[2025-06-02 00:38:09,881] [SEDG] [INFO] 
[2025-06-02 00:38:09,882] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-06-02 00:40:17,888] [SEDG] [INFO] Epoch:0 || Train Acc@1  93.33 ( 83.20), Train Cla Loss 2.9181e+01 (1.4350e+02)
[2025-06-02 00:40:18,350] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [99.0, 99.0, 97.0, 95.0, 87.0], Val Loss  [0.07670649699866772, 0.08510187268257141, 0.12178109213709831, 0.1357833743095398, 0.2582504078745842] || Best Acc@1:95.400
[2025-06-02 00:40:18,351] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [85.0, 78.0, 69.0, 76.0, 72.0, 79.0, 86.0, 89.0, 91.0, 98.0], Test Loss [0.3114943206310272, 0.5168992280960083, 0.6557163298130035, 0.5852371752262115, 0.5235216319561005, 0.5134800374507904, 0.3068167567253113, 0.18497419357299805, 0.17993465065956116, 0.12081517279148102]
[2025-06-02 00:40:18,384] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-06-02 00:42:23,679] [SEDG] [INFO] Epoch:1 || Train Acc@1  94.72 ( 95.17), Train Cla Loss 2.5434e+01 (2.3101e+01)
[2025-06-02 00:42:24,034] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [98.0, 99.0, 99.0, 96.0, 100.0], Val Loss  [0.054589446634054184, 0.05577045679092407, 0.07516337186098099, 0.07253655046224594, 0.0836065374314785] || Best Acc@1:98.400
[2025-06-02 00:42:24,035] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [96.0, 96.0, 92.0, 97.0, 89.0, 83.0, 71.0, 56.0, 64.0, 51.0], Test Loss [0.10120965540409088, 0.11627359688282013, 0.15205582231283188, 0.08012551441788673, 0.19882488623261452, 0.452261820435524, 0.9043140709400177, 1.3360224962234497, 1.1369245648384094, 1.8328250050544739]
[2025-06-02 00:42:24,063] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-06-02 00:44:41,827] [SEDG] [INFO] Epoch:2 || Train Acc@1  96.67 ( 96.61), Train Cla Loss 1.6630e+01 (1.6511e+01)
[2025-06-02 00:44:42,209] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [92.0, 93.0, 91.0, 92.0, 84.0], Val Loss  [0.11796584352850914, 0.1448826715350151, 0.18037225306034088, 0.18284229189157486, 0.2665862441062927] || Best Acc@1:98.400
[2025-06-02 00:44:42,209] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [82.0, 81.0, 77.0, 85.0, 76.0, 77.0, 60.0, 51.0, 57.0, 44.0], Test Loss [0.42247581481933594, 0.5251872837543488, 0.7167070508003235, 0.3993779718875885, 0.7604137659072876, 1.1959299147129059, 2.0813554525375366, 2.910364270210266, 2.3677018880844116, 3.3502036333084106]
[2025-06-02 00:44:42,226] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-06-02 00:48:09,015] [SEDG] [INFO] Epoch:3 || Train Acc@1  97.78 ( 97.21), Train Cla Loss 1.0645e+01 (1.3803e+01)
[2025-06-02 00:48:09,446] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [91.0, 90.0, 86.0, 88.0, 82.0], Val Loss  [0.14082146808505058, 0.1921563297510147, 0.33821556717157364, 0.324968159198761, 0.5825951844453812] || Best Acc@1:98.400
[2025-06-02 00:48:09,447] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [75.0, 74.0, 73.0, 71.0, 72.0, 65.0, 49.0, 47.0, 55.0, 44.0], Test Loss [0.8959107398986816, 1.0902884602546692, 1.4432594776153564, 0.9754965305328369, 1.5553657412528992, 2.157075881958008, 3.4993858337402344, 4.493156433105469, 3.5549007654190063, 4.702434539794922]
[2025-06-02 00:48:09,471] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-06-02 00:51:41,960] [SEDG] [INFO] Epoch:4 || Train Acc@1  98.33 ( 97.54), Train Cla Loss 8.5484e+00 (1.1900e+01)
[2025-06-02 00:51:42,441] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [94.0, 93.0, 86.0, 89.0, 82.0], Val Loss  [0.11238614469766617, 0.1606236845254898, 0.3511994183063507, 0.3333771824836731, 0.6953784674406052] || Best Acc@1:98.400
[2025-06-02 00:51:42,441] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [75.0, 72.0, 71.0, 67.0, 70.0, 61.0, 49.0, 46.0, 55.0, 44.0], Test Loss [1.122452735900879, 1.390645682811737, 1.8413593173027039, 1.3813435435295105, 2.057150185108185, 2.861208438873291, 4.579843521118164, 5.749627113342285, 4.55618953704834, 5.9388580322265625]
[2025-06-02 00:51:42,458] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-06-02 00:55:21,488] [SEDG] [INFO] Epoch:5 || Train Acc@1  98.61 ( 97.58), Train Cla Loss 6.0626e+00 (1.1895e+01)
[2025-06-02 00:55:21,953] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [95.0, 95.0, 86.0, 91.0, 83.0], Val Loss  [0.0802873745560646, 0.11993664503097534, 0.3176925554871559, 0.3204711265861988, 0.7613356411457062] || Best Acc@1:98.400
[2025-06-02 00:55:21,953] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [74.0, 72.0, 66.0, 62.0, 64.0, 55.0, 46.0, 45.0, 55.0, 44.0], Test Loss [1.3301626443862915, 1.701830506324768, 2.269903779029846, 1.8958125114440918, 2.672231674194336, 3.737003207206726, 5.81713080406189, 7.155597925186157, 5.751185178756714, 7.499140501022339]
[2025-06-02 00:55:21,974] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-06-02 00:58:57,950] [SEDG] [INFO] Epoch:6 || Train Acc@1  98.06 ( 97.93), Train Cla Loss 7.4198e+00 (1.0488e+01)
[2025-06-02 00:58:58,386] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [96.0, 95.0, 90.0, 91.0, 83.0], Val Loss  [0.07526789419353008, 0.10440675541758537, 0.22303162515163422, 0.24749937653541565, 0.6266940981149673] || Best Acc@1:98.400
[2025-06-02 00:58:58,386] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [76.0, 73.0, 71.0, 64.0, 66.0, 56.0, 47.0, 45.0, 55.0, 44.0], Test Loss [1.181401252746582, 1.5579186975955963, 2.1602609157562256, 1.7456750869750977, 2.6304880380630493, 3.7662423849105835, 6.007958650588989, 7.589872598648071, 6.1634862422943115, 8.128661870956421]
[2025-06-02 00:58:58,418] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-06-02 01:02:29,961] [SEDG] [INFO] Epoch:7 || Train Acc@1  96.39 ( 98.09), Train Cla Loss 1.8872e+01 (9.5976e+00)
[2025-06-02 01:02:30,469] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [98.0, 98.0, 96.0, 93.0, 85.0], Val Loss  [0.04570811241865158, 0.057601623237133026, 0.14725878462195396, 0.18536162376403809, 0.5630160570144653] || Best Acc@1:98.400
[2025-06-02 01:02:30,469] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [77.0, 73.0, 71.0, 63.0, 66.0, 56.0, 46.0, 45.0, 55.0, 44.0], Test Loss [1.1816896200180054, 1.6358294486999512, 2.3020192980766296, 1.8965191841125488, 2.8793145418167114, 4.13770055770874, 6.587118864059448, 8.32876467704773, 6.78823447227478, 8.948346138000488]
[2025-06-02 01:02:30,485] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-06-02 01:06:03,118] [SEDG] [INFO] Epoch:8 || Train Acc@1  99.17 ( 98.25), Train Cla Loss 4.0427e+00 (8.7275e+00)
[2025-06-02 01:06:03,622] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [98.0, 96.0, 92.0, 92.0, 84.0], Val Loss  [0.04772765375673771, 0.07557088229805231, 0.185007993131876, 0.23053036630153656, 0.6867841631174088] || Best Acc@1:98.400
[2025-06-02 01:06:03,622] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [76.0, 72.0, 66.0, 62.0, 63.0, 52.0, 43.0, 45.0, 55.0, 44.0], Test Loss [1.4372846484184265, 1.981402575969696, 2.7442907094955444, 2.3930604457855225, 3.4515745639801025, 4.907633662223816, 7.5966691970825195, 9.431199312210083, 7.6553144454956055, 9.953027248382568]
[2025-06-02 01:06:03,638] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-06-02 01:09:36,893] [SEDG] [INFO] Epoch:9 || Train Acc@1  99.17 ( 98.18), Train Cla Loss 4.9790e+00 (9.4902e+00)
[2025-06-02 01:09:37,375] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [89.0, 88.0, 85.0, 86.0, 78.0], Val Loss  [0.3198601081967354, 0.3921969085931778, 0.69556924700737, 0.700544685125351, 1.4851976037025452] || Best Acc@1:98.400
[2025-06-02 01:09:37,375] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [66.0, 60.0, 60.0, 51.0, 57.0, 50.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.61910617351532, 3.4389445781707764, 4.362409353256226, 4.310824394226074, 5.288974761962891, 6.985555648803711, 9.98354721069336, 11.44513988494873, 9.297228813171387, 11.906984806060791]
[2025-06-02 01:09:37,393] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-06-02 01:13:24,056] [SEDG] [INFO] Epoch:10 || Train Acc@1  99.17 ( 98.23), Train Cla Loss 4.5319e+00 (9.0884e+00)
[2025-06-02 01:13:24,572] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [98.0, 98.0, 91.0, 90.0, 83.0], Val Loss  [0.0460384045727551, 0.08267098292708397, 0.26784298568964005, 0.33518241345882416, 1.003200501203537] || Best Acc@1:98.400
[2025-06-02 01:13:24,573] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [74.0, 67.0, 62.0, 55.0, 58.0, 50.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.0563515424728394, 2.8638100624084473, 3.9187201261520386, 3.8979549407958984, 5.227787256240845, 7.1934263706207275, 10.524848937988281, 12.122214794158936, 9.92315149307251, 12.783209323883057]
[2025-06-02 01:13:24,601] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-06-02 01:17:11,561] [SEDG] [INFO] Epoch:11 || Train Acc@1  98.06 ( 98.38), Train Cla Loss 7.5035e+00 (8.3449e+00)
[2025-06-02 01:17:12,054] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [98.0, 98.0, 92.0, 92.0, 83.0], Val Loss  [0.04993615858256817, 0.06932350620627403, 0.21958419680595398, 0.29008374363183975, 0.9586362093687057] || Best Acc@1:98.400
[2025-06-02 01:17:12,054] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [74.0, 70.0, 63.0, 57.0, 58.0, 50.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.0400192737579346, 2.8881478309631348, 4.0024518966674805, 3.9653595685958862, 5.45126748085022, 7.575467348098755, 11.143707275390625, 12.762065887451172, 10.480030059814453, 13.568681716918945]
[2025-06-02 01:17:12,075] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-06-02 01:20:55,615] [SEDG] [INFO] Epoch:12 || Train Acc@1  96.39 ( 98.18), Train Cla Loss 2.3461e+01 (9.3975e+00)
