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\ No newline at end of file diff --git a/Common/data/lena_512x512_8u.raw b/Common/data/lena_512x512_8u.raw new file mode 100644 index 00000000..b583d34f Binary files /dev/null and b/Common/data/lena_512x512_8u.raw differ diff --git a/Common/helper_cuda.h b/Common/helper_cuda.h index ff803350..41335ba0 100644 --- a/Common/helper_cuda.h +++ b/Common/helper_cuda.h @@ -664,6 +664,7 @@ inline int _ConvertSMVer2Cores(int major, int minor) { {0x72, 64}, {0x75, 64}, {0x80, 64}, + {0x86, 128}, {-1, -1}}; int index = 0; @@ -709,6 +710,7 @@ inline const char* _ConvertSMVer2ArchName(int major, int minor) { {0x72, "Xavier"}, {0x75, "Turing"}, {0x80, "Ampere"}, + {0x86, "Ampere"}, {-1, "Graphics Device"}}; int index = 0; diff --git a/Common/helper_cuda_drvapi.h b/Common/helper_cuda_drvapi.h index 173f9dc9..dfba72a0 100644 --- a/Common/helper_cuda_drvapi.h +++ b/Common/helper_cuda_drvapi.h @@ -33,8 +33,10 @@ #include #include #include +#include +#include +#include -#include #include #ifndef MAX @@ -66,48 +68,22 @@ inline int ftoi(float value) { // These are the inline versions for all of the SDK helper functions inline void __checkCudaErrors(CUresult err, const char *file, const int line) { if (CUDA_SUCCESS != err) { + const char *errorStr = NULL; + cuGetErrorString(err, &errorStr); fprintf(stderr, "checkCudaErrors() Driver API error = %04d \"%s\" from file <%s>, " "line %i.\n", - err, getCudaDrvErrorString(err), file, line); + err, errorStr, file, line); exit(EXIT_FAILURE); } } #endif -#ifdef getLastCudaDrvErrorMsg -#undef getLastCudaDrvErrorMsg -#endif - -#define getLastCudaDrvErrorMsg(msg) \ - __getLastCudaDrvErrorMsg(msg, __FILE__, __LINE__) - -inline void __getLastCudaDrvErrorMsg(const char *msg, const char *file, - const int line) { - CUresult err = cuCtxSynchronize(); - - if (CUDA_SUCCESS != err) { - fprintf(stderr, "getLastCudaDrvErrorMsg -> %s", msg); - fprintf(stderr, - "getLastCudaDrvErrorMsg -> cuCtxSynchronize API error = %04d " - "\"%s\" in file <%s>, line %i.\n", - err, getCudaDrvErrorString(err), file, line); - exit(EXIT_FAILURE); - } -} - // This function wraps the CUDA Driver API into a template function template inline void getCudaAttribute(T *attribute, CUdevice_attribute device_attribute, int device) { - CUresult error_result = - cuDeviceGetAttribute(attribute, device_attribute, device); - - if (error_result != CUDA_SUCCESS) { - printf("cuDeviceGetAttribute returned %d\n-> %s\n", - static_cast(error_result), getCudaDrvErrorString(error_result)); - exit(EXIT_SUCCESS); - } + checkCudaErrors(cuDeviceGetAttribute(attribute, device_attribute, device)); } #endif @@ -135,6 +111,8 @@ inline int _ConvertSMVer2CoresDRV(int major, int minor) { {0x70, 64}, {0x72, 64}, {0x75, 64}, + {0x80, 64}, + {0x86, 128}, {-1, -1}}; int index = 0; @@ -161,11 +139,9 @@ inline int _ConvertSMVer2CoresDRV(int major, int minor) { inline int gpuDeviceInitDRV(int ARGC, const char **ARGV) { int cuDevice = 0; int deviceCount = 0; - CUresult err = cuInit(0); + checkCudaErrors(cuInit(0)); - if (CUDA_SUCCESS == err) { - checkCudaErrors(cuDeviceGetCount(&deviceCount)); - } + checkCudaErrors(cuDeviceGetCount(&deviceCount)); if (deviceCount == 0) { fprintf(stderr, "cudaDeviceInit error: no devices supporting CUDA\n"); @@ -192,7 +168,7 @@ inline int gpuDeviceInitDRV(int ARGC, const char **ARGV) { checkCudaErrors(cuDeviceGet(&cuDevice, dev)); char name[100]; - cuDeviceGetName(name, 100, cuDevice); + checkCudaErrors(cuDeviceGetName(name, 100, cuDevice)); int computeMode; getCudaAttribute(&computeMode, CU_DEVICE_ATTRIBUTE_COMPUTE_MODE, dev); @@ -218,7 +194,6 @@ inline int gpuGetMaxGflopsDeviceIdDRV() { int device_count = 0; int sm_per_multiproc = 0; unsigned long long max_compute_perf = 0; - int best_SM_arch = 0; int major = 0; int minor = 0; int multiProcessorCount; @@ -234,19 +209,6 @@ inline int gpuGetMaxGflopsDeviceIdDRV() { exit(EXIT_FAILURE); } - // Find the best major SM Architecture GPU device - while (current_device < device_count) { - checkCudaErrors(cuDeviceGetAttribute( - &major, CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MAJOR, current_device)); - checkCudaErrors(cuDeviceGetAttribute( - &minor, CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MINOR, current_device)); - if (major > 0 && major < 9999) { - best_SM_arch = MAX(best_SM_arch, major); - } - - current_device++; - } - // Find the best CUDA capable GPU device current_device = 0; @@ -277,17 +239,8 @@ inline int gpuGetMaxGflopsDeviceIdDRV() { clockRate); if (compute_perf > max_compute_perf) { - // If we find GPU with SM major > 2, search only these - if (best_SM_arch > 2) { - // If our device==dest_SM_arch, choose this, or else pass - if (major == best_SM_arch) { - max_compute_perf = compute_perf; - max_perf_device = current_device; - } - } else { max_compute_perf = compute_perf; max_perf_device = current_device; - } } } else { devices_prohibited++; @@ -414,7 +367,39 @@ inline bool checkCudaCapabilitiesDRV(int major_version, int minor_version, } } #endif +bool inline findFatbinPath(const char *module_file, std::string &module_path, char **argv, std::ostringstream &ostrm) +{ + char *actual_path = sdkFindFilePath(module_file, argv[0]); -// end of CUDA Helper Functions + if (actual_path) + { + module_path = actual_path; + } + else + { + printf("> findModulePath file not found: <%s> \n", module_file); + return false; + } + + if (module_path.empty()) + { + printf("> findModulePath could not find file: <%s> \n", module_file); + return false; + } + else + { + printf("> findModulePath found file at <%s>\n", module_path.c_str()); + if (module_path.rfind("fatbin") != std::string::npos) + { + std::ifstream fileIn(module_path.c_str(), std::ios::binary); + ostrm << fileIn.rdbuf(); + fileIn.close(); + } + return true; + } +} + + // end of CUDA Helper Functions #endif // COMMON_HELPER_CUDA_DRVAPI_H_ + diff --git a/Common/helper_string.h b/Common/helper_string.h index 0566938c..3a0d7d34 100644 --- a/Common/helper_string.h +++ b/Common/helper_string.h @@ -293,6 +293,9 @@ inline char *sdkFindFilePath(const char *filename, "../../../../Samples//data/", // up 4 in tree "../../../Samples//data/", // up 3 in tree "../../Samples//data/", // up 2 in tree + "../../../../Common/data/", // up 4 in tree + "../../../Common/data", // up 3 in tree + "../../Common/data/" // up 2 in tree }; // Extract the executable name diff --git a/Common/nvrtc_helper.h b/Common/nvrtc_helper.h index 92225d76..bf885890 100644 --- a/Common/nvrtc_helper.h +++ b/Common/nvrtc_helper.h @@ -47,8 +47,8 @@ } \ } while (0) -void compileFileToPTX(char *filename, int argc, char **argv, char **ptxResult, - size_t *ptxResultSize, int requiresCGheaders) { +void compileFileToCUBIN(char *filename, int argc, char **argv, char **cubinResult, + size_t *cubinResultSize, int requiresCGheaders) { std::ifstream inputFile(filename, std::ios::in | std::ios::binary | std::ios::ate); @@ -83,9 +83,9 @@ void compileFileToPTX(char *filename, int argc, char **argv, char **ptxResult, &minor, CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MINOR, cuDevice)); { - // Compile for the GPU arch on which are going to run cuda kernel. + // Compile cubin for the GPU arch on which are going to run cuda kernel. std::string compileOptions; - compileOptions = "--gpu-architecture=compute_"; + compileOptions = "--gpu-architecture=sm_"; compileParams[numCompileOptions] = reinterpret_cast( malloc(sizeof(char) * (compileOptions.length() + 10))); @@ -158,21 +158,20 @@ void compileFileToPTX(char *filename, int argc, char **argv, char **ptxResult, free(log); NVRTC_SAFE_CALL("nvrtcCompileProgram", res); - // fetch PTX - size_t ptxSize; - NVRTC_SAFE_CALL("nvrtcGetPTXSize", nvrtcGetPTXSize(prog, &ptxSize)); - char *ptx = reinterpret_cast(malloc(sizeof(char) * ptxSize)); - NVRTC_SAFE_CALL("nvrtcGetPTX", nvrtcGetPTX(prog, ptx)); - NVRTC_SAFE_CALL("nvrtcDestroyProgram", nvrtcDestroyProgram(&prog)); - *ptxResult = ptx; - *ptxResultSize = ptxSize; + + size_t codeSize; + NVRTC_SAFE_CALL("nvrtcGetCUBINSize", nvrtcGetCUBINSize(prog, &codeSize)); + char *code = new char[codeSize]; + NVRTC_SAFE_CALL("nvrtcGetCUBIN", nvrtcGetCUBIN(prog, code)); + *cubinResult = code; + *cubinResultSize = codeSize; for (int i = 0; i < numCompileOptions; i++) { free(compileParams[i]); } } -CUmodule loadPTX(char *ptx, int argc, char **argv) { +CUmodule loadCUBIN(char *cubin, int argc, char **argv) { CUmodule module; CUcontext context; int major = 0, minor = 0; @@ -190,11 +189,10 @@ CUmodule loadPTX(char *ptx, int argc, char **argv) { printf("> GPU Device has SM %d.