202721300653216]
[2025-06-01 23:15:40,105] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-01 23:26:22,281] [SEDG] [INFO] Epoch:11 || Train Acc@1  21.67 ( 21.32), Train Cla Loss 4.3154e+02 (4.3522e+02)
[2025-06-01 23:26:27,315] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [24.239957809448242, 22.80130386352539, 20.819761276245117], Val Loss  [2.0751070230713884, 2.118417792677491, 2.1371264954731597] || Best Acc@1:22.620
[2025-06-01 23:26:27,315] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [17.861021041870117, 17.20955467224121, 17.64386558532715, 20.684040069580078, 20.711183547973633, 19.84256362915039], Test Loss [2.1772010046806707, 2.1871577279963788, 2.176882976817774, 2.14453076694998, 2.1172334495507155, 2.1208053978724277]
[2025-06-01 23:26:27,331] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-01 23:37:09,192] [SEDG] [INFO] Epoch:12 || Train Acc@1  22.92 ( 21.69), Train Cla Loss 4.2699e+02 (4.3918e+02)
[2025-06-01 23:37:16,423] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [25.0, 23.77850341796875, 22.041259765625], Val Loss  [2.068023414875863, 2.110171975840963, 2.1305338893728845] || Best Acc@1:23.607
[2025-06-01 23:37:16,423] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [18.973941802978516, 18.213897705078125, 18.295331954956055, 21.172639846801758, 21.525516510009766, 20.9283390045166], Test Loss [2.1734199539457935, 2.1846274560748173, 2.176744009850468, 2.146437195302609, 2.1193501638667205, 2.1234093822951428]
[2025-06-01 23:37:16,442] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-01 23:48:11,922] [SEDG] [INFO] Epoch:13 || Train Acc@1  21.88 ( 21.77), Train Cla Loss 4.3012e+02 (4.3837e+02)
[2025-06-01 23:48:21,399] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [25.542888641357422, 24.131380081176758, 22.176982879638672], Val Loss  [2.0661568882411, 2.1107095903216435, 2.1319793583127495] || Best Acc@1:23.950
[2025-06-01 23:48:21,399] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [19.028230667114258, 17.888166427612305, 17.69815444946289, 21.091205596923828, 21.715526580810547, 22.149837493896484], Test Loss [2.1764447075536273, 2.186959018148118, 2.1803451415381914, 2.1502138737358565, 2.123705954039136, 2.122075558485348]
[2025-06-01 23:48:21,426] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-01 23:59:12,962] [SEDG] [INFO] Epoch:14 || Train Acc@1  25.83 ( 22.24), Train Cla Loss 4.1388e+02 (4.3248e+02)
[2025-06-01 23:59:17,977] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [25.70575523376465, 23.56134796142578, 21.036916732788086], Val Loss  [2.0641382703563678, 2.110339886202486, 2.1331925097039934] || Best Acc@1:23.950
[2025-06-01 23:59:17,978] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [17.99674415588379, 16.80238914489746, 16.558090209960938, 19.84256362915039, 20.33116340637207, 21.036916732788086], Test Loss [2.178568562777889, 2.1906926554266715, 2.1849880637874044, 2.155913446935846, 2.1273055744481786, 2.126899776707255]
[2025-06-01 23:59:18,009] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 00:09:38,082] [SEDG] [INFO] Epoch:15 || Train Acc@1  21.88 ( 21.90), Train Cla Loss 4.2454e+02 (4.3818e+02)
[2025-06-02 00:09:43,388] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [25.461456298828125, 24.077091217041016, 22.231271743774414], Val Loss  [2.06243166628412, 2.107304656932719, 2.130317003020246] || Best Acc@1:23.950
[2025-06-02 00:09:43,388] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [19.08251953125, 18.268186569213867, 17.56243324279785, 20.901195526123047, 22.231271743774414, 23.50705909729004], Test Loss [2.174605208033459, 2.185821638045171, 2.1810234423957353, 2.1513498971050646, 2.1245409657978467, 2.1203436331174275]