[2025-06-02 01:20:56,120] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [90.0, 89.0, 84.0, 86.0, 76.0], Val Loss  [0.2706778645515442, 0.3872827738523483, 0.888934463262558, 0.9113505780696869, 2.0972399711608887] || Best Acc@1:98.400
[2025-06-02 01:20:56,120] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [64.0, 57.0, 58.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.7611656188964844, 5.060718059539795, 6.292865753173828, 6.995832920074463, 8.006974935531616, 10.43641996383667, 14.150129318237305, 15.191547393798828, 12.471264839172363, 15.949199676513672]
[2025-06-02 01:20:56,136] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-06-02 01:24:51,185] [SEDG] [INFO] Epoch:13 || Train Acc@1  97.50 ( 98.33), Train Cla Loss 9.4483e+00 (8.7759e+00)
[2025-06-02 01:24:51,675] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [94.0, 90.0, 86.0, 86.0, 77.0], Val Loss  [0.16086173057556152, 0.25005288422107697, 0.6945517063140869, 0.7459770739078522, 1.8808051347732544] || Best Acc@1:98.400
[2025-06-02 01:24:51,675] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [65.0, 59.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.527010202407837, 4.855870246887207, 6.15208101272583, 6.820932388305664, 8.112101793289185, 10.746256351470947, 14.690122604370117, 15.806621551513672, 13.010746479034424, 16.67405891418457]
[2025-06-02 01:24:51,711] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-06-02 01:28:40,763] [SEDG] [INFO] Epoch:14 || Train Acc@1  98.89 ( 98.38), Train Cla Loss 6.8758e+00 (8.6016e+00)
[2025-06-02 01:28:41,314] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [90.0, 88.0, 84.0, 84.0, 72.0], Val Loss  [0.29924826323986053, 0.4457680583000183, 1.058070957660675, 1.0829866826534271, 2.4949907064437866] || Best Acc@1:98.400
[2025-06-02 01:28:41,314] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [60.0, 57.0, 53.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.440433502197266, 5.897936105728149, 7.209684371948242, 8.21912670135498, 9.188634872436523, 11.941815376281738, 15.92741584777832, 16.900696754455566, 13.914958477020264, 17.81767749786377]
[2025-06-02 01:28:41,342] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-06-02 01:32:29,989] [SEDG] [INFO] Epoch:15 || Train Acc@1  98.61 ( 98.23), Train Cla Loss 6.3666e+00 (9.5903e+00)
[2025-06-02 01:32:30,434] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [97.0, 98.0, 96.0, 95.0, 87.0], Val Loss  [0.08975339215248823, 0.0292523093521595, 0.0875623170286417, 0.13273883424699306, 0.7278293371200562] || Best Acc@1:98.400
[2025-06-02 01:32:30,434] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [76.0, 71.0, 65.0, 57.0, 58.0, 50.0, 42.0, 45.0, 55.0, 44.0], Test Loss [1.8507503271102905, 2.856739044189453, 4.17630672454834, 4.317745208740234, 6.5039403438568115, 9.379137992858887, 13.91645622253418, 15.790548324584961, 13.101320743560791, 16.998234272003174]
[2025-06-02 01:32:30,466] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-06-02 01:36:18,368] [SEDG] [INFO] Epoch:16 || Train Acc@1  98.33 ( 98.29), Train Cla Loss 8.0082e+00 (9.0416e+00)
[2025-06-02 01:36:19,049] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [95.0, 95.0, 86.0, 88.0, 80.0], Val Loss  [0.08250418305397034, 0.14227886870503426, 0.46427159011363983, 0.5451235771179199, 1.5927677750587463] || Best Acc@1:98.400
[2025-06-02 01:36:19,049] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [68.0, 60.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.157565951347351, 4.414798140525818, 5.818164110183716, 6.379857063293457, 8.179498672485352, 11.154216289520264, 15.625411033630371, 17.063610076904297, 14.133904933929443, 18.208407402038574]
[2025-06-02 01:36:19,067] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-06-02 01:40:00,802] [SEDG] [INFO] Epoch:17 || Train Acc@1  96.67 ( 98.41), Train Cla Loss 2.4206e+01 (8.2957e+00)
[2025-06-02 01:40:01,413] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [95.0, 94.0, 86.0, 88.0, 79.0], Val Loss  [0.11506244912743568, 0.1853581815958023, 0.5306169986724854, 0.6143912225961685, 1.7040119767189026] || Best Acc@1:98.400
[2025-06-02 01:40:01,413] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [68.0, 60.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.3228152990341187, 4.57952606678009, 5.988805532455444, 6.527099609375, 8.413993835449219, 11.551424026489258, 16.240478038787842, 17.778632164001465, 14.750415802001953, 19.00015640258789]
[2025-06-02 01:40:01,431] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-06-02 01:43:50,859] [SEDG] [INFO] Epoch:18 || Train Acc@1  98.61 ( 98.32), Train Cla Loss 8.1713e+00 (8.9581e+00)
[2025-06-02 01:43:51,328] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [91.0, 90.0, 86.0, 87.0, 78.0], Val Loss  [0.21813325583934784, 0.2981106638908386, 0.7026622593402863, 0.7806742191314697, 1.9733954071998596] || Best Acc@1:98.400
[2025-06-02 01:43:51,328] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [66.0, 59.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.7463135719299316, 5.090275764465332, 6.515324115753174, 7.177070617675781, 9.040567874908447, 12.366769313812256, 17.26194715499878, 18.77942657470703, 15.55988597869873, 20.031030654907227]
[2025-06-02 01:43:51,362] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-06-02 01:47:41,149] [SEDG] [INFO] Epoch:19 || Train Acc@1  99.44 ( 98.53), Train Cla Loss 2.5553e+00 (7.4328e+00)
[2025-06-02 01:47:41,774] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [91.0, 90.0, 84.0, 86.0, 77.0], Val Loss  [0.25929518043994904, 0.3808524161577225, 0.9334020167589188, 0.9982114732265472, 2.4021178483963013] || Best Acc@1:98.400
[2025-06-02 01:47:41,774] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [64.0, 58.0, 59.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.433189392089844, 5.934180498123169, 7.374034643173218, 8.385195255279541, 10.06805419921875, 13.606285095214844, 18.575193405151367, 19.940165519714355, 16.494569778442383, 21.203919410705566]
[2025-06-02 01:47:41,802] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-06-02 01:51:34,768] [SEDG] [INFO] Epoch:20 || Train Acc@1  99.17 ( 98.43), Train Cla Loss 3.1061e+00 (8.6538e+00)
[2025-06-02 01:51:35,357] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [94.0, 90.0, 84.0, 86.0, 76.0], Val Loss  [0.19837048277258873, 0.31579022854566574, 0.9424424767494202, 1.0312608480453491, 2.5757172107696533] || Best Acc@1:98.400
[2025-06-02 01:51:35,358] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [62.0, 57.0, 56.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.7998268604278564, 6.4760472774505615, 7.988588571548462, 9.2990083694458, 10.757917404174805, 14.360044956207275, 19.376215934753418, 20.740031242370605, 17.201913833618164, 22.185100555419922]
[2025-06-02 01:51:35,387] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-06-02 01:55:23,419] [SEDG] [INFO] Epoch:21 || Train Acc@1  98.89 ( 98.53), Train Cla Loss 6.6978e+00 (7.5696e+00)
[2025-06-02 01:55:24,080] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [94.0, 90.0, 84.0, 86.0, 76.0], Val Loss  [0.20707359910011292, 0.32857993245124817, 0.9334418773651123, 1.0276582539081573, 2.5761178135871887] || Best Acc@1:98.400
[2025-06-02 01:55:24,080] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [62.0, 57.0, 56.0, 46.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [4.842885971069336, 6.5749030113220215, 8.158893823623657, 9.508142709732056, 11.07857084274292, 14.812301635742188, 20.081284523010254, 21.518218994140625, 17.88675308227539, 23.118499755859375]
[2025-06-02 01:55:24,109] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-06-02 01:59:08,985] [SEDG] [INFO] Epoch:22 || Train Acc@1  98.61 ( 98.42), Train Cla Loss 5.7568e+00 (8.2609e+00)
[2025-06-02 01:59:09,487] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [99.0, 98.0, 93.0, 92.0, 82.0], Val Loss  [0.039739640429615974, 0.06263819243758917, 0.27462854981422424, 0.3805289324373007, 1.3864836990833282] || Best Acc@1:98.400
[2025-06-02 01:59:09,487] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [74.0, 64.0, 61.0, 50.0, 56.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [2.994653582572937, 4.254049897193909, 5.833643913269043, 6.262298822402954, 8.669530153274536, 12.395631790161133, 18.066702842712402, 20.456645011901855, 17.216062545776367, 22.437034606933594]
[2025-06-02 01:59:09,504] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-06-02 02:02:59,475] [SEDG] [INFO] Epoch:23 || Train Acc@1  97.22 ( 98.41), Train Cla Loss 1.1985e+01 (8.4698e+00)
[2025-06-02 02:03:00,125] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [95.0, 95.0, 87.0, 88.0, 80.0], Val Loss  [0.08202199265360832, 0.1507098227739334, 0.5403707027435303, 0.6515517830848694, 1.876583218574524] || Best Acc@1:98.400
[2025-06-02 02:03:00,125] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [68.0, 60.0, 60.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [3.7448452711105347, 5.19399094581604, 6.7922139167785645, 7.437847375869751, 9.682812213897705, 13.577966690063477, 19.411831855773926, 21.636491775512695, 18.166159629821777, 23.642830848693848]
[2025-06-02 02:03:00,146] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-06-02 02:06:47,601] [SEDG] [INFO] Epoch:24 || Train Acc@1  98.89 ( 98.46), Train Cla Loss 4.1037e+00 (8.5142e+00)
[2025-06-02 02:06:48,215] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [95.0, 90.0, 84.0, 86.0, 73.0], Val Loss  [0.21036255359649658, 0.34446752071380615, 1.042719155550003, 1.1317944824695587, 2.832266688346863] || Best Acc@1:98.400
[2025-06-02 02:06:48,215] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [61.0, 57.0, 55.0, 45.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.244541645050049, 7.039569616317749, 8.608080625534058, 10.034071445465088, 11.580361366271973, 15.579259872436523, 21.205080032348633, 22.917502403259277, 19.180400848388672, 24.888800621032715]