%d compute capability\n", major, minor); checkCudaErrors(cuInit(0)); - checkCudaErrors(cuDeviceGet(&cuDevice, 0)); checkCudaErrors(cuCtxCreate(&context, 0, cuDevice)); - checkCudaErrors(cuModuleLoadDataEx(&module, ptx, 0, 0, 0)); - free(ptx); + checkCudaErrors(cuModuleLoadData(&module, cubin)); + free(cubin); return module; } diff --git a/README.md b/README.md index e7726a99..ab0e00e8 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,20 @@ # CUDA Samples -Samples for CUDA Developers which demonstrates features in CUDA Toolkit. This version supports [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads). +Samples for CUDA Developers which demonstrates features in CUDA Toolkit. This version supports [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads). ## Release Notes This section describes the release notes for the CUDA Samples on GitHub only. +### CUDA 11.1 +* Added `watershedSegmentationNPP`. Demonstrates how to use the NPP watershed segmentation function. +* Added `batchedLabelMarkersAndLabelCompressionNPP`. Demonstrates how to use the NPP label markers generation and label compression functions based on a Union Find (UF) algorithm including both single image and batched image versions. +* Dropped Visual Studio 2012, 2013 support from all the windows supported samples. +* Added kernel performing warp aggregated atomic max in multi buckets using cg::labeled_partition & cg::reduce in `warpAggregatedAtomicsCG`. +* Added extended CG shuffle mechanics to `shfl_scan` sample. +* Added `cudaOpenMP`. Demonstrates how to use OpenMP API to write an application for multiple GPUs. +* Added `simpleZeroCopy`. Demonstrates how to use zero copy, kernels can read and write directly to pinned system memory. + ### CUDA 11.0 * Added `dmmaTensorCoreGemm`. Demonstrates double precision GEMM computation using the Double precision Warp Matrix Multiply and Accumulate (WMMA) API introduced with CUDA 11 in Ampere chip family tensor cores. * Added `bf16TensorCoreGemm`. Demonstrates __nv_bfloat16 (e8m7) GEMM computation using the __nv_bfloat16 WMMA API introduced with CUDA 11 in Ampere chip family tensor cores. @@ -84,7 +93,7 @@ This is the first release of CUDA Samples on GitHub: ### Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. For system requirements and installation instructions of cuda toolkit, please refer to the [Linux Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-linux/), and the [Windows Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-microsoft-windows/index.html). ### Getting the CUDA Samples @@ -144,31 +153,33 @@ The samples makefiles can take advantage of certain options: **[warpAggregatedAtomicsCG](./Samples/warpAggregatedAtomicsCG)** | **[boxFilterNPP](./Samples/boxFilterNPP)** | **[binaryPartitionCG](./Samples/binaryPartitionCG)** | **[dmmaTensorCoreGemm](./Samples/dmmaTensorCoreGemm)** | ---|---|---|---| **[EGLStream_CUDA_Interop](./Samples/EGLStream_CUDA_Interop)** | **[conjugateGradientMultiBlockCG](./Samples/conjugateGradientMultiBlockCG)** | **[simpleIPC](./Samples/simpleIPC)** | **[memMapIPCDrv](./Samples/memMapIPCDrv)** | -**[vectorAddMMAP](./Samples/vectorAddMMAP)** | **[shfl_scan](./Samples/shfl_scan)** | **[conjugateGradientCudaGraphs](./Samples/conjugateGradientCudaGraphs)** | **[globalToShmemAsyncCopy](./Samples/globalToShmemAsyncCopy)** | -**[nvJPEG](./Samples/nvJPEG)** | **[simpleCudaGraphs](./Samples/simpleCudaGraphs)** | **[deviceQuery](./Samples/deviceQuery)** | **[simpleVoteIntrinsics](./Samples/simpleVoteIntrinsics)** | -**[simpleCUBLASXT](./Samples/simpleCUBLASXT)** | **[simpleAttributes](./Samples/simpleAttributes)** | **[cudaNvSci](./Samples/cudaNvSci)** | **[tf32TensorCoreGemm](./Samples/tf32TensorCoreGemm)** | -**[UnifiedMemoryPerf](./Samples/UnifiedMemoryPerf)** | **[cudaCompressibleMemory](./Samples/cudaCompressibleMemory)** | **[bf16TensorCoreGemm](./Samples/bf16TensorCoreGemm)** | **[cuSolverDn_LinearSolver](./Samples/cuSolverDn_LinearSolver)** | -**[vulkanImageCUDA](./Samples/vulkanImageCUDA)** | **[conjugateGradientMultiDeviceCG](./Samples/conjugateGradientMultiDeviceCG)** | **[matrixMulDrv](./Samples/matrixMulDrv)** | **[cuSolverSp_LinearSolver](./Samples/cuSolverSp_LinearSolver)** | -**[simpleCUFFT](./Samples/simpleCUFFT)** | **[reduction](./Samples/reduction)** | **[nvJPEG_encoder](./Samples/nvJPEG_encoder)** | **[simpleDrvRuntime](./Samples/simpleDrvRuntime)** | -**[MersenneTwisterGP11213](./Samples/MersenneTwisterGP11213)** | **[simpleAWBarrier](./Samples/simpleAWBarrier)** | **[immaTensorCoreGemm](./Samples/immaTensorCoreGemm)** | **[bandwidthTest](./Samples/bandwidthTest)** | -**[concurrentKernels](./Samples/concurrentKernels)** | **[simpleCUBLAS](./Samples/simpleCUBLAS)** | **[NV12toBGRandResize](./Samples/NV12toBGRandResize)** | **[cudaTensorCoreGemm](./Samples/cudaTensorCoreGemm)** | -**[jacobiCudaGraphs](./Samples/jacobiCudaGraphs)** | **[simpleVulkan](./Samples/simpleVulkan)** | **[vectorAdd_nvrtc](./Samples/vectorAdd_nvrtc)** | **[cannyEdgeDetectorNPP](./Samples/cannyEdgeDetectorNPP)** | -**[p2pBandwidthLatencyTest](./Samples/p2pBandwidthLatencyTest)** | **[simpleVulkanMMAP](./Samples/simpleVulkanMMAP)** | **[matrixMul](./Samples/matrixMul)** | **[systemWideAtomics](./Samples/systemWideAtomics)** | +**[vectorAddMMAP](./Samples/vectorAddMMAP)** | **[shfl_scan](./Samples/shfl_scan)** | **[simpleZeroCopy](./Samples/simpleZeroCopy)** | **[conjugateGradientCudaGraphs](./Samples/conjugateGradientCudaGraphs)** | +**[globalToShmemAsyncCopy](./Samples/globalToShmemAsyncCopy)** | **[nvJPEG](./Samples/nvJPEG)** | **[batchedLabelMarkersAndLabelCompressionNPP](./Samples/batchedLabelMarkersAndLabelCompressionNPP)** | **[watershedSegmentationNPP](./Samples/watershedSegmentationNPP)** | +**[simpleCudaGraphs](./Samples/simpleCudaGraphs)** | **[deviceQuery](./Samples/deviceQuery)** | **[simpleVoteIntrinsics](./Samples/simpleVoteIntrinsics)** | **[simpleCUBLASXT](./Samples/simpleCUBLASXT)** | +**[simpleAttributes](./Samples/simpleAttributes)** | **[cudaNvSci](./Samples/cudaNvSci)** | **[tf32TensorCoreGemm](./Samples/tf32TensorCoreGemm)** | **[UnifiedMemoryPerf](./Samples/UnifiedMemoryPerf)** | +**[cudaCompressibleMemory](./Samples/cudaCompressibleMemory)** | **[bf16TensorCoreGemm](./Samples/bf16TensorCoreGemm)** | **[cuSolverDn_LinearSolver](./Samples/cuSolverDn_LinearSolver)** | **[vulkanImageCUDA](./Samples/vulkanImageCUDA)** | +**[conjugateGradientMultiDeviceCG](./Samples/conjugateGradientMultiDeviceCG)** | **[matrixMulDrv](./Samples/matrixMulDrv)** | **[cuSolverSp_LinearSolver](./Samples/cuSolverSp_LinearSolver)** | **[simpleCUFFT](./Samples/simpleCUFFT)** | +**[reduction](./Samples/reduction)** | **[nvJPEG_encoder](./Samples/nvJPEG_encoder)** | **[simpleDrvRuntime](./Samples/simpleDrvRuntime)** | **[MersenneTwisterGP11213](./Samples/MersenneTwisterGP11213)** | +**[simpleAWBarrier](./Samples/simpleAWBarrier)** | **[immaTensorCoreGemm](./Samples/immaTensorCoreGemm)** | **[bandwidthTest](./Samples/bandwidthTest)** | **[concurrentKernels](./Samples/concurrentKernels)** | +**[simpleCUBLAS](./Samples/simpleCUBLAS)** | **[NV12toBGRandResize](./Samples/NV12toBGRandResize)** | **[cudaTensorCoreGemm](./Samples/cudaTensorCoreGemm)** | **[jacobiCudaGraphs](./Samples/jacobiCudaGraphs)** | +**[simpleVulkan](./Samples/simpleVulkan)** | **[vectorAdd_nvrtc](./Samples/vectorAdd_nvrtc)** | **[cannyEdgeDetectorNPP](./Samples/cannyEdgeDetectorNPP)** | **[p2pBandwidthLatencyTest](./Samples/p2pBandwidthLatencyTest)** | +**[simpleVulkanMMAP](./Samples/simpleVulkanMMAP)** | **[cudaOpenMP](./Samples/cudaOpenMP)** | **[matrixMul](./Samples/matrixMul)** | **[systemWideAtomics](./Samples/systemWideAtomics)** | #### Windows **[warpAggregatedAtomicsCG](./Samples/warpAggregatedAtomicsCG)** | **[boxFilterNPP](./Samples/boxFilterNPP)** | **[binaryPartitionCG](./Samples/binaryPartitionCG)** | **[dmmaTensorCoreGemm](./Samples/dmmaTensorCoreGemm)** | ---|---|---|---| **[conjugateGradientMultiBlockCG](./Samples/conjugateGradientMultiBlockCG)** | **[simpleIPC](./Samples/simpleIPC)** | **[memMapIPCDrv](./Samples/memMapIPCDrv)** | **[vectorAddMMAP](./Samples/vectorAddMMAP)** | -**[shfl_scan](./Samples/shfl_scan)** | **[conjugateGradientCudaGraphs](./Samples/conjugateGradientCudaGraphs)** | **[globalToShmemAsyncCopy](./Samples/globalToShmemAsyncCopy)** | **[nvJPEG](./Samples/nvJPEG)** | -**[simpleD3D12](./Samples/simpleD3D12)** | **[simpleCudaGraphs](./Samples/simpleCudaGraphs)** | **[deviceQuery](./Samples/deviceQuery)** | **[simpleVoteIntrinsics](./Samples/simpleVoteIntrinsics)** | -**[simpleCUBLASXT](./Samples/simpleCUBLASXT)** | **[simpleAttributes](./Samples/simpleAttributes)** | **[tf32TensorCoreGemm](./Samples/tf32TensorCoreGemm)** | **[UnifiedMemoryPerf](./Samples/UnifiedMemoryPerf)** | -**[cudaCompressibleMemory](./Samples/cudaCompressibleMemory)** | **[bf16TensorCoreGemm](./Samples/bf16TensorCoreGemm)** | **[cuSolverDn_LinearSolver](./Samples/cuSolverDn_LinearSolver)** | **[vulkanImageCUDA](./Samples/vulkanImageCUDA)** | -**[conjugateGradientMultiDeviceCG](./Samples/conjugateGradientMultiDeviceCG)** | **[matrixMulDrv](./Samples/matrixMulDrv)** | **[cuSolverSp_LinearSolver](./Samples/cuSolverSp_LinearSolver)** | **[simpleCUFFT](./Samples/simpleCUFFT)** | -**[reduction](./Samples/reduction)** | **[nvJPEG_encoder](./Samples/nvJPEG_encoder)** | **[simpleDrvRuntime](./Samples/simpleDrvRuntime)** | **[simpleD3D11](./Samples/simpleD3D11)** | -**[MersenneTwisterGP11213](./Samples/MersenneTwisterGP11213)** | **[simpleAWBarrier](./Samples/simpleAWBarrier)** | **[immaTensorCoreGemm](./Samples/immaTensorCoreGemm)** | **[bandwidthTest](./Samples/bandwidthTest)** | -**[concurrentKernels](./Samples/concurrentKernels)** | **[simpleCUBLAS](./Samples/simpleCUBLAS)** | **[NV12toBGRandResize](./Samples/NV12toBGRandResize)** | **[cudaTensorCoreGemm](./Samples/cudaTensorCoreGemm)** | -**[jacobiCudaGraphs](./Samples/jacobiCudaGraphs)** | **[simpleVulkan](./Samples/simpleVulkan)** | **[vectorAdd_nvrtc](./Samples/vectorAdd_nvrtc)** | **[cannyEdgeDetectorNPP](./Samples/cannyEdgeDetectorNPP)** | -**[p2pBandwidthLatencyTest](./Samples/p2pBandwidthLatencyTest)** | **[simpleVulkanMMAP](./Samples/simpleVulkanMMAP)** | **[matrixMul](./Samples/matrixMul)** | +**[shfl_scan](./Samples/shfl_scan)** | **[simpleZeroCopy](./Samples/simpleZeroCopy)** | **[conjugateGradientCudaGraphs](./Samples/conjugateGradientCudaGraphs)** | **[globalToShmemAsyncCopy](./Samples/globalToShmemAsyncCopy)** | +**[nvJPEG](./Samples/nvJPEG)** | **[batchedLabelMarkersAndLabelCompressionNPP](./Samples/batchedLabelMarkersAndLabelCompressionNPP)** | **[simpleD3D12](./Samples/simpleD3D12)** | **[watershedSegmentationNPP](./Samples/watershedSegmentationNPP)** | +**[simpleCudaGraphs](./Samples/simpleCudaGraphs)** | **[deviceQuery](./Samples/deviceQuery)** | **[simpleVoteIntrinsics](./Samples/simpleVoteIntrinsics)** | **[simpleCUBLASXT](./Samples/simpleCUBLASXT)** | +**[simpleAttributes](./Samples/simpleAttributes)** | **[tf32TensorCoreGemm](./Samples/tf32TensorCoreGemm)** | **[UnifiedMemoryPerf](./Samples/UnifiedMemoryPerf)** | **[cudaCompressibleMemory](./Samples/cudaCompressibleMemory)** | +**[bf16TensorCoreGemm](./Samples/bf16TensorCoreGemm)** | **[cuSolverDn_LinearSolver](./Samples/cuSolverDn_LinearSolver)** | **[vulkanImageCUDA](./Samples/vulkanImageCUDA)** | **[conjugateGradientMultiDeviceCG](./Samples/conjugateGradientMultiDeviceCG)** | +**[matrixMulDrv](./Samples/matrixMulDrv)** | **[cuSolverSp_LinearSolver](./Samples/cuSolverSp_LinearSolver)** | **[simpleCUFFT](./Samples/simpleCUFFT)** | **[reduction](./Samples/reduction)** | +**[nvJPEG_encoder](./Samples/nvJPEG_encoder)** | **[simpleDrvRuntime](./Samples/simpleDrvRuntime)** | **[simpleD3D11](./Samples/simpleD3D11)** | **[MersenneTwisterGP11213](./Samples/MersenneTwisterGP11213)** | +**[simpleAWBarrier](./Samples/simpleAWBarrier)** | **[immaTensorCoreGemm](./Samples/immaTensorCoreGemm)** | **[bandwidthTest](./Samples/bandwidthTest)** | **[concurrentKernels](./Samples/concurrentKernels)** | +**[simpleCUBLAS](./Samples/simpleCUBLAS)** | **[NV12toBGRandResize](./Samples/NV12toBGRandResize)** | **[cudaTensorCoreGemm](./Samples/cudaTensorCoreGemm)** | **[jacobiCudaGraphs](./Samples/jacobiCudaGraphs)** | +**[simpleVulkan](./Samples/simpleVulkan)** | **[vectorAdd_nvrtc](./Samples/vectorAdd_nvrtc)** | **[cannyEdgeDetectorNPP](./Samples/cannyEdgeDetectorNPP)** | **[p2pBandwidthLatencyTest](./Samples/p2pBandwidthLatencyTest)** | +**[simpleVulkanMMAP](./Samples/simpleVulkanMMAP)** | **[cudaOpenMP](./Samples/cudaOpenMP)** | **[matrixMul](./Samples/matrixMul)** | ## Dependencies diff --git a/Samples/EGLStream_CUDA_Interop/NsightEclipse.xml b/Samples/EGLStream_CUDA_Interop/NsightEclipse.xml index 62b856f3..dc2cb3e2 100644 --- a/Samples/EGLStream_CUDA_Interop/NsightEclipse.xml +++ b/Samples/EGLStream_CUDA_Interop/NsightEclipse.xml @@ -59,6 +59,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/EGLStream_CUDA_Interop/README.md b/Samples/EGLStream_CUDA_Interop/README.md index 01fb11ca..477076f2 100644 --- a/Samples/EGLStream_CUDA_Interop/README.md +++ b/Samples/EGLStream_CUDA_Interop/README.md @@ -10,7 +10,7 @@ EGLStreams Interop ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cuDeviceGet, cuDeviceGetAttribute, cuDeviceComputeCapability, cuDeviceGetCount, ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2015.vcxproj b/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2015.vcxproj index 695de51f..c3f65059 100644 --- a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2015.vcxproj +++ b/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -102,6 +102,6 @@ - + diff --git a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2017.vcxproj b/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2017.vcxproj index 08b4403b..e9236f5a 100644 --- a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2017.vcxproj +++ b/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2019.vcxproj b/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2019.vcxproj index 39c2cd20..b6e08b69 100644 --- a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2019.vcxproj +++ b/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -103,6 +103,6 @@ - + diff --git a/Samples/MersenneTwisterGP11213/NsightEclipse.xml b/Samples/MersenneTwisterGP11213/NsightEclipse.xml index 50ac3a0e..cc2b383b 100644 --- a/Samples/MersenneTwisterGP11213/NsightEclipse.xml +++ b/Samples/MersenneTwisterGP11213/NsightEclipse.xml @@ -45,6 +45,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/MersenneTwisterGP11213/README.md b/Samples/MersenneTwisterGP11213/README.md index efc9a43a..16b392d2 100644 --- a/Samples/MersenneTwisterGP11213/README.md +++ b/Samples/MersenneTwisterGP11213/README.md @@ -10,7 +10,7 @@ CURAND Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, armv7l ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/NV12toBGRandResize/Makefile b/Samples/NV12toBGRandResize/Makefile index 90a8e474..e8f03db6 100644 --- a/Samples/NV12toBGRandResize/Makefile +++ b/Samples/NV12toBGRandResize/Makefile @@ -274,9 +274,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2013.sln b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2013.sln deleted file mode 100644 index fe3205a4..00000000 --- a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "NV12toBGRandResize", "NV12toBGRandResize_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2013.vcxproj b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2013.vcxproj deleted file mode 100644 index 7d044bd7..00000000 --- a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2013.vcxproj +++ /dev/null @@ -1,112 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - NV12toBGRandResize_vs2013 - NV12toBGRandResize - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/NV12toBGRandResize.