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Add infrastructure around cub CachingDeviceAllocator, and use it in S…
…iPixelRawToCluster (#172) Add infrastructure around cub CachingDeviceAllocator for device memory allocations, and CachingHostAllocator for pinned (or managed) host memory. CUDAService uses the CachingHostAllocator to allocate requested GPU->CPU/CPU->GPU buffers and data products. Configuration options can be used to request: - to print all memory (re)allocations and frees; - to preallocate device and host buffers. SiPixelRawToCluster uses the CachingDeviceAllocator for temporary buffers and data products. Fix a memory problem with SiPixelFedCablingMapGPUWrapper::ModulesToUnpack.
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<use name="FWCore/ServiceRegistry"/> | ||
<use name="HeterogeneousCore/CUDAServices"/> | ||
<use name="cuda-api-wrappers"/> | ||
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<export> | ||
<lib name="1"/> | ||
</export> | ||
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CUDADataFormats/SiPixelCluster/interface/SiPixelClustersCUDA.h
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#ifndef CUDADataFormats_SiPixelCluster_interface_SiPixelClustersCUDA_h | ||
#define CUDADataFormats_SiPixelCluster_interface_SiPixelClustersCUDA_h | ||
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#include "CUDADataFormats/Common/interface/device_unique_ptr.h" | ||
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#include <cuda/api_wrappers.h> | ||
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class SiPixelClustersCUDA { | ||
public: | ||
SiPixelClustersCUDA() = default; | ||
explicit SiPixelClustersCUDA(size_t feds, size_t nelements, cuda::stream_t<>& stream); | ||
~SiPixelClustersCUDA() = default; | ||
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SiPixelClustersCUDA(const SiPixelClustersCUDA&) = delete; | ||
SiPixelClustersCUDA& operator=(const SiPixelClustersCUDA&) = delete; | ||
SiPixelClustersCUDA(SiPixelClustersCUDA&&) = default; | ||
SiPixelClustersCUDA& operator=(SiPixelClustersCUDA&&) = default; | ||
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uint32_t *moduleStart() { return moduleStart_d.get(); } | ||
int32_t *clus() { return clus_d.get(); } | ||
uint32_t *clusInModule() { return clusInModule_d.get(); } | ||
uint32_t *moduleId() { return moduleId_d.get(); } | ||
uint32_t *clusModuleStart() { return clusModuleStart_d.get(); } | ||
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uint32_t const *moduleStart() const { return moduleStart_d.get(); } | ||
int32_t const *clus() const { return clus_d.get(); } | ||
uint32_t const *clusInModule() const { return clusInModule_d.get(); } | ||
uint32_t const *moduleId() const { return moduleId_d.get(); } | ||
uint32_t const *clusModuleStart() const { return clusModuleStart_d.get(); } | ||
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uint32_t const *c_moduleStart() const { return moduleStart_d.get(); } | ||
int32_t const *c_clus() const { return clus_d.get(); } | ||
uint32_t const *c_clusInModule() const { return clusInModule_d.get(); } | ||
uint32_t const *c_moduleId() const { return moduleId_d.get(); } | ||
uint32_t const *c_clusModuleStart() const { return clusModuleStart_d.get(); } | ||
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class DeviceConstView { | ||
public: | ||
DeviceConstView() = default; | ||
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#ifdef __CUDACC__ | ||
__device__ __forceinline__ uint32_t moduleStart(int i) const { return __ldg(moduleStart_+i); } | ||
__device__ __forceinline__ int32_t clus(int i) const { return __ldg(clus_+i); } | ||
__device__ __forceinline__ uint32_t clusInModule(int i) const { return __ldg(clusInModule_+i); } | ||
__device__ __forceinline__ uint32_t moduleId(int i) const { return __ldg(moduleId_+i); } | ||
__device__ __forceinline__ uint32_t clusModuleStart(int i) const { return __ldg(clusModuleStart_+i); } | ||
#endif | ||