[2025-06-02 02:06:48,250] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-06-02 02:10:35,691] [SEDG] [INFO] Epoch:25 || Train Acc@1  98.61 ( 98.39), Train Cla Loss 5.6050e+00 (9.0606e+00)
[2025-06-02 02:10:36,165] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [94.0, 94.0, 86.0, 87.0, 77.0], Val Loss  [0.11876609176397324, 0.21583909913897514, 0.8403230011463165, 0.9644453525543213, 2.6017061471939087] || Best Acc@1:98.400
[2025-06-02 02:10:36,165] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [64.0, 57.0, 59.0, 47.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [5.0079169273376465, 6.797427177429199, 8.416298151016235, 9.723583221435547, 11.535608291625977, 15.755317687988281, 21.65291690826416, 23.609456062316895, 19.77394199371338, 25.679927825927734]
[2025-06-02 02:10:36,183] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-06-02 02:14:21,745] [SEDG] [INFO] Epoch:26 || Train Acc@1 100.00 ( 98.40), Train Cla Loss 1.2902e+00 (8.3037e+00)
[2025-06-02 02:14:22,215] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [94.0, 90.0, 84.0, 85.0, 72.0], Val Loss  [0.1924765706062317, 0.33172784745693207, 1.1970829367637634, 1.3123053312301636, 3.3666415214538574] || Best Acc@1:98.400
[2025-06-02 02:14:22,215] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [57.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.182870626449585, 8.223870992660522, 9.85642671585083, 11.801045894622803, 12.988880634307861, 17.25839138031006, 22.970479011535645, 24.564515113830566, 20.567689895629883, 26.682485580444336]
[2025-06-02 02:14:22,240] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-06-02 02:18:03,486] [SEDG] [INFO] Epoch:27 || Train Acc@1  98.89 ( 98.52), Train Cla Loss 4.5868e+00 (8.0964e+00)
[2025-06-02 02:18:03,990] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [94.0, 90.0, 84.0, 84.0, 69.0], Val Loss  [0.19693922996520996, 0.33628441393375397, 1.3018556237220764, 1.4235859513282776, 3.6801477670669556] || Best Acc@1:98.400
[2025-06-02 02:18:03,990] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [57.0, 53.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.7157793045043945, 8.909289360046387, 10.659549713134766, 13.005446910858154, 13.93388319015503, 18.359291553497314, 24.14527988433838, 25.660888671875, 21.481285572052002, 27.838082313537598]
[2025-06-02 02:18:04,007] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-06-02 02:21:50,100] [SEDG] [INFO] Epoch:28 || Train Acc@1  98.89 ( 98.46), Train Cla Loss 5.0953e+00 (8.6557e+00)
[2025-06-02 02:21:50,639] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [94.0, 92.0, 85.0, 85.0, 72.0], Val Loss  [0.1538970246911049, 0.2743366062641144, 1.1888374388217926, 1.3213917911052704, 3.497223138809204] || Best Acc@1:98.400
[2025-06-02 02:21:50,639] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [57.0, 54.0, 53.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [6.479351282119751, 8.659528255462646, 10.386445045471191, 12.572279930114746, 13.72515058517456, 18.242612838745117, 24.160812377929688, 25.810019493103027, 21.651777267456055, 28.130014419555664]
[2025-06-02 02:21:50,674] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-06-02 02:25:36,245] [SEDG] [INFO] Epoch:29 || Train Acc@1  98.33 ( 98.54), Train Cla Loss 9.3100e+00 (7.9444e+00)
[2025-06-02 02:25:36,697] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [94.0, 92.0, 83.0, 81.0, 66.0], Val Loss  [0.20074768364429474, 0.34233440831303596, 1.4905179142951965, 1.6566924452781677, 4.251816034317017] || Best Acc@1:98.400
[2025-06-02 02:25:36,697] [SEDG] [INFO] Epoch:29 || 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 [7.693213701248169, 10.001867055892944, 11.862308025360107, 14.593775272369385, 15.1878023147583, 19.81306552886963, 25.738850593566895, 27.20032787322998, 22.796348571777344, 29.56105899810791]
[2025-06-02 02:25:36,716] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-06-02 02:29:18,828] [SEDG] [INFO] Epoch:30 || Train Acc@1  99.17 ( 98.68), Train Cla Loss 3.2749e+00 (6.8690e+00)
[2025-06-02 02:29:19,417] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [94.0, 93.0, 84.0, 81.0, 66.0], Val Loss  [0.19870498776435852, 0.3445185050368309, 1.4953121542930603, 1.645958662033081, 4.279436707496643] || Best Acc@1:98.400
[2025-06-02 02:29:19,417] [SEDG] [INFO] Epoch:30 || 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 [7.762379884719849, 10.104736804962158, 11.967565059661865, 14.690178871154785, 15.327168941497803, 20.044649124145508, 26.057183265686035, 27.53255271911621, 23.075818061828613, 29.954508781433105]
[2025-06-02 02:29:19,435] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-06-02 02:33:01,235] [SEDG] [INFO] Epoch:31 || Train Acc@1  98.89 ( 98.62), Train Cla Loss 6.5907e+00 (7.2983e+00)
[2025-06-02 02:33:01,717] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [94.0, 88.0, 82.0, 81.0, 66.0], Val Loss  [0.26724766194820404, 0.49462640285491943, 1.7762556076049805, 1.9492664337158203, 4.8165342807769775] || Best Acc@1:98.400
[2025-06-02 02:33:01,717] [SEDG] [INFO] Epoch:31 || 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 [8.530561447143555, 10.833254337310791, 12.686415195465088, 15.520999908447266, 15.927020072937012, 20.64751625061035, 26.675670623779297, 28.094545364379883, 23.507160186767578, 30.46315860748291]
[2025-06-02 02:33:01,734] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-06-02 02:36:43,442] [SEDG] [INFO] Epoch:32 || Train Acc@1  97.22 ( 98.48), Train Cla Loss 1.5869e+01 (7.8418e+00)
[2025-06-02 02:36:43,873] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [95.0, 95.0, 86.0, 82.0, 68.0], Val Loss  [0.14927402138710022, 0.2590572461485863, 1.3931250423192978, 1.5589304566383362, 4.230642795562744] || Best Acc@1:98.400
[2025-06-02 02:36:43,873] [SEDG] [INFO] Epoch:32 || 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 [7.817277669906616, 10.29133653640747, 12.26587200164795, 15.166316032409668, 15.797284603118896, 20.66844940185547, 26.806013107299805, 28.277838706970215, 23.716365814208984, 30.798179626464844]
[2025-06-02 02:36:43,908] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-06-02 02:40:31,075] [SEDG] [INFO] Epoch:33 || Train Acc@1  98.61 ( 98.43), Train Cla Loss 5.9666e+00 (8.5618e+00)
[2025-06-02 02:40:31,556] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [95.0, 88.0, 81.0, 79.0, 64.0], Val Loss  [0.33271029591560364, 0.6429748237133026, 2.171881377696991, 2.4251863956451416, 5.744187593460083] || Best Acc@1:98.400
[2025-06-02 02:40:31,556] [SEDG] [INFO] Epoch:33 || 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 [10.005273580551147, 12.369343757629395, 14.311392784118652, 17.542489051818848, 17.47087287902832, 22.309760093688965, 28.451068878173828, 29.71868324279785, 24.858427047729492, 32.13647174835205]
[2025-06-02 02:40:31,579] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-06-02 02:44:20,840] [SEDG] [INFO] Epoch:34 || Train Acc@1  98.06 ( 98.65), Train Cla Loss 1.1424e+01 (7.1268e+00)
[2025-06-02 02:44:21,345] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [94.0, 90.0, 82.0, 81.0, 66.0], Val Loss  [0.2328653186559677, 0.4309582784771919, 1.8770695924758911, 2.127259075641632, 5.348929405212402] || Best Acc@1:98.400
[2025-06-02 02:44:21,345] [SEDG] [INFO] Epoch:34 || 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 [9.594848155975342, 12.118995189666748, 14.187556266784668, 17.483760833740234, 17.594029426574707, 22.58357048034668, 28.931737899780273, 30.345977783203125, 25.423423767089844, 32.90815448760986]
[2025-06-02 02:44:21,363] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-06-02 02:48:07,110] [SEDG] [INFO] Epoch:35 || Train Acc@1  99.44 ( 98.63), Train Cla Loss 3.2344e+00 (7.2023e+00)
[2025-06-02 02:48:07,534] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [94.0, 91.0, 82.0, 81.0, 66.0], Val Loss  [0.24286240339279175, 0.45240920782089233, 1.9374489188194275, 2.186039447784424, 5.428325533866882] || Best Acc@1:98.400
[2025-06-02 02:48:07,534] [SEDG] [INFO] Epoch:35 || 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 [9.670992374420166, 12.210476398468018, 14.301136493682861, 17.708038330078125, 17.74281597137451, 22.733790397644043, 29.05323314666748, 30.450706481933594, 25.547982215881348, 33.13007736206055]
[2025-06-02 02:48:07,563] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-06-02 02:51:57,816] [SEDG] [INFO] Epoch:36 || Train Acc@1  98.89 ( 98.69), Train Cla Loss 4.9293e+00 (6.8273e+00)
[2025-06-02 02:51:58,337] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [94.0, 88.0, 82.0, 79.0, 64.0], Val Loss  [0.2966449335217476, 0.5645512845367193, 2.1319169402122498, 2.402841567993164, 5.815172433853149] || Best Acc@1:98.400
[2025-06-02 02:51:58,337] [SEDG] [INFO] Epoch:36 || 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 [10.253272533416748, 12.806414604187012, 14.919198036193848, 18.443095207214355, 18.35659694671631, 23.47102928161621, 29.954425811767578, 31.379878044128418, 26.351515769958496, 34.15354537963867]
[2025-06-02 02:51:58,367] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-06-02 02:55:41,424] [SEDG] [INFO] Epoch:37 || Train Acc@1  98.61 ( 98.55), Train Cla Loss 8.9374e+00 (7.6038e+00)
[2025-06-02 02:55:41,883] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [87.0, 84.0, 76.0, 71.0, 53.0], Val Loss  [0.919089674949646, 1.4678453207015991, 3.7751306295394897, 4.311533212661743, 8.87097978591919] || Best Acc@1:98.400
