void MKLDNNBatchNormLayer::reshape(
int& bs, int& ic, int& ih, int& iw, int& oc, int& oh, int& ow) {
reshapeInput(bs, ih, iw);
oh = ih;
ow = iw;
// ic_ and oc can not be changed
CHECK_EQ((size_t)ic,
inputLayers_[0]->getOutputValue()->getElementCnt() / bs / ih / iw)
<< "Input channel can not be changed";
reshapeOutput(oh, ow);
resizeOutput(bs, oc * oh * ow);
}
static int GL_resize(struct DriverInstance* sh, int width, int height,
char* error_text, int text_len)
{
if (sh->win_xsize != width || sh->win_ysize != height)
{
sh->win_xsize = width;
sh->win_ysize = height;
glViewport(0, 0, sh->win_xsize, sh->win_ysize);
resizeOutput(sh->win_xsize,sh->win_ysize);
}
return 1;
}
void MKLDNNConvLayer::reshape(
int& bs, int& ic, int& ih, int& iw, int& oc, int& oh, int& ow) {
reshapeInput(bs, ih, iw);
// cal output sizes
// oc can not be changed
int fh = (fh_ - 1) * dh_ + 1;
int fw = (fw_ - 1) * dw_ + 1;
oh = outputSize(ih, fh, ph_, sh_, caffeMode_);
ow = outputSize(iw, fw, pw_, sw_, caffeMode_);
reshapeOutput(oh, ow);
resizeOutput(bs, oc * oh * ow);
}
void MKLDNNPoolLayer::reshape(
int& bs, int& ic, int& ih, int& iw, int& oc, int& oh, int& ow) {
reshapeInput(bs, ih, iw);
// ic_ and oc can not be changed
CHECK_EQ((size_t)ic,
inputLayers_[0]->getOutputValue()->getElementCnt() / bs / ih / iw)
<< "Input channel can not be changed";
// cal output sizes
// paddle used false caffeMode for pooling
oh = outputSize(ih, fh_, ph_, sh_, false);
ow = outputSize(iw, fw_, pw_, sw_, false);
reshapeOutput(oh, ow);
resizeOutput(bs, oc * oh * ow);
}
void MKLDNNAddtoLayer::reshape(
int& bs, int& ic, int& ih, int& iw, int& oc, int& oh, int& ow) {
CHECK_EQ(layerSize_, getSize()) << "this layer size can not be changed";
reshapeInput(bs, ih, iw);
ic = inputLayers_[0]->getSize() / ih / iw;
CHECK_EQ((size_t)ic * ih * iw, inputLayers_[0]->getSize());
CHECK_EQ(inputLayers_[0]->getOutputValue()->getElementCnt(),
(size_t)bs * ic * ih * iw);
for (size_t i = 0; i < inputLayers_.size(); i++) {
CHECK_EQ(int64_t(bs), inputLayers_[i]->getOutput().getBatchSize());
CHECK_EQ(layerSize_, inputLayers_[i]->getSize());
}
oc = ic;
oh = ih;
ow = iw;
reshapeOutput(oh, ow);
resizeOutput(bs, oc * oh * ow);
}