mmr/tkDNN
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merge perseusdg windows10 support

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This commit was merged in pull request #218.
This commit is contained in:
Francesco Gatti
2021-04-24 18:55:26 +02:00
parent adac8576b0 39323ca8d3
commit 6611a91201
36 changed files with 421 additions and 149 deletions
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src/NetworkRT.cpp
+82 -36
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@@ -139,7 +139,8 @@ NetworkRT::NetworkRT(Network *net, const char *name) {
#if NV_TENSORRT_MAJOR >= 6
engineRT = builderRT->buildEngineWithConfig(*networkRT, *configRT);
#else
engineRT = builderRT->buildCudaEngine(*networkRT);
//engineRT = builderRT->buildCudaEngine(*networkRT);
engineRT = std::shared_ptr<nvinfer1::ICudaEngine>(builderRT->buildCudaEngine(*networkRT));
#endif
if(engineRT == nullptr)
FatalError("cloud not build cuda engine")
@@ -567,7 +568,7 @@ ILayer* NetworkRT::convert_layer(ITensor *input, DeformConv2d *l) {
IPluginLayer *lRT = networkRT->addPlugin(inputs, 2, *plugin);
checkNULL(lRT);
lRT->setName( ("Deformable" + std::to_string(l->id)).c_str() );
delete(inputs);
delete[](inputs);
// batchnorm
void *bias_b, *power_b, *mean_b, *variance_b, *scales_b;
if(dtRT == DataType::kHALF) {
@@ -644,7 +645,7 @@ bool NetworkRT::deserialize(const char *filename) {
IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialData, size_t serialLength) {
const char * buf = reinterpret_cast<const char*>(serialData);
const char * buf = reinterpret_cast<const char*>(serialData),*bufCheck = buf;
std::string name(layerName);
//std::cout<<name<<std::endl;
@@ -652,11 +653,18 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
if(name.find("ActivationLeaky") == 0) {
ActivationLeakyRT *a = new ActivationLeakyRT();
a->size = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return a;
}
if(name.find("ActivationMish") == 0) {
ActivationMishRT *a = new ActivationMishRT();
a->size = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return a;
}
if(name.find("ActivationLogistic") == 0) {
ActivationLogisticRT *a = new ActivationLogisticRT();
a->size = readBUF<int>(buf);
return a;
}
if(name.find("ActivationLogistic") == 0) {
@@ -665,27 +673,33 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
return a;
}
if(name.find("ActivationCReLU") == 0) {
ActivationReLUCeiling *a = new ActivationReLUCeiling(readBUF<float>(buf));
float activationReluTemp = readBUF<float>(buf);
ActivationReLUCeiling* a = new ActivationReLUCeiling(activationReluTemp);
a->size = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return a;
}
if(name.find("Region") == 0) {
RegionRT *r = new RegionRT(readBUF<int>(buf), //classes
readBUF<int>(buf), //coords
readBUF<int>(buf)); //num
int classesTemp = readBUF<int>(buf);
int coordsTemp = readBUF<int>(buf);
int numTemp = readBUF<int>(buf);
RegionRT* r = new RegionRT(classesTemp, coordsTemp, numTemp);
r->c = readBUF<int>(buf);
r->h = readBUF<int>(buf);
r->w = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return r;
}
if(name.find("Reorg") == 0) {
ReorgRT *r = new ReorgRT(readBUF<int>(buf)); //stride
int strideTemp = readBUF<int>(buf);
ReorgRT *r = new ReorgRT(strideTemp);
r->c = readBUF<int>(buf);
r->h = readBUF<int>(buf);
r->w = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return r;
}
@@ -701,27 +715,34 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
r->h = readBUF<int>(buf);
r->w = readBUF<int>(buf);
return r;
assert(buf == bufCheck + serialLength);
}
if(name.find("Pooling") == 0) {
MaxPoolFixedSizeRT *r = new MaxPoolFixedSizeRT( readBUF<int>(buf), //c
readBUF<int>(buf), //h
readBUF<int>(buf), //w
readBUF<int>(buf), //n
readBUF<int>(buf), //strideH
readBUF<int>(buf), //strideW
readBUF<int>(buf), //winSize
readBUF<int>(buf)); //padding
int cTemp = readBUF<int>(buf);
int hTemp = readBUF<int>(buf);
int wTemp = readBUF<int>(buf);
int nTemp = readBUF<int>(buf);
int strideHTemp = readBUF<int>(buf);
int strideWTemp = readBUF<int>(buf);
int winSizeTemp = readBUF<int>(buf);
int paddingTemp = readBUF<int>(buf);
MaxPoolFixedSizeRT* r = new MaxPoolFixedSizeRT(cTemp, hTemp, wTemp, nTemp, strideHTemp, strideWTemp, winSizeTemp, paddingTemp);