[2025-06-02 02:55:41,883] [SEDG] [INFO] Epoch:37 || 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 [14.006545066833496, 16.21996784210205, 18.043472290039062, 22.063578605651855, 20.883634567260742, 26.119556427001953, 32.68411922454834, 33.70703601837158, 28.1340970993042, 36.17331886291504]
[2025-06-02 02:55:41,901] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-06-02 02:59:29,469] [SEDG] [INFO] Epoch:38 || Train Acc@1  99.44 ( 98.72), Train Cla Loss 3.0657e+00 (6.8351e+00)
[2025-06-02 02:59:29,906] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [89.0, 87.0, 77.0, 76.0, 60.0], Val Loss  [0.6711659729480743, 1.120210736989975, 3.094553232192993, 3.4717448949813843, 7.600949048995972] || Best Acc@1:98.400
[2025-06-02 02:59:29,906] [SEDG] [INFO] Epoch:38 || 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 [12.632548332214355, 15.084009170532227, 17.03108501434326, 20.975927352905273, 20.157973289489746, 25.413976669311523, 32.03470039367676, 33.24320125579834, 27.844761848449707, 35.943206787109375]
[2025-06-02 02:59:29,940] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-06-02 03:03:17,975] [SEDG] [INFO] Epoch:39 || Train Acc@1  99.44 ( 98.71), Train Cla Loss 1.8537e+00 (6.7065e+00)
[2025-06-02 03:03:18,466] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [94.0, 88.0, 82.0, 81.0, 66.0], Val Loss  [0.2750270739197731, 0.5129057019948959, 2.1115209460258484, 2.393783748149872, 5.863311052322388] || Best Acc@1:98.400
[2025-06-02 03:03:18,467] [SEDG] [INFO] Epoch:39 || 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 [10.466076374053955, 13.146591186523438, 15.362062454223633, 19.114940643310547, 18.924277305603027, 24.162952423095703, 30.814391136169434, 32.35200023651123, 27.258824348449707, 35.410030364990234]
[2025-06-02 03:03:18,499] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-06-02 03:06:57,890] [SEDG] [INFO] Epoch:40 || Train Acc@1  98.33 ( 98.48), Train Cla Loss 1.1859e+01 (8.2404e+00)
[2025-06-02 03:06:58,358] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [93.0, 88.0, 82.0, 79.0, 66.0], Val Loss  [0.33104880526661873, 0.6255137249827385, 2.0937716364860535, 2.341587245464325, 5.7095701694488525] || Best Acc@1:98.400
[2025-06-02 03:06:58,358] [SEDG] [INFO] Epoch:40 || 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 [10.13018274307251, 12.768482685089111, 14.9453125, 18.622430324554443, 18.465928554534912, 23.567904472351074, 30.046398162841797, 31.602819442749023, 26.694290161132812, 34.803537368774414]
[2025-06-02 03:06:58,391] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-06-02 03:10:45,725] [SEDG] [INFO] Epoch:41 || Train Acc@1  98.89 ( 98.70), Train Cla Loss 4.3689e+00 (6.6514e+00)
[2025-06-02 03:10:46,278] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [93.0, 88.0, 79.0, 77.0, 61.0], Val Loss  [0.406202957034111, 0.806791752576828, 2.6908286809921265, 3.0739389657974243, 7.134249210357666] || Best Acc@1:98.400
[2025-06-02 03:10:46,278] [SEDG] [INFO] Epoch:41 || 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 [12.265384674072266, 14.94807767868042, 17.073691368103027, 21.20658588409424, 20.42871379852295, 25.785263061523438, 32.48973560333252, 33.83804893493652, 28.468595504760742, 36.90578556060791]
[2025-06-02 03:10:46,295] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-06-02 03:14:31,763] [SEDG] [INFO] Epoch:42 || Train Acc@1  99.72 ( 98.69), Train Cla Loss 2.3203e+00 (6.7044e+00)
[2025-06-02 03:14:32,291] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [95.0, 94.0, 86.0, 82.0, 68.0], Val Loss  [0.18071875534951687, 0.3026147522032261, 1.6969061493873596, 1.938952922821045, 5.261325359344482] || Best Acc@1:98.400
[2025-06-02 03:14:32,291] [SEDG] [INFO] Epoch:42 || 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 [9.79506778717041, 12.74219274520874, 15.148362159729004, 19.0377254486084, 19.075510025024414, 24.507468223571777, 31.324288368225098, 33.00642013549805, 27.919177055358887, 36.43722343444824]
[2025-06-02 03:14:32,312] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-06-02 03:18:19,346] [SEDG] [INFO] Epoch:43 || Train Acc@1  98.61 ( 98.64), Train Cla Loss 4.7941e+00 (7.1447e+00)
[2025-06-02 03:18:19,767] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [94.0, 88.0, 82.0, 80.0, 66.0], Val Loss  [0.2824749890714884, 0.5328124314546585, 2.0961341857910156, 2.37003755569458, 5.9855546951293945] || Best Acc@1:98.400
[2025-06-02 03:18:19,767] [SEDG] [INFO] Epoch:43 || 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 [10.830841541290283, 13.687187671661377, 16.076358318328857, 20.095928192138672, 19.850296020507812, 25.26835346221924, 32.08570575714111, 33.63882064819336, 28.372841835021973, 36.89945411682129]
[2025-06-02 03:18:19,799] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-06-02 03:22:04,334] [SEDG] [INFO] Epoch:44 || Train Acc@1  99.72 ( 98.65), Train Cla Loss 2.3031e+00 (7.0992e+00)
[2025-06-02 03:22:04,881] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [94.0, 91.0, 82.0, 81.0, 66.0], Val Loss  [0.23456010967493057, 0.42647209763526917, 2.0239769220352173, 2.312684655189514, 5.92171835899353] || Best Acc@1:98.400
[2025-06-02 03:22:04,881] [SEDG] [INFO] Epoch:44 || 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 [10.808054447174072, 13.650064945220947, 16.032765865325928, 20.096710205078125, 19.71280860900879, 25.06181049346924, 31.8031644821167, 33.36983680725098, 28.204874992370605, 36.80781173706055]
[2025-06-02 03:22:04,909] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-06-02 03:25:46,072] [SEDG] [INFO] Epoch:45 || Train Acc@1  98.89 ( 98.67), Train Cla Loss 5.7829e+00 (6.6790e+00)
[2025-06-02 03:25:46,649] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [94.0, 92.0, 85.0, 82.0, 68.0], Val Loss  [0.19527382031083107, 0.3524707183241844, 1.739753097295761, 1.956896424293518, 5.254292726516724] || Best Acc@1:98.400
[2025-06-02 03:25:46,649] [SEDG] [INFO] Epoch:45 || 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 [9.74006175994873, 12.701504230499268, 15.091901302337646, 19.058680057525635, 19.082400798797607, 24.473873138427734, 31.25233554840088, 32.963255882263184, 27.927766799926758, 36.56151103973389]
[2025-06-02 03:25:46,670] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-06-02 03:29:34,137] [SEDG] [INFO] Epoch:46 || Train Acc@1  97.50 ( 98.82), Train Cla Loss 9.7064e+00 (5.9179e+00)
[2025-06-02 03:29:34,770] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [94.0, 88.0, 82.0, 80.0, 66.0], Val Loss  [0.34730570018291473, 0.6519648730754852, 2.314771890640259, 2.613676428794861, 6.377213001251221] || Best Acc@1:98.400
[2025-06-02 03:29:34,770] [SEDG] [INFO] Epoch:46 || 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 [11.372225284576416, 14.198594570159912, 16.56141710281372, 20.753628730773926, 20.30147647857666, 25.789594650268555, 32.68914604187012, 34.30178260803223, 28.989985466003418, 37.810991287231445]
[2025-06-02 03:29:34,802] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-06-02 03:33:24,048] [SEDG] [INFO] Epoch:47 || Train Acc@1  99.72 ( 98.73), Train Cla Loss 2.1372e+00 (6.6814e+00)
[2025-06-02 03:33:24,625] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [94.0, 93.0, 82.0, 81.0, 66.0], Val Loss  [0.237196184694767, 0.4185873717069626, 2.082426428794861, 2.390070676803589, 6.121692419052124] || Best Acc@1:98.400
[2025-06-02 03:33:24,625] [SEDG] [INFO] Epoch:47 || 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 [11.189412593841553, 14.147867202758789, 16.627697944641113, 20.930419921875, 20.454469680786133, 25.98679542541504, 32.916287422180176, 34.51345252990723, 29.152772903442383, 37.99288558959961]
[2025-06-02 03:33:24,643] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-06-02 03:37:08,586] [SEDG] [INFO] Epoch:48 || Train Acc@1  98.89 ( 98.58), Train Cla Loss 4.6588e+00 (7.2226e+00)
[2025-06-02 03:37:09,070] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [93.0, 88.0, 81.0, 79.0, 62.0], Val Loss  [0.3705953061580658, 0.7146329283714294, 2.539813905954361, 2.9125924110412598, 6.946007966995239] || Best Acc@1:98.400
[2025-06-02 03:37:09,070] [SEDG] [INFO] Epoch:48 || 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 [12.198424339294434, 15.051743984222412, 17.335815906524658, 21.70928382873535, 20.90230083465576, 26.38317108154297, 33.29423141479492, 34.85997772216797, 29.448801040649414, 38.38261032104492]
[2025-06-02 03:37:09,098] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-06-02 03:40:50,013] [SEDG] [INFO] Epoch:49 || Train Acc@1  98.06 ( 98.63), Train Cla Loss 6.9892e+00 (7.1004e+00)
[2025-06-02 03:40:50,543] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [94.0, 93.0, 82.0, 80.0, 66.0], Val Loss  [0.2204023376107216, 0.40090739727020264, 2.0318433046340942, 2.3650038838386536, 6.1062235832214355] || Best Acc@1:98.400
[2025-06-02 03:40:50,544] [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 [11.252023696899414, 14.23410701751709, 16.713767051696777, 21.09108829498291, 20.52230739593506, 26.006179809570312, 32.900909423828125, 34.526360511779785, 29.246780395507812, 38.26204586029053]
[2025-06-02 03:40:50,575] [SEDG] [INFO] ==================================== Epoch 50 ====================================
[2025-06-02 03:44:37,870] [SEDG] [INFO] Epoch:50 || Train Acc@1  95.56 ( 98.60), Train Cla Loss 2.3846e+01 (6.8878e+00)
[2025-06-02 03:44:38,348] [SEDG] [INFO] Epoch:50 || Val  Acc@1: [88.0, 88.0, 77.0, 76.0, 58.0], Val Loss  [0.5960621684789658, 1.063370704650879, 3.2370529174804688, 3.72988760471344, 8.381303787231445] || Best Acc@1:98.400
[2025-06-02 03:44:38,348] [SEDG] [INFO] Epoch:50 || 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 [14.07241439819336, 16.8624906539917, 19.141295433044434, 23.78589153289795, 22.598462104797363, 28.357783317565918, 35.522586822509766, 36.91132354736328, 31.073820114135742, 40.28670120239258]
