[2025-09-24 15:28:45,757] [SEDG] [INFO] 
[2025-09-24 15:28:45,758] [SEDG] [INFO] ==================================== Epoch 0 ====================================
[2025-09-24 15:29:03,260] [SEDG] [INFO] Epoch:0 || Train Acc@1  98.61 ( 86.67), Train Cla Loss 1.9462e+01 (3.9130e+01)
[2025-09-24 15:29:03,827] [SEDG] [INFO] Epoch:0 || Val  Acc@1: [35.0, 46.0, 60.0, 70.0, 48.0], Val Loss  [0.6341162025928497, 0.5804553329944611, 0.5288066267967224, 0.5262481719255447, 0.6656469106674194] || Best Acc@1:51.800
[2025-09-24 15:29:03,827] [SEDG] [INFO] Epoch:0 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.7859908938407898, 0.8638840615749359, 0.9540695548057556, 1.1702643036842346, 1.1112351417541504, 1.2468579411506653, 1.32310152053833, 1.322927713394165, 1.3612934947013855, 1.4201608896255493]
[2025-09-24 15:29:03,851] [SEDG] [INFO] ==================================== Epoch 1 ====================================
[2025-09-24 15:29:20,751] [SEDG] [INFO] Epoch:1 || Train Acc@1  99.72 ( 98.03), Train Cla Loss 1.0517e+01 (1.5320e+01)
[2025-09-24 15:29:21,479] [SEDG] [INFO] Epoch:1 || Val  Acc@1: [90.0, 88.0, 89.0, 90.0, 83.0], Val Loss  [0.4176432937383652, 0.3902195543050766, 0.3632093518972397, 0.34862928092479706, 0.42886218428611755] || Best Acc@1:88.000
[2025-09-24 15:29:21,479] [SEDG] [INFO] Epoch:1 || Test  Acc@1: [75.0, 64.0, 49.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.5304419994354248, 0.715886116027832, 0.9028075635433197, 1.2671731114387512, 1.3400179743766785, 1.5959290266036987, 1.7277581691741943, 1.6591405868530273, 1.6557942032814026, 1.749775230884552]
[2025-09-24 15:29:21,530] [SEDG] [INFO] ==================================== Epoch 2 ====================================
[2025-09-24 15:29:38,529] [SEDG] [INFO] Epoch:2 || Train Acc@1  99.17 ( 98.49), Train Cla Loss 8.0138e+00 (9.3239e+00)
[2025-09-24 15:29:39,071] [SEDG] [INFO] Epoch:2 || Val  Acc@1: [89.0, 85.0, 73.0, 77.0, 62.0], Val Loss  [0.4390970468521118, 0.4521590918302536, 0.5568878352642059, 0.5391454994678497, 0.7271624505519867] || Best Acc@1:88.000
[2025-09-24 15:29:39,073] [SEDG] [INFO] Epoch:2 || Test  Acc@1: [54.0, 46.0, 43.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.8262379467487335, 0.910271555185318, 0.9983302056789398, 1.302407443523407, 1.2066768407821655, 1.4393799304962158, 1.5730650424957275, 1.5858513712882996, 1.6038187146186829, 1.7058544754981995]
[2025-09-24 15:29:39,112] [SEDG] [INFO] ==================================== Epoch 3 ====================================
[2025-09-24 15:29:56,160] [SEDG] [INFO] Epoch:3 || Train Acc@1  98.61 ( 98.43), Train Cla Loss 5.6926e+00 (7.1088e+00)
[2025-09-24 15:29:56,766] [SEDG] [INFO] Epoch:3 || Val  Acc@1: [95.0, 90.0, 74.0, 77.0, 60.0], Val Loss  [0.33977368474006653, 0.3638288378715515, 0.5001868605613708, 0.5107900351285934, 0.7426218390464783] || Best Acc@1:88.000
[2025-09-24 15:29:56,766] [SEDG] [INFO] Epoch:3 || Test  Acc@1: [49.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.8968771994113922, 1.003602772951126, 1.0675584077835083, 1.3638712763786316, 1.2240450382232666, 1.4853686690330505, 1.5980029106140137, 1.57835453748703, 1.5816894173622131, 1.7185888290405273]
[2025-09-24 15:29:56,803] [SEDG] [INFO] ==================================== Epoch 4 ====================================
[2025-09-24 15:30:15,554] [SEDG] [INFO] Epoch:4 || Train Acc@1  99.17 ( 98.69), Train Cla Loss 4.2293e+00 (5.4584e+00)
[2025-09-24 15:30:15,985] [SEDG] [INFO] Epoch:4 || Val  Acc@1: [94.0, 91.0, 78.0, 76.0, 55.0], Val Loss  [0.24526945501565933, 0.3028189688920975, 0.5086547136306763, 0.539835512638092, 0.7870328426361084] || Best Acc@1:88.000
[2025-09-24 15:30:15,985] [SEDG] [INFO] Epoch:4 || Test  Acc@1: [41.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.9306577444076538, 0.9997501373291016, 1.0430831909179688, 1.2272011041641235, 1.0985906720161438, 1.292523741722107, 1.3977264165878296, 1.3628284931182861, 1.419097363948822, 1.61526620388031]
[2025-09-24 15:30:16,017] [SEDG] [INFO] ==================================== Epoch 5 ====================================
[2025-09-24 15:30:34,502] [SEDG] [INFO] Epoch:5 || Train Acc@1  99.17 ( 98.61), Train Cla Loss 3.0762e+00 (4.5808e+00)
[2025-09-24 15:30:34,901] [SEDG] [INFO] Epoch:5 || Val  Acc@1: [94.0, 91.0, 79.0, 76.0, 57.0], Val Loss  [0.188015878200531, 0.2436097264289856, 0.4782433807849884, 0.5154910534620285, 0.8171124756336212] || Best Acc@1:88.000
[2025-09-24 15:30:34,902] [SEDG] [INFO] Epoch:5 || Test  Acc@1: [49.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.9785407781600952, 1.085208922624588, 1.1297439932823181, 1.3510868549346924, 1.2017436623573303, 1.4302146434783936, 1.542173683643341, 1.495648741722107, 1.534985363483429, 1.7494813203811646]
[2025-09-24 15:30:34,969] [SEDG] [INFO] ==================================== Epoch 6 ====================================
[2025-09-24 15:30:52,532] [SEDG] [INFO] Epoch:6 || Train Acc@1  99.17 ( 98.83), Train Cla Loss 3.2950e+00 (3.7497e+00)