[2025-06-02 00:09:43,424] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 00:20:03,725] [SEDG] [INFO] Epoch:16 || Train Acc@1  21.46 ( 22.13), Train Cla Loss 4.2553e+02 (4.3252e+02)
[2025-06-02 00:20:12,581] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [26.140066146850586, 23.398481369018555, 22.014116287231445], Val Loss  [2.0605298424388376, 2.105242846454782, 2.1286012590513943] || Best Acc@1:23.950
[2025-06-02 00:20:12,581] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [18.89250946044922, 17.888166427612305, 17.263843536376953, 20.168296813964844, 21.44408416748047, 22.448427200317383], Test Loss [2.174183266170638, 2.186261426354076, 2.181523921047049, 2.1551314728267807, 2.1272725142562816, 2.1265330392297006]
[2025-06-02 00:20:12,620] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 00:30:50,304] [SEDG] [INFO] Epoch:17 || Train Acc@1  22.50 ( 22.24), Train Cla Loss 5.6892e+02 (4.3566e+02)
[2025-06-02 00:30:55,570] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [26.791532516479492, 24.348535537719727, 22.31270408630371], Val Loss  [2.059032517069714, 2.1043402954499184, 2.1277986240697606] || Best Acc@1:24.484
[2025-06-02 00:30:55,571] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [19.543973922729492, 18.431053161621094, 17.725299835205078, 20.87405014038086, 21.579805374145508, 22.93702507019043], Test Loss [2.1718311674820097, 2.185702033462276, 2.1812789750798127, 2.1556991319314665, 2.128132325430258, 2.128390865139542]
[2025-06-02 00:30:55,590] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 00:41:18,491] [SEDG] [INFO] Epoch:18 || Train Acc@1  21.25 ( 22.20), Train Cla Loss 4.2369e+02 (4.3814e+02)
[2025-06-02 00:41:24,428] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [24.86427879333496, 23.724214553833008, 21.63409423828125], Val Loss  [2.061657832577485, 2.10850582448978, 2.132457226806044] || Best Acc@1:24.484
[2025-06-02 00:41:24,428] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [18.59391975402832, 17.318132400512695, 16.74810028076172, 19.679697036743164, 20.629751205444336, 21.308361053466797], Test Loss [2.176842367221944, 2.1916694811966986, 2.1883752314974507, 2.1607052611994044, 2.133094022639023, 2.129702950145212]
[2025-06-02 00:41:24,459] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 00:58:18,059] [SEDG] [INFO] Epoch:19 || Train Acc@1  20.21 ( 22.43), Train Cla Loss 4.2979e+02 (4.3094e+02)
[2025-06-02 00:58:27,419] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [25.542888641357422, 23.50705909729004, 21.41693878173828], Val Loss  [2.0566294247630363, 2.104034790386983, 2.1283257628885077] || Best Acc@1:24.484
[2025-06-02 00:58:27,420] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [18.756786346435547, 17.833877563476562, 16.856678009033203, 20.1954402923584, 21.064062118530273, 21.118350982666016], Test Loss [2.1740228492972906, 2.188047462643552, 2.183674990936677, 2.156708135666987, 2.1289467772754085, 2.125492757617068]
[2025-06-02 00:58:27,448] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 01:17:36,231] [SEDG] [INFO] Epoch:20 || Train Acc@1  20.83 ( 22.66), Train Cla Loss 4.2666e+02 (4.2806e+02)
[2025-06-02 01:17:45,392] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [25.108577728271484, 23.262758255004883, 21.41693878173828], Val Loss  [2.0582241103392858, 2.1054265436986372, 2.129217926764721] || Best Acc@1:24.484