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - - - - diff --git a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2015.vcxproj b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2015.vcxproj index 8177708a..8407db8e 100644 --- a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2015.vcxproj +++ b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/NV12toBGRandResize.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2017.vcxproj b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2017.vcxproj index 1b1b83f3..d3994c27 100644 --- a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2017.vcxproj +++ b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/NV12toBGRandResize.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -112,6 +112,6 @@ - + diff --git a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2019.vcxproj b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2019.vcxproj index 6db0ba9c..f71f92a1 100644 --- a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2019.vcxproj +++ b/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/NV12toBGRandResize.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -108,6 +108,6 @@ - + diff --git a/Samples/NV12toBGRandResize/NsightEclipse.xml b/Samples/NV12toBGRandResize/NsightEclipse.xml index 8d6ec75b..12c23918 100644 --- a/Samples/NV12toBGRandResize/NsightEclipse.xml +++ b/Samples/NV12toBGRandResize/NsightEclipse.xml @@ -42,6 +42,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/NV12toBGRandResize/README.md b/Samples/NV12toBGRandResize/README.md index bcda7ae8..12249901 100644 --- a/Samples/NV12toBGRandResize/README.md +++ b/Samples/NV12toBGRandResize/README.md @@ -10,7 +10,7 @@ Graphics Interop, Image Processing, Video Processing ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaMemcpy2D, cudaMallocManaged ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/UnifiedMemoryPerf/Makefile b/Samples/UnifiedMemoryPerf/Makefile index e1ac47c9..03b5461e 100644 --- a/Samples/UnifiedMemoryPerf/Makefile +++ b/Samples/UnifiedMemoryPerf/Makefile @@ -274,9 +274,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/UnifiedMemoryPerf/README.md b/Samples/UnifiedMemoryPerf/README.md index 0ede1f61..416792c3 100644 --- a/Samples/UnifiedMemoryPerf/README.md +++ b/Samples/UnifiedMemoryPerf/README.md @@ -28,7 +28,7 @@ cudaMallocManaged, cudaStreamAttachMemAsync, cudaMemcpyAsync, cudaMallocHost, cu ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2012.sln b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2012.sln deleted file mode 100644 index 5496720e..00000000 --- a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "UnifiedMemoryPerf", "UnifiedMemoryPerf_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2013.sln b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2013.sln deleted file mode 100644 index aa0fcdcc..00000000 --- a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "UnifiedMemoryPerf", "UnifiedMemoryPerf_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2013.vcxproj b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2013.vcxproj deleted file mode 100644 index 24bb15ef..00000000 --- a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2013.vcxproj +++ /dev/null @@ -1,110 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - UnifiedMemoryPerf_vs2013 - UnifiedMemoryPerf - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/UnifiedMemoryPerf.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - - diff --git a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2015.vcxproj b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2015.vcxproj index 2f94fad1..8b789f68 100644 --- a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2015.vcxproj +++ b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/UnifiedMemoryPerf.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -105,6 +105,6 @@ - + diff --git a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2017.vcxproj b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2017.vcxproj index c6df9656..5704c7a9 100644 --- a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2017.vcxproj +++ b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/UnifiedMemoryPerf.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -110,6 +110,6 @@ - + diff --git a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2019.vcxproj b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2019.vcxproj index 92ac82ee..bf1d8bca 100644 --- a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2019.vcxproj +++ b/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/UnifiedMemoryPerf.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -106,6 +106,6 @@ - + diff --git a/Samples/UnifiedMemoryPerf/matrixMultiplyPerf.cu b/Samples/UnifiedMemoryPerf/matrixMultiplyPerf.cu index 8e6df012..00a9e6bc 100644 --- a/Samples/UnifiedMemoryPerf/matrixMultiplyPerf.cu +++ b/Samples/UnifiedMemoryPerf/matrixMultiplyPerf.cu @@ -33,7 +33,7 @@ #define VERIFY_GPU_CORRECTNESS 0 size_t maxSampleSizeInMb = 64; -int numKernelRuns = 100; +int numKernelRuns = 20; int verboseResults = 0; const char *memAllocTypeStr[MEMALLOC_TYPE_COUNT] = { diff --git a/Samples/bandwidthTest/Makefile b/Samples/bandwidthTest/Makefile index 555fe27f..78332244 100644 --- a/Samples/bandwidthTest/Makefile +++ b/Samples/bandwidthTest/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/bandwidthTest/NsightEclipse.xml b/Samples/bandwidthTest/NsightEclipse.xml index 7a584ce8..ed20e3b5 100644 --- a/Samples/bandwidthTest/NsightEclipse.xml +++ b/Samples/bandwidthTest/NsightEclipse.xml @@ -51,6 +51,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/bandwidthTest/README.md b/Samples/bandwidthTest/README.md index fae5ea5a..76c97aca 100644 --- a/Samples/bandwidthTest/README.md +++ b/Samples/bandwidthTest/README.md @@ -10,7 +10,7 @@ CUDA Streams and Events, Performance Strategies ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaSetDevice, cudaHostAlloc, cudaFree, cudaMallocHost, cudaFreeHost, cudaMemcpy ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/bandwidthTest/bandwidthTest_vs2012.sln b/Samples/bandwidthTest/bandwidthTest_vs2012.sln deleted file mode 100644 index 12f46461..00000000 --- a/Samples/bandwidthTest/bandwidthTest_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "bandwidthTest", "bandwidthTest_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/bandwidthTest/bandwidthTest_vs2013.sln b/Samples/bandwidthTest/bandwidthTest_vs2013.sln deleted file mode 100644 index 63178742..00000000 --- a/Samples/bandwidthTest/bandwidthTest_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "bandwidthTest", "bandwidthTest_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/bandwidthTest/bandwidthTest_vs2015.vcxproj b/Samples/bandwidthTest/bandwidthTest_vs2015.vcxproj index 33f53fa9..56587c35 100644 --- a/Samples/bandwidthTest/bandwidthTest_vs2015.vcxproj +++ b/Samples/bandwidthTest/bandwidthTest_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/bandwidthTest.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/bandwidthTest/bandwidthTest_vs2017.vcxproj b/Samples/bandwidthTest/bandwidthTest_vs2017.vcxproj index 6568794d..14d38d56 100644 --- a/Samples/bandwidthTest/bandwidthTest_vs2017.vcxproj +++ b/Samples/bandwidthTest/bandwidthTest_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/bandwidthTest.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/bandwidthTest/bandwidthTest_vs2019.vcxproj b/Samples/bandwidthTest/bandwidthTest_vs2019.vcxproj index 39712461..4c7b7d2c 100644 --- a/Samples/bandwidthTest/bandwidthTest_vs2019.vcxproj +++ b/Samples/bandwidthTest/bandwidthTest_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/bandwidthTest.