[2025-09-24 15:30:52,930] [SEDG] [INFO] Epoch:6 || Val  Acc@1: [93.0, 86.0, 75.0, 76.0, 58.0], Val Loss  [0.2162071242928505, 0.28040580451488495, 0.5054732412099838, 0.5172687470912933, 0.8330182135105133] || Best Acc@1:88.000
[2025-09-24 15:30:52,930] [SEDG] [INFO] Epoch:6 || Test  Acc@1: [48.0, 44.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.0306797921657562, 1.165364682674408, 1.2437800168991089, 1.491441786289215, 1.3060420155525208, 1.557278573513031, 1.6572905778884888, 1.5494962930679321, 1.5671629309654236, 1.779150366783142]
[2025-09-24 15:30:52,972] [SEDG] [INFO] ==================================== Epoch 7 ====================================
[2025-09-24 15:31:10,498] [SEDG] [INFO] Epoch:7 || Train Acc@1  99.44 ( 98.88), Train Cla Loss 2.7612e+00 (3.4352e+00)
[2025-09-24 15:31:11,146] [SEDG] [INFO] Epoch:7 || Val  Acc@1: [95.0, 91.0, 78.0, 81.0, 65.0], Val Loss  [0.16188032552599907, 0.23291856795549393, 0.4584606885910034, 0.45242707431316376, 0.7370879054069519] || Best Acc@1:88.000
[2025-09-24 15:31:11,147] [SEDG] [INFO] Epoch:7 || Test  Acc@1: [54.0, 46.0, 42.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.9233169853687286, 1.0806570053100586, 1.1863394379615784, 1.4576905965805054, 1.2999634742736816, 1.5589193105697632, 1.6416638493537903, 1.5286848545074463, 1.5339142680168152, 1.7140327095985413]
[2025-09-24 15:31:11,188] [SEDG] [INFO] ==================================== Epoch 8 ====================================
[2025-09-24 15:31:28,396] [SEDG] [INFO] Epoch:8 || Train Acc@1  99.72 ( 98.80), Train Cla Loss 1.4031e+00 (3.3282e+00)
[2025-09-24 15:31:28,909] [SEDG] [INFO] Epoch:8 || Val  Acc@1: [94.0, 93.0, 82.0, 83.0, 71.0], Val Loss  [0.15423810482025146, 0.19585376977920532, 0.43314801156520844, 0.4611625522375107, 0.6831178963184357] || Best Acc@1:88.000
[2025-09-24 15:31:28,910] [SEDG] [INFO] Epoch:8 || Test  Acc@1: [60.0, 48.0, 44.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.8422248363494873, 1.0254802107810974, 1.1362211108207703, 1.4630466103553772, 1.3365113735198975, 1.5846053957939148, 1.647667944431305, 1.5018516182899475, 1.4680313467979431, 1.5943409204483032]
[2025-09-24 15:31:28,948] [SEDG] [INFO] ==================================== Epoch 9 ====================================
[2025-09-24 15:31:45,929] [SEDG] [INFO] Epoch:9 || Train Acc@1  98.06 ( 98.91), Train Cla Loss 3.8168e+00 (3.0418e+00)
[2025-09-24 15:31:46,469] [SEDG] [INFO] Epoch:9 || Val  Acc@1: [95.0, 94.0, 83.0, 83.0, 71.0], Val Loss  [0.13687656074762344, 0.18772216141223907, 0.42694586515426636, 0.4690452516078949, 0.6935947239398956] || Best Acc@1:88.000
[2025-09-24 15:31:46,470] [SEDG] [INFO] Epoch:9 || Test  Acc@1: [57.0, 47.0, 43.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.8754558265209198, 1.0725921392440796, 1.164540708065033, 1.473817765712738, 1.268002450466156, 1.488648235797882, 1.550322413444519, 1.4204435348510742, 1.4137662053108215, 1.5623244643211365]
[2025-09-24 15:31:46,506] [SEDG] [INFO] ==================================== Epoch 10 ====================================
[2025-09-24 15:32:03,014] [SEDG] [INFO] Epoch:10 || Train Acc@1 100.00 ( 98.90), Train Cla Loss 9.7113e-01 (3.0762e+00)
[2025-09-24 15:32:03,374] [SEDG] [INFO] Epoch:10 || Val  Acc@1: [94.0, 90.0, 80.0, 81.0, 65.0], Val Loss  [0.1863088607788086, 0.2523166760802269, 0.5138571560382843, 0.5325125753879547, 0.7727437615394592] || Best Acc@1:88.000
[2025-09-24 15:32:03,375] [SEDG] [INFO] Epoch:10 || Test  Acc@1: [54.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.9686830937862396, 1.1421186327934265, 1.2351278066635132, 1.5274136066436768, 1.2944674491882324, 1.460838794708252, 1.4787196516990662, 1.2922582030296326, 1.256319284439087, 1.3803986310958862]
[2025-09-24 15:32:03,425] [SEDG] [INFO] ==================================== Epoch 11 ====================================
[2025-09-24 15:32:20,625] [SEDG] [INFO] Epoch:11 || Train Acc@1  95.83 ( 99.13), Train Cla Loss 1.0021e+01 (2.4318e+00)
[2025-09-24 15:32:20,987] [SEDG] [INFO] Epoch:11 || Val  Acc@1: [94.0, 91.0, 80.0, 79.0, 60.0], Val Loss  [0.15129119902849197, 0.22109244018793106, 0.5498542636632919, 0.5743670165538788, 0.8839190602302551] || Best Acc@1:88.000
[2025-09-24 15:32:20,988] [SEDG] [INFO] Epoch:11 || Test  Acc@1: [47.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.0981969833374023, 1.2221477031707764, 1.3073320388793945, 1.5475743412971497, 1.242612063884735, 1.361106812953949, 1.3645473718643188, 1.1949950456619263, 1.18634432554245, 1.3457064032554626]
[2025-09-24 15:32:21,008] [SEDG] [INFO] ==================================== Epoch 12 ====================================
[2025-09-24 15:32:37,846] [SEDG] [INFO] Epoch:12 || Train Acc@1  98.89 ( 98.96), Train Cla Loss 3.1891e+00 (2.7572e+00)
[2025-09-24 15:32:38,321] [SEDG] [INFO] Epoch:12 || Val  Acc@1: [93.0, 86.0, 74.0, 74.0, 57.0], Val Loss  [0.22261305898427963, 0.3251611590385437, 0.6646322309970856, 0.6867976486682892, 1.041536808013916] || Best Acc@1:88.000