[2025-06-02 03:44:38,377] [SEDG] [INFO] ==================================== Epoch 51 ====================================
[2025-06-02 03:48:26,264] [SEDG] [INFO] Epoch:51 || Train Acc@1  98.61 ( 98.78), Train Cla Loss 5.8339e+00 (6.2203e+00)
[2025-06-02 03:48:26,790] [SEDG] [INFO] Epoch:51 || Val  Acc@1: [90.0, 88.0, 78.0, 76.0, 60.0], Val Loss  [0.514853835105896, 0.9517782032489777, 3.063825488090515, 3.531641125679016, 8.13026213645935] || Best Acc@1:98.400
[2025-06-02 03:48:26,790] [SEDG] [INFO] Epoch:51 || 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 [13.88253402709961, 16.793237686157227, 19.15238094329834, 23.876654624938965, 22.788951873779297, 28.61506748199463, 35.843889236450195, 37.23960494995117, 31.373066902160645, 40.71723747253418]
[2025-06-02 03:48:26,825] [SEDG] [INFO] ==================================== Epoch 52 ====================================
[2025-06-02 03:52:15,024] [SEDG] [INFO] Epoch:52 || Train Acc@1  98.33 ( 98.75), Train Cla Loss 5.3657e+00 (6.3601e+00)
[2025-06-02 03:52:15,478] [SEDG] [INFO] Epoch:52 || Val  Acc@1: [95.0, 88.0, 82.0, 81.0, 66.0], Val Loss  [0.264806792140007, 0.4900519549846649, 2.045371651649475, 2.3294438123703003, 5.989464521408081] || Best Acc@1:98.400
[2025-06-02 03:52:15,478] [SEDG] [INFO] Epoch:52 || 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 [10.996547222137451, 14.005561351776123, 16.53806781768799, 20.88493537902832, 20.612436294555664, 26.267024040222168, 33.369741439819336, 35.079261779785156, 29.766682624816895, 39.067230224609375]
[2025-06-02 03:52:15,507] [SEDG] [INFO] ==================================== Epoch 53 ====================================
[2025-06-02 03:56:00,371] [SEDG] [INFO] Epoch:53 || Train Acc@1  99.17 ( 98.56), Train Cla Loss 5.4288e+00 (7.2590e+00)
[2025-06-02 03:56:00,879] [SEDG] [INFO] Epoch:53 || Val  Acc@1: [94.0, 89.0, 82.0, 80.0, 65.0], Val Loss  [0.23035595566034317, 0.4264362156391144, 2.062016189098358, 2.379596531391144, 6.200855016708374] || Best Acc@1:98.400
[2025-06-02 03:56:00,879] [SEDG] [INFO] Epoch:53 || 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 [11.436461448669434, 14.556505680084229, 17.18321704864502, 21.73713779449463, 21.32052993774414, 27.098203659057617, 34.30492973327637, 35.93024826049805, 30.42582416534424, 39.82765579223633]
[2025-06-02 03:56:00,901] [SEDG] [INFO] ==================================== Epoch 54 ====================================
[2025-06-02 03:59:44,115] [SEDG] [INFO] Epoch:54 || Train Acc@1  99.44 ( 98.84), Train Cla Loss 3.7665e+00 (5.6136e+00)
[2025-06-02 03:59:44,567] [SEDG] [INFO] Epoch:54 || Val  Acc@1: [90.0, 88.0, 79.0, 78.0, 62.0], Val Loss  [0.4755016267299652, 0.8623533546924591, 2.7337580919265747, 3.1390026807785034, 7.344326734542847] || Best Acc@1:98.400
[2025-06-02 03:59:44,567] [SEDG] [INFO] Epoch:54 || 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 [12.900991916656494, 15.768620014190674, 18.213404655456543, 22.71603488922119, 21.943020820617676, 27.726880073547363, 34.98503112792969, 36.561065673828125, 30.945486068725586, 40.463335037231445]
[2025-06-02 03:59:44,598] [SEDG] [INFO] ==================================== Epoch 55 ====================================
[2025-06-02 04:03:30,293] [SEDG] [INFO] Epoch:55 || Train Acc@1  98.33 ( 98.82), Train Cla Loss 6.5739e+00 (5.9420e+00)
[2025-06-02 04:03:30,699] [SEDG] [INFO] Epoch:55 || Val  Acc@1: [94.0, 88.0, 81.0, 78.0, 61.0], Val Loss  [0.3871554285287857, 0.7514077126979828, 2.725882053375244, 3.1664817333221436, 7.533531904220581] || Best Acc@1:98.400
[2025-06-02 04:03:30,700] [SEDG] [INFO] Epoch:55 || 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 [13.324704647064209, 16.26968479156494, 18.79203987121582, 23.447884559631348, 22.547280311584473, 28.432281494140625, 35.76189613342285, 37.269893646240234, 31.50468158721924, 41.090322494506836]
[2025-06-02 04:03:30,727] [SEDG] [INFO] ==================================== Epoch 56 ====================================
[2025-06-02 04:07:15,725] [SEDG] [INFO] Epoch:56 || Train Acc@1 100.00 ( 98.72), Train Cla Loss 2.0615e+00 (6.4238e+00)
[2025-06-02 04:07:16,226] [SEDG] [INFO] Epoch:56 || Val  Acc@1: [90.0, 88.0, 79.0, 76.0, 61.0], Val Loss  [0.47438157349824905, 0.9047282636165619, 2.9447628259658813, 3.4046870470046997, 7.908427000045776] || Best Acc@1:98.400
[2025-06-02 04:07:16,226] [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 [13.686384201049805, 16.59158992767334, 19.051910400390625, 23.750518798828125, 22.76863193511963, 28.65506076812744, 35.96565341949463, 37.40135383605957, 31.61215591430664, 41.22750663757324]
[2025-06-02 04:07:16,258] [SEDG] [INFO] ==================================== Epoch 57 ====================================
[2025-06-02 04:11:03,293] [SEDG] [INFO] Epoch:57 || Train Acc@1  99.44 ( 98.66), Train Cla Loss 1.8157e+00 (6.5849e+00)
[2025-06-02 04:11:03,851] [SEDG] [INFO] Epoch:57 || Val  Acc@1: [90.0, 88.0, 79.0, 78.0, 61.0], Val Loss  [0.4596163332462311, 0.8530872166156769, 2.8366342186927795, 3.277581214904785, 7.706847429275513] || Best Acc@1:98.400
[2025-06-02 04:11:03,851] [SEDG] [INFO] Epoch:57 || 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 [13.535898208618164, 16.496734619140625, 18.999486446380615, 23.66229248046875, 22.714421272277832, 28.605427742004395, 35.96325492858887, 37.45790481567383, 31.687196731567383, 41.38511085510254]
[2025-06-02 04:11:03,883] [SEDG] [INFO] ==================================== Epoch 58 ====================================
[2025-06-02 04:14:44,974] [SEDG] [INFO] Epoch:58 || Train Acc@1  99.17 ( 98.68), Train Cla Loss 3.4353e+00 (6.4370e+00)
[2025-06-02 04:14:45,405] [SEDG] [INFO] Epoch:58 || Val  Acc@1: [90.0, 88.0, 79.0, 76.0, 60.0], Val Loss  [0.5052734166383743, 0.9685682654380798, 3.104789137840271, 3.6554840803146362, 8.377081155776978] || Best Acc@1:98.400
[2025-06-02 04:14:45,405] [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 [14.442960739135742, 17.289284706115723, 19.738862991333008, 24.53547477722168, 23.39652156829834, 29.381481170654297, 36.81350898742676, 38.212989807128906, 32.31205177307129, 42.179826736450195]
[2025-06-02 04:14:45,421] [SEDG] [INFO] ==================================== Epoch 59 ====================================
[2025-06-02 04:18:31,854] [SEDG] [INFO] Epoch:59 || Train Acc@1  98.89 ( 98.67), Train Cla Loss 5.4673e+00 (6.4036e+00)
[2025-06-02 04:18:32,354] [SEDG] [INFO] Epoch:59 || Val  Acc@1: [93.0, 88.0, 80.0, 77.0, 61.0], Val Loss  [0.42364679276943207, 0.8232250809669495, 2.862690269947052, 3.3719910383224487, 7.991691589355469] || Best Acc@1:98.400
[2025-06-02 04:18:32,354] [SEDG] [INFO] Epoch:59 || 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 [14.047163486480713, 17.09910488128662, 19.68716049194336, 24.56022071838379, 23.538652420043945, 29.628419876098633, 37.195695877075195, 38.698486328125, 32.76356315612793, 42.80991554260254]
[2025-06-02 04:18:32,386] [SEDG] [INFO] ==================================== Epoch 60 ====================================
[2025-06-02 04:22:20,561] [SEDG] [INFO] Epoch:60 || Train Acc@1  98.61 ( 98.70), Train Cla Loss 4.7106e+00 (6.2654e+00)
[2025-06-02 04:22:20,967] [SEDG] [INFO] Epoch:60 || Val  Acc@1: [94.0, 88.0, 79.0, 76.0, 61.0], Val Loss  [0.429987832903862, 0.8220837712287903, 2.856327533721924, 3.3481342792510986, 7.920522451400757] || Best Acc@1:98.400
[2025-06-02 04:22:20,967] [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 [13.9064040184021, 16.98659610748291, 19.60705280303955, 24.524697303771973, 23.52763843536377, 29.64583969116211, 37.21541213989258, 38.713294982910156, 32.78461456298828, 42.835065841674805]
[2025-06-02 04:22:20,997] [SEDG] [INFO] ==================================== Epoch 61 ====================================
[2025-06-02 04:26:09,782] [SEDG] [INFO] Epoch:61 || Train Acc@1  98.61 ( 98.80), Train Cla Loss 6.2746e+00 (5.8891e+00)
[2025-06-02 04:26:10,217] [SEDG] [INFO] Epoch:61 || Val  Acc@1: [94.0, 88.0, 81.0, 76.0, 61.0], Val Loss  [0.35971373319625854, 0.7032883167266846, 2.7636559009552, 3.3028221130371094, 7.956848382949829] || Best Acc@1:98.400
[2025-06-02 04:26:10,217] [SEDG] [INFO] Epoch:61 || 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 [14.023610591888428, 17.131062507629395, 19.73129367828369, 24.681113243103027, 23.5816011428833, 29.674165725708008, 37.19563293457031, 38.629201889038086, 32.70450401306152, 42.74876594543457]
[2025-06-02 04:26:10,255] [SEDG] [INFO] ==================================== Epoch 62 ====================================
[2025-06-02 04:29:54,252] [SEDG] [INFO] Epoch:62 || Train Acc@1  99.44 ( 98.74), Train Cla Loss 2.4528e+00 (6.1905e+00)
[2025-06-02 04:29:54,741] [SEDG] [INFO] Epoch:62 || Val  Acc@1: [95.0, 93.0, 85.0, 82.0, 67.0], Val Loss  [0.19302622228860855, 0.34211836010217667, 2.0341013073921204, 2.4121928811073303, 6.399165868759155] || Best Acc@1:98.400
[2025-06-02 04:29:54,741] [SEDG] [INFO] Epoch:62 || 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 [12.147936820983887, 15.46309757232666, 18.365707397460938, 23.200258255004883, 22.633732795715332, 28.773761749267578, 36.399179458618164, 38.113871574401855, 32.37136173248291, 42.5053653717041]
[2025-06-02 04:29:54,778] [SEDG] [INFO] ==================================== Epoch 63 ====================================
[2025-06-02 04:33:28,748] [SEDG] [INFO] Epoch:63 || Train Acc@1  99.17 ( 98.76), Train Cla Loss 2.6837e+00 (6.1457e+00)
[2025-06-02 04:33:29,221] [SEDG] [INFO] Epoch:63 || Val  Acc@1: [89.0, 88.0, 78.0, 76.0, 59.0], Val Loss  [0.6022350788116455, 1.0761432945728302, 3.2519891262054443, 3.8336786031723022, 8.69576358795166] || Best Acc@1:98.400
