| epoch,train_loss,train_acc,val_loss,val_acc,lr,elapsed_sec |
| 1,0.740547,0.5822,0.670832,0.6212,4.995067e-04,162.43 |
| 2,0.673413,0.6293,0.664642,0.6325,4.980287e-04,161.60 |
| 3,0.664199,0.6426,0.713126,0.6763,4.955718e-04,161.45 |
| 4,0.661823,0.6432,0.631156,0.6713,4.921458e-04,161.44 |
| 5,0.650840,0.6603,0.647439,0.6550,4.877641e-04,161.34 |
| 6,0.652331,0.6571,0.631171,0.6913,4.824441e-04,161.29 |
| 7,0.645701,0.6706,0.610008,0.7188,4.762068e-04,161.42 |
| 8,0.638346,0.6776,0.608472,0.7288,4.690767e-04,161.47 |
| 9,0.640464,0.6763,0.608383,0.7238,4.610820e-04,161.43 |
| 10,0.635802,0.6842,0.623903,0.7025,4.522542e-04,161.23 |
| 11,0.632505,0.6867,0.645290,0.7050,4.426283e-04,161.31 |
| 12,0.631033,0.6867,0.612895,0.7250,4.322422e-04,161.38 |
| 13,0.628589,0.6951,0.603211,0.7312,4.211368e-04,161.31 |
| 14,0.624571,0.6972,0.632504,0.7375,4.093560e-04,161.31 |
| 15,0.626181,0.6958,0.611804,0.7388,3.969463e-04,161.29 |
| 16,0.621190,0.6982,0.589898,0.7662,3.839567e-04,161.32 |
| 17,0.619069,0.7043,0.594120,0.7512,3.704384e-04,161.24 |
| 18,0.619688,0.7078,0.582570,0.7725,3.564448e-04,161.17 |
| 19,0.612435,0.7140,0.587118,0.7438,3.420311e-04,161.21 |
| 20,0.614179,0.7125,0.583163,0.7662,3.272542e-04,161.37 |
| 21,0.613633,0.7114,0.584706,0.7662,3.121725e-04,161.29 |
| 22,0.608119,0.7194,0.587738,0.7488,2.968453e-04,161.30 |
| 23,0.604900,0.7233,0.592553,0.7562,2.813333e-04,161.33 |
| 24,0.608141,0.7161,0.575575,0.7788,2.656976e-04,161.14 |
| 25,0.603821,0.7192,0.570351,0.7887,2.500000e-04,161.20 |
| 26,0.597700,0.7374,0.575003,0.7812,2.343024e-04,161.12 |
| 27,0.596823,0.7297,0.580783,0.7562,2.186667e-04,161.22 |
| 28,0.595277,0.7392,0.576423,0.7738,2.031547e-04,161.34 |
| 29,0.589638,0.7397,0.578443,0.7688,1.878275e-04,161.26 |
| 30,0.590712,0.7428,0.576379,0.7900,1.727458e-04,161.33 |
| 31,0.589526,0.7464,0.570384,0.7825,1.579689e-04,161.16 |
| 32,0.588330,0.7442,0.565734,0.7863,1.435552e-04,161.30 |
| 33,0.584769,0.7481,0.581504,0.7700,1.295616e-04,161.10 |
| 34,0.582803,0.7453,0.564120,0.7925,1.160433e-04,161.17 |
| 35,0.578925,0.7558,0.565455,0.7837,1.030537e-04,161.20 |
| 36,0.573140,0.7632,0.569381,0.8025,9.064400e-05,161.22 |
| 37,0.573065,0.7597,0.560922,0.8025,7.886322e-05,161.22 |
| 38,0.573843,0.7662,0.562490,0.8063,6.775784e-05,161.13 |
| 39,0.567062,0.7693,0.566152,0.8013,5.737169e-05,161.17 |
| 40,0.566343,0.7696,0.562954,0.8200,4.774575e-05,161.20 |
| 41,0.558574,0.7765,0.552812,0.8237,3.891802e-05,161.32 |
| 42,0.561053,0.7786,0.560432,0.7963,3.092333e-05,161.13 |
| 43,0.562574,0.7760,0.554364,0.8087,2.379324e-05,161.28 |
| 44,0.558446,0.7810,0.560154,0.8037,1.755588e-05,161.30 |
| 45,0.554647,0.7840,0.556155,0.8150,1.223587e-05,161.29 |
| 46,0.553427,0.7860,0.557128,0.8163,7.854210e-06,161.26 |
| 47,0.553275,0.7846,0.555610,0.8087,4.428187e-06,161.18 |
| 48,0.552505,0.7851,0.553087,0.8163,1.971325e-06,161.40 |
| 49,0.549808,0.7892,0.554638,0.8213,4.933179e-07,161.14 |
| 50,0.547333,0.7903,0.555519,0.8175,0.000000e+00,161.11 |
|
|