[2025-09-24 15:32:38,322] [SEDG] [INFO] Epoch:12 || Test  Acc@1: [43.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.243369996547699, 1.2881553173065186, 1.3525699377059937, 1.5800976753234863, 1.2783699035644531, 1.403775155544281, 1.4191765785217285, 1.2647295594215393, 1.246847927570343, 1.3616406321525574]
[2025-09-24 15:32:38,356] [SEDG] [INFO] ==================================== Epoch 13 ====================================
[2025-09-24 15:32:56,649] [SEDG] [INFO] Epoch:13 || Train Acc@1  99.72 ( 99.14), Train Cla Loss 1.7011e+00 (2.3677e+00)
[2025-09-24 15:32:57,134] [SEDG] [INFO] Epoch:13 || Val  Acc@1: [95.0, 94.0, 82.0, 83.0, 67.0], Val Loss  [0.1155441664159298, 0.17184095084667206, 0.46475960314273834, 0.4702451378107071, 0.7789674401283264] || Best Acc@1:88.000
[2025-09-24 15:32:57,141] [SEDG] [INFO] Epoch:13 || Test  Acc@1: [52.0, 45.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.9999177753925323, 1.1756185293197632, 1.2789170145988464, 1.519747018814087, 1.2355895638465881, 1.3423524498939514, 1.3670427799224854, 1.258455216884613, 1.2674241662025452, 1.4024428129196167]
[2025-09-24 15:32:57,249] [SEDG] [INFO] ==================================== Epoch 14 ====================================
[2025-09-24 15:33:14,846] [SEDG] [INFO] Epoch:14 || Train Acc@1  99.72 ( 99.17), Train Cla Loss 1.5459e+00 (2.2951e+00)
[2025-09-24 15:33:15,739] [SEDG] [INFO] Epoch:14 || Val  Acc@1: [94.0, 91.0, 77.0, 76.0, 58.0], Val Loss  [0.16630002111196518, 0.24785116314888, 0.5664564073085785, 0.6069129705429077, 0.9514072239398956] || Best Acc@1:88.000
[2025-09-24 15:33:15,739] [SEDG] [INFO] Epoch:14 || Test  Acc@1: [44.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.1970288157463074, 1.3021588921546936, 1.3481454849243164, 1.5425310730934143, 1.1504141092300415, 1.1927270889282227, 1.1399943232536316, 1.02742201089859, 1.029572069644928, 1.1891778111457825]
[2025-09-24 15:33:15,774] [SEDG] [INFO] ==================================== Epoch 15 ====================================
[2025-09-24 15:33:34,902] [SEDG] [INFO] Epoch:15 || Train Acc@1  99.72 ( 99.15), Train Cla Loss 1.6759e+00 (2.2256e+00)
[2025-09-24 15:33:35,402] [SEDG] [INFO] Epoch:15 || Val  Acc@1: [94.0, 91.0, 75.0, 75.0, 57.0], Val Loss  [0.1787424273788929, 0.28229542821645737, 0.6680030524730682, 0.6876716911792755, 1.0680315494537354] || Best Acc@1:88.000
[2025-09-24 15:33:35,404] [SEDG] [INFO] Epoch:15 || Test  Acc@1: [43.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.2748496532440186, 1.2908117771148682, 1.3338134288787842, 1.512484610080719, 1.1714118719100952, 1.242767095565796, 1.2023284435272217, 1.0881264805793762, 1.116481602191925, 1.2600560188293457]
[2025-09-24 15:33:35,460] [SEDG] [INFO] ==================================== Epoch 16 ====================================
[2025-09-24 15:33:53,721] [SEDG] [INFO] Epoch:16 || Train Acc@1 100.00 ( 99.06), Train Cla Loss 1.4871e+00 (2.4392e+00)
[2025-09-24 15:33:54,302] [SEDG] [INFO] Epoch:16 || Val  Acc@1: [94.0, 88.0, 73.0, 69.0, 50.0], Val Loss  [0.19919084012508392, 0.3383072316646576, 0.75383460521698, 0.7972787618637085, 1.1850804090499878] || Best Acc@1:88.000
[2025-09-24 15:33:54,302] [SEDG] [INFO] Epoch:16 || Test  Acc@1: [39.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.33987295627594, 1.3028916120529175, 1.3170005679130554, 1.522580862045288, 1.1961751580238342, 1.2838305234909058, 1.304157793521881, 1.2522505521774292, 1.2674188613891602, 1.3910787105560303]
[2025-09-24 15:33:54,371] [SEDG] [INFO] ==================================== Epoch 17 ====================================
[2025-09-24 15:34:12,559] [SEDG] [INFO] Epoch:17 || Train Acc@1 100.00 ( 99.16), Train Cla Loss 1.1613e+00 (2.1805e+00)
[2025-09-24 15:34:13,094] [SEDG] [INFO] Epoch:17 || Val  Acc@1: [91.0, 84.0, 72.0, 68.0, 45.0], Val Loss  [0.2099805548787117, 0.32287728041410446, 0.695662647485733, 0.7726257741451263, 1.2048615217208862] || Best Acc@1:88.000
[2025-09-24 15:34:13,102] [SEDG] [INFO] Epoch:17 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.4017413854599, 1.3923453092575073, 1.4333456754684448, 1.7127021551132202, 1.3670942783355713, 1.5198572278022766, 1.5912079215049744, 1.5623136758804321, 1.5885359644889832, 1.6589991450309753]
[2025-09-24 15:34:13,131] [SEDG] [INFO] ==================================== Epoch 18 ====================================
[2025-09-24 15:34:31,514] [SEDG] [INFO] Epoch:18 || Train Acc@1  99.44 ( 99.16), Train Cla Loss 9.7656e-01 (2.1239e+00)
[2025-09-24 15:34:32,089] [SEDG] [INFO] Epoch:18 || Val  Acc@1: [93.0, 88.0, 72.0, 69.0, 50.0], Val Loss  [0.19572335481643677, 0.32569514214992523, 0.7744719982147217, 0.8290768265724182, 1.343209445476532] || Best Acc@1:88.000
[2025-09-24 15:34:32,090] [SEDG] [INFO] Epoch:18 || Test  Acc@1: [39.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.5876069068908691, 1.579052746295929, 1.606900155544281, 1.891326904296875, 1.4664427638053894, 1.6285032629966736, 1.6988264918327332, 1.699237585067749, 1.744128704071045, 1.8365342020988464]
