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Add PP-YOLOE support

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This commit is contained in:
Marcos Luciano
2022-07-24 18:00:47 -03:00
parent d09879d557
commit a3782ed65e
51 changed files with 1812 additions and 600 deletions
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22
nvdsinfer_custom_impl_Yolo/layers/upsample_layer.cpp
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@@ -5,20 +5,28 @@
#include "upsample_layer.h"
nvinfer1::ILayer* upsampleLayer(
nvinfer1::ITensor* upsampleLayer(
int layerIdx,
std::map<std::string, std::string>& block,
nvinfer1::ITensor* input,
nvinfer1::INetworkDefinition* network)
{
nvinfer1::ITensor* output;
assert(block.at("type") == "upsample");
assert(block.find("stride") != block.end());
int stride = std::stoi(block.at("stride"));
nvinfer1::IResizeLayer* resize_layer = network->addResize(*input);
resize_layer->setResizeMode(nvinfer1::ResizeMode::kNEAREST);
float scale[3] = {1, static_cast<float>(stride), static_cast<float>(stride)};
resize_layer->setScales(scale, 3);
std::string layer_name = "upsample_" + std::to_string(layerIdx);
resize_layer->setName(layer_name.c_str());
return resize_layer;
nvinfer1::IResizeLayer* resize = network->addResize(*input);
assert(resize != nullptr);
std::string resizeLayerName = "upsample_" + std::to_string(layerIdx);
resize->setName(resizeLayerName.c_str());
resize->setResizeMode(nvinfer1::ResizeMode::kNEAREST);
resize->setScales(scale, 3);
output = resize->getOutput(0);
return output;
}