| epoch,train_loss,train_acc,val_loss,val_acc,lr,elapsed_sec |
| 1,0.680982,0.5578,0.634573,0.6562,9.990134e-04,48.83 |
| 2,0.614991,0.5837,0.556423,0.7238,9.960574e-04,47.95 |
| 3,0.580431,0.6325,0.607364,0.6987,9.911436e-04,47.98 |
| 4,0.536456,0.6528,0.389945,0.8263,9.842916e-04,47.98 |
| 5,0.490917,0.6783,0.387456,0.8213,9.755283e-04,47.96 |
| 6,0.460089,0.6900,0.313540,0.8912,9.648882e-04,48.00 |
| 7,0.455999,0.7043,0.332954,0.8975,9.524135e-04,47.91 |
| 8,0.448642,0.6993,0.355465,0.8475,9.381533e-04,48.04 |
| 9,0.445141,0.7003,0.280587,0.8988,9.221640e-04,47.96 |
| 10,0.423839,0.7056,0.302984,0.8988,9.045085e-04,47.99 |
| 11,0.413375,0.7158,0.228135,0.9163,8.852566e-04,47.88 |
| 12,0.400022,0.6994,0.230482,0.9275,8.644843e-04,48.01 |
| 13,0.381385,0.7293,0.464979,0.7562,8.422736e-04,47.90 |
| 14,0.388936,0.7079,0.207416,0.9337,8.187120e-04,47.96 |
| 15,0.394516,0.6974,0.237895,0.9038,7.938926e-04,48.06 |
| 16,0.386716,0.7342,0.245419,0.9012,7.679134e-04,48.01 |
| 17,0.373987,0.7207,0.191081,0.9350,7.408768e-04,47.95 |
| 18,0.380794,0.7208,0.212000,0.9463,7.128896e-04,47.79 |
| 19,0.374007,0.7190,0.408622,0.7800,6.840623e-04,47.97 |
| 20,0.362988,0.7569,0.186964,0.9413,6.545085e-04,47.95 |
| 21,0.363012,0.7342,0.319434,0.8488,6.243449e-04,47.88 |
| 22,0.332344,0.7271,0.219234,0.9113,5.936907e-04,48.00 |
| 23,0.334301,0.7290,0.179129,0.9537,5.626666e-04,47.88 |
| 24,0.344770,0.7288,0.216278,0.9300,5.313953e-04,47.94 |
| 25,0.335229,0.7383,0.189248,0.9325,5.000000e-04,47.89 |
| 26,0.330530,0.7194,0.161238,0.9513,4.686047e-04,47.89 |
| 27,0.322090,0.7472,0.167292,0.9463,4.373334e-04,47.95 |
| 28,0.317650,0.7406,0.209751,0.9237,4.063093e-04,47.93 |
| 29,0.306965,0.7272,0.180544,0.9500,3.756551e-04,47.88 |
| 30,0.292190,0.7526,0.172570,0.9425,3.454915e-04,47.94 |
| 31,0.296141,0.7518,0.233979,0.9125,3.159377e-04,47.91 |
| 32,0.317594,0.7403,0.153129,0.9600,2.871104e-04,47.95 |
| 33,0.305534,0.7490,0.236974,0.9025,2.591232e-04,47.84 |
| 34,0.302455,0.7242,0.204172,0.9200,2.320866e-04,47.88 |
| 35,0.290231,0.7260,0.270424,0.8925,2.061074e-04,47.92 |
| 36,0.274500,0.7139,0.201267,0.9250,1.812880e-04,47.96 |
| 37,0.293888,0.7488,0.186981,0.9413,1.577264e-04,47.99 |
| 38,0.288709,0.7690,0.189871,0.9387,1.355157e-04,47.94 |
| 39,0.279540,0.7761,0.190685,0.9350,1.147434e-04,47.92 |
| 40,0.271065,0.7762,0.211863,0.9213,9.549150e-05,47.93 |
| 41,0.255988,0.7544,0.191279,0.9313,7.783604e-05,47.91 |
| 42,0.275567,0.7750,0.193660,0.9313,6.184666e-05,47.91 |
| 43,0.277639,0.7600,0.206724,0.9187,4.758647e-05,47.92 |
| 44,0.277925,0.7449,0.198917,0.9325,3.511176e-05,48.02 |
| 45,0.279428,0.7501,0.210486,0.9250,2.447174e-05,47.89 |
| 46,0.256196,0.7588,0.183768,0.9313,1.570842e-05,48.00 |
| 47,0.263824,0.7539,0.193753,0.9300,8.856375e-06,47.81 |
| 48,0.288427,0.7296,0.200399,0.9363,3.942649e-06,48.00 |
| 49,0.272421,0.7426,0.194071,0.9313,9.866358e-07,48.05 |
| 50,0.271032,0.7722,0.196777,0.9325,0.000000e+00,47.95 |
|
|