[2025-09-24 15:34:32,154] [SEDG] [INFO] ==================================== Epoch 19 ====================================
[2025-09-24 15:34:48,788] [SEDG] [INFO] Epoch:19 || Train Acc@1 100.00 ( 99.23), Train Cla Loss 8.8667e-01 (2.1133e+00)
[2025-09-24 15:34:49,450] [SEDG] [INFO] Epoch:19 || Val  Acc@1: [92.0, 86.0, 73.0, 72.0, 53.0], Val Loss  [0.2030469924211502, 0.3319736123085022, 0.8057510852813721, 0.8361019194126129, 1.4025311470031738] || Best Acc@1:88.000
[2025-09-24 15:34:49,457] [SEDG] [INFO] Epoch:19 || Test  Acc@1: [41.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.6710894703865051, 1.6296074390411377, 1.6321695446968079, 1.9101353883743286, 1.498012661933899, 1.6985717415809631, 1.8305487632751465, 1.8414852619171143, 1.891316533088684, 1.981680989265442]
[2025-09-24 15:34:49,507] [SEDG] [INFO] ==================================== Epoch 20 ====================================
[2025-09-24 15:35:07,757] [SEDG] [INFO] Epoch:20 || Train Acc@1 100.00 ( 99.08), Train Cla Loss 9.8081e-01 (2.2842e+00)
[2025-09-24 15:35:08,317] [SEDG] [INFO] Epoch:20 || Val  Acc@1: [90.0, 86.0, 73.0, 68.0, 48.0], Val Loss  [0.267084002494812, 0.4034290611743927, 0.8223873972892761, 0.8995707333087921, 1.4740173816680908] || Best Acc@1:88.000
[2025-09-24 15:35:08,328] [SEDG] [INFO] Epoch:20 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.7447407245635986, 1.7263813614845276, 1.6931027173995972, 1.9382821321487427, 1.5143648982048035, 1.7153812050819397, 1.8678141832351685, 1.8277026414871216, 1.8391278982162476, 1.9136453866958618]
[2025-09-24 15:35:08,375] [SEDG] [INFO] ==================================== Epoch 21 ====================================
[2025-09-24 15:35:25,877] [SEDG] [INFO] Epoch:21 || Train Acc@1  99.72 ( 99.29), Train Cla Loss 1.1004e+00 (1.9545e+00)
[2025-09-24 15:35:26,592] [SEDG] [INFO] Epoch:21 || Val  Acc@1: [93.0, 87.0, 72.0, 68.0, 46.0], Val Loss  [0.23394760489463806, 0.37777528911828995, 0.8629634380340576, 0.9513837099075317, 1.5286443829536438] || Best Acc@1:88.000
[2025-09-24 15:35:26,593] [SEDG] [INFO] Epoch:21 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.750807762145996, 1.6738550066947937, 1.6264411211013794, 1.8441513776779175, 1.4924954771995544, 1.7642465233802795, 2.010758340358734, 1.9882966876029968, 1.950596272945404, 2.0001734495162964]
[2025-09-24 15:35:26,616] [SEDG] [INFO] ==================================== Epoch 22 ====================================
[2025-09-24 15:35:44,835] [SEDG] [INFO] Epoch:22 || Train Acc@1  98.61 ( 99.12), Train Cla Loss 1.9805e+00 (2.1725e+00)
[2025-09-24 15:35:45,498] [SEDG] [INFO] Epoch:22 || Val  Acc@1: [94.0, 91.0, 74.0, 69.0, 47.0], Val Loss  [0.15073928982019424, 0.2638935297727585, 0.7457717955112457, 0.8059179186820984, 1.4377021193504333] || Best Acc@1:88.000
[2025-09-24 15:35:45,499] [SEDG] [INFO] Epoch:22 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.8140697479248047, 1.8081246614456177, 1.8451241254806519, 2.1167348623275757, 1.7004078030586243, 1.9614201784133911, 2.1395729780197144, 2.1043050289154053, 2.0982351303100586, 2.1567506790161133]
[2025-09-24 15:35:45,548] [SEDG] [INFO] ==================================== Epoch 23 ====================================
[2025-09-24 15:36:02,456] [SEDG] [INFO] Epoch:23 || Train Acc@1  99.72 ( 99.36), Train Cla Loss 1.7096e+00 (1.8069e+00)
[2025-09-24 15:36:02,760] [SEDG] [INFO] Epoch:23 || Val  Acc@1: [93.0, 90.0, 72.0, 67.0, 44.0], Val Loss  [0.19861552119255066, 0.3113304078578949, 0.8614615201950073, 0.9538283944129944, 1.6523151397705078] || Best Acc@1:88.000
[2025-09-24 15:36:02,760] [SEDG] [INFO] Epoch:23 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.042909860610962, 1.961008369922638, 1.9540264010429382, 2.235121726989746, 1.8097397089004517, 2.142102062702179, 2.354527473449707, 2.3267414569854736, 2.3438414335250854, 2.4790191650390625]
[2025-09-24 15:36:02,788] [SEDG] [INFO] ==================================== Epoch 24 ====================================
[2025-09-24 15:36:21,201] [SEDG] [INFO] Epoch:24 || Train Acc@1 100.00 ( 99.15), Train Cla Loss 9.0233e-01 (2.1717e+00)
[2025-09-24 15:36:21,807] [SEDG] [INFO] Epoch:24 || Val  Acc@1: [93.0, 89.0, 72.0, 67.0, 45.0], Val Loss  [0.22489818185567856, 0.3259557634592056, 0.8615496754646301, 0.962447851896286, 1.6913416981697083] || Best Acc@1:88.000
[2025-09-24 15:36:21,812] [SEDG] [INFO] Epoch:24 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.0940576791763306, 2.0677886605262756, 2.0874066948890686, 2.389406204223633, 1.9347459077835083, 2.2157912850379944, 2.4172780513763428, 2.363479971885681, 2.3802106380462646, 2.537311315536499]
[2025-09-24 15:36:21,875] [SEDG] [INFO] ==================================== Epoch 25 ====================================
[2025-09-24 15:36:40,228] [SEDG] [INFO] Epoch:25 || Train Acc@1  99.17 ( 99.27), Train Cla Loss 2.3097e+00 (1.9491e+00)