[2025-06-02 01:17:45,394] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [18.67535400390625, 17.453855514526367, 16.856678009033203, 19.951141357421875, 21.44408416748047, 21.552661895751953], Test Loss [2.174282658760245, 2.187284010629312, 2.1835641829897603, 2.1567000527335303, 2.129782557875792, 2.1268706741084493]
[2025-06-02 01:17:45,432] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 01:36:59,188] [SEDG] [INFO] Epoch:21 || Train Acc@1  25.83 ( 22.28), Train Cla Loss 4.2125e+02 (4.3038e+02)
[2025-06-02 01:37:07,666] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [26.65580940246582, 23.995656967163086, 21.959827423095703], Val Loss  [2.0568423263413123, 2.104221772681618, 2.128865957260132] || Best Acc@1:24.484
[2025-06-02 01:37:07,667] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [18.783931732177734, 18.241043090820312, 17.56243324279785, 20.05971908569336, 21.118350982666016, 21.959827423095703], Test Loss [2.1740147337463083, 2.1873368914041924, 2.1830956011719347, 2.1581634030668275, 2.1293997795651713, 2.1298964380829655]
[2025-06-02 01:37:07,699] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 01:56:18,016] [SEDG] [INFO] Epoch:22 || Train Acc@1  22.71 ( 22.53), Train Cla Loss 4.3427e+02 (4.2892e+02)
[2025-06-02 01:56:27,759] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [25.868621826171875, 23.42562484741211, 21.41693878173828], Val Loss  [2.060439029811648, 2.107742717289381, 2.130602981834536] || Best Acc@1:24.484
[2025-06-02 01:56:27,760] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [18.349620819091797, 17.182411193847656, 17.318132400512695, 20.1140079498291, 20.494028091430664, 21.85124969482422], Test Loss [2.1746477785638567, 2.188120768978852, 2.183374146296846, 2.1576737448912877, 2.129947872037608, 2.1292459685173406]
[2025-06-02 01:56:27,779] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 02:15:39,164] [SEDG] [INFO] Epoch:23 || Train Acc@1  21.88 ( 22.26), Train Cla Loss 4.2827e+02 (4.3069e+02)
[2025-06-02 02:15:48,511] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [25.27144432067871, 23.69706916809082, 21.335506439208984], Val Loss  [2.057963685802994, 2.104681945390732, 2.127826905017567] || Best Acc@1:24.484
[2025-06-02 02:15:48,511] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [19.218242645263672, 17.671010971069336, 17.399566650390625, 20.629751205444336, 21.579805374145508, 21.715526580810547], Test Loss [2.171175811500425, 2.1839012183273265, 2.179907366973181, 2.1531639316571263, 2.126355789383382, 2.124341920455038]
[2025-06-02 02:15:48,529] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 02:35:03,648] [SEDG] [INFO] Epoch:24 || Train Acc@1  24.79 ( 22.60), Train Cla Loss 4.3782e+02 (4.2875e+02)
[2025-06-02 02:35:12,941] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [25.922910690307617, 23.56134796142578, 21.335506439208984], Val Loss  [2.0579360346840723, 2.1054808775066163, 2.129163523838652] || Best Acc@1:24.484
[2025-06-02 02:35:12,942] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [18.783931732177734, 17.69815444946289, 17.480998992919922, 20.086862564086914, 20.982627868652344, 22.041259765625], Test Loss [2.1742945408588126, 2.1879361149542493, 2.1834467661108956, 2.158179537092824, 2.129473025325067, 2.1290051121665137]
[2025-06-02 02:35:12,960] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 02:54:38,501] [SEDG] [INFO] Epoch:25 || Train Acc@1  21.88 ( 22.37), Train Cla Loss 4.2320e+02 (4.3938e+02)
[2025-06-02 02:54:47,926] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [24.701412200927734, 22.71986961364746, 20.684040069580078], Val Loss  [2.056787762657439, 2.103587750891521, 2.1282830044190346] || Best Acc@1:24.484