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friend SiPixelClustersCUDA; | ||
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private: | ||
uint32_t const *moduleStart_ = nullptr; | ||
int32_t const *clus_ = nullptr; | ||
uint32_t const *clusInModule_ = nullptr; | ||
uint32_t const *moduleId_ = nullptr; | ||
uint32_t const *clusModuleStart_ = nullptr; | ||
}; | ||
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DeviceConstView *view() const { return view_d.get(); } | ||
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private: | ||
edm::cuda::device::unique_ptr<uint32_t[]> moduleStart_d; // index of the first pixel of each module | ||
edm::cuda::device::unique_ptr<int32_t[]> clus_d; // cluster id of each pixel | ||
edm::cuda::device::unique_ptr<uint32_t[]> clusInModule_d; // number of clusters found in each module | ||
edm::cuda::device::unique_ptr<uint32_t[]> moduleId_d; // module id of each module | ||
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// originally from rechits | ||
edm::cuda::device::unique_ptr<uint32_t[]> clusModuleStart_d; | ||
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edm::cuda::device::unique_ptr<DeviceConstView> view_d; // "me" pointer | ||
}; | ||
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#endif |
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#include "CUDADataFormats/SiPixelCluster/interface/SiPixelClustersCUDA.h" | ||
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#include "FWCore/ServiceRegistry/interface/Service.h" | ||
#include "HeterogeneousCore/CUDAServices/interface/CUDAService.h" | ||
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SiPixelClustersCUDA::SiPixelClustersCUDA(size_t feds, size_t nelements, cuda::stream_t<>& stream) { | ||
edm::Service<CUDAService> cs; | ||
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moduleStart_d = cs->make_device_unique<uint32_t[]>(nelements+1, stream); | ||
clus_d = cs->make_device_unique< int32_t[]>(feds, stream); | ||
clusInModule_d = cs->make_device_unique<uint32_t[]>(nelements, stream); | ||
moduleId_d = cs->make_device_unique<uint32_t[]>(nelements, stream); | ||
clusModuleStart_d = cs->make_device_unique<uint32_t[]>(nelements+1, stream); | ||
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auto view = cs->make_host_unique<DeviceConstView>(stream); | ||
view->moduleStart_ = moduleStart_d.get(); | ||
view->clus_ = clus_d.get(); | ||
view->clusInModule_ = clusInModule_d.get(); | ||
view->moduleId_ = moduleId_d.get(); | ||
view->clusModuleStart_ = clusModuleStart_d.get(); | ||
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view_d = cs->make_device_unique<DeviceConstView>(stream); | ||
cudaMemcpyAsync(view_d.get(), view.get(), sizeof(DeviceConstView), cudaMemcpyDefault, stream.id()); | ||
} |
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<use name="FWCore/ServiceRegistry"/> | ||
<use name="HeterogeneousCore/CUDAServices"/> | ||
<use name="cuda-api-wrappers"/> | ||
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<export> | ||
<lib name="1"/> | ||
</export> |
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#ifndef CUDADataFormats_SiPixelDigi_interface_SiPixelDigisCUDA_h | ||
#define CUDADataFormats_SiPixelDigi_interface_SiPixelDigisCUDA_h | ||
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#include "CUDADataFormats/Common/interface/device_unique_ptr.h" | ||
#include "FWCore/Utilities/interface/propagate_const.h" | ||
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#include <cuda/api_wrappers.h> | ||
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class SiPixelDigisCUDA { | ||
public: | ||
SiPixelDigisCUDA() = default; | ||
explicit SiPixelDigisCUDA(size_t nelements, cuda::stream_t<>& stream); | ||
~SiPixelDigisCUDA() = default; | ||
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SiPixelDigisCUDA(const SiPixelDigisCUDA&) = delete; | ||