[2025-09-24 15:36:40,892] [SEDG] [INFO] Epoch:25 || Val  Acc@1: [91.0, 84.0, 72.0, 67.0, 44.0], Val Loss  [0.2388513833284378, 0.3950515389442444, 0.9275741875171661, 1.0588094294071198, 1.7938246726989746] || Best Acc@1:88.000
[2025-09-24 15:36:40,892] [SEDG] [INFO] Epoch:25 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.0526363849639893, 2.0006505250930786, 2.0208916068077087, 2.290985345840454, 1.8356387615203857, 2.0472867488861084, 2.1819957494735718, 2.0369665026664734, 1.9007858633995056, 1.8548580408096313]
[2025-09-24 15:36:40,914] [SEDG] [INFO] ==================================== Epoch 26 ====================================
[2025-09-24 15:36:59,320] [SEDG] [INFO] Epoch:26 || Train Acc@1 100.00 ( 99.19), Train Cla Loss 7.5637e-01 (2.0763e+00)
[2025-09-24 15:37:00,345] [SEDG] [INFO] Epoch:26 || Val  Acc@1: [88.0, 83.0, 71.0, 66.0, 44.0], Val Loss  [0.2561110258102417, 0.4097418040037155, 0.8924661874771118, 1.0254326462745667, 1.7509812116622925] || Best Acc@1:88.000
[2025-09-24 15:37:00,353] [SEDG] [INFO] Epoch:26 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.0189228653907776, 1.980405032634735, 1.9938884973526, 2.2716140747070312, 1.772839367389679, 1.856958031654358, 1.7968520522117615, 1.4708239436149597, 1.3951472640037537, 1.4874667525291443]
[2025-09-24 15:37:00,450] [SEDG] [INFO] ==================================== Epoch 27 ====================================
[2025-09-24 15:37:17,114] [SEDG] [INFO] Epoch:27 || Train Acc@1 100.00 ( 99.39), Train Cla Loss 9.0253e-01 (1.6371e+00)
[2025-09-24 15:37:17,567] [SEDG] [INFO] Epoch:27 || Val  Acc@1: [93.0, 91.0, 72.0, 69.0, 46.0], Val Loss  [0.2053351327776909, 0.3361116349697113, 0.8443444669246674, 0.9672224223613739, 1.6326425671577454] || Best Acc@1:88.000
[2025-09-24 15:37:17,568] [SEDG] [INFO] Epoch:27 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [1.8943507671356201, 1.8267636895179749, 1.835033118724823, 2.0958725214004517, 1.658896267414093, 1.7982562184333801, 1.8134675025939941, 1.6249215006828308, 1.6124454736709595, 1.7643694877624512]
[2025-09-24 15:37:17,590] [SEDG] [INFO] ==================================== Epoch 28 ====================================
[2025-09-24 15:37:35,457] [SEDG] [INFO] Epoch:28 || Train Acc@1  96.39 ( 99.38), Train Cla Loss 8.3933e+00 (1.6930e+00)
[2025-09-24 15:37:35,867] [SEDG] [INFO] Epoch:28 || Val  Acc@1: [87.0, 83.0, 69.0, 66.0, 42.0], Val Loss  [0.3470558002591133, 0.5323137938976288, 1.0792808532714844, 1.2327999472618103, 2.0424174070358276] || Best Acc@1:88.000
[2025-09-24 15:37:35,868] [SEDG] [INFO] Epoch:28 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.211450517177582, 2.0970098972320557, 2.0851858258247375, 2.3352142572402954, 1.8437581658363342, 2.0391560792922974, 2.082639992237091, 1.7853955030441284, 1.7088160514831543, 1.794025480747223]
[2025-09-24 15:37:35,924] [SEDG] [INFO] ==================================== Epoch 29 ====================================
[2025-09-24 15:37:53,709] [SEDG] [INFO] Epoch:29 || Train Acc@1 100.00 ( 99.26), Train Cla Loss 1.1599e+00 (1.9364e+00)
[2025-09-24 15:37:54,074] [SEDG] [INFO] Epoch:29 || Val  Acc@1: [86.0, 82.0, 69.0, 66.0, 42.0], Val Loss  [0.3201514780521393, 0.4906715154647827, 1.009243905544281, 1.1533320546150208, 1.9167827367782593] || Best Acc@1:88.000
[2025-09-24 15:37:54,074] [SEDG] [INFO] Epoch:29 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.165576457977295, 2.1080402731895447, 2.1183234453201294, 2.419274926185608, 1.9363310933113098, 2.1062377095222473, 2.096280813217163, 1.7645109295845032, 1.6787492036819458, 1.7801750898361206]
[2025-09-24 15:37:54,102] [SEDG] [INFO] ==================================== Epoch 30 ====================================
[2025-09-24 15:38:10,505] [SEDG] [INFO] Epoch:30 || Train Acc@1  99.72 ( 99.24), Train Cla Loss 1.4023e+00 (1.9396e+00)
[2025-09-24 15:38:10,841] [SEDG] [INFO] Epoch:30 || Val  Acc@1: [87.0, 83.0, 71.0, 66.0, 42.0], Val Loss  [0.31696024537086487, 0.5008078068494797, 1.0501850545406342, 1.209107220172882, 2.0275307297706604] || Best Acc@1:88.000
[2025-09-24 15:38:10,841] [SEDG] [INFO] Epoch:30 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.273738980293274, 2.1829164028167725, 2.1904879212379456, 2.4736204147338867, 1.9331424236297607, 2.099487781524658, 2.1439478397369385, 1.866236686706543, 1.8023927211761475, 1.887035846710205]
[2025-09-24 15:38:10,882] [SEDG] [INFO] ==================================== Epoch 31 ====================================
[2025-09-24 15:38:28,679] [SEDG] [INFO] Epoch:31 || Train Acc@1  99.72 ( 99.39), Train Cla Loss 9.9149e-01 (1.6864e+00)
[2025-09-24 15:38:29,143] [SEDG] [INFO] Epoch:31 || Val  Acc@1: [86.0, 79.0, 65.0, 59.0, 40.0], Val Loss  [0.34053249657154083, 0.5212440341711044, 1.0762795805931091, 1.238347351551056, 2.045505702495575] || Best Acc@1:88.000
[2025-09-24 15:38:29,143] [SEDG] [INFO] Epoch:31 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.282281994819641, 2.2019834518432617, 2.2270901203155518, 2.5112260580062866, 2.006745934486389, 2.2063592672348022, 2.190284550189972, 1.8273828029632568, 1.7162606716156006, 1.7581283450126648]