[2025-06-02 04:33:29,221] [SEDG] [INFO] Epoch:63 || 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 [14.83712911605835, 17.765023231506348, 20.26237392425537, 25.25057029724121, 24.04493522644043, 30.22011375427246, 37.81690788269043, 39.171030044555664, 33.10391330718994, 43.18584442138672]
[2025-06-02 04:33:29,252] [SEDG] [INFO] ==================================== Epoch 64 ====================================
[2025-06-02 04:37:15,232] [SEDG] [INFO] Epoch:64 || Train Acc@1  98.61 ( 98.76), Train Cla Loss 5.2183e+00 (5.9743e+00)
[2025-06-02 04:37:15,679] [SEDG] [INFO] Epoch:64 || Val  Acc@1: [97.0, 97.0, 86.0, 87.0, 73.0], Val Loss  [0.06661113630980253, 0.1809748555533588, 1.2962304949760437, 1.521181732416153, 4.684997320175171] || Best Acc@1:98.400
[2025-06-02 04:37:15,679] [SEDG] [INFO] Epoch:64 || 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 [9.196606159210205, 12.765415668487549, 15.688602924346924, 20.226774215698242, 20.4183349609375, 26.32945156097412, 33.714524269104004, 35.67108917236328, 30.44046688079834, 40.308128356933594]
[2025-06-02 04:37:15,716] [SEDG] [INFO] ==================================== Epoch 65 ====================================
[2025-06-02 04:41:00,368] [SEDG] [INFO] Epoch:65 || Train Acc@1  97.22 ( 98.72), Train Cla Loss 1.2944e+01 (6.3138e+00)
[2025-06-02 04:41:00,785] [SEDG] [INFO] Epoch:65 || Val  Acc@1: [95.0, 95.0, 86.0, 84.0, 72.0], Val Loss  [0.11126646026968956, 0.22390499711036682, 1.5127535462379456, 1.765488862991333, 5.163124918937683] || Best Acc@1:98.400
[2025-06-02 04:41:00,785] [SEDG] [INFO] Epoch:65 || 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 [10.053389549255371, 13.53123664855957, 16.4140682220459, 20.92747211456299, 20.896403312683105, 26.842530250549316, 34.27120590209961, 36.1474552154541, 30.789161682128906, 40.64690971374512]
[2025-06-02 04:41:00,822] [SEDG] [INFO] ==================================== Epoch 66 ====================================
[2025-06-02 04:44:44,909] [SEDG] [INFO] Epoch:66 || Train Acc@1  99.44 ( 98.65), Train Cla Loss 3.1536e+00 (6.5958e+00)
[2025-06-02 04:44:45,348] [SEDG] [INFO] Epoch:66 || Val  Acc@1: [94.0, 90.0, 83.0, 82.0, 66.0], Val Loss  [0.2469373308122158, 0.4493093341588974, 1.979404091835022, 2.297062933444977, 6.0079100131988525] || Best Acc@1:98.400
[2025-06-02 04:44:45,348] [SEDG] [INFO] Epoch:66 || 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 [11.287894248962402, 14.50228500366211, 17.308555603027344, 21.91533374786377, 21.592494010925293, 27.581153869628906, 34.99630355834961, 36.68278121948242, 31.161906242370605, 40.99027442932129]
[2025-06-02 04:44:45,381] [SEDG] [INFO] ==================================== Epoch 67 ====================================
[2025-06-02 04:48:31,394] [SEDG] [INFO] Epoch:67 || Train Acc@1  99.17 ( 98.75), Train Cla Loss 4.5289e+00 (6.3707e+00)
[2025-06-02 04:48:31,828] [SEDG] [INFO] Epoch:67 || Val  Acc@1: [90.0, 88.0, 82.0, 80.0, 64.0], Val Loss  [0.43282463401556015, 0.7184743285179138, 2.301317572593689, 2.673042058944702, 6.5323638916015625] || Best Acc@1:98.400
[2025-06-02 04:48:31,828] [SEDG] [INFO] Epoch:67 || 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 [11.9494047164917, 14.964736938476562, 17.657273292541504, 22.190645217895508, 21.723907470703125, 27.67634391784668, 35.08415603637695, 36.7520637512207, 31.21426010131836, 41.04936408996582]
[2025-06-02 04:48:31,866] [SEDG] [INFO] ==================================== Epoch 68 ====================================
[2025-06-02 04:52:07,165] [SEDG] [INFO] Epoch:68 || Train Acc@1  99.17 ( 98.64), Train Cla Loss 5.0392e+00 (6.5002e+00)
[2025-06-02 04:52:07,864] [SEDG] [INFO] Epoch:68 || Val  Acc@1: [94.0, 88.0, 82.0, 80.0, 64.0], Val Loss  [0.31000179052352905, 0.5615652352571487, 2.2501089572906494, 2.6526161432266235, 6.631777048110962] || Best Acc@1:98.400
[2025-06-02 04:52:07,864] [SEDG] [INFO] Epoch:68 || 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 [12.279959201812744, 15.395219326019287, 18.17771625518799, 22.9222993850708, 22.38578224182129, 28.491597175598145, 35.96915626525879, 37.510976791381836, 31.8101167678833, 41.75249099731445]
[2025-06-02 04:52:07,882] [SEDG] [INFO] ==================================== Epoch 69 ====================================
[2025-06-02 04:55:44,091] [SEDG] [INFO] Epoch:69 || Train Acc@1  97.22 ( 98.77), Train Cla Loss 1.7076e+01 (6.1277e+00)
[2025-06-02 04:55:44,559] [SEDG] [INFO] Epoch:69 || Val  Acc@1: [90.0, 87.0, 80.0, 79.0, 62.0], Val Loss  [0.5491057112812996, 0.888751819729805, 2.593071699142456, 2.9528214931488037, 7.019654750823975] || Best Acc@1:98.400
[2025-06-02 04:55:44,559] [SEDG] [INFO] Epoch:69 || 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 [12.602956771850586, 15.662540435791016, 18.369121551513672, 23.086963653564453, 22.54203224182129, 28.717949867248535, 36.2943115234375, 37.88351058959961, 32.15128803253174, 42.250314712524414]
[2025-06-02 04:55:44,576] [SEDG] [INFO] ==================================== Epoch 70 ====================================
[2025-06-02 04:59:25,202] [SEDG] [INFO] Epoch:70 || Train Acc@1  96.11 ( 98.78), Train Cla Loss 1.5960e+01 (5.8842e+00)
[2025-06-02 04:59:25,725] [SEDG] [INFO] Epoch:70 || Val  Acc@1: [93.0, 88.0, 82.0, 80.0, 65.0], Val Loss  [0.34817618131637573, 0.613667368888855, 2.2769678235054016, 2.6508806347846985, 6.586345672607422] || Best Acc@1:98.400
[2025-06-02 04:59:25,725] [SEDG] [INFO] Epoch:70 || 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 [12.170673847198486, 15.283079147338867, 18.062312126159668, 22.697636604309082, 22.2616024017334, 28.387551307678223, 35.93320846557617, 37.507307052612305, 31.822880744934082, 41.8177547454834]
[2025-06-02 04:59:25,743] [SEDG] [INFO] ==================================== Epoch 71 ====================================
[2025-06-02 05:03:27,112] [SEDG] [INFO] Epoch:71 || Train Acc@1  96.39 ( 98.88), Train Cla Loss 1.8126e+01 (5.3796e+00)
[2025-06-02 05:03:27,575] [SEDG] [INFO] Epoch:71 || Val  Acc@1: [94.0, 94.0, 85.0, 82.0, 68.0], Val Loss  [0.19379964470863342, 0.3412845954298973, 1.9751936793327332, 2.2869045734405518, 6.083064079284668] || Best Acc@1:98.400
[2025-06-02 05:03:27,575] [SEDG] [INFO] Epoch:71 || 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 [11.512950897216797, 14.907355308532715, 17.83277988433838, 22.57336139678955, 22.2802791595459, 28.498196601867676, 36.146690368652344, 37.819068908691406, 32.137855529785156, 42.32508659362793]
[2025-06-02 05:03:27,612] [SEDG] [INFO] ==================================== Epoch 72 ====================================
[2025-06-02 05:07:16,330] [SEDG] [INFO] Epoch:72 || Train Acc@1  98.33 ( 98.75), Train Cla Loss 6.7104e+00 (6.0729e+00)
[2025-06-02 05:07:16,769] [SEDG] [INFO] Epoch:72 || Val  Acc@1: [95.0, 96.0, 86.0, 87.0, 73.0], Val Loss  [0.09516305103898048, 0.20330427680164576, 1.3630223274230957, 1.5973211526870728, 4.7637550830841064] || Best Acc@1:98.400
[2025-06-02 05:07:16,770] [SEDG] [INFO] Epoch:72 || 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 [9.298630237579346, 12.874103546142578, 15.779953956604004, 20.254913330078125, 20.643901824951172, 26.750428199768066, 34.326669692993164, 36.238752365112305, 30.904168128967285, 40.92770576477051]
[2025-06-02 05:07:16,787] [SEDG] [INFO] ==================================== Epoch 73 ====================================
[2025-06-02 05:11:00,009] [SEDG] [INFO] Epoch:73 || Train Acc@1  99.17 ( 98.66), Train Cla Loss 3.7273e+00 (6.4820e+00)
[2025-06-02 05:11:00,530] [SEDG] [INFO] Epoch:73 || Val  Acc@1: [95.0, 90.0, 85.0, 82.0, 68.0], Val Loss  [0.25769761204719543, 0.4530157297849655, 1.978894054889679, 2.2780966758728027, 5.9924476146698] || Best Acc@1:98.400
[2025-06-02 05:11:00,530] [SEDG] [INFO] Epoch:73 || Test  Acc@1: [51.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [11.306192874908447, 14.654592514038086, 17.529149055480957, 22.218290328979492, 21.938164710998535, 28.075095176696777, 35.586822509765625, 37.22127151489258, 31.622498512268066, 41.65688705444336]
[2025-06-02 05:11:00,563] [SEDG] [INFO] ==================================== Epoch 74 ====================================
[2025-06-02 05:14:44,013] [SEDG] [INFO] Epoch:74 || Train Acc@1  99.72 ( 98.82), Train Cla Loss 1.5330e+00 (5.4414e+00)
[2025-06-02 05:14:44,509] [SEDG] [INFO] Epoch:74 || Val  Acc@1: [90.0, 88.0, 80.0, 79.0, 62.0], Val Loss  [0.5162556618452072, 0.893488347530365, 2.7505710124969482, 3.164020299911499, 7.5038323402404785] || Best Acc@1:98.400
[2025-06-02 05:14:44,509] [SEDG] [INFO] Epoch:74 || 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 [13.450803756713867, 16.574554443359375, 19.371002197265625, 24.346988677978516, 23.671092987060547, 30.0660400390625, 37.843814849853516, 39.33772850036621, 33.35745143890381, 43.79526329040527]
[2025-06-02 05:14:44,532] [SEDG] [INFO] ==================================== Epoch 75 ====================================
[2025-06-02 05:18:27,387] [SEDG] [INFO] Epoch:75 || Train Acc@1  99.44 ( 98.83), Train Cla Loss 3.2312e+00 (5.7021e+00)
[2025-06-02 05:18:27,853] [SEDG] [INFO] Epoch:75 || Val  Acc@1: [94.0, 94.0, 85.0, 84.0, 72.0], Val Loss  [0.1486114263534546, 0.2907739207148552, 1.7173214554786682, 1.9759997725486755, 5.521033525466919] || Best Acc@1:98.400
[2025-06-02 05:18:27,853] [SEDG] [INFO] Epoch:75 || 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 [10.580950260162354, 14.24523115158081, 17.213814735412598, 22.003026008605957, 21.985587120056152, 28.23885726928711, 35.913177490234375, 37.63029861450195, 32.01350116729736, 42.248695373535156]
[2025-06-02 05:18:27,875] [SEDG] [INFO] ==================================== Epoch 76 ====================================
[2025-06-02 05:22:07,498] [SEDG] [INFO] Epoch:76 || Train Acc@1  96.67 ( 98.82), Train Cla Loss 1.4368e+01 (5.5797e+00)