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/batchedLabelMarkersAndLabelCompressionNPP/Makefile b/Samples/batchedLabelMarkersAndLabelCompressionNPP/Makefile new file mode 100644 index 00000000..e526d239 --- /dev/null +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/Makefile @@ -0,0 +1,329 @@ +################################################################################ +# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions +# are met: +# * Redistributions of source code must retain the above copyright +# notice, this list of conditions and the following disclaimer. +# * Redistributions in binary form must reproduce the above copyright +# notice, this list of conditions and the following disclaimer in the +# documentation and/or other materials provided with the distribution. +# * Neither the name of NVIDIA CORPORATION nor the names of its +# contributors may be used to endorse or promote products derived +# from this software without specific prior written permission. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY +# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR +# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, +# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY +# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +################################################################################ +# +# Makefile project only supported on Mac OS X and Linux Platforms) +# +################################################################################ + +# Location of the CUDA Toolkit +CUDA_PATH ?= /usr/local/cuda + +############################## +# start deprecated interface # +############################## +ifeq ($(x86_64),1) + $(info WARNING - x86_64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=x86_64 instead) + TARGET_ARCH ?= x86_64 +endif +ifeq ($(ARMv7),1) + $(info WARNING - ARMv7 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=armv7l instead) + TARGET_ARCH ?= armv7l +endif +ifeq ($(aarch64),1) + $(info WARNING - aarch64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=aarch64 instead) + TARGET_ARCH ?= aarch64 +endif +ifeq ($(ppc64le),1) + $(info WARNING - ppc64le variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=ppc64le instead) + TARGET_ARCH ?= ppc64le +endif +ifneq ($(GCC),) + $(info WARNING - GCC variable has been deprecated) + $(info WARNING - please use HOST_COMPILER=$(GCC) instead) + HOST_COMPILER ?= $(GCC) +endif +ifneq ($(abi),) + $(error ERROR - abi variable has been removed) +endif +############################ +# end deprecated interface # +############################ + +# architecture +HOST_ARCH := $(shell uname -m) +TARGET_ARCH ?= $(HOST_ARCH) +ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le armv7l)) + ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le)) + TARGET_SIZE := 64 + else ifneq (,$(filter $(TARGET_ARCH),armv7l)) + TARGET_SIZE := 32 + endif + else + TARGET_SIZE := $(shell getconf LONG_BIT) + endif +else + $(error ERROR - unsupported value $(TARGET_ARCH) for TARGET_ARCH!) +endif + +# sbsa and aarch64 systems look similar. Need to differentiate them at host level for now. +ifeq ($(HOST_ARCH),aarch64) + ifeq ($(CUDA_PATH)/targets/sbsa-linux,$(shell ls -1d $(CUDA_PATH)/targets/sbsa-linux)) + HOST_ARCH := sbsa + TARGET_ARCH := sbsa + endif +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq (,$(filter $(HOST_ARCH)-$(TARGET_ARCH),aarch64-armv7l x86_64-armv7l x86_64-aarch64 x86_64-sbsa x86_64-ppc64le)) + $(error ERROR - cross compiling from $(HOST_ARCH) to $(TARGET_ARCH) is not supported!) + endif +endif + +# When on native aarch64 system with userspace of 32-bit, change TARGET_ARCH to armv7l +ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_SIZE),aarch64-aarch64-32) + TARGET_ARCH = armv7l +endif + +# operating system +HOST_OS := $(shell uname -s 2>/dev/null | tr "[:upper:]" "[:lower:]") +TARGET_OS ?= $(HOST_OS) +ifeq (,$(filter $(TARGET_OS),linux darwin qnx android)) + $(error ERROR - unsupported value $(TARGET_OS) for TARGET_OS!) +endif + +# host compiler +ifeq ($(TARGET_OS),darwin) + ifeq ($(shell expr `xcodebuild -version | grep -i xcode | awk '{print $$2}' | cut -d'.' -f1` \>= 5),1) + HOST_COMPILER ?= clang++ + endif +else ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(HOST_ARCH)-$(TARGET_ARCH),x86_64-armv7l) + ifeq ($(TARGET_OS),linux) + HOST_COMPILER ?= arm-linux-gnueabihf-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/arm-unknown-nto-qnx6.6.0eabi-g++ + else ifeq ($(TARGET_OS),android) + HOST_COMPILER ?= arm-linux-androideabi-g++ + endif + else ifeq ($(TARGET_ARCH),aarch64) + ifeq ($(TARGET_OS), linux) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/aarch64-unknown-nto-qnx7.0.0-g++ + else ifeq ($(TARGET_OS), android) + HOST_COMPILER ?= aarch64-linux-android-clang++ + endif + else ifeq ($(TARGET_ARCH),sbsa) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_ARCH),ppc64le) + HOST_COMPILER ?= powerpc64le-linux-gnu-g++ + endif +endif +HOST_COMPILER ?= g++ +NVCC := $(CUDA_PATH)/bin/nvcc -ccbin $(HOST_COMPILER) + +# internal flags +NVCCFLAGS := -m${TARGET_SIZE} +CCFLAGS := +LDFLAGS := + +# build flags +ifeq ($(TARGET_OS),darwin) + LDFLAGS += -rpath $(CUDA_PATH)/lib + CCFLAGS += -arch $(HOST_ARCH) +else ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_OS),x86_64-armv7l-linux) + LDFLAGS += --dynamic-linker=/lib/ld-linux-armhf.so.3 + CCFLAGS += -mfloat-abi=hard +else ifeq ($(TARGET_OS),android) + LDFLAGS += -pie + CCFLAGS += -fpie -fpic -fexceptions +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/arm-linux-gnueabihf + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib -L$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/lib/aarch64-linux-gnu -L$(TARGET_FS)/lib/aarch64-linux-gnu + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib -L$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/aarch64-linux-gnu -L$(TARGET_FS)/usr/lib/aarch64-linux-gnu + LDFLAGS += --unresolved-symbols=ignore-in-shared-libs + CCFLAGS += -isystem=$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include + CCFLAGS += -isystem=$(TARGET_FS)/usr/include/aarch64-linux-gnu -I$(TARGET_FS)/usr/include/aarch64-linux-gnu + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CCFLAGS += -DWIN_INTERFACE_CUSTOM -I/usr/include/aarch64-qnx-gnu + LDFLAGS += -lsocket + LDFLAGS += -rpath=/usr/lib/aarch64-qnx-gnu -L/usr/lib/aarch64-qnx-gnu + ifneq ($(TARGET_FS),) + LDFLAGS += -rpath=$(TARGET_FS)/usr/lib -L $(TARGET_FS)/usr/lib + LDFLAGS += -rpath=$(TARGET_FS)/usr/libnvidia -L $(TARGET_FS)/usr/libnvidia + endif + ifdef TARGET_OVERRIDE # cuda toolkit targets override + NVCCFLAGS += -target-dir $(TARGET_OVERRIDE) + endif + endif +endif + +# Install directory of different arch +CUDA_INSTALL_TARGET_DIR := +ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-gnueabihf/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),sbsa-linux) + CUDA_INSTALL_TARGET_DIR = targets/sbsa-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-android) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-android) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-qnx) + CUDA_INSTALL_TARGET_DIR = targets/ARMv7-linux-QNX/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-qnx/ +else ifeq ($(TARGET_ARCH),ppc64le) + CUDA_INSTALL_TARGET_DIR = targets/ppc64le-linux/ +endif + +# Debug build flags +ifeq ($(dbg),1) + NVCCFLAGS += -g -G + BUILD_TYPE := debug +else + BUILD_TYPE := release +endif + +ALL_CCFLAGS := +ALL_CCFLAGS += $(NVCCFLAGS) +ALL_CCFLAGS += $(EXTRA_NVCCFLAGS) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(CCFLAGS)) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(EXTRA_CCFLAGS)) + +SAMPLE_ENABLED := 1 + +# This sample is not supported on Mac OSX +ifeq ($(TARGET_OS),darwin) + $(info >>> WARNING - batchedLabelMarkersAndLabelCompressionNPP is not supported on Mac OSX - waiving sample <<<) + SAMPLE_ENABLED := 0 +endif + +ALL_LDFLAGS := +ALL_LDFLAGS += $(ALL_CCFLAGS) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(LDFLAGS)) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(EXTRA_LDFLAGS)) + +# Common includes and paths for CUDA +INCLUDES := -I../../Common +LIBRARIES := + +################################################################################ + +# Gencode arguments +SMS ?