[2025-09-24 15:38:29,171] [SEDG] [INFO] ==================================== Epoch 32 ====================================
[2025-09-24 15:38:47,832] [SEDG] [INFO] Epoch:32 || Train Acc@1 100.00 ( 99.38), Train Cla Loss 1.1709e+00 (1.6690e+00)
[2025-09-24 15:38:48,339] [SEDG] [INFO] Epoch:32 || Val  Acc@1: [90.0, 83.0, 69.0, 66.0, 41.0], Val Loss  [0.26762938499450684, 0.45567165315151215, 1.0498948693275452, 1.2144206762313843, 2.1278512477874756] || Best Acc@1:88.000
[2025-09-24 15:38:48,340] [SEDG] [INFO] Epoch:32 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.4085137844085693, 2.326170802116394, 2.361540913581848, 2.695593476295471, 2.1113555431365967, 2.297857403755188, 2.317515254020691, 2.0074325799942017, 1.9445233941078186, 2.0567495822906494]
[2025-09-24 15:38:48,370] [SEDG] [INFO] ==================================== Epoch 33 ====================================
[2025-09-24 15:39:06,070] [SEDG] [INFO] Epoch:33 || Train Acc@1  99.44 ( 99.35), Train Cla Loss 1.8998e+00 (1.7949e+00)
[2025-09-24 15:39:06,522] [SEDG] [INFO] Epoch:33 || Val  Acc@1: [86.0, 80.0, 66.0, 60.0, 40.0], Val Loss  [0.33269093185663223, 0.5362579673528671, 1.1891437470912933, 1.3712978959083557, 2.289257526397705] || Best Acc@1:88.000
[2025-09-24 15:39:06,527] [SEDG] [INFO] Epoch:33 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.526507616043091, 2.41011643409729, 2.4348117113113403, 2.762502908706665, 2.1756558418273926, 2.402390480041504, 2.4444500207901, 2.1012003421783447, 1.9658454656600952, 1.9967564940452576]
[2025-09-24 15:39:06,576] [SEDG] [INFO] ==================================== Epoch 34 ====================================
[2025-09-24 15:39:26,267] [SEDG] [INFO] Epoch:34 || Train Acc@1 100.00 ( 99.45), Train Cla Loss 5.4269e-01 (1.5829e+00)
[2025-09-24 15:39:26,763] [SEDG] [INFO] Epoch:34 || Val  Acc@1: [92.0, 88.0, 71.0, 67.0, 44.0], Val Loss  [0.24700580537319183, 0.422442302107811, 1.0710397958755493, 1.2438785433769226, 2.143246114253998] || Best Acc@1:88.000
[2025-09-24 15:39:26,763] [SEDG] [INFO] Epoch:34 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.388073682785034, 2.25100839138031, 2.2416592836380005, 2.5278669595718384, 1.970098078250885, 2.2268543243408203, 2.37661075592041, 2.220028340816498, 2.21168315410614, 2.3317079544067383]
[2025-09-24 15:39:26,803] [SEDG] [INFO] ==================================== Epoch 35 ====================================
[2025-09-24 15:39:45,802] [SEDG] [INFO] Epoch:35 || Train Acc@1  99.44 ( 99.36), Train Cla Loss 1.2425e+00 (1.7876e+00)
[2025-09-24 15:39:46,217] [SEDG] [INFO] Epoch:35 || Val  Acc@1: [87.0, 83.0, 71.0, 66.0, 41.0], Val Loss  [0.351134717464447, 0.5417774617671967, 1.107196182012558, 1.275269329547882, 2.2240463495254517] || Best Acc@1:88.000
[2025-09-24 15:39:46,228] [SEDG] [INFO] Epoch:35 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.532796025276184, 2.4889906644821167, 2.545094609260559, 2.921871542930603, 2.384881019592285, 2.7252646684646606, 2.918397307395935, 2.677117943763733, 2.5763700008392334, 2.6250592470169067]
[2025-09-24 15:39:46,281] [SEDG] [INFO] ==================================== Epoch 36 ====================================
[2025-09-24 15:40:05,803] [SEDG] [INFO] Epoch:36 || Train Acc@1  99.44 ( 99.46), Train Cla Loss 1.7810e+00 (1.5326e+00)
[2025-09-24 15:40:06,156] [SEDG] [INFO] Epoch:36 || Val  Acc@1: [90.0, 83.0, 71.0, 66.0, 41.0], Val Loss  [0.3281571939587593, 0.5416160374879837, 1.1722953915596008, 1.3434025645256042, 2.331736445426941] || Best Acc@1:88.000
[2025-09-24 15:40:06,156] [SEDG] [INFO] Epoch:36 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.5400500297546387, 2.360389471054077, 2.3266611099243164, 2.5747536420822144, 1.9643959403038025, 2.2605233192443848, 2.4790725708007812, 2.43721342086792, 2.4577609300613403, 2.5850396156311035]
[2025-09-24 15:40:06,181] [SEDG] [INFO] ==================================== Epoch 37 ====================================
[2025-09-24 15:40:25,521] [SEDG] [INFO] Epoch:37 || Train Acc@1 100.00 ( 99.39), Train Cla Loss 1.8044e+00 (1.6273e+00)
[2025-09-24 15:40:26,062] [SEDG] [INFO] Epoch:37 || Val  Acc@1: [90.0, 83.0, 70.0, 66.0, 41.0], Val Loss  [0.3020833730697632, 0.494552344083786, 1.1491492688655853, 1.3500022292137146, 2.3567545413970947] || Best Acc@1:88.000
[2025-09-24 15:40:26,064] [SEDG] [INFO] Epoch:37 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.640046000480652, 2.4813953638076782, 2.4531978368759155, 2.75350022315979, 2.1195760369300842, 2.457955002784729, 2.7539209127426147, 2.760377883911133, 2.7456717491149902, 2.8179768323898315]
[2025-09-24 15:40:26,114] [SEDG] [INFO] ==================================== Epoch 38 ====================================
[2025-09-24 15:40:44,756] [SEDG] [INFO] Epoch:38 || Train Acc@1  99.72 ( 99.35), Train Cla Loss 9.6063e-01 (1.7993e+00)
[2025-09-24 15:40:45,162] [SEDG] [INFO] Epoch:38 || Val  Acc@1: [87.0, 82.0, 67.0, 60.0, 40.0], Val Loss  [0.3164347857236862, 0.48932430148124695, 1.0959264636039734, 1.2850058674812317, 2.2338802814483643] || Best Acc@1:88.000
