mmr/tkDNN
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Shelfnet works on cuDNN. To test everything else

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Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
This commit is contained in:
Micaela Verucchi
2020-06-22 18:11:19 +02:00
parent 9f1e30eaa9
commit 6fd261f628
11 changed files with 290 additions and 86 deletions
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src/Shortcut.cpp
+9 -6
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@@ -5,15 +5,18 @@
namespace tk { namespace dnn {
Shortcut::Shortcut(Network *net, Layer *backLayer) : Layer(net) {
Shortcut::Shortcut(Network *net, Layer *backLayer, bool mul) : Layer(net) {
this->backLayer = backLayer;
this->mul = mul;
checkCuda( cudaMalloc(&dstData, output_dim.tot()*sizeof(dnnType)) );
if( /*backLayer->output_dim.c != input_dim.c ||*/
backLayer->output_dim.w != input_dim.w ||
backLayer->output_dim.h != input_dim.h )
FatalError("Shortcut dim missmatch");
//FIXME
// if( /*backLayer->output_dim.c != input_dim.c ||*/
// backLayer->output_dim.w != input_dim.w ||
// backLayer->output_dim.h != input_dim.h )
// FatalError("Shortcut dim missmatch");
}
Shortcut::~Shortcut() {
@@ -26,7 +29,7 @@ dnnType* Shortcut::infer(dataDim_t &dim, dnnType* srcData) {
dataDim_t bdim = this->backLayer->output_dim;
checkCuda(cudaMemcpy(dstData, srcData, dim.tot()*sizeof(dnnType), cudaMemcpyDeviceToDevice));
shortcutForward(this->backLayer->dstData, dstData, dim.n, dim.c, dim.h, dim.w, 1, bdim.n, bdim.c, bdim.h, bdim.w, 1);
shortcutForward(this->backLayer->dstData, dstData, dim.n, dim.c, dim.h, dim.w, 1, bdim.n, bdim.c, bdim.h, bdim.w, 1, mul);
//update data dimensions
dim = output_dim;