[2025-06-02 05:22:08,003] [SEDG] [INFO] Epoch:76 || Val  Acc@1: [94.0, 88.0, 82.0, 80.0, 66.0], Val Loss  [0.30043987929821014, 0.5301751643419266, 2.3457398414611816, 2.7057172060012817, 6.769944429397583] || Best Acc@1:98.400
[2025-06-02 05:22:08,003] [SEDG] [INFO] Epoch:76 || 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 [12.517362594604492, 15.73784065246582, 18.60245990753174, 23.49281406402588, 22.985326766967773, 29.293210983276367, 36.96042251586914, 38.479379653930664, 32.66550064086914, 42.932098388671875]
[2025-06-02 05:22:08,037] [SEDG] [INFO] ==================================== Epoch 77 ====================================
[2025-06-02 05:25:47,345] [SEDG] [INFO] Epoch:77 || Train Acc@1  97.78 ( 98.79), Train Cla Loss 1.0439e+01 (5.5567e+00)
[2025-06-02 05:25:47,835] [SEDG] [INFO] Epoch:77 || Val  Acc@1: [94.0, 88.0, 82.0, 80.0, 65.0], Val Loss  [0.329939566552639, 0.5934251546859741, 2.415493607521057, 2.77349591255188, 6.8969292640686035] || Best Acc@1:98.400
[2025-06-02 05:25:47,836] [SEDG] [INFO] Epoch:77 || 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 [12.714190483093262, 15.943883419036865, 18.853254318237305, 23.74497127532959, 23.27908992767334, 29.693025588989258, 37.48870277404785, 39.044010162353516, 33.14698600769043, 43.58994674682617]
[2025-06-02 05:25:47,858] [SEDG] [INFO] ==================================== Epoch 78 ====================================
[2025-06-02 05:29:30,262] [SEDG] [INFO] Epoch:78 || Train Acc@1  98.61 ( 98.84), Train Cla Loss 5.4595e+00 (5.4911e+00)
[2025-06-02 05:29:30,657] [SEDG] [INFO] Epoch:78 || Val  Acc@1: [90.0, 88.0, 80.0, 79.0, 62.0], Val Loss  [0.508663684129715, 0.8783611059188843, 2.724140167236328, 3.121979832649231, 7.393108606338501] || Best Acc@1:98.400
[2025-06-02 05:29:30,657] [SEDG] [INFO] Epoch:78 || 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 [13.259581089019775, 16.30177593231201, 19.04684352874756, 23.92838478088379, 23.29502296447754, 29.614402770996094, 37.27217769622803, 38.713741302490234, 32.82151794433594, 43.07643127441406]
[2025-06-02 05:29:30,673] [SEDG] [INFO] ==================================== Epoch 79 ====================================
[2025-06-02 05:33:07,610] [SEDG] [INFO] Epoch:79 || Train Acc@1  99.17 ( 98.84), Train Cla Loss 3.9449e+00 (5.4507e+00)
[2025-06-02 05:33:08,127] [SEDG] [INFO] Epoch:79 || Val  Acc@1: [94.0, 90.0, 84.0, 82.0, 68.0], Val Loss  [0.27043616771698, 0.47169719636440277, 2.0676037073135376, 2.3642215728759766, 6.080610990524292] || Best Acc@1:98.400
[2025-06-02 05:33:08,127] [SEDG] [INFO] Epoch:79 || 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 [11.374977588653564, 14.674230098724365, 17.56103229522705, 22.24404525756836, 22.035889625549316, 28.270956993103027, 35.823699951171875, 37.40610885620117, 31.774230003356934, 41.83411979675293]
[2025-06-02 05:33:08,162] [SEDG] [INFO] ==================================== Epoch 80 ====================================
[2025-06-02 05:36:53,999] [SEDG] [INFO] Epoch:80 || Train Acc@1  98.61 ( 98.90), Train Cla Loss 7.7433e+00 (5.2709e+00)
[2025-06-02 05:36:54,609] [SEDG] [INFO] Epoch:80 || Val  Acc@1: [94.0, 93.0, 85.0, 82.0, 68.0], Val Loss  [0.22728168964385986, 0.38201646506786346, 1.9413661360740662, 2.252226173877716, 5.95361328125] || Best Acc@1:98.400
[2025-06-02 05:36:54,609] [SEDG] [INFO] Epoch:80 || Test  Acc@1: [51.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [11.314559936523438, 14.742353916168213, 17.684025764465332, 22.46615505218506, 22.271318435668945, 28.548036575317383, 36.15116214752197, 37.688910484313965, 32.00695991516113, 42.12152290344238]
[2025-06-02 05:36:54,642] [SEDG] [INFO] ==================================== Epoch 81 ====================================
[2025-06-02 05:40:38,274] [SEDG] [INFO] Epoch:81 || Train Acc@1  98.33 ( 98.87), Train Cla Loss 6.1450e+00 (5.5595e+00)
[2025-06-02 05:40:38,701] [SEDG] [INFO] Epoch:81 || Val  Acc@1: [94.0, 90.0, 84.0, 82.0, 66.0], Val Loss  [0.272381454706192, 0.48117221146821976, 2.1689735651016235, 2.51124906539917, 6.420483350753784] || Best Acc@1:98.400
[2025-06-02 05:40:38,702] [SEDG] [INFO] Epoch:81 || 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 [12.011599063873291, 15.350710391998291, 18.28583335876465, 23.12116050720215, 22.7338285446167, 29.050029754638672, 36.66360092163086, 38.11604309082031, 32.33888530731201, 42.50564002990723]
[2025-06-02 05:40:38,719] [SEDG] [INFO] ==================================== Epoch 82 ====================================
[2025-06-02 05:44:17,269] [SEDG] [INFO] Epoch:82 || Train Acc@1  98.06 ( 98.74), Train Cla Loss 9.4638e+00 (6.0093e+00)
[2025-06-02 05:44:17,775] [SEDG] [INFO] Epoch:82 || Val  Acc@1: [92.0, 88.0, 82.0, 80.0, 66.0], Val Loss  [0.3517353981733322, 0.6244380623102188, 2.3824064135551453, 2.733658790588379, 6.779019355773926] || Best Acc@1:98.400
[2025-06-02 05:44:17,775] [SEDG] [INFO] Epoch:82 || 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 [12.484759330749512, 15.790727138519287, 18.707982063293457, 23.618968963623047, 23.116798400878906, 29.455803871154785, 37.10211181640625, 38.51584815979004, 32.68022918701172, 42.9421329498291]
[2025-06-02 05:44:17,796] [SEDG] [INFO] ==================================== Epoch 83 ====================================
[2025-06-02 05:48:03,714] [SEDG] [INFO] Epoch:83 || Train Acc@1  98.33 ( 98.72), Train Cla Loss 6.8590e+00 (6.3288e+00)
[2025-06-02 05:48:04,154] [SEDG] [INFO] Epoch:83 || Val  Acc@1: [94.0, 92.0, 85.0, 82.0, 68.0], Val Loss  [0.21372289210557938, 0.3892517164349556, 1.9635141491889954, 2.2603161334991455, 5.967678546905518] || Best Acc@1:98.400
[2025-06-02 05:48:04,154] [SEDG] [INFO] Epoch:83 || Test  Acc@1: [51.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [11.250536918640137, 14.687077045440674, 17.6115984916687, 22.409879684448242, 22.223395347595215, 28.498814582824707, 36.101064682006836, 37.647929191589355, 32.00064563751221, 42.11763572692871]
[2025-06-02 05:48:04,175] [SEDG] [INFO] ==================================== Epoch 84 ====================================
[2025-06-02 05:51:42,021] [SEDG] [INFO] Epoch:84 || Train Acc@1  99.72 ( 98.92), Train Cla Loss 2.6532e+00 (5.2616e+00)
[2025-06-02 05:51:42,418] [SEDG] [INFO] Epoch:84 || Val  Acc@1: [94.0, 89.0, 83.0, 81.0, 66.0], Val Loss  [0.30906282365322113, 0.5497334450483322, 2.267388105392456, 2.61653995513916, 6.5938720703125] || Best Acc@1:98.400
[2025-06-02 05:51:42,418] [SEDG] [INFO] Epoch:84 || 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 [12.252771854400635, 15.656097412109375, 18.617643356323242, 23.593109130859375, 23.220839500427246, 29.6580228805542, 37.42586135864258, 38.91409492492676, 33.0431022644043, 43.446083068847656]
[2025-06-02 05:51:42,449] [SEDG] [INFO] ==================================== Epoch 85 ====================================
[2025-06-02 05:55:25,647] [SEDG] [INFO] Epoch:85 || Train Acc@1  99.72 ( 98.78), Train Cla Loss 2.2569e+00 (6.0061e+00)
[2025-06-02 05:55:26,093] [SEDG] [INFO] Epoch:85 || Val  Acc@1: [90.0, 88.0, 79.0, 78.0, 61.0], Val Loss  [0.5673123151063919, 0.977009654045105, 2.973296880722046, 3.3880438804626465, 7.893496513366699] || Best Acc@1:98.400
[2025-06-02 05:55:26,093] [SEDG] [INFO] Epoch:85 || 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 [13.978765964508057, 17.06748867034912, 19.82589626312256, 24.91684627532959, 24.113855361938477, 30.60534954071045, 38.378334045410156, 39.71182823181152, 33.672526359558105, 44.16471481323242]
[2025-06-02 05:55:26,110] [SEDG] [INFO] ==================================== Epoch 86 ====================================
[2025-06-02 05:59:03,495] [SEDG] [INFO] Epoch:86 || Train Acc@1  98.06 ( 98.98), Train Cla Loss 8.3680e+00 (4.9467e+00)
[2025-06-02 05:59:03,989] [SEDG] [INFO] Epoch:86 || Val  Acc@1: [90.0, 88.0, 79.0, 78.0, 62.0], Val Loss  [0.6189358830451965, 1.0344218015670776, 3.0015146732330322, 3.4236180782318115, 7.977376222610474] || Best Acc@1:98.400
[2025-06-02 05:59:03,990] [SEDG] [INFO] Epoch:86 || 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 [14.168920040130615, 17.336254119873047, 20.166295051574707, 25.306779861450195, 24.589033126831055, 31.250490188598633, 39.26737594604492, 40.68032455444336, 34.506120681762695, 45.30116844177246]
[2025-06-02 05:59:04,007] [SEDG] [INFO] ==================================== Epoch 87 ====================================
[2025-06-02 06:02:48,072] [SEDG] [INFO] Epoch:87 || Train Acc@1  98.89 ( 98.89), Train Cla Loss 5.1928e+00 (5.3683e+00)
[2025-06-02 06:02:48,561] [SEDG] [INFO] Epoch:87 || Val  Acc@1: [94.0, 91.0, 84.0, 82.0, 68.0], Val Loss  [0.24401259422302246, 0.4381431043148041, 2.140359938144684, 2.499989926815033, 6.501596450805664] || Best Acc@1:98.400
[2025-06-02 06:02:48,561] [SEDG] [INFO] Epoch:87 || 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 [12.267889976501465, 15.825509071350098, 18.898865699768066, 24.023215293884277, 23.70790672302246, 30.382158279418945, 38.40814208984375, 39.980485916137695, 34.00832557678223, 44.811180114746094]
[2025-06-02 06:02:48,594] [SEDG] [INFO] ==================================== Epoch 88 ====================================
[2025-06-02 06:06:29,427] [SEDG] [INFO] Epoch:88 || Train Acc@1  98.33 ( 98.85), Train Cla Loss 8.4146e+00 (5.6216e+00)
[2025-06-02 06:06:29,837] [SEDG] [INFO] Epoch:88 || Val  Acc@1: [94.0, 88.0, 82.0, 81.0, 66.0], Val Loss  [0.34623634815216064, 0.631276547908783, 2.4255934953689575, 2.814016819000244, 6.971734046936035] || Best Acc@1:98.400
[2025-06-02 06:06:29,837] [SEDG] [INFO] Epoch:88 || 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 [12.907058238983154, 16.278340339660645, 19.248181343078613, 24.377408027648926, 23.84977149963379, 30.402359008789062, 38.28118705749512, 39.756093978881836, 33.79390907287598, 44.47780227661133]
