https://github.com/pengsun/MexConv3D
Tip revision: b84a25240acc21dd2dc90c91074baa43139d02dc authored by Peng Sun on 21 November 2016, 04:04:21 UTC
add example/example_simplenet/*
add example/example_simplenet/*
Tip revision: b84a252
mex_conv3d.cpp
#include "mex.h"
#include "src/conv3d.h"
#include "src/wrapperMx.h"
namespace {
void cleanup () {
conv3d_releaseWhenUnloadMex();
}
}
// "Y = MEX_CONV3D(X,F,B); forward pass"
// "[dX,dF,dB] = MEX_CONV3D(X,F,B, dY); backward pass"
// "MEX_CONV3D(..., 'stride',s, 'pad',pad); options"
void mexFunction(int no, mxArray *vo[],
int ni, mxArray const *vi[])
{
mexAtExit( cleanup );
#ifdef WITH_CUDNN
factory_c3d_withcudnn factory;
#else
factory_c3d_homebrew factory;
#endif
conv3d* h = 0; // TODO: consider unique_ptr?
try {
h = factory.parse_and_create(no,vo,ni,vi);
assert(h != 0);
// do the job and set output
if (h->ct == conv3d::FPROP) {
h->fprop();
vo[0] = h->Y.getMxArray();
}
if (h->ct == conv3d::BPROP) {
h->bprop();
vo[0] = h->dX.getMxArray();
vo[1] = h->dF.getMxArray();
vo[2] = h->dB.getMxArray();
}
// done: cleanup
safe_delete(h);
}
catch (const conv3d_ex& e) {
safe_delete(h);
mexErrMsgTxt( e.what() );
}
}