[2025-06-02 02:54:47,926] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [18.05103302001953, 16.82953453063965, 17.128122329711914, 20.032573699951172, 21.036916732788086, 20.575462341308594], Test Loss [2.1740133560441603, 2.1885982755729354, 2.184580037958847, 2.1577761250909067, 2.128502719177097, 2.1289327447499824]
[2025-06-02 02:54:47,946] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 03:14:09,861] [SEDG] [INFO] Epoch:26 || Train Acc@1  21.88 ( 22.32), Train Cla Loss 4.2895e+02 (4.3656e+02)
[2025-06-02 03:14:18,942] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [25.434310913085938, 23.751358032226562, 21.932682037353516], Val Loss  [2.0551942365565594, 2.103074607321028, 2.126149284723139] || Best Acc@1:24.484
[2025-06-02 03:14:18,943] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [19.136808395385742, 18.241043090820312, 17.616722106933594, 20.548316955566406, 21.85124969482422, 22.12269401550293], Test Loss [2.1699499377210287, 2.1834644921827784, 2.1807602337206613, 2.154266568659183, 2.128276836600288, 2.125916955525401]
[2025-06-02 03:14:18,962] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 03:33:42,074] [SEDG] [INFO] Epoch:27 || Train Acc@1  23.33 ( 22.44), Train Cla Loss 4.1948e+02 (4.2740e+02)
[2025-06-02 03:33:51,693] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [25.27144432067871, 23.398481369018555, 21.281217575073242], Val Loss  [2.0569419946266696, 2.1029667761116153, 2.1261831587999573] || Best Acc@1:24.484
[2025-06-02 03:33:51,693] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [18.512487411499023, 17.15526580810547, 16.775245666503906, 19.76112937927246, 21.091205596923828, 21.00977325439453], Test Loss [2.171385705276887, 2.1857440091111373, 2.1816022877584453, 2.155908582264903, 2.127763479462664, 2.125373848098109]
[2025-06-02 03:33:51,727] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 03:53:22,051] [SEDG] [INFO] Epoch:28 || Train Acc@1  23.12 ( 22.39), Train Cla Loss 4.2506e+02 (4.4106e+02)
[2025-06-02 03:53:31,178] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [26.628665924072266, 24.40282440185547, 22.61129379272461], Val Loss  [2.052367357943656, 2.099391843286322, 2.1245123470256693] || Best Acc@1:24.548
[2025-06-02 03:53:31,178] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [20.032573699951172, 18.349620819091797, 17.9695987701416, 20.684040069580078, 21.41693878173828, 22.557004928588867], Test Loss [2.1701157380392964, 2.185825959867297, 2.1829552945562605, 2.1570906662397356, 2.130103411814289, 2.1292887487318306]
[2025-06-02 03:53:31,211] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 04:12:54,494] [SEDG] [INFO] Epoch:29 || Train Acc@1  24.58 ( 22.76), Train Cla Loss 4.2724e+02 (4.2844e+02)
[2025-06-02 04:13:03,306] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [25.868621826171875, 23.20846939086914, 21.41693878173828], Val Loss  [2.054862560589073, 2.101764703806526, 2.1263263986631014] || Best Acc@1:24.548
[2025-06-02 04:13:03,306] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [18.702497482299805, 17.372421264648438, 17.42671012878418, 20.222585678100586, 21.308361053466797, 21.44408416748047], Test Loss [2.1713576262470955, 2.185258935251143, 2.180530353943766, 2.154633876943433, 2.1275886262278605, 2.1251637353182615]
[2025-06-02 04:13:03,324] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 04:32:24,089] [SEDG] [INFO] Epoch:30 || Train Acc@1  21.88 ( 22.61), Train Cla Loss 4.6448e+02 (4.3403e+02)
[2025-06-02 04:32:33,414] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [25.814332962036133, 23.262758255004883, 21.525516510009766], Val Loss  [2.054172423841122, 2.1005474294047404, 2.124569256841554] || Best Acc@1:24.548