[2025-09-24 15:40:45,162] [SEDG] [INFO] Epoch:38 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.522535562515259, 2.4185677766799927, 2.404446244239807, 2.653333067893982, 2.0128398537635803, 2.296385884284973, 2.5143582820892334, 2.5095030069351196, 2.5680272579193115, 2.7175426483154297]
[2025-09-24 15:40:45,191] [SEDG] [INFO] ==================================== Epoch 39 ====================================
[2025-09-24 15:41:04,074] [SEDG] [INFO] Epoch:39 || Train Acc@1  99.72 ( 99.37), Train Cla Loss 8.4417e-01 (1.7495e+00)
[2025-09-24 15:41:04,635] [SEDG] [INFO] Epoch:39 || Val  Acc@1: [90.0, 83.0, 68.0, 65.0, 41.0], Val Loss  [0.3203800469636917, 0.5276595652103424, 1.1913309693336487, 1.3953285813331604, 2.4436938762664795] || Best Acc@1:88.000
[2025-09-24 15:41:04,650] [SEDG] [INFO] Epoch:39 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.741104006767273, 2.6605767011642456, 2.6427688598632812, 2.94303297996521, 2.280582904815674, 2.646440267562866, 2.929407000541687, 2.909610629081726, 2.909658432006836, 2.9816641807556152]
[2025-09-24 15:41:04,686] [SEDG] [INFO] ==================================== Epoch 40 ====================================
[2025-09-24 15:41:23,177] [SEDG] [INFO] Epoch:40 || Train Acc@1  97.22 ( 99.33), Train Cla Loss 5.3238e+00 (1.9151e+00)
[2025-09-24 15:41:23,758] [SEDG] [INFO] Epoch:40 || Val  Acc@1: [87.0, 82.0, 66.0, 59.0, 40.0], Val Loss  [0.36715155839920044, 0.5823391675949097, 1.24665367603302, 1.437743902206421, 2.4479029178619385] || Best Acc@1:88.000
[2025-09-24 15:41:23,759] [SEDG] [INFO] Epoch:40 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.673502206802368, 2.5692585706710815, 2.535670042037964, 2.8568369150161743, 2.2672834396362305, 2.671618342399597, 3.009593367576599, 2.9908536672592163, 2.9536396265029907, 2.9754421710968018]
[2025-09-24 15:41:23,805] [SEDG] [INFO] ==================================== Epoch 41 ====================================
[2025-09-24 15:41:43,357] [SEDG] [INFO] Epoch:41 || Train Acc@1  99.72 ( 99.46), Train Cla Loss 9.7690e-01 (1.6114e+00)
[2025-09-24 15:41:43,974] [SEDG] [INFO] Epoch:41 || Val  Acc@1: [92.0, 85.0, 70.0, 66.0, 41.0], Val Loss  [0.25678587704896927, 0.4595806151628494, 1.148022472858429, 1.3654997944831848, 2.4496558904647827] || Best Acc@1:88.000
[2025-09-24 15:41:43,975] [SEDG] [INFO] Epoch:41 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.756925106048584, 2.677621841430664, 2.692740797996521, 3.0223450660705566, 2.4974101781845093, 2.996820569038391, 3.4011638164520264, 3.363077163696289, 3.322110414505005, 3.363819718360901]
[2025-09-24 15:41:44,070] [SEDG] [INFO] ==================================== Epoch 42 ====================================
[2025-09-24 15:42:02,521] [SEDG] [INFO] Epoch:42 || Train Acc@1  96.94 ( 99.49), Train Cla Loss 4.9522e+00 (1.4496e+00)
[2025-09-24 15:42:03,045] [SEDG] [INFO] Epoch:42 || Val  Acc@1: [91.0, 85.0, 70.0, 66.0, 41.0], Val Loss  [0.31251050531864166, 0.5436595380306244, 1.3317357897758484, 1.5472761988639832, 2.669339418411255] || Best Acc@1:88.000
[2025-09-24 15:42:03,045] [SEDG] [INFO] Epoch:42 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.9208379983901978, 2.8315852880477905, 2.829753279685974, 3.22271990776062, 2.708244204521179, 3.2431777715682983, 3.6566940546035767, 3.5743266344070435, 3.4931317567825317, 3.502337336540222]
[2025-09-24 15:42:03,072] [SEDG] [INFO] ==================================== Epoch 43 ====================================
[2025-09-24 15:42:22,536] [SEDG] [INFO] Epoch:43 || Train Acc@1  99.44 ( 99.46), Train Cla Loss 1.2881e+00 (1.5273e+00)
[2025-09-24 15:42:23,146] [SEDG] [INFO] Epoch:43 || Val  Acc@1: [87.0, 83.0, 70.0, 64.0, 40.0], Val Loss  [0.33090829849243164, 0.524124950170517, 1.2310216426849365, 1.4435924291610718, 2.522979736328125] || Best Acc@1:88.000
[2025-09-24 15:42:23,146] [SEDG] [INFO] Epoch:43 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.840564727783203, 2.7973307371139526, 2.853097915649414, 3.2942919731140137, 2.8276699781417847, 3.4325621128082275, 3.900807499885559, 3.841122627258301, 3.748451828956604, 3.729273200035095]
[2025-09-24 15:42:23,184] [SEDG] [INFO] ==================================== Epoch 44 ====================================
[2025-09-24 15:42:41,655] [SEDG] [INFO] Epoch:44 || Train Acc@1  99.72 ( 99.38), Train Cla Loss 1.2370e+00 (1.7846e+00)
[2025-09-24 15:42:42,047] [SEDG] [INFO] Epoch:44 || Val  Acc@1: [87.0, 82.0, 65.0, 59.0, 40.0], Val Loss  [0.4074903130531311, 0.6624275743961334, 1.3825968503952026, 1.5969048142433167, 2.6561135053634644] || Best Acc@1:88.000
[2025-09-24 15:42:42,061] [SEDG] [INFO] Epoch:44 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.9308747053146362, 2.859878897666931, 2.86642849445343, 3.269485831260681, 2.7628179788589478, 3.305785655975342, 3.6611956357955933, 3.488816976547241, 3.3932435512542725, 3.42641544342041]
