mkdir build && cd build
cmake .. -DCMAKE_BUILD_TYPE=Release
make
mkdir mnist_data && cd mnist_data
wget -c http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz
wget -c http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz
wget -c http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz
wget -c http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz
gunzip train-images-idx3-ubyte.gz 
gunzip train-labels-idx1-ubyte.gz 
gunzip t10k-labels-idx1-ubyte.gz 
gunzip t10k-images-idx3-ubyte.gz 
cd .. && ./mnist

conv 1 32 5 relu
maxpool 2
conv 32 64 5 relu
maxpool 2
conv 64 128 3 relu
fc 4 * 128 128 relu
fc 128 10 relu
softmax

shuffle = true
batch_size = 128
learning_rate = 0.003
L2 = 0.0001
beta = 0.99