Updates to build libkernel.so under TensorRT 8
This commit is contained in:
@@ -1,7 +1,7 @@
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#include<cassert>
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#include "../kernels.h"
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class RouteRT : public IPlugin {
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class RouteRT : public IPluginV2 {
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/**
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THIS IS NOT USED ANYMORE
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@@ -17,17 +17,31 @@ public:
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}
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int getNbOutputs() const override {
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RouteRT(const void* data,size_t length){
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const char* buf = reinterpret_cast<const char*>(data),*bufCheck = buf;
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groups = readBUF<int>(buf);
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group_id = readBUF<int>(buf);
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in = readBUF<int>(buf);
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for(int i=0;i <MAX_INPUTS;i++){
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c_in[i] = readBUF<int>(buf);
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}
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c= readBUF<int>(buf);
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h = readBUF<int>(buf);
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w = readBUF<int>(buf);
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assert(buf == bufCheck + length);
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}
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int getNbOutputs() const NOEXCEPT override {
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return 1;
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}
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Dims getOutputDimensions(int index, const Dims* inputs, int nbInputDims) override {
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Dims getOutputDimensions(int index, const Dims* inputs, int nbInputDims) NOEXCEPT override {
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int out_c = 0;
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for(int i=0; i<nbInputDims; i++) out_c += inputs[i].d[0];
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return DimsCHW{out_c/groups, inputs[0].d[1], inputs[0].d[2]};
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return Dims3{out_c/groups, inputs[0].d[1], inputs[0].d[2]};
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}
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void configure(const Dims* inputDims, int nbInputs, const Dims* outputDims, int nbOutputs, int maxBatchSize) override {
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void configureWithFormat(const Dims* inputDims, int nbInputs, const Dims* outputDims, int nbOutputs,DataType type,PluginFormat format,int maxBatchSize) NOEXCEPT override {
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in = nbInputs;
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c = 0;
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for(int i=0; i<nbInputs; i++) {
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@@ -39,22 +53,14 @@ public:
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c /= groups;
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}
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int initialize() override {
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int initialize() NOEXCEPT override { return 0;}
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return 0;
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}
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virtual void terminate() NOEXCEPT override {}
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virtual void terminate() override {
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}
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virtual size_t getWorkspaceSize(int maxBatchSize) const NOEXCEPT override {return 0;}
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virtual size_t getWorkspaceSize(int maxBatchSize) const override {
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return 0;
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}
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virtual int enqueue(int batchSize, const void*const * inputs, void** outputs, void* workspace, cudaStream_t stream) override {
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virtual int enqueue(int batchSize, const void*const * inputs, void* const* outputs, void* workspace, cudaStream_t stream) NOEXCEPT override {
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dnnType *dstData = reinterpret_cast<dnnType*>(outputs[0]);
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for(int b=0; b<batchSize; b++) {
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int offset = 0;
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for(int i=0; i<in; i++) {
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@@ -65,16 +71,14 @@ public:
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offset += part_in_dim;
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}
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}
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return 0;
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}
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virtual size_t getSerializationSize() override {
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virtual size_t getSerializationSize() const NOEXCEPT override {
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return (6+MAX_INPUTS)*sizeof(int);
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}
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virtual void serialize(void* buffer) override {
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virtual void serialize(void* buffer) const NOEXCEPT override {
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char *buf = reinterpret_cast<char*>(buffer),*a=buf;
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tk::dnn::writeBUF(buf, groups);
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tk::dnn::writeBUF(buf, group_id);
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@@ -88,9 +92,90 @@ public:
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assert(buf == a + getSerializationSize());
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}
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const char *getPluginType() const NOEXCEPT override{
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return "RouteRT_tkDNN";
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}
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const char *getPluginVersion() const NOEXCEPT override{
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return "1";
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}
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void destroy() NOEXCEPT override {delete this; }
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const char* getPluginNamespace() const NOEXCEPT override{
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return mPluginNamespace.c_str();
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}
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void setPluginNamespace(const char *pluginNamespace) NOEXCEPT override{
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mPluginNamespace = pluginNamespace;
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}
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bool supportsFormat(DataType type,PluginFormat format) const NOEXCEPT override { return true;}
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IPluginV2* clone() const NOEXCEPT override{
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RouteRT *p = new RouteRT(groups,group_id);
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p->setPluginNamespace(mPluginNamespace.c_str());
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return p;
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}
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static const int MAX_INPUTS = 4;
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int in;
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int c_in[MAX_INPUTS];
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int c, h, w;
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int groups, group_id;
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private:
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std::string mPluginNamespace;
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};
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class RouteRTPluginCreator : public IPluginCreator{
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public:
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RouteRTPluginCreator(){
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mPluginAttributes.emplace_back(PluginField("groups",nullptr,PluginFieldType::kINT32,1));
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mPluginAttributes.emplace_back(PluginField("group_id",nullptr,PluginFieldType::kINT32,1));
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mFC.nbFields = mPluginAttributes.size();
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mFC.fields = mPluginAttributes.data();
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}
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void setPluginNamespace(const char* pluginNamespace) NOEXCEPT override{
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mPluginNamespace = pluginNamespace;
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}
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const char *getPluginNamespace() const NOEXCEPT override{
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return mPluginNamespace.c_str();
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}
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IPluginV2 *deserializePlugin(const char* name,const void* serialData,size_t serialLength) NOEXCEPT override{
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RouteRT *pluginObj = new RouteRT(serialData,serialLength);
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pluginObj->setPluginNamespace(mPluginNamespace.c_str());
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return pluginObj;
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}
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IPluginV2 *createPlugin(const char* name,const PluginFieldCollection *fc) NOEXCEPT override{
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const PluginField *fields = fc->fields;
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assert(fc->nbFields == 2);
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assert(fields[0].type == PluginFieldType::kINT32);
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assert(fields[1].type == PluginFieldType::kINT32);
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int groups = *(static_cast<const int *>(fields[0].data));
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int group_id = *(static_cast<const int *>(fields[1].data));
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RouteRT *pluginObj = new RouteRT(groups,group_id);
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pluginObj->setPluginNamespace(mPluginNamespace.c_str());
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return pluginObj;
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}
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const char *getPluginName() const NOEXCEPT override{
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return "RouteRT_tkDNN";
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}
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const char *getPluginVersion() const NOEXCEPT override{
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return "1";
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}
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const PluginFieldCollection *getFieldNames() NOEXCEPT override{
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return &mFC;
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}
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private:
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static PluginFieldCollection mFC;
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static std::vector<PluginField> mPluginAttributes;
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std::string mPluginNamespace;
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};
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REGISTER_TENSORRT_PLUGIN(RouteRTPluginCreator);
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