= + +ifeq ($(GENCODE_FLAGS),) +# Generate SASS code for each SM architecture listed in $(SMS) +$(foreach sm,$(SMS),$(eval GENCODE_FLAGS += -gencode arch=compute_$(sm),code=sm_$(sm))) + +ifeq ($(SMS),) +# Generate PTX code from SM 35 +GENCODE_FLAGS += -gencode arch=compute_35,code=compute_35 +endif + +# Generate PTX code from the highest SM architecture in $(SMS) to guarantee forward-compatibility +HIGHEST_SM := $(lastword $(sort $(SMS))) +ifneq ($(HIGHEST_SM),) +GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM) +endif +endif + +LIBRARIES += -lnppisu_static -lnppif_static -lnppc_static -lculibos + +ifeq ($(SAMPLE_ENABLED),0) +EXEC ?= @echo "[@]" +endif + +################################################################################ + +# Target rules +all: build + +build: batchedLabelMarkersAndLabelCompressionNPP + +check.deps: +ifeq ($(SAMPLE_ENABLED),0) + @echo "Sample will be waived due to the above missing dependencies" +else + @echo "Sample is ready - all dependencies have been met" +endif + +batchedLabelMarkersAndLabelCompressionNPP.o:batchedLabelMarkersAndLabelCompressionNPP.cpp + $(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $< + +batchedLabelMarkersAndLabelCompressionNPP: batchedLabelMarkersAndLabelCompressionNPP.o + $(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES) + $(EXEC) mkdir -p ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + $(EXEC) cp $@ ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + +run: build + $(EXEC) ./batchedLabelMarkersAndLabelCompressionNPP + +clean: + rm -f batchedLabelMarkersAndLabelCompressionNPP batchedLabelMarkersAndLabelCompressionNPP.o + rm -rf ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/batchedLabelMarkersAndLabelCompressionNPP + +clobber: clean diff --git a/Samples/batchedLabelMarkersAndLabelCompressionNPP/NsightEclipse.xml b/Samples/batchedLabelMarkersAndLabelCompressionNPP/NsightEclipse.xml new file mode 100644 index 00000000..1ec37fb7 --- /dev/null +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/NsightEclipse.xml @@ -0,0 +1,76 @@ + + + + batchedLabelMarkersAndLabelCompressionNPP + + whole + true + + ./ + ../ + ../../common/inc + + + Performance Strategies + Image Processing + NPP Library + Using NPP Batch Functions + + + CUDA + NPP + Image Processing + + + nppisu_static + nppif_static + nppc_static + culibos + + + + true + batchedLabelMarkersAndLabelCompressionNPP.cpp + + NPP + + + 1:CUDA Basic Topics + 1:Performance Strategies + 2:Image Processing + 2:Computer Vision + + sm35 + sm37 + sm50 + sm52 + sm60 + sm61 + sm70 + sm72 + sm75 + sm80 + sm86 + + + x86_64 + linux + + + windows7 + + + arm + + + ppc64le + linux + + + + all + + Batched Label Markers And Label Compression NPP + exe + diff --git a/Samples/batchedLabelMarkersAndLabelCompressionNPP/README.md b/Samples/batchedLabelMarkersAndLabelCompressionNPP/README.md new file mode 100644 index 00000000..7212c14a --- /dev/null +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/README.md @@ -0,0 +1,72 @@ +# batchedLabelMarkersAndLabelCompressionNPP - Batched Label Markers And Label Compression NPP + +## Description + +An NPP CUDA Sample that demonstrates how to use the NPP label markers generation and label compression functions based on a Union Find (UF) algorithm including both +single image and batched image versions. + +## Key Concepts + +Performance Strategies, Image Processing, NPP Library, Using NPP Batch Functions + +## Supported SM Architectures + +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) + +## Supported OSes + +Linux, Windows + +## Supported CPU Architecture + +x86_64, ppc64le, armv7l + +## CUDA APIs involved + +## Dependencies needed to build/run +[NPP](../../README.md#npp) + +## Prerequisites + +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Make sure the dependencies mentioned in [Dependencies]() section above are installed. + +## Build and Run + +### Windows +The Windows samples are built using the Visual Studio IDE. Solution files (.sln) are provided for each supported version of Visual Studio, using the format: +``` +*_vs.sln - for Visual Studio +``` +Each individual sample has its own set of solution files in its directory: + +To build/examine all the samples at once, the complete solution files should be used. To build/examine a single sample, the individual sample solution files should be used. +> **Note:** Some samples require that the Microsoft DirectX SDK (June 2010 or newer) be installed and that the VC++ directory paths are properly set up (**Tools > Options...**). Check DirectX Dependencies section for details." + +### Linux +The Linux samples are built using makefiles. To use the makefiles, change the current directory to the sample directory you wish to build, and run make: +``` +$ cd +$ make +``` +The samples makefiles can take advantage of certain options: +* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, armv7l. + By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.
+`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
`$ make TARGET_ARCH=armv7l`
+ See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details. +* **dbg=1** - build with debug symbols + ``` + $ make dbg=1 + ``` +* **SMS="A B ..."** - override the SM architectures for which the sample will be built, where `"A B ..."` is a space-delimited list of SM architectures. For example, to generate SASS for SM 50 and SM 60, use `SMS="50 60"`. + ``` + $ make SMS="50 60" + ``` + +* **HOST_COMPILER=** - override the default g++ host compiler. See the [Linux Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#system-requirements) for a list of supported host compilers. +``` + $ make HOST_COMPILER=g++ +``` + +## References (for more details) + diff --git a/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP.cpp b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP.cpp new file mode 100644 index 00000000..6079a289 --- /dev/null +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP.cpp @@ -0,0 +1,798 @@ +/* Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions + * are met: + * * Redistributions of source code must retain the above copyright + * notice, this list of conditions and the following disclaimer. + * * Redistributions in binary form must reproduce the above copyright + * notice, this list of conditions and the following disclaimer in the + * documentation and/or other materials provided with the distribution. + * * Neither the name of NVIDIA CORPORATION nor the names of its + * contributors may be used to endorse or promote products derived + * from this software without specific prior written permission. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY + * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE + * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR + * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR + * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + */ + +#if defined(WIN32) || defined(_WIN32) || defined(WIN64) || defined(_WIN64) +#define WINDOWS_LEAN_AND_MEAN +#define NOMINMAX +#include +#pragma warning(disable : 4819) +#endif + +#include +#include +#include + +#include +#include + +// Note: If you want to view these images we HIGHLY recommend using imagej +// which is free on the internet and works on most platforms +// because it is one of the few image viewing apps that can display 32 +// bit integer image data. While it normalizes the data to floating +// point values for viewing it still provides a good representation of +// the relative brightness of each label value. Note that label +// compression output results in smaller differences between label values +// making it visually more difficult to detect differences in labeled +// regions. If you have an editor that can display hex values you can +// see what the exact values of each label is, every 4 bytes represents 1 +// 32 bit integer label value. +// +// The files read and written by this sample app use RAW image format, +// that is, only the image data itself exists in the files with no image +// format information. When viewing RAW files with imagej just enter +// the image size and bit depth values that are part of the file name +// when requested by imagej. +// +// This sample app works in 2 stages, first it processes all of the +// images individually then it processes them all again in 1 batch using +// the Batch_Advanced versions of the NPP batch functions which allow +// each image to have it's own ROI. The 2 stages are completely +// separable but in this sample the second stage takes advantage of some +// of the data that has already been initialized. +// +// Note that there is a small amount of variability in the number of +// unique label markers generated from one run to the next by the UF +// algorithm. +// +// Performance of ALL NPP image batch functions is limited by the maximum +// ROI height in the list of images. + +// Batched label compression support is only available on NPP versions > 11.0, +// comment out if using NPP 11.0 +#define USE_BATCHED_LABEL_COMPRESSION 1 + +#define NUMBER_OF_IMAGES 5 + +Npp8u *pInputImageDev[NUMBER_OF_IMAGES]; +Npp8u *pInputImageHost[NUMBER_OF_IMAGES]; +Npp8u *pUFGenerateLabelsScratchBufferDev[NUMBER_OF_IMAGES]; +Npp8u *pUFCompressedLabelsScratchBufferDev[NUMBER_OF_IMAGES]; +Npp32u *pUFLabelDev[NUMBER_OF_IMAGES]; +Npp32u *pUFLabelHost[NUMBER_OF_IMAGES]; +NppiImageDescriptor *pUFBatchSrcImageListDev = 0; +NppiImageDescriptor *pUFBatchSrcDstImageListDev = 0; +NppiImageDescriptor *pUFBatchSrcImageListHost = 0; +NppiImageDescriptor *pUFBatchSrcDstImageListHost = 0; +NppiBufferDescriptor *pUFBatchSrcDstScratchBufferListDev = + 0; // from nppi_filtering_functions.h +NppiBufferDescriptor *pUFBatchSrcDstScratchBufferListHost = 0; +Npp32u *pUFBatchPerImageCompressedCountListDev = 0; +Npp32u *pUFBatchPerImageCompressedCountListHost = 0; + +void tearDown() // Clean up and tear down +{ + if (pUFBatchPerImageCompressedCountListDev != 0) + cudaFree(pUFBatchPerImageCompressedCountListDev); + if (pUFBatchSrcDstScratchBufferListDev != 0) + cudaFree(pUFBatchSrcDstScratchBufferListDev); + if (pUFBatchSrcDstImageListDev != 0) cudaFree(pUFBatchSrcDstImageListDev); + if (pUFBatchSrcImageListDev != 0) cudaFree(pUFBatchSrcImageListDev); + if (pUFBatchPerImageCompressedCountListHost != 0) + free(pUFBatchPerImageCompressedCountListHost); + if (pUFBatchSrcDstScratchBufferListHost != 0) + free(pUFBatchSrcDstScratchBufferListHost); + if (pUFBatchSrcDstImageListHost != 0) free(pUFBatchSrcDstImageListHost); + if (pUFBatchSrcImageListHost != 0) free(pUFBatchSrcImageListHost); + + for (int j = 0; j < NUMBER_OF_IMAGES; j++) { + if (pUFCompressedLabelsScratchBufferDev[j] != 0) + cudaFree(pUFCompressedLabelsScratchBufferDev[j]); + if (pUFGenerateLabelsScratchBufferDev[j] != 0) + cudaFree(pUFGenerateLabelsScratchBufferDev[j]); + if (pUFLabelDev[j] != 0) cudaFree(pUFLabelDev[j]); + if (pInputImageDev[j] != 0) cudaFree(pInputImageDev[j]); + if (pUFLabelHost[j] != 0) free(pUFLabelHost[j]); + if (pInputImageHost[j] != 0) free(pInputImageHost[j]); + } +} + +const std::string &LabelMarkersOutputFile0 = + "Lena_LabelMarkersUF_8Way_512x512_32u.raw"; +const std::string &LabelMarkersOutputFile1 = + "CT_skull_LabelMarkersUF_8Way_512x512_32u.raw"; +const std::string &LabelMarkersOutputFile2 = + "PCB_METAL_LabelMarkersUF_8Way_509x335_32u.raw"; +const std::string &LabelMarkersOutputFile3 = + "PCB2_LabelMarkersUF_8Way_1024x683_32u.raw"; +const std::string &LabelMarkersOutputFile4 = + "PCB_LabelMarkersUF_8Way_1280x720_32u.raw"; + +const std::string &CompressedMarkerLabelsOutputFile0 = + "Lena_CompressedMarkerLabelsUF_8Way_512x512_32u.raw"; +const std::string &CompressedMarkerLabelsOutputFile1 = + "CT_skull_CompressedMarkerLabelsUF_8Way_512x512_32u.raw"; +const std::string &CompressedMarkerLabelsOutputFile2 = + "PCB_METAL_CompressedMarkerLabelsUF_8Way_509x335_32u.raw"; +const std::string &CompressedMarkerLabelsOutputFile3 = + "PCB2_CompressedMarkerLabelsUF_8Way_1024x683_32u.raw"; +const std::string &CompressedMarkerLabelsOutputFile4 = + "PCB_CompressedMarkerLabelsUF_8Way_1280x720_32u.raw"; + +const std::string &LabelMarkersBatchOutputFile0 = + "Lena_LabelMarkersUFBatch_8Way_512x512_32u.raw"; +const std::string &LabelMarkersBatchOutputFile1 = + "CT_skull_LabelMarkersUFBatch_8Way_512x512_32u.raw"; +const std::string &LabelMarkersBatchOutputFile2 = + "PCB_METAL_LabelMarkersUFBatch_8Way_509x335_32u.raw"; +const std::string &LabelMarkersBatchOutputFile3 = + "PCB2_LabelMarkersUFBatch_8Way_1024x683_32u.raw"; +const std::string &LabelMarkersBatchOutputFile4 = + "PCB_LabelMarkersUFBatch_8Way_1280x720_32u.raw"; + +const std::string &CompressedMarkerLabelsBatchOutputFile0 = + "Lena_CompressedMarkerLabelsUFBatch_8Way_512x512_32u.raw"; +const std::string &CompressedMarkerLabelsBatchOutputFile1 = + "CT_skull_CompressedMarkerLabelsUFBatch_8Way_512x512_32u.raw"; +const std::string &CompressedMarkerLabelsBatchOutputFile2 = + "PCB_METAL_CompressedMarkerLabelsUFBatch_8Way_509x335_32u.raw"; +const std::string &CompressedMarkerLabelsBatchOutputFile3 = + "PCB2_CompressedMarkerLabelsUFBatch_8Way_1024x683_32u.raw"; +const std::string &CompressedMarkerLabelsBatchOutputFile4 = + "PCB_CompressedMarkerLabelsUFBatch_8Way_1280x720_32u.raw"; + +int loadRaw8BitImage(Npp8u *pImage, int nWidth, int nHeight, int nImage) { + FILE *bmpFile; + size_t nSize; + + if (nImage == 0) { + if (nWidth != 512 || nHeight != 512) return -1; + const char *fileName = "lena_512x512_8u.raw"; + const char *InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } else if (nImage == 1) { + if (nWidth != 512 || nHeight != 512) return -1; + const char *fileName = "CT_skull_512x512_8u.raw"; + const char *InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } else if (nImage == 2) { + if (nWidth != 509 || nHeight != 335) return -1; + const char *fileName = "PCB_METAL_509x335_8u.raw"; + const char *InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } else if (nImage == 3) { + if (nWidth != 1024 || nHeight != 683) return -1; + const char *fileName = "PCB2_1024x683_8u.raw"; + const char *InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } else if (nImage == 4) { + if (nWidth != 1280 || nHeight != 720) return -1; + const char *fileName = "PCB_1280x720_8u.raw"; + const char *InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } else { + printf("Input file load failed.\n"); + return -1; + } + + if (bmpFile == NULL) return -1; + nSize = fread(pImage, 1, nWidth * nHeight, bmpFile); + if (nSize < nWidth * nHeight) { + fclose(bmpFile); + return -1; + } + fclose(bmpFile); + + printf("Input file load succeeded.\n"); + + return 0; +} + +int main(int argc, char **argv) { + int aGenerateLabelsScratchBufferSize[NUMBER_OF_IMAGES]; + int aCompressLabelsScratchBufferSize[NUMBER_OF_IMAGES]; + + int nCompressedLabelCount = 0; + cudaError_t cudaError; + NppStatus nppStatus; + NppStreamContext nppStreamCtx; + FILE *bmpFile; + + for (int j = 0; j < NUMBER_OF_IMAGES; j++) { + pInputImageDev[j] = 0; + pInputImageHost[j] = 0; + pUFGenerateLabelsScratchBufferDev[j] = 0; + pUFCompressedLabelsScratchBufferDev[j] = 0; + pUFLabelDev[j] = 0; + pUFLabelHost[j] = 0; + } + + nppStreamCtx.hStream = 0; // The NULL stream by default, set this to whatever + // your stream ID is if not the NULL stream. + + cudaError = cudaGetDevice(&nppStreamCtx.nCudaDeviceId); + if (cudaError != cudaSuccess) { + printf("CUDA error: no devices supporting CUDA.\n"); + return NPP_NOT_SUFFICIENT_COMPUTE_CAPABILITY; + } + + const NppLibraryVersion *libVer = nppGetLibVersion(); + + printf("NPP Library Version %d.%d.%d\n", libVer->major, libVer->minor, + libVer->build); + + int driverVersion, runtimeVersion; + cudaDriverGetVersion(&driverVersion); + cudaRuntimeGetVersion(&runtimeVersion); + + printf("CUDA Driver Version: %d.