A 2-layer NN contained in 'main' using ANSI C

Quick start:

To build the executable:

make

To get MNIST data:

./getdata.sh

Run !

./mlp

[0.747 s] acc=89.62%, ce=0.031, 66927.24 samples/sec, 39.59 gflop/s
[1.486 s] acc=91.98%, ce=0.023, 67701.88 samples/sec, 40.05 gflop/s
[2.217 s] acc=93.41%, ce=0.026, 68405.16 samples/sec, 40.47 gflop/s
[2.948 s] acc=94.32%, ce=0.020, 68321.89 samples/sec, 40.42 gflop/s
[3.675 s] acc=94.32%, ce=0.018, 68779.01 samples/sec, 40.69 gflop/s
[4.403 s] acc=95.14%, ce=0.020, 68682.45 samples/sec, 40.63 gflop/s
[5.131 s] acc=94.54%, ce=0.014, 68748.83 samples/sec, 40.67 gflop/s
[5.859 s] acc=95.58%, ce=0.018, 68641.52 samples/sec, 40.61 gflop/s