[2025-06-02 04:32:33,414] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [18.81107521057129, 17.56243324279785, 17.263843536376953, 19.625408172607422, 20.575462341308594, 21.579805374145508], Test Loss [2.168336948276731, 2.1814860101631486, 2.177437858395157, 2.151285890647565, 2.125171326659013, 2.12253230169464]
[2025-06-02 04:32:33,440] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 04:51:57,276] [SEDG] [INFO] Epoch:31 || Train Acc@1  24.17 ( 22.68), Train Cla Loss 4.1904e+02 (4.2873e+02)
[2025-06-02 04:52:06,176] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [26.085777282714844, 23.642780303955078, 22.31270408630371], Val Loss  [2.0538180254957963, 2.100876299100124, 2.1241653897474952] || Best Acc@1:24.548
[2025-06-02 04:52:06,177] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [19.29967498779297, 18.40390968322754, 17.861021041870117, 20.358306884765625, 21.49837303161621, 22.638437271118164], Test Loss [2.1684279426301343, 2.181159309921513, 2.1772365111869787, 2.1518440199985567, 2.1254425825435876, 2.122554042828588]
[2025-06-02 04:52:06,195] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 05:11:34,402] [SEDG] [INFO] Epoch:32 || Train Acc@1  21.46 ( 22.26), Train Cla Loss 4.5282e+02 (4.4372e+02)
[2025-06-02 05:11:43,747] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [25.0, 23.344192504882812, 21.49837303161621], Val Loss  [2.056218718861136, 2.103027408985051, 2.126220325693634] || Best Acc@1:24.548
[2025-06-02 05:11:43,747] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [18.756786346435547, 17.64386558532715, 17.100976943969727, 19.896852493286133, 21.281217575073242, 21.82410430908203], Test Loss [2.1705403203684654, 2.183828710344793, 2.1807251737638094, 2.15323182581302, 2.127454185330518, 2.1221448575246606]
[2025-06-02 05:11:43,775] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 05:31:03,827] [SEDG] [INFO] Epoch:33 || Train Acc@1  25.21 ( 22.53), Train Cla Loss 4.2657e+02 (4.3038e+02)
[2025-06-02 05:31:12,699] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [25.895767211914062, 23.56134796142578, 21.44408416748047], Val Loss  [2.053042269684981, 2.101069034116664, 2.1266265575582897] || Best Acc@1:24.548
[2025-06-02 05:31:12,700] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [18.838220596313477, 17.77958869934082, 17.399566650390625, 20.086862564086914, 21.49837303161621, 22.3398494720459], Test Loss [2.1726635364445492, 2.1861359335312236, 2.1832892762721556, 2.1569812258990657, 2.1296475011285043, 2.126530352166887]
[2025-06-02 05:31:12,721] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 05:50:25,674] [SEDG] [INFO] Epoch:34 || Train Acc@1  21.88 ( 22.38), Train Cla Loss 4.2280e+02 (4.3236e+02)
[2025-06-02 05:50:34,884] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [25.922910690307617, 23.371335983276367, 21.525516510009766], Val Loss  [2.055046230651657, 2.1030903452770717, 2.127513888604478] || Best Acc@1:24.548
[2025-06-02 05:50:34,885] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [18.59391975402832, 17.372421264648438, 17.399566650390625, 20.141151428222656, 21.63409423828125, 23.452770233154297], Test Loss [2.1726194717208416, 2.1864022517437265, 2.1835239950919383, 2.155381537415694, 2.1282449545223474, 2.1236353192344937]
[2025-06-02 05:50:34,906] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 06:09:53,337] [SEDG] [INFO] Epoch:35 || Train Acc@1  25.42 ( 22.22), Train Cla Loss 4.5969e+02 (4.4081e+02)
[2025-06-02 06:10:02,107] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [25.922910690307617, 23.47991371154785, 21.76981544494629], Val Loss  [2.058463739649869, 2.1058970134499018, 2.1277755137763505] || Best Acc@1:24.548
