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Shelfnet works on tensorRT (shortcut need to be fixed)

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Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
This commit is contained in:
Micaela Verucchi
2020-06-23 12:50:24 +02:00
parent 6fd261f628
commit 94e558003d
9 changed files with 75 additions and 100 deletions
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src/NetworkRT.cpp
+16 -5
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@@ -236,6 +236,8 @@ ILayer* NetworkRT::convert_layer(ITensor *input, Layer *l) {
return convert_layer(input, (Flatten*) l);
if(type == LAYER_RESHAPE)
return convert_layer(input, (Reshape*) l);
if(type == LAYER_RESIZE)
return convert_layer(input, (Resize*) l);
if(type == LAYER_REORG)
return convert_layer(input, (Reorg*) l);
if(type == LAYER_REGION)
@@ -389,13 +391,13 @@ ILayer* NetworkRT::convert_layer(ITensor *input, Activation *l) {
#if NV_TENSORRT_MAJOR < 6
// plugin version
IPlugin *plugin = new ActivationLeakyRT();
IPlugin *plugin = new ActivationLeakyRT(l->slope);
IPluginLayer *lRT = networkRT->addPlugin(&input, 1, *plugin);
checkNULL(lRT);
return lRT;
#else
IActivationLayer *lRT = networkRT->addActivation(*input, ActivationType::kLEAKY_RELU);
lRT->setAlpha(0.1);
lRT->setAlpha(l->slope);
checkNULL(lRT);
return lRT;
#endif
@@ -469,13 +471,22 @@ ILayer* NetworkRT::convert_layer(ITensor *input, Flatten *l) {
ILayer* NetworkRT::convert_layer(ITensor *input, Reshape *l) {
// std::cout<<"convert Reshape\n";
l->output_dim.print();
IPlugin *plugin = new ReshapeRT(l->output_dim);
IPluginLayer *lRT = networkRT->addPlugin(&input, 1, *plugin);
checkNULL(lRT);
return lRT;
}
ILayer* NetworkRT::convert_layer(ITensor *input, Resize *l) {
// std::cout<<"convert Resize\n";
IResizeLayer *lRT = networkRT->addResize(*input); //default is kNEAREST
checkNULL(lRT);
Dims d{};
lRT->setOutputDimensions(DimsCHW{l->output_dim.c, l->output_dim.h, l->output_dim.w});
return lRT;
}
ILayer* NetworkRT::convert_layer(ITensor *input, Reorg *l) {
//std::cout<<"convert Reorg\n";
@@ -503,7 +514,7 @@ ILayer* NetworkRT::convert_layer(ITensor *input, Shortcut *l) {
ITensor *back_tens = tensors[l->backLayer];
if(l->backLayer->output_dim.c == l->output_dim.c)
if(false) //l->backLayer->output_dim.c == l->output_dim.c && !l->mul) FIXME
{
IElementWiseLayer *lRT = networkRT->addElementWise(*input, *back_tens, ElementWiseOperation::kSUM);
checkNULL(lRT);
@@ -641,7 +652,7 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
//std::cout<<name<<std::endl;
if(name.find("ActivationLeaky") == 0) {
ActivationLeakyRT *a = new ActivationLeakyRT();
ActivationLeakyRT *a = new ActivationLeakyRT(readBUF<float>(buf));
a->size = readBUF<int>(buf);
return a;
}