assert(buf == bufCheck + serialLength);
return r;
}
if(name.find("Resize") == 0) {
ResizeLayerRT *r = new ResizeLayerRT(readBUF<int>(buf), //o_c
readBUF<int>(buf), //o_h
readBUF<int>(buf)); //o_w
int o_cTemp = readBUF<int>(buf);
int o_hTemp = readBUF<int>(buf);
int o_wTemp = readBUF<int>(buf);
ResizeLayerRT* r = new ResizeLayerRT(o_cTemp, o_hTemp, o_wTemp);
r->i_c = readBUF<int>(buf);
r->i_h = readBUF<int>(buf);
r->i_w = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return r;
}
@@ -732,6 +753,7 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
r->w = readBUF<int>(buf);
r->rows = readBUF<int>(buf);
r->cols = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return r;
}
@@ -743,20 +765,25 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
new_dim.h = readBUF<int>(buf);
new_dim.w = readBUF<int>(buf);
ReshapeRT *r = new ReshapeRT(new_dim);
assert(buf == bufCheck + serialLength);
return r;
}
if(name.find("Yolo") == 0) {
YoloRT *r = new YoloRT(readBUF<int>(buf), //classes
readBUF<int>(buf), //num
nullptr, //yolo
readBUF<int>(buf), //n_masks
readBUF<float>(buf), //scale_xy
readBUF<float>(buf), //nms_thresh
readBUF<int>(buf), //nms_kind
readBUF<int>(buf) //new_coords
);
int classes_temp = readBUF<int>(buf);
int num_temp = readBUF<int>(buf);
int n_masks_temp = readBUF<int>(buf);
float scale_xy_temp = readBUF<float>(buf);
float nms_thresh_temp = readBUF<float>(buf);
int nms_kind_temp = readBUF<int>(buf);
int new_coords_temp = readBUF<int>(buf);
YoloRT *r = new YoloRT(classes_temp,num_temp,nullptr,n_masks_temp,scale_xy_temp,nms_thresh_temp,nms_kind_temp,new_coords_temp);
r->c = readBUF<int>(buf);
r->h = readBUF<int>(buf);
r->w = readBUF<int>(buf);
@@ -773,36 +800,54 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
tmp[j] = readBUF<char>(buf);
r->classesNames[i] = std::string(tmp);
}
assert(buf == bufCheck + serialLength);
yolos[n_yolos++] = r;
return r;
}
if(name.find("Upsample") == 0) {
UpsampleRT *r = new UpsampleRT(readBUF<int>(buf)); //stride
int strideTemp = readBUF<int>(buf);
UpsampleRT* r = new UpsampleRT(strideTemp);
r->c = readBUF<int>(buf);
r->h = readBUF<int>(buf);
r->w = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return r;
}
if(name.find("Route") == 0) {
RouteRT *r = new RouteRT(readBUF<int>(buf),readBUF<int>(buf));
int groupsTemp = readBUF<int>(buf);
int group_idTemp = readBUF<int>(buf);
RouteRT* r = new RouteRT(groupsTemp, group_idTemp);
r->in = readBUF<int>(buf);
for(int i=0; i<RouteRT::MAX_INPUTS; i++)
r->c_in[i] = readBUF<int>(buf);
r->c = readBUF<int>(buf);
r->h = readBUF<int>(buf);
r->w = readBUF<int>(buf);
assert(buf == bufCheck + serialLength);
return r;
}
if(name.find("Deformable") == 0) {
DeformableConvRT *r = new DeformableConvRT(readBUF<int>(buf), readBUF<int>(buf), readBUF<int>(buf),
readBUF<int>(buf), readBUF<int>(buf), readBUF<int>(buf),
readBUF<int>(buf), readBUF<int>(buf),
readBUF<int>(buf),readBUF<int>(buf),readBUF<int>(buf),readBUF<int>(buf),
readBUF<int>(buf),readBUF<int>(buf),readBUF<int>(buf),readBUF<int>(buf),
nullptr);
int chuck_dimTemp = readBUF<int>(buf);
int khTemp = readBUF<int>(buf);
int kwTemp = readBUF<int>(buf);
int shTemp = readBUF<int>(buf);
int swTemp = readBUF<int>(buf);
int phTemp = readBUF<int>(buf);
int pwTemp = readBUF<int>(buf);
int deformableGroupTemp = readBUF<int>(buf);
int i_nTemp = readBUF<int>(buf);
int i_cTemp = readBUF<int>(buf);
int i_hTemp = readBUF<int>(buf);
int i_wTemp = readBUF<int>(buf);
int o_nTemp = readBUF<int>(buf);
int o_cTemp = readBUF<int>(buf);
int o_hTemp = readBUF<int>(buf);
int o_wTemp = readBUF<int>(buf);
DeformableConvRT* r = new DeformableConvRT(chuck_dimTemp, khTemp, kwTemp, shTemp, swTemp, phTemp, pwTemp, deformableGroupTemp, i_nTemp, i_cTemp, i_hTemp, i_wTemp, o_nTemp, o_cTemp, o_hTemp, o_wTemp, nullptr);
dnnType *aus = new dnnType[r->chunk_dim*2];
for(int i=0; i<r->chunk_dim*2; i++)
aus[i] = readBUF<dnnType>(buf);
@@ -833,6 +878,7 @@ IPlugin* PluginFactory::createPlugin(const char* layerName, const void* serialDa
aus[i] = readBUF<dnnType>(buf);
checkCuda( cudaMemcpy(r->ones_d2, aus, sizeof(dnnType)*r->dim_ones, cudaMemcpyHostToDevice) );
free(aus);
assert(buf == bufCheck + serialLength);
return r;
}