Updates to build libkernel.so under TensorRT 8

This commit is contained in:
perseusdg
2021-08-16 13:59:19 +05:30
parent d2ce966c46
commit eba78e7e78
21 changed files with 1878 additions and 447 deletions
+106 -21
View File
@@ -1,7 +1,7 @@
#include<cassert>
#include "../kernels.h"
class RouteRT : public IPlugin {
class RouteRT : public IPluginV2 {
/**
THIS IS NOT USED ANYMORE
@@ -17,17 +17,31 @@ public:
}
int getNbOutputs() const override {
RouteRT(const void* data,size_t length){
const char* buf = reinterpret_cast<const char*>(data),*bufCheck = buf;
groups = readBUF<int>(buf);
group_id = readBUF<int>(buf);
in = readBUF<int>(buf);
for(int i=0;i <MAX_INPUTS;i++){
c_in[i] = readBUF<int>(buf);
}
c= readBUF<int>(buf);
h = readBUF<int>(buf);
w = readBUF<int>(buf);
assert(buf == bufCheck + length);
}
int getNbOutputs() const NOEXCEPT override {
return 1;
}
Dims getOutputDimensions(int index, const Dims* inputs, int nbInputDims) override {
Dims getOutputDimensions(int index, const Dims* inputs, int nbInputDims) NOEXCEPT override {
int out_c = 0;
for(int i=0; i<nbInputDims; i++) out_c += inputs[i].d[0];
return DimsCHW{out_c/groups, inputs[0].d[1], inputs[0].d[2]};
return Dims3{out_c/groups, inputs[0].d[1], inputs[0].d[2]};
}
void configure(const Dims* inputDims, int nbInputs, const Dims* outputDims, int nbOutputs, int maxBatchSize) override {
void configureWithFormat(const Dims* inputDims, int nbInputs, const Dims* outputDims, int nbOutputs,DataType type,PluginFormat format,int maxBatchSize) NOEXCEPT override {
in = nbInputs;
c = 0;
for(int i=0; i<nbInputs; i++) {
@@ -39,22 +53,14 @@ public:
c /= groups;
}
int initialize() override {
int initialize() NOEXCEPT override { return 0;}
return 0;
}
virtual void terminate() NOEXCEPT override {}
virtual void terminate() override {
}
virtual size_t getWorkspaceSize(int maxBatchSize) const NOEXCEPT override {return 0;}
virtual size_t getWorkspaceSize(int maxBatchSize) const override {
return 0;
}
virtual int enqueue(int batchSize, const void*const * inputs, void** outputs, void* workspace, cudaStream_t stream) override {
virtual int enqueue(int batchSize, const void*const * inputs, void* const* outputs, void* workspace, cudaStream_t stream) NOEXCEPT override {
dnnType *dstData = reinterpret_cast<dnnType*>(outputs[0]);
for(int b=0; b<batchSize; b++) {
int offset = 0;
for(int i=0; i<in; i++) {
@@ -65,16 +71,14 @@ public:
offset += part_in_dim;
}
}
return 0;
}
virtual size_t getSerializationSize() override {
virtual size_t getSerializationSize() const NOEXCEPT override {
return (6+MAX_INPUTS)*sizeof(int);
}
virtual void serialize(void* buffer) override {
virtual void serialize(void* buffer) const NOEXCEPT override {
char *buf = reinterpret_cast<char*>(buffer),*a=buf;
tk::dnn::writeBUF(buf, groups);
tk::dnn::writeBUF(buf, group_id);
@@ -88,9 +92,90 @@ public:
assert(buf == a + getSerializationSize());
}
const char *getPluginType() const NOEXCEPT override{
return "RouteRT_tkDNN";
}
const char *getPluginVersion() const NOEXCEPT override{
return "1";
}
void destroy() NOEXCEPT override {delete this; }
const char* getPluginNamespace() const NOEXCEPT override{
return mPluginNamespace.c_str();
}
void setPluginNamespace(const char *pluginNamespace) NOEXCEPT override{
mPluginNamespace = pluginNamespace;
}
bool supportsFormat(DataType type,PluginFormat format) const NOEXCEPT override { return true;}
IPluginV2* clone() const NOEXCEPT override{
RouteRT *p = new RouteRT(groups,group_id);
p->setPluginNamespace(mPluginNamespace.c_str());
return p;
}
static const int MAX_INPUTS = 4;
int in;
int c_in[MAX_INPUTS];
int c, h, w;
int groups, group_id;
private:
std::string mPluginNamespace;
};
class RouteRTPluginCreator : public IPluginCreator{
public:
RouteRTPluginCreator(){
mPluginAttributes.emplace_back(PluginField("groups",nullptr,PluginFieldType::kINT32,1));
mPluginAttributes.emplace_back(PluginField("group_id",nullptr,PluginFieldType::kINT32,1));
mFC.nbFields = mPluginAttributes.size();
mFC.fields = mPluginAttributes.data();
}
void setPluginNamespace(const char* pluginNamespace) NOEXCEPT override{
mPluginNamespace = pluginNamespace;
}
const char *getPluginNamespace() const NOEXCEPT override{
return mPluginNamespace.c_str();
}
IPluginV2 *deserializePlugin(const char* name,const void* serialData,size_t serialLength) NOEXCEPT override{
RouteRT *pluginObj = new RouteRT(serialData,serialLength);
pluginObj->setPluginNamespace(mPluginNamespace.c_str());
return pluginObj;
}
IPluginV2 *createPlugin(const char* name,const PluginFieldCollection *fc) NOEXCEPT override{
const PluginField *fields = fc->fields;
assert(fc->nbFields == 2);
assert(fields[0].type == PluginFieldType::kINT32);
assert(fields[1].type == PluginFieldType::kINT32);
int groups = *(static_cast<const int *>(fields[0].data));
int group_id = *(static_cast<const int *>(fields[1].data));
RouteRT *pluginObj = new RouteRT(groups,group_id);
pluginObj->setPluginNamespace(mPluginNamespace.c_str());
return pluginObj;
}
const char *getPluginName() const NOEXCEPT override{
return "RouteRT_tkDNN";
}
const char *getPluginVersion() const NOEXCEPT override{
return "1";
}
const PluginFieldCollection *getFieldNames() NOEXCEPT override{
return &mFC;
}
private:
static PluginFieldCollection mFC;
static std::vector<PluginField> mPluginAttributes;
std::string mPluginNamespace;
};
REGISTER_TENSORRT_PLUGIN(RouteRTPluginCreator);