| epoch,train_loss,train_acc,val_loss,val_acc,lr,elapsed_sec |
| 1,0.678443,0.5842,0.655026,0.6000,9.990134e-04,25.58 |
| 2,0.636568,0.6379,0.721078,0.5787,9.960574e-04,24.77 |
| 3,0.611041,0.6640,0.756427,0.5787,9.911436e-04,24.87 |
| 4,0.600563,0.6817,0.619807,0.6675,9.842916e-04,24.96 |
| 5,0.581585,0.6936,0.646664,0.6388,9.755283e-04,24.94 |
| 6,0.573239,0.6925,0.536377,0.7200,9.648882e-04,24.98 |
| 7,0.545817,0.7268,0.535252,0.7188,9.524135e-04,25.05 |
| 8,0.517289,0.7415,0.557605,0.7125,9.381533e-04,25.01 |
| 9,0.484947,0.7678,0.480453,0.7650,9.221640e-04,25.03 |
| 10,0.438823,0.7950,0.410060,0.8187,9.045085e-04,24.98 |
| 11,0.402815,0.8204,0.427451,0.7837,8.852566e-04,25.09 |
| 12,0.357495,0.8432,0.363811,0.8250,8.644843e-04,25.17 |
| 13,0.323002,0.8639,0.340508,0.8575,8.422736e-04,25.04 |
| 14,0.302348,0.8719,0.294783,0.8788,8.187120e-04,24.92 |
| 15,0.269113,0.8836,0.259170,0.9000,7.938926e-04,24.95 |
| 16,0.253298,0.8969,0.260006,0.8975,7.679134e-04,25.10 |
| 17,0.244489,0.9033,0.233271,0.9062,7.408768e-04,24.96 |
| 18,0.234888,0.8988,0.306149,0.8688,7.128896e-04,24.92 |
| 19,0.222009,0.9113,0.236427,0.9012,6.840623e-04,25.01 |
| 20,0.200004,0.9214,0.224942,0.9087,6.545085e-04,25.05 |
| 21,0.201477,0.9201,0.266068,0.9025,6.243449e-04,25.09 |
| 22,0.174341,0.9300,0.223007,0.9087,5.936907e-04,25.01 |
| 23,0.167837,0.9329,0.228407,0.9050,5.626666e-04,25.03 |
| 24,0.154001,0.9376,0.202353,0.9213,5.313953e-04,25.18 |
| 25,0.140478,0.9440,0.273406,0.8688,5.000000e-04,25.06 |
| 26,0.136519,0.9458,0.199312,0.9087,4.686047e-04,25.05 |
| 27,0.113301,0.9540,0.237282,0.9125,4.373334e-04,25.10 |
| 28,0.107787,0.9601,0.221331,0.9200,4.063093e-04,25.05 |
| 29,0.108178,0.9593,0.208261,0.9163,3.756551e-04,24.97 |
| 30,0.097689,0.9642,0.214886,0.9100,3.454915e-04,24.94 |
| 31,0.076251,0.9729,0.198679,0.9187,3.159377e-04,24.99 |
| 32,0.070404,0.9736,0.218553,0.9263,2.871104e-04,24.99 |
| 33,0.065264,0.9751,0.203355,0.9313,2.591232e-04,25.00 |
| 34,0.064188,0.9754,0.212928,0.9225,2.320866e-04,25.05 |
| 35,0.051030,0.9822,0.186317,0.9325,2.061074e-04,25.12 |
| 36,0.050571,0.9812,0.223249,0.9163,1.812880e-04,24.97 |
| 37,0.046250,0.9829,0.192499,0.9363,1.577264e-04,24.99 |
| 38,0.037840,0.9883,0.200607,0.9387,1.355157e-04,24.95 |
| 39,0.034231,0.9889,0.215566,0.9287,1.147434e-04,25.00 |
| 40,0.033002,0.9882,0.205470,0.9313,9.549150e-05,24.98 |
| 41,0.032222,0.9899,0.208430,0.9350,7.783604e-05,25.00 |
| 42,0.029429,0.9906,0.208674,0.9313,6.184666e-05,24.96 |
| 43,0.024150,0.9928,0.222325,0.9325,4.758647e-05,24.98 |
| 44,0.018993,0.9950,0.215400,0.9313,3.511176e-05,25.04 |
| 45,0.021641,0.9933,0.209325,0.9250,2.447174e-05,24.99 |
| 46,0.019403,0.9950,0.212346,0.9313,1.570842e-05,24.95 |
| 47,0.020913,0.9947,0.220346,0.9375,8.856375e-06,24.92 |
| 48,0.019670,0.9939,0.204209,0.9263,3.942649e-06,24.99 |
| 49,0.018476,0.9951,0.205299,0.9287,9.866358e-07,25.01 |
| 50,0.018988,0.9949,0.207679,0.9325,0.000000e+00,25.01 |
|
|
