| epoch,train_loss,train_acc,val_loss,val_acc,lr,elapsed_sec |
| 1,0.644233,0.6381,0.602019,0.6587,9.990134e-04,26.48 |
| 2,0.591735,0.6939,0.576732,0.6863,9.960574e-04,26.13 |
| 3,0.579074,0.6985,0.567125,0.7075,9.911436e-04,25.47 |
| 4,0.564289,0.7119,0.548576,0.7175,9.842916e-04,25.84 |
| 5,0.562920,0.7194,0.562905,0.7037,9.755283e-04,25.84 |
| 6,0.551921,0.7228,0.541364,0.7163,9.648882e-04,26.58 |
| 7,0.549723,0.7236,0.544294,0.7225,9.524135e-04,25.82 |
| 8,0.541943,0.7282,0.541300,0.7300,9.381533e-04,26.37 |
| 9,0.530513,0.7339,0.605636,0.7137,9.221640e-04,25.94 |
| 10,0.524639,0.7456,0.601834,0.7000,9.045085e-04,25.97 |
| 11,0.515817,0.7511,0.501746,0.7525,8.852566e-04,26.04 |
| 12,0.503494,0.7604,0.493034,0.7588,8.644843e-04,25.77 |
| 13,0.493272,0.7676,0.473193,0.7700,8.422736e-04,25.76 |
| 14,0.472231,0.7718,0.445748,0.7887,8.187120e-04,25.83 |
| 15,0.431415,0.8026,0.420576,0.8063,7.938926e-04,25.96 |
| 16,0.389244,0.8278,0.365641,0.8462,7.679134e-04,25.81 |
| 17,0.349952,0.8521,0.337109,0.8512,7.408768e-04,25.95 |
| 18,0.319770,0.8617,0.319434,0.8625,7.128896e-04,25.94 |
| 19,0.293165,0.8769,0.355115,0.8337,6.840623e-04,26.08 |
| 20,0.278636,0.8818,0.312107,0.8588,6.545085e-04,25.95 |
| 21,0.275209,0.8811,0.263550,0.8925,6.243449e-04,25.85 |
| 22,0.252384,0.8892,0.260908,0.8925,5.936907e-04,25.84 |
| 23,0.235675,0.9039,0.242052,0.8962,5.626666e-04,25.90 |
| 24,0.222806,0.9110,0.300590,0.8712,5.313953e-04,25.97 |
| 25,0.214759,0.9078,0.335655,0.8562,5.000000e-04,25.69 |
| 26,0.203496,0.9147,0.252590,0.8850,4.686047e-04,25.86 |
| 27,0.187121,0.9206,0.240525,0.9150,4.373334e-04,26.16 |
| 28,0.180468,0.9247,0.289481,0.8738,4.063093e-04,26.04 |
| 29,0.170258,0.9319,0.344249,0.8413,3.756551e-04,25.92 |
| 30,0.154691,0.9367,0.260569,0.9025,3.454915e-04,25.93 |
| 31,0.148536,0.9401,0.385871,0.8438,3.159377e-04,26.04 |
| 32,0.127768,0.9497,0.264794,0.8912,2.871104e-04,26.29 |
| 33,0.122753,0.9519,0.255763,0.9075,2.591232e-04,26.06 |
| 34,0.115863,0.9540,0.265869,0.9038,2.320866e-04,26.11 |
| 35,0.105064,0.9576,0.268597,0.9012,2.061074e-04,25.76 |
| 36,0.094669,0.9639,0.252759,0.9000,1.812880e-04,25.91 |
| 37,0.095331,0.9646,0.242427,0.9050,1.577264e-04,26.41 |
| 38,0.079556,0.9711,0.249780,0.9025,1.355157e-04,26.36 |
| 39,0.067110,0.9786,0.256844,0.9125,1.147434e-04,25.80 |
| 40,0.068484,0.9742,0.266547,0.9038,9.549150e-05,26.05 |
| 41,0.061276,0.9769,0.270602,0.9025,7.783604e-05,26.26 |
| 42,0.058383,0.9796,0.266439,0.9113,6.184666e-05,26.43 |
| 43,0.053059,0.9808,0.280255,0.9000,4.758647e-05,26.23 |
| 44,0.053264,0.9817,0.270421,0.9100,3.511176e-05,25.96 |
| 45,0.049399,0.9825,0.268031,0.9050,2.447174e-05,26.07 |
| 46,0.050030,0.9831,0.284769,0.9050,1.570842e-05,25.94 |
| 47,0.051315,0.9824,0.274051,0.9062,8.856375e-06,26.13 |
| 48,0.047083,0.9849,0.269627,0.9075,3.942649e-06,26.44 |
| 49,0.050237,0.9839,0.277775,0.9062,9.866358e-07,25.80 |
| 50,0.047390,0.9849,0.275470,0.9050,0.000000e+00,26.02 |
|
|