[2025-06-02 06:10:02,107] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [19.326818466186523, 17.942455291748047, 18.132465362548828, 20.548316955566406, 21.742671966552734, 23.83279037475586], Test Loss [2.170556419447113, 2.1833158230548575, 2.1801056551234343, 2.1529138305676487, 2.1262624232699117, 2.1213031490773253]
[2025-06-02 06:10:02,133] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 06:29:23,603] [SEDG] [INFO] Epoch:36 || Train Acc@1  23.54 ( 22.66), Train Cla Loss 4.2654e+02 (4.2792e+02)
[2025-06-02 06:29:32,881] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [25.678611755371094, 23.69706916809082, 21.688383102416992], Val Loss  [2.057139463455747, 2.1045480846193794, 2.1280890512932396] || Best Acc@1:24.548
[2025-06-02 06:29:32,882] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [19.35396385192871, 18.05103302001953, 17.616722106933594, 20.412595748901367, 21.471227645874023, 22.31270408630371], Test Loss [2.1719825772586785, 2.1850837806925325, 2.1810098758349588, 2.154094350454473, 2.1263425458914296, 2.123251103422929]
[2025-06-02 06:29:32,903] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 06:48:57,918] [SEDG] [INFO] Epoch:37 || Train Acc@1  24.17 ( 22.61), Train Cla Loss 4.2489e+02 (4.2774e+02)
[2025-06-02 06:49:06,425] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [25.597177505493164, 22.991313934326172, 21.172639846801758], Val Loss  [2.0601210873756037, 2.10679854476879, 2.129962909493462] || Best Acc@1:24.548
[2025-06-02 06:49:06,425] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [18.648208618164062, 16.910966873168945, 17.073833465576172, 19.76112937927246, 20.385452270507812, 21.606948852539062], Test Loss [2.173009446078869, 2.18695769558512, 2.182848476819961, 2.155957423902878, 2.1282107496106275, 2.1246443602471863]
[2025-06-02 06:49:06,455] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-02 07:08:29,647] [SEDG] [INFO] Epoch:38 || Train Acc@1  20.00 ( 22.86), Train Cla Loss 4.3562e+02 (4.2633e+02)
[2025-06-02 07:08:38,014] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [26.302932739257812, 23.588491439819336, 21.76981544494629], Val Loss  [2.0573865101469457, 2.1040503947664937, 2.1263780050246646] || Best Acc@1:24.548
[2025-06-02 07:08:38,014] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [18.648208618164062, 17.671010971069336, 17.128122329711914, 20.05971908569336, 21.389795303344727, 22.74701499938965], Test Loss [2.169456643468006, 2.1828723435293194, 2.179218106627076, 2.153122517495668, 2.1266719145572925, 2.1221549347868183]
[2025-06-02 07:08:38,045] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-02 07:28:12,640] [SEDG] [INFO] Epoch:39 || Train Acc@1  25.42 ( 22.36), Train Cla Loss 4.2561e+02 (4.3409e+02)
[2025-06-02 07:28:20,797] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [26.004344940185547, 23.77850341796875, 22.068405151367188], Val Loss  [2.0567205457035027, 2.1040425486984002, 2.126582799594643] || Best Acc@1:24.548
[2025-06-02 07:28:20,797] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [19.435396194458008, 18.702497482299805, 18.05103302001953, 20.439739227294922, 21.471227645874023, 22.66558265686035], Test Loss [2.1689939817310546, 2.1822697487250213, 2.177995809126366, 2.150007348883812, 2.123290541894273, 2.117582581330588]
[2025-06-02 07:28:20,828] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-02 07:47:51,711] [SEDG] [INFO] Epoch:40 || Train Acc@1  23.54 ( 22.48), Train Cla Loss 4.2957e+02 (4.2727e+02)
