| epoch,train_loss,train_acc,val_loss,val_acc,lr,elapsed_sec |
| 1,0.677037,0.6429,0.597054,0.7025,2.997040e-04,162.20 |
| 2,0.558686,0.7201,0.602873,0.6675,2.988172e-04,161.65 |
| 3,0.503006,0.7601,0.418764,0.8125,2.973431e-04,161.53 |
| 4,0.408297,0.8206,0.341153,0.8575,2.952875e-04,161.67 |
| 5,0.326707,0.8646,0.281057,0.9075,2.926585e-04,161.52 |
| 6,0.294721,0.8815,0.257458,0.8962,2.894665e-04,161.54 |
| 7,0.263133,0.8982,0.217332,0.9213,2.857241e-04,161.59 |
| 8,0.247866,0.9026,0.243834,0.9000,2.814460e-04,161.52 |
| 9,0.219150,0.9117,0.245670,0.9000,2.766492e-04,161.60 |
| 10,0.207711,0.9146,0.220883,0.9062,2.713525e-04,161.49 |
| 11,0.181330,0.9301,0.227037,0.9213,2.655770e-04,161.57 |
| 12,0.168487,0.9343,0.280655,0.8962,2.593453e-04,161.47 |
| 13,0.155828,0.9389,0.207982,0.9237,2.526821e-04,161.49 |
| 14,0.135922,0.9467,0.322941,0.8912,2.456136e-04,161.43 |
| 15,0.122117,0.9540,0.295415,0.8938,2.381678e-04,161.54 |
| 16,0.105737,0.9606,0.773898,0.7588,2.303740e-04,161.60 |
| 17,0.100843,0.9615,0.266813,0.9175,2.222631e-04,161.49 |
| 18,0.091940,0.9668,0.264832,0.9125,2.138669e-04,161.44 |
| 19,0.065912,0.9768,0.216479,0.9250,2.052187e-04,161.47 |
| 20,0.066033,0.9732,0.258146,0.9225,1.963525e-04,161.57 |
| 21,0.058529,0.9779,0.214877,0.9313,1.873035e-04,161.52 |
| 22,0.052734,0.9807,0.312332,0.9062,1.781072e-04,161.48 |
| 23,0.047521,0.9825,0.235117,0.9237,1.688000e-04,161.57 |
| 24,0.026443,0.9911,0.291642,0.9200,1.594186e-04,161.50 |
| 25,0.045619,0.9844,0.231105,0.9487,1.500000e-04,161.57 |
| 26,0.038997,0.9843,0.306006,0.9137,1.405814e-04,161.34 |
| 27,0.022613,0.9917,0.362936,0.8988,1.312000e-04,161.45 |
| 28,0.021203,0.9919,0.252571,0.9350,1.218928e-04,161.58 |
| 29,0.019378,0.9933,0.353105,0.9113,1.126965e-04,161.45 |
| 30,0.021100,0.9922,0.283530,0.9263,1.036475e-04,161.57 |
| 31,0.018652,0.9938,0.286066,0.9287,9.478132e-05,161.52 |
| 32,0.018955,0.9926,0.300628,0.9325,8.613311e-05,161.50 |
| 33,0.015375,0.9953,0.345632,0.9313,7.773695e-05,161.38 |
| 34,0.018458,0.9938,0.355061,0.9100,6.962598e-05,161.40 |
| 35,0.011025,0.9967,0.285026,0.9363,6.183221e-05,161.53 |
| 36,0.008431,0.9974,0.281205,0.9287,5.438640e-05,161.43 |
| 37,0.007563,0.9976,0.281499,0.9350,4.731793e-05,161.52 |
| 38,0.005563,0.9981,0.295928,0.9337,4.065471e-05,161.37 |
| 39,0.007274,0.9979,0.274660,0.9313,3.442301e-05,161.46 |
| 40,0.004730,0.9992,0.293597,0.9337,2.864745e-05,161.47 |
| 41,0.004784,0.9985,0.280422,0.9375,2.335081e-05,161.49 |
| 42,0.006701,0.9981,0.279327,0.9475,1.855400e-05,161.43 |
| 43,0.004629,0.9986,0.280022,0.9425,1.427594e-05,161.46 |
| 44,0.004282,0.9990,0.281232,0.9437,1.053353e-05,161.40 |
| 45,0.003067,0.9997,0.274305,0.9363,7.341523e-06,161.44 |
| 46,0.003046,0.9990,0.283863,0.9387,4.712526e-06,161.41 |
| 47,0.003198,0.9993,0.277985,0.9413,2.656912e-06,161.46 |
| 48,0.002702,0.9996,0.272599,0.9387,1.182795e-06,161.62 |
| 49,0.002879,0.9993,0.281732,0.9400,2.959907e-07,161.39 |
| 50,0.002733,0.9994,0.283446,0.9387,0.000000e+00,161.41 |
|
|
