Extracting MNIST_data/train-images-idx3-ubyte.gz
Extracting MNIST_data/train-labels-idx1-ubyte.gz
Extracting MNIST_data/t10k-images-idx3-ubyte.gz
Extracting MNIST_data/t10k-labels-idx1-ubyte.gz
Total batch: 550
Epoch: 0, Train Error: 2.30271, Validation Error: 2.30257, Test Accuracy: 0.09800
Epoch: 1, Train Error: 0.45268, Validation Error: 0.43121, Test Accuracy: 0.88920
Epoch: 2, Train Error: 0.38823, Validation Error: 0.36660, Test Accuracy: 0.90370
Epoch: 3, Train Error: 0.36133, Validation Error: 0.34099, Test Accuracy: 0.90890
Epoch: 4, Train Error: 0.34381, Validation Error: 0.32437, Test Accuracy: 0.91200
Epoch: 5, Train Error: 0.33246, Validation Error: 0.31375, Test Accuracy: 0.91320
Epoch: 6, Train Error: 0.32394, Validation Error: 0.30603, Test Accuracy: 0.91500
Epoch: 7, Train Error: 0.31746, Validation Error: 0.30059, Test Accuracy: 0.91560
Epoch: 8, Train Error: 0.31214, Validation Error: 0.29624, Test Accuracy: 0.91680
Epoch: 9, Train Error: 0.30817, Validation Error: 0.29277, Test Accuracy: 0.91710
Epoch: 10, Train Error: 0.30382, Validation Error: 0.28908, Test Accuracy: 0.91810
Epoch: 11, Train Error: 0.30079, Validation Error: 0.28666, Test Accuracy: 0.91890
Epoch: 12, Train Error: 0.29812, Validation Error: 0.28494, Test Accuracy: 0.91930
Epoch: 13, Train Error: 0.29524, Validation Error: 0.28253, Test Accuracy: 0.91990
Epoch: 14, Train Error: 0.29342, Validation Error: 0.28064, Test Accuracy: 0.92040
Epoch: 15, Train Error: 0.29139, Validation Error: 0.28033, Test Accuracy: 0.91950
Epoch: 16, Train Error: 0.28926, Validation Error: 0.27790, Test Accuracy: 0.92110
Epoch: 17, Train Error: 0.28726, Validation Error: 0.27691, Test Accuracy: 0.92160
Epoch: 18, Train Error: 0.28580, Validation Error: 0.27549, Test Accuracy: 0.92180
Epoch: 19, Train Error: 0.28480, Validation Error: 0.27497, Test Accuracy: 0.92250
Epoch: 20, Train Error: 0.28287, Validation Error: 0.27353, Test Accuracy: 0.92150
Epoch: 21, Train Error: 0.28197, Validation Error: 0.27298, Test Accuracy: 0.92180
Epoch: 22, Train Error: 0.28047, Validation Error: 0.27159, Test Accuracy: 0.92200
Epoch: 23, Train Error: 0.27936, Validation Error: 0.27101, Test Accuracy: 0.92240
Epoch: 24, Train Error: 0.27886, Validation Error: 0.27110, Test Accuracy: 0.92220
Epoch: 25, Train Error: 0.27783, Validation Error: 0.26968, Test Accuracy: 0.92190
Epoch: 26, Train Error: 0.27652, Validation Error: 0.26936, Test Accuracy: 0.92240
Epoch: 27, Train Error: 0.27559, Validation Error: 0.26898, Test Accuracy: 0.92280
Epoch: 28, Train Error: 0.27555, Validation Error: 0.26977, Test Accuracy: 0.92370
Epoch: 29, Train Error: 0.27399, Validation Error: 0.26819, Test Accuracy: 0.92290
Epoch: 30, Train Error: 0.27316, Validation Error: 0.26754, Test Accuracy: 0.92280
Epoch: 31, Train Error: 0.27262, Validation Error: 0.26733, Test Accuracy: 0.92300
Epoch: 32, Train Error: 0.27181, Validation Error: 0.26704, Test Accuracy: 0.92160
Epoch: 33, Train Error: 0.27137, Validation Error: 0.26673, Test Accuracy: 0.92340
Epoch: 34, Train Error: 0.27055, Validation Error: 0.26663, Test Accuracy: 0.92330
Epoch: 35, Train Error: 0.26984, Validation Error: 0.26597, Test Accuracy: 0.92330
Epoch: 36, Train Error: 0.26916, Validation Error: 0.26527, Test Accuracy: 0.92360
Epoch: 37, Train Error: 0.26878, Validation Error: 0.26520, Test Accuracy: 0.92290
Epoch: 38, Train Error: 0.26841, Validation Error: 0.26433, Test Accuracy: 0.92340
Epoch: 39, Train Error: 0.26784, Validation Error: 0.26436, Test Accuracy: 0.92350
Epoch: 40, Train Error: 0.26712, Validation Error: 0.26463, Test Accuracy: 0.92360
Epoch: 41, Train Error: 0.26702, Validation Error: 0.26505, Test Accuracy: 0.92390
Epoch: 42, Train Error: 0.26610, Validation Error: 0.26391, Test Accuracy: 0.92260
Epoch: 43, Train Error: 0.26556, Validation Error: 0.26336, Test Accuracy: 0.92330
Epoch: 44, Train Error: 0.26537, Validation Error: 0.26327, Test Accuracy: 0.92340
Epoch: 45, Train Error: 0.26465, Validation Error: 0.26280, Test Accuracy: 0.92330
Epoch: 46, Train Error: 0.26447, Validation Error: 0.26348, Test Accuracy: 0.92480
Epoch: 47, Train Error: 0.26404, Validation Error: 0.26349, Test Accuracy: 0.92390
Epoch: 48, Train Error: 0.26354, Validation Error: 0.26289, Test Accuracy: 0.92330
Epoch: 49, Train Error: 0.26311, Validation Error: 0.26254, Test Accuracy: 0.92360