[2025-06-02 07:48:00,764] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [26.085777282714844, 23.371335983276367, 21.308361053466797], Val Loss  [2.053360532860026, 2.100771594125207, 2.1248702637924044] || Best Acc@1:24.548
[2025-06-02 07:48:00,764] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [18.32247543334961, 16.82953453063965, 16.80238914489746, 19.29967498779297, 20.46688461303711, 21.036916732788086], Test Loss [2.171292313535361, 2.1866241969192455, 2.182020747312117, 2.1568844613500837, 2.127817316241684, 2.1267747646045994]
[2025-06-02 07:48:00,804] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-02 08:07:16,891] [SEDG] [INFO] Epoch:41 || Train Acc@1  21.46 ( 22.40), Train Cla Loss 4.1716e+02 (4.2803e+02)
[2025-06-02 08:07:26,104] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [25.787189483642578, 23.91422462463379, 22.475570678710938], Val Loss  [2.0552674295071283, 2.1028037443999748, 2.12582810693921] || Best Acc@1:24.548
[2025-06-02 08:07:26,104] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [18.702497482299805, 17.725299835205078, 17.29098892211914, 19.896852493286133, 20.901195526123047, 22.71986961364746], Test Loss [2.1706762313842773, 2.184348407708084, 2.1809959038849374, 2.154925820105239, 2.12809401692319, 2.1225462907300323]
[2025-06-02 08:07:26,136] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-02 08:26:41,928] [SEDG] [INFO] Epoch:42 || Train Acc@1  21.46 ( 22.21), Train Cla Loss 4.2696e+02 (4.3541e+02)
[2025-06-02 08:26:50,840] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [25.895767211914062, 23.642780303955078, 21.742671966552734], Val Loss  [2.0562501310913883, 2.1032379139518116, 2.1263309938511554] || Best Acc@1:24.548
[2025-06-02 08:26:50,841] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [18.919652938842773, 17.50814437866211, 17.50814437866211, 19.652551651000977, 20.901195526123047, 22.231271743774414], Test Loss [2.170240556766622, 2.184229900471939, 2.180446365368871, 2.1542137966093877, 2.1274898603607078, 2.1233886445384074]
[2025-06-02 08:26:50,884] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-02 08:46:08,678] [SEDG] [INFO] Epoch:43 || Train Acc@1  22.50 ( 22.41), Train Cla Loss 4.3360e+02 (4.3632e+02)
[2025-06-02 08:46:17,533] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [26.221498489379883, 23.642780303955078, 21.932682037353516], Val Loss  [2.0558036429874282, 2.102046495928438, 2.1243716738511376] || Best Acc@1:24.548
[2025-06-02 08:46:17,533] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [19.16395378112793, 17.752443313598633, 17.453855514526367, 19.272531509399414, 20.358306884765625, 22.25841522216797], Test Loss [2.1674365298367477, 2.182221925996414, 2.1785613100381163, 2.1528396598679236, 2.1265219461646065, 2.1234762583182767]
[2025-06-02 08:46:17,569] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-02 09:05:30,071] [SEDG] [INFO] Epoch:44 || Train Acc@1  26.88 ( 22.68), Train Cla Loss 4.2262e+02 (4.3747e+02)
[2025-06-02 09:05:39,344] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [25.922910690307617, 23.045602798461914, 21.199783325195312], Val Loss  [2.0539837147591555, 2.099751811850731, 2.1235677737754797] || Best Acc@1:24.548
[2025-06-02 09:05:39,344] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [18.539630889892578, 17.345277786254883, 17.100976943969727, 19.679697036743164, 21.14549446105957, 21.661237716674805], Test Loss [2.168073339648666, 2.1827267955879437, 2.179101130861413, 2.154160660330558, 2.1264970426839027, 2.126395540051041]
[2025-06-02 09:05:39,368] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-02 09:25:01,133] [SEDG] [INFO] Epoch:45 || Train Acc@1  26.46 ( 22.48), Train Cla Loss 4.1643e+02 (4.3080e+02)