[2025-09-24 15:42:42,122] [SEDG] [INFO] ==================================== Epoch 45 ====================================
[2025-09-24 15:43:00,868] [SEDG] [INFO] Epoch:45 || Train Acc@1  99.44 ( 99.40), Train Cla Loss 1.1284e+00 (1.6576e+00)
[2025-09-24 15:43:01,347] [SEDG] [INFO] Epoch:45 || Val  Acc@1: [89.0, 82.0, 66.0, 59.0, 40.0], Val Loss  [0.3326617553830147, 0.5785972476005554, 1.33639395236969, 1.5665225386619568, 2.6077487468719482] || Best Acc@1:88.000
[2025-09-24 15:43:01,347] [SEDG] [INFO] Epoch:45 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.8196545839309692, 2.74188232421875, 2.7584986686706543, 3.1504626274108887, 2.653346538543701, 3.1545586585998535, 3.501317262649536, 3.387004852294922, 3.3588603734970093, 3.4718762636184692]
[2025-09-24 15:43:01,376] [SEDG] [INFO] ==================================== Epoch 46 ====================================
[2025-09-24 15:43:20,916] [SEDG] [INFO] Epoch:46 || Train Acc@1  99.72 ( 99.51), Train Cla Loss 8.6198e-01 (1.4432e+00)
[2025-09-24 15:43:21,267] [SEDG] [INFO] Epoch:46 || Val  Acc@1: [84.0, 79.0, 62.0, 59.0, 40.0], Val Loss  [0.4703296422958374, 0.7284548580646515, 1.5091970562934875, 1.693062961101532, 2.716202974319458] || Best Acc@1:88.000
[2025-09-24 15:43:21,268] [SEDG] [INFO] Epoch:46 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.868341088294983, 2.7877033948898315, 2.800479292869568, 3.2106252908706665, 2.7546310424804688, 3.316040277481079, 3.6825497150421143, 3.515055537223816, 3.4290531873703003, 3.4843742847442627]
[2025-09-24 15:43:21,296] [SEDG] [INFO] ==================================== Epoch 47 ====================================
[2025-09-24 15:43:39,982] [SEDG] [INFO] Epoch:47 || Train Acc@1 100.00 ( 99.44), Train Cla Loss 5.7013e-01 (1.5857e+00)
[2025-09-24 15:43:40,593] [SEDG] [INFO] Epoch:47 || Val  Acc@1: [89.0, 82.0, 64.0, 59.0, 40.0], Val Loss  [0.37773652374744415, 0.6459523141384125, 1.444851815700531, 1.6663495302200317, 2.6743335723876953] || Best Acc@1:88.000
[2025-09-24 15:43:40,604] [SEDG] [INFO] Epoch:47 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.810448408126831, 2.6890811920166016, 2.6926547288894653, 3.0836020708084106, 2.6818336248397827, 3.262032985687256, 3.632824182510376, 3.4693732261657715, 3.3908145427703857, 3.455493450164795]
[2025-09-24 15:43:40,632] [SEDG] [INFO] ==================================== Epoch 48 ====================================
[2025-09-24 15:43:59,531] [SEDG] [INFO] Epoch:48 || Train Acc@1  99.17 ( 99.49), Train Cla Loss 3.1735e+00 (1.5060e+00)
[2025-09-24 15:44:00,081] [SEDG] [INFO] Epoch:48 || Val  Acc@1: [83.0, 72.0, 59.0, 58.0, 40.0], Val Loss  [0.6167183369398117, 0.9551357924938202, 1.8009597659111023, 1.9284085631370544, 2.8829013109207153] || Best Acc@1:88.000
[2025-09-24 15:44:00,082] [SEDG] [INFO] Epoch:48 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.9953043460845947, 2.7596248388290405, 2.6927080154418945, 3.0335174798965454, 2.577897071838379, 3.103398084640503, 3.456650733947754, 3.3659459352493286, 3.379849076271057, 3.5518821477890015]
[2025-09-24 15:44:00,106] [SEDG] [INFO] ==================================== Epoch 49 ====================================
[2025-09-24 15:44:18,665] [SEDG] [INFO] Epoch:49 || Train Acc@1  99.72 ( 99.55), Train Cla Loss 1.1797e+00 (1.3321e+00)
[2025-09-24 15:44:19,197] [SEDG] [INFO] Epoch:49 || Val  Acc@1: [87.0, 81.0, 63.0, 59.0, 40.0], Val Loss  [0.39733240008354187, 0.6585127711296082, 1.4786484837532043, 1.6912798881530762, 2.7205196619033813] || Best Acc@1:88.000
[2025-09-24 15:44:19,198] [SEDG] [INFO] Epoch:49 || Test  Acc@1: [38.0, 41.0, 41.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [2.8225799798965454, 2.6012428998947144, 2.538776159286499, 2.8105193376541138, 2.391051411628723, 2.943629026412964, 3.343277096748352, 3.3340970277786255, 3.3844780921936035, 3.5781534910202026]
[2025-09-24 15:44:19,248] [SEDG] [INFO] ==================================== Final Test ====================================
[2025-09-24 15:44:19,683] [SEDG] [INFO] Val  Acc@1: [90.0, 88.0, 89.0, 90.0, 83.0], Val Loss  [0.4176432490348816, 0.3902194947004318, 0.36320942640304565, 0.34862929582595825, 0.4288620948791504]
[2025-09-24 15:44:19,684] [SEDG] [INFO] Test  Acc@1: [75.0, 64.0, 49.0, 32.0, 42.0, 31.0, 25.0, 29.0, 30.0, 28.0], Test Loss [0.5304420590400696, 0.715886116027832, 0.9028075933456421, 1.267173171043396, 1.3400176763534546, 1.5959290266036987, 1.7277584075927734, 1.6591405272483826, 1.6557939648628235, 1.7497755289077759]
[2025-09-24 15:44:19,684] [SEDG] [INFO] -----------------------------------  Report  --------------------------------------
[2025-09-24 15:44:19,686] [SEDG] [INFO] Val  Mean&Var: [(90.0, 0.0), (88.0, 2.8284283), (89.0, 0.70710564), (90.0, 1.4142132), (83.0, 0.70710564)]
[2025-09-24 15:44:19,687] [SEDG] [INFO] Test  Mean&Var: [(75.0, 7.7781754), (64.0, 1.4142132), (49.0, 2.1213207), (32.0, 2.8284273), (42.0, 4.2426414), (31.0, 3.535534), (25.0, 2.1213202), (29.0, 2.1213198), (30.0, 0.0), (28.0, 5.6568546)]