[2025-06-02 06:06:29,869] [SEDG] [INFO] ==================================== Epoch 89 ====================================
[2025-06-02 06:10:06,158] [SEDG] [INFO] Epoch:89 || Train Acc@1  99.17 ( 98.97), Train Cla Loss 3.3300e+00 (5.0824e+00)
[2025-06-02 06:10:06,823] [SEDG] [INFO] Epoch:89 || Val  Acc@1: [92.0, 88.0, 81.0, 79.0, 64.0], Val Loss  [0.4470723122358322, 0.8100581467151642, 2.7126911878585815, 3.106479525566101, 7.445572853088379] || Best Acc@1:98.400
[2025-06-02 06:10:06,823] [SEDG] [INFO] Epoch:89 || 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 [13.489500999450684, 16.759835243225098, 19.68464469909668, 24.872093200683594, 24.237191200256348, 30.869444847106934, 38.8206787109375, 40.26594161987305, 34.20514106750488, 44.98819541931152]
[2025-06-02 06:10:06,855] [SEDG] [INFO] ==================================== Epoch 90 ====================================
[2025-06-02 06:13:55,393] [SEDG] [INFO] Epoch:90 || Train Acc@1  99.17 ( 98.79), Train Cla Loss 3.3538e+00 (5.7045e+00)
[2025-06-02 06:13:55,833] [SEDG] [INFO] Epoch:90 || Val  Acc@1: [94.0, 91.0, 85.0, 82.0, 68.0], Val Loss  [0.2366943284869194, 0.4195794388651848, 2.00851172208786, 2.341265082359314, 6.132390975952148] || Best Acc@1:98.400
[2025-06-02 06:13:55,833] [SEDG] [INFO] Epoch:90 || Test  Acc@1: [51.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [11.629752159118652, 15.222198486328125, 18.26976728439331, 23.384180068969727, 23.138757705688477, 29.66329860687256, 37.483375549316406, 39.02964401245117, 33.23285388946533, 43.84847640991211]
[2025-06-02 06:13:55,866] [SEDG] [INFO] ==================================== Epoch 91 ====================================
[2025-06-02 06:17:34,999] [SEDG] [INFO] Epoch:91 || Train Acc@1  99.17 ( 98.86), Train Cla Loss 4.4081e+00 (5.4646e+00)
[2025-06-02 06:17:35,510] [SEDG] [INFO] Epoch:91 || Val  Acc@1: [94.0, 88.0, 82.0, 80.0, 66.0], Val Loss  [0.34768614172935486, 0.6294510066509247, 2.440130114555359, 2.8265455961227417, 6.96506142616272] || Best Acc@1:98.400
[2025-06-02 06:17:35,510] [SEDG] [INFO] Epoch:91 || 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 [12.866072654724121, 16.236484050750732, 19.20510244369507, 24.407906532287598, 23.81760883331299, 30.37199878692627, 38.22927284240723, 39.71762657165527, 33.78386116027832, 44.487342834472656]
[2025-06-02 06:17:35,542] [SEDG] [INFO] ==================================== Epoch 92 ====================================
[2025-06-02 06:21:17,889] [SEDG] [INFO] Epoch:92 || Train Acc@1  97.50 ( 98.84), Train Cla Loss 1.1441e+01 (5.7650e+00)
[2025-06-02 06:21:18,359] [SEDG] [INFO] Epoch:92 || Val  Acc@1: [93.0, 88.0, 82.0, 80.0, 64.0], Val Loss  [0.40001121163368225, 0.7341026961803436, 2.6602771282196045, 3.078579902648926, 7.444406986236572] || Best Acc@1:98.400
[2025-06-02 06:21:18,359] [SEDG] [INFO] Epoch:92 || 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 [13.588402271270752, 16.924795150756836, 19.883615493774414, 25.20331859588623, 24.480356216430664, 31.170018196105957, 39.15506362915039, 40.59502410888672, 34.51723003387451, 45.42081069946289]
[2025-06-02 06:21:18,381] [SEDG] [INFO] ==================================== Epoch 93 ====================================
[2025-06-02 06:25:00,198] [SEDG] [INFO] Epoch:93 || Train Acc@1  97.50 ( 98.83), Train Cla Loss 8.7220e+00 (5.5517e+00)
[2025-06-02 06:25:00,688] [SEDG] [INFO] Epoch:93 || Val  Acc@1: [90.0, 88.0, 79.0, 79.0, 62.0], Val Loss  [0.5328262150287628, 0.954634040594101, 2.9420746564865112, 3.3622266054153442, 7.849339485168457] || Best Acc@1:98.400
[2025-06-02 06:25:00,688] [SEDG] [INFO] Epoch:93 || 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 [14.038994789123535, 17.27420139312744, 20.1525936126709, 25.446602821350098, 24.704154014587402, 31.418295860290527, 39.417259216308594, 40.81526565551758, 34.670257568359375, 45.6011905670166]
[2025-06-02 06:25:00,720] [SEDG] [INFO] ==================================== Epoch 94 ====================================
[2025-06-02 06:28:44,966] [SEDG] [INFO] Epoch:94 || Train Acc@1  98.06 ( 98.85), Train Cla Loss 5.3518e+00 (5.5661e+00)
[2025-06-02 06:28:45,425] [SEDG] [INFO] Epoch:94 || Val  Acc@1: [94.0, 88.0, 82.0, 80.0, 64.0], Val Loss  [0.34123584628105164, 0.6117698699235916, 2.5677337646484375, 3.0079797506332397, 7.4262778759002686] || Best Acc@1:98.400
[2025-06-02 06:28:45,425] [SEDG] [INFO] Epoch:94 || 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 [13.75033187866211, 17.257530689239502, 20.32536029815674, 25.74566078186035, 25.00137710571289, 31.790945053100586, 39.876556396484375, 41.27146339416504, 35.042113304138184, 46.06967544555664]
[2025-06-02 06:28:45,458] [SEDG] [INFO] ==================================== Epoch 95 ====================================
[2025-06-02 06:32:26,466] [SEDG] [INFO] Epoch:95 || Train Acc@1  99.17 ( 98.85), Train Cla Loss 4.0854e+00 (5.5462e+00)
[2025-06-02 06:32:27,067] [SEDG] [INFO] Epoch:95 || Val  Acc@1: [94.0, 88.0, 83.0, 81.0, 66.0], Val Loss  [0.3323579281568527, 0.5975740849971771, 2.3613168597221375, 2.7270236015319824, 6.817861795425415] || Best Acc@1:98.400
[2025-06-02 06:32:27,067] [SEDG] [INFO] Epoch:95 || 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 [12.697390079498291, 16.23232412338257, 19.329288482666016, 24.57856273651123, 24.13530158996582, 30.8575382232666, 38.96206474304199, 40.52384948730469, 34.48228454589844, 45.48314094543457]
[2025-06-02 06:32:27,100] [SEDG] [INFO] ==================================== Epoch 96 ====================================
[2025-06-02 06:36:07,417] [SEDG] [INFO] Epoch:96 || Train Acc@1  99.44 ( 98.86), Train Cla Loss 1.9741e+00 (5.1687e+00)
[2025-06-02 06:36:07,898] [SEDG] [INFO] Epoch:96 || Val  Acc@1: [93.0, 89.0, 84.0, 82.0, 67.0], Val Loss  [0.3370867520570755, 0.5812857300043106, 2.1242324709892273, 2.4317275881767273, 6.142520427703857] || Best Acc@1:98.400
[2025-06-02 06:36:07,898] [SEDG] [INFO] Epoch:96 || Test  Acc@1: [51.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [11.514844417572021, 15.071042537689209, 18.091737747192383, 23.126996994018555, 22.969520568847656, 29.500887870788574, 37.43470764160156, 39.0740909576416, 33.286909103393555, 43.95393943786621]
[2025-06-02 06:36:07,930] [SEDG] [INFO] ==================================== Epoch 97 ====================================
[2025-06-02 06:39:52,583] [SEDG] [INFO] Epoch:97 || Train Acc@1  98.89 ( 98.80), Train Cla Loss 5.8447e+00 (5.7831e+00)
[2025-06-02 06:39:53,012] [SEDG] [INFO] Epoch:97 || Val  Acc@1: [89.0, 86.0, 79.0, 79.0, 62.0], Val Loss  [0.754401445388794, 1.1626710295677185, 3.016406774520874, 3.385430335998535, 7.756845474243164] || Best Acc@1:98.400
[2025-06-02 06:39:53,012] [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 [13.790763854980469, 16.977169036865234, 19.83359718322754, 24.998818397521973, 24.250728607177734, 30.815268516540527, 38.708017349243164, 40.097883224487305, 34.062581062316895, 44.80924606323242]
[2025-06-02 06:39:53,052] [SEDG] [INFO] ==================================== Epoch 98 ====================================
[2025-06-02 06:43:32,208] [SEDG] [INFO] Epoch:98 || Train Acc@1 100.00 ( 98.90), Train Cla Loss 1.7576e+00 (5.2579e+00)
[2025-06-02 06:43:32,728] [SEDG] [INFO] Epoch:98 || Val  Acc@1: [95.0, 96.0, 86.0, 83.0, 71.0], Val Loss  [0.16391737759113312, 0.27711137384176254, 1.7274203896522522, 2.0303042232990265, 5.713115930557251] || Best Acc@1:98.400
[2025-06-02 06:43:32,728] [SEDG] [INFO] Epoch:98 || Test  Acc@1: [51.0, 52.0, 51.0, 44.0, 55.0, 49.0, 42.0, 45.0, 55.0, 44.0], Test Loss [11.139780759811401, 14.92256498336792, 18.105234146118164, 23.35135841369629, 23.201260566711426, 29.768385887145996, 37.692792892456055, 39.28737831115723, 33.468350410461426, 44.1845703125]
[2025-06-02 06:43:32,752] [SEDG] [INFO] ==================================== Epoch 99 ====================================
[2025-06-02 06:47:11,955] [SEDG] [INFO] Epoch:99 || Train Acc@1  98.61 ( 98.99), Train Cla Loss 6.8510e+00 (4.7095e+00)
[2025-06-02 06:47:12,387] [SEDG] [INFO] Epoch:99 || Val  Acc@1: [91.0, 88.0, 81.0, 79.0, 64.0], Val Loss  [0.4854440689086914, 0.8600114583969116, 2.6955641508102417, 3.0881824493408203, 7.3725738525390625] || Best Acc@1:98.400
[2025-06-02 06:47:12,387] [SEDG] [INFO] Epoch:99 || 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 [13.464569091796875, 16.823426246643066, 19.820597648620605, 25.07813835144043, 24.458194732666016, 31.202174186706543, 39.25971794128418, 40.73081016540527, 34.63162803649902, 45.61996269226074]
[2025-06-02 06:47:12,418] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-06-02 06:47:13,084] [SEDG] [INFO] Val  Acc@1: [32.0, 43.0, 66.0, 67.0, 66.0], Val Loss  [1.559058427810669, 1.1634557843208313, 0.6396221816539764, 0.5876222848892212, 0.7668950855731964]
[2025-06-02 06:47:13,084] [SEDG] [INFO] Test  Acc@1: [57.0, 51.0, 49.0, 56.0, 45.0, 51.0, 58.0, 55.0, 45.0, 56.0], Test Loss [1.1947522163391113, 2.0732977390289307, 2.8193947076797485, 2.670825481414795, 3.4319947957992554, 3.203734874725342, 2.7476723194122314, 2.9516009092330933, 3.8437020778656006, 2.907016158103943]
[2025-06-02 06:47:13,084] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-06-02 06:47:13,089] [SEDG] [INFO] Val  Mean&Var: [(32.0, 4.2426405), (43.0, 6.363961), (66.0, 2.8284264), (67.0, 0.70710754), (66.0, 2.8284264)]
[2025-06-02 06:47:13,089] [SEDG] [INFO] Test  Mean&Var: [(57.0, 4.949747), (51.0, 0.70710754), (49.0, 2.1213207), (56.0, 1.4142151), (45.0, 3.535534), (51.0, 6.363961), (58.0, 1.4142132), (55.0, 0.70710754), (45.0, 0.7071066), (56.0, 2.8284264)]