[2025-06-02 09:25:10,056] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [25.62432289123535, 22.66558265686035, 20.711183547973633], Val Loss  [2.05510063396603, 2.1019974049993757, 2.125843910130305] || Best Acc@1:24.548
[2025-06-02 09:25:10,057] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [17.182411193847656, 16.205211639404297, 16.25950050354004, 17.861021041870117, 19.598262786865234, 20.276874542236328], Test Loss [2.17171629554674, 2.186063134320784, 2.1817136261284547, 2.158555840824637, 2.130166555460579, 2.128306393514627]
[2025-06-02 09:25:10,089] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-02 09:44:21,426] [SEDG] [INFO] Epoch:46 || Train Acc@1  21.88 ( 22.23), Train Cla Loss 4.1576e+02 (4.3667e+02)
[2025-06-02 09:44:30,469] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [25.57003402709961, 22.774158477783203, 21.41693878173828], Val Loss  [2.0537102758301975, 2.1011004121761756, 2.1253311525338634] || Best Acc@1:24.548
[2025-06-02 09:44:30,469] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [18.213897705078125, 17.128122329711914, 16.856678009033203, 19.136808395385742, 20.629751205444336, 22.285560607910156], Test Loss [2.1720535832818246, 2.186687217861511, 2.18353674543797, 2.1576534606734783, 2.1292926799202587, 2.124388656709404]
[2025-06-02 09:44:30,506] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-02 10:03:43,347] [SEDG] [INFO] Epoch:47 || Train Acc@1  18.96 ( 22.44), Train Cla Loss 4.2933e+02 (4.4040e+02)
[2025-06-02 10:03:52,420] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [26.140066146850586, 23.398481369018555, 21.606948852539062], Val Loss  [2.055315344652058, 2.1023213416823348, 2.1249764136460394] || Best Acc@1:24.548
[2025-06-02 10:03:52,421] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [19.29967498779297, 18.241043090820312, 17.535287857055664, 19.679697036743164, 20.765472412109375, 22.231271743774414], Test Loss [2.1688454718077224, 2.1826225429870405, 2.1793355126334326, 2.1531426650305137, 2.126135667682859, 2.121276052456337]
[2025-06-02 10:03:52,455] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-02 10:21:22,723] [SEDG] [INFO] Epoch:48 || Train Acc@1  21.46 ( 22.54), Train Cla Loss 4.7687e+02 (4.3056e+02)
[2025-06-02 10:21:27,634] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [26.24864387512207, 23.47991371154785, 21.986970901489258], Val Loss  [2.0552158437256702, 2.101147064556905, 2.124382973493893] || Best Acc@1:24.548
[2025-06-02 10:21:27,634] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [19.435396194458008, 18.078176498413086, 18.18675422668457, 20.60260581970215, 21.281217575073242, 21.63409423828125], Test Loss [2.1671427119438347, 2.1815028307103956, 2.1770467408705225, 2.1506461421519227, 2.1246532322141167, 2.1218604187235384]
[2025-06-02 10:21:27,666] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-02 10:31:52,704] [SEDG] [INFO] Epoch:49 || Train Acc@1  23.75 ( 22.48), Train Cla Loss 4.2200e+02 (4.3338e+02)
[2025-06-02 10:31:56,979] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [25.434310913085938, 22.93702507019043, 21.44408416748047], Val Loss  [2.0569242204051066, 2.1019168443710874, 2.126302332365552] || Best Acc@1:24.548
[2025-06-02 10:31:56,979] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [18.159608840942383, 17.589576721191406, 17.29098892211914, 20.24972915649414, 21.254072189331055, 21.335506439208984], Test Loss [2.1702786369510116, 2.182423099244456, 2.1767519475582757, 2.1497918619783385, 2.1224738107053773, 2.120332227856018]