SiPixelDigisCUDA& operator=(const SiPixelDigisCUDA&) = delete; | ||
SiPixelDigisCUDA(SiPixelDigisCUDA&&) = default; | ||
SiPixelDigisCUDA& operator=(SiPixelDigisCUDA&&) = default; | ||
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uint16_t * xx() { return xx_d.get(); } | ||
uint16_t * yy() { return yy_d.get(); } | ||
uint16_t * adc() { return adc_d.get(); } | ||
uint16_t * moduleInd() { return moduleInd_d.get(); } | ||
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uint16_t const *xx() const { return xx_d.get(); } | ||
uint16_t const *yy() const { return yy_d.get(); } | ||
uint16_t const *adc() const { return adc_d.get(); } | ||
uint16_t const *moduleInd() const { return moduleInd_d.get(); } | ||
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uint16_t const *c_xx() const { return xx_d.get(); } | ||
uint16_t const *c_yy() const { return yy_d.get(); } | ||
uint16_t const *c_adc() const { return adc_d.get(); } | ||
uint16_t const *c_moduleInd() const { return moduleInd_d.get(); } | ||
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class DeviceConstView { | ||
public: | ||
DeviceConstView() = default; | ||
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#ifdef __CUDACC__ | ||
__device__ __forceinline__ uint16_t xx(int i) const { return __ldg(xx_+i); } | ||
__device__ __forceinline__ uint16_t yy(int i) const { return __ldg(yy_+i); } | ||
__device__ __forceinline__ uint16_t adc(int i) const { return __ldg(adc_+i); } | ||
__device__ __forceinline__ uint16_t moduleInd(int i) const { return __ldg(moduleInd_+i); } | ||
#endif | ||
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friend class SiPixelDigisCUDA; | ||
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private: | ||
uint16_t const *xx_ = nullptr; | ||
uint16_t const *yy_ = nullptr; | ||
uint16_t const *adc_ = nullptr; | ||
uint16_t const *moduleInd_ = nullptr; | ||
}; | ||
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const DeviceConstView *view() const { return view_d.get(); } | ||
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private: | ||
edm::cuda::device::unique_ptr<uint16_t[]> xx_d; // local coordinates of each pixel | ||
edm::cuda::device::unique_ptr<uint16_t[]> yy_d; // | ||
edm::cuda::device::unique_ptr<uint16_t[]> adc_d; // ADC of each pixel | ||
edm::cuda::device::unique_ptr<uint16_t[]> moduleInd_d; // module id of each pixel | ||
edm::cuda::device::unique_ptr<DeviceConstView> view_d; // "me" pointer | ||
}; | ||
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#endif |
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#include "CUDADataFormats/SiPixelDigi/interface/SiPixelDigisCUDA.h" | ||
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#include "FWCore/ServiceRegistry/interface/Service.h" | ||
#include "HeterogeneousCore/CUDAServices/interface/CUDAService.h" | ||
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#include <cuda_runtime.h> | ||
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SiPixelDigisCUDA::SiPixelDigisCUDA(size_t nelements, cuda::stream_t<>& stream) { | ||
edm::Service<CUDAService> cs; | ||
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xx_d = cs->make_device_unique<uint16_t[]>(nelements, stream); | ||
yy_d = cs->make_device_unique<uint16_t[]>(nelements, stream); | ||
adc_d = cs->make_device_unique<uint16_t[]>(nelements, stream); | ||
moduleInd_d = cs->make_device_unique<uint16_t[]>(nelements, stream); | ||
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auto view = cs->make_host_unique<DeviceConstView>(stream); | ||
view->xx_ = xx_d.get(); | ||
view->yy_ = yy_d.get(); | ||
view->adc_ = adc_d.get(); | ||
view->moduleInd_ = moduleInd_d.get(); | ||
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view_d = cs->make_device_unique<DeviceConstView>(stream); | ||
cudaMemcpyAsync(view_d.get(), view.get(), sizeof(DeviceConstView), cudaMemcpyDefault, stream.id()); | ||
} |
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