thebears/deepstream_yolo
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Big update

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This commit is contained in:
Marcos Luciano
2023-05-19 03:05:43 -03:00
parent 68f762d5bd
commit 07feae9509
86 changed files with 1523 additions and 5223 deletions
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11
nvdsinfer_custom_impl_Yolo/layers/shortcut_layer.cpp
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@@ -8,7 +8,7 @@
#include <cassert>
nvinfer1::ITensor*
shortcutLayer(int layerIdx, std::string mode, std::string activation, std::string inputVol, std::string shortcutVol,
shortcutLayer(int layerIdx, std::string activation, std::string inputVol, std::string shortcutVol,
std::map<std::string, std::string>& block, nvinfer1::ITensor* input, nvinfer1::ITensor* shortcutInput,
nvinfer1::INetworkDefinition* network)
{
@@ -16,12 +16,7 @@ shortcutLayer(int layerIdx, std::string mode, std::string activation, std::strin
assert(block.at("type") == "shortcut");
nvinfer1::ElementWiseOperation operation = nvinfer1::ElementWiseOperation::kSUM;
if (mode == "mul")
operation = nvinfer1::ElementWiseOperation::kPROD;
if (mode == "add" && inputVol != shortcutVol) {
if (inputVol != shortcutVol) {
nvinfer1::ISliceLayer* slice = network->addSlice(*shortcutInput, nvinfer1::Dims{3, {0, 0, 0}}, input->getDimensions(),
nvinfer1::Dims{3, {1, 1, 1}});
assert(slice != nullptr);
@@ -32,7 +27,7 @@ shortcutLayer(int layerIdx, std::string mode, std::string activation, std::strin
else
output = shortcutInput;
nvinfer1::IElementWiseLayer* shortcut = network->addElementWise(*input, *output, operation);
nvinfer1::IElementWiseLayer* shortcut = network->addElementWise(*input, *output, nvinfer1::ElementWiseOperation::kSUM);
assert(shortcut != nullptr);
std::string shortcutLayerName = "shortcut_" + std::to_string(layerIdx);
shortcut->setName(shortcutLayerName.c_str());