%d\n", driverVersion / 1000, + (driverVersion % 100) / 10); + printf("CUDA Runtime Version: %d.%d\n\n", runtimeVersion / 1000, + (runtimeVersion % 100) / 10); + + cudaError = cudaDeviceGetAttribute( + &nppStreamCtx.nCudaDevAttrComputeCapabilityMajor, + cudaDevAttrComputeCapabilityMajor, nppStreamCtx.nCudaDeviceId); + if (cudaError != cudaSuccess) return NPP_NOT_SUFFICIENT_COMPUTE_CAPABILITY; + + cudaError = cudaDeviceGetAttribute( + &nppStreamCtx.nCudaDevAttrComputeCapabilityMinor, + cudaDevAttrComputeCapabilityMinor, nppStreamCtx.nCudaDeviceId); + if (cudaError != cudaSuccess) return NPP_NOT_SUFFICIENT_COMPUTE_CAPABILITY; + + cudaError = + cudaStreamGetFlags(nppStreamCtx.hStream, &nppStreamCtx.nStreamFlags); + + cudaDeviceProp oDeviceProperties; + + cudaError = + cudaGetDeviceProperties(&oDeviceProperties, nppStreamCtx.nCudaDeviceId); + + nppStreamCtx.nMultiProcessorCount = oDeviceProperties.multiProcessorCount; + nppStreamCtx.nMaxThreadsPerMultiProcessor = + oDeviceProperties.maxThreadsPerMultiProcessor; + nppStreamCtx.nMaxThreadsPerBlock = oDeviceProperties.maxThreadsPerBlock; + nppStreamCtx.nSharedMemPerBlock = oDeviceProperties.sharedMemPerBlock; + + NppiSize oSizeROI[NUMBER_OF_IMAGES]; + + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + if (nImage == 0) { + oSizeROI[nImage].width = 512; + oSizeROI[nImage].height = 512; + } else if (nImage == 1) { + oSizeROI[nImage].width = 512; + oSizeROI[nImage].height = 512; + } else if (nImage == 2) { + oSizeROI[nImage].width = 509; + oSizeROI[nImage].height = 335; + } else if (nImage == 3) { + oSizeROI[nImage].width = 1024; + oSizeROI[nImage].height = 683; + } else if (nImage == 4) { + oSizeROI[nImage].width = 1280; + oSizeROI[nImage].height = 720; + } + + // NOTE: While using cudaMallocPitch() to allocate device memory for NPP can + // significantly improve the performance of many NPP functions, for UF + // function label markers generation or compression DO NOT USE + // cudaMallocPitch(). Doing so could result in incorrect output. + + cudaError = cudaMalloc( + (void **)&pInputImageDev[nImage], + oSizeROI[nImage].width * sizeof(Npp8u) * oSizeROI[nImage].height); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + // For images processed with UF label markers functions ROI width and height + // for label markers generation output AND marker compression functions MUST + // be the same AND line pitch MUST be equal to ROI.width * sizeof(Npp32u). + // Also the image pointer used for label markers generation output must + // start at the same position in the image as it does in the marker + // compression function. Also note that actual input image size and ROI do + // not necessarily need to be related other than ROI being less than or + // equal to image size and image starting position does not necessarily have + // to be at pixel 0 in the input image. + + cudaError = cudaMalloc( + (void **)&pUFLabelDev[nImage], + oSizeROI[nImage].width * sizeof(Npp32u) * oSizeROI[nImage].height); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + pInputImageHost[nImage] = reinterpret_cast(malloc( + oSizeROI[nImage].width * sizeof(Npp8u) * oSizeROI[nImage].height)); + pUFLabelHost[nImage] = reinterpret_cast(malloc( + oSizeROI[nImage].width * sizeof(Npp32u) * oSizeROI[nImage].height)); + + // Use UF functions throughout this sample. + + nppStatus = nppiLabelMarkersUFGetBufferSize_32u_C1R( + oSizeROI[nImage], &aGenerateLabelsScratchBufferSize[nImage]); + + // One at a time image processing + + cudaError = cudaMalloc((void **)&pUFGenerateLabelsScratchBufferDev[nImage], + aGenerateLabelsScratchBufferSize[nImage]); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + if (loadRaw8BitImage(pInputImageHost[nImage], + oSizeROI[nImage].width * sizeof(Npp8u), + oSizeROI[nImage].height, nImage) == 0) { + cudaError = cudaMemcpy2DAsync( + pInputImageDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + pInputImageHost[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyHostToDevice, nppStreamCtx.hStream); + + nppStatus = nppiLabelMarkersUF_8u32u_C1R_Ctx( + pInputImageDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + pUFLabelDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + oSizeROI[nImage], nppiNormInf, + pUFGenerateLabelsScratchBufferDev[nImage], nppStreamCtx); + + if (nppStatus != NPP_SUCCESS) { + if (nImage == 0) + printf("Lena_LabelMarkersUF_8Way_512x512_32u failed.\n"); + else if (nImage == 1) + printf("CT_skull_LabelMarkersUF_8Way_512x512_32u failed.\n"); + else if (nImage == 2) + printf("PCB_METAL_LabelMarkersUF_8Way_509x335_32u failed.\n"); + else if (nImage == 3) + printf("PCB2_LabelMarkersUF_8Way_1024x683_32u failed.\n"); + else if (nImage == 4) + printf("PCB_LabelMarkersUF_8Way_1280x720_32u failed.\n"); + tearDown(); + return -1; + } + + cudaError = cudaMemcpy2DAsync( + pUFLabelHost[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + pUFLabelDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + oSizeROI[nImage].width * sizeof(Npp32u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + + // Wait host image read backs to complete, not necessary if no need to + // synchronize + if ((cudaError = cudaStreamSynchronize(nppStreamCtx.hStream)) != + cudaSuccess) { + printf("Post label generation cudaStreamSynchronize failed\n"); + tearDown(); + return -1; + } + + if (nImage == 0) + bmpFile = fopen(LabelMarkersOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(LabelMarkersOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(LabelMarkersOutputFile2.c_str(), "wb"); + else if (nImage == 3) + bmpFile = fopen(LabelMarkersOutputFile3.c_str(), "wb"); + else if (nImage == 4) + bmpFile = fopen(LabelMarkersOutputFile4.c_str(), "wb"); + + if (bmpFile == NULL) return -1; + size_t nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) { + nSize += fwrite(&pUFLabelHost[nImage][j * oSizeROI[nImage].width], + sizeof(Npp32u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + + nppStatus = nppiCompressMarkerLabelsGetBufferSize_32u_C1R( + oSizeROI[nImage].width * oSizeROI[nImage].height, + &aCompressLabelsScratchBufferSize[nImage]); + if (nppStatus != NPP_NO_ERROR) return nppStatus; + + cudaError = + cudaMalloc((void **)&pUFCompressedLabelsScratchBufferDev[nImage], + aCompressLabelsScratchBufferSize[nImage]); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + nCompressedLabelCount = 0; + + nppStatus = nppiCompressMarkerLabelsUF_32u_C1IR( + pUFLabelDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + oSizeROI[nImage], oSizeROI[nImage].width * oSizeROI[nImage].height, + &nCompressedLabelCount, pUFCompressedLabelsScratchBufferDev[nImage]); + + if (nppStatus != NPP_SUCCESS) { + if (nImage == 0) + printf("Lena_CompressedLabelMarkersUF_8Way_512x512_32u failed.\n"); + else if (nImage == 1) + printf( + "CT_Skull_CompressedLabelMarkersUF_8Way_512x512_32u failed.\n"); + else if (nImage == 2) + printf( + "PCB_METAL_CompressedLabelMarkersUF_8Way_509x335_32u failed.\n"); + else if (nImage == 3) + printf("PCB2_CompressedLabelMarkersUF_8Way_1024x683_32u failed.\n"); + else if (nImage == 4) + printf("PCB_CompressedLabelMarkersUF_8Way_1280x720_32u failed.\n"); + tearDown(); + return -1; + } + + cudaError = cudaMemcpy2DAsync( + pUFLabelHost[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + pUFLabelDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + oSizeROI[nImage].width * sizeof(Npp32u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + + // Wait for host image read backs to finish, not necessary if no need to + // synchronize + if ((cudaError = cudaStreamSynchronize(nppStreamCtx.hStream)) != + cudaSuccess || + nCompressedLabelCount == 0) { + printf("Post label compression cudaStreamSynchronize failed\n"); + tearDown(); + return -1; + } + + if (nImage == 0) + bmpFile = fopen(CompressedMarkerLabelsOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(CompressedMarkerLabelsOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(CompressedMarkerLabelsOutputFile2.c_str(), "wb"); + else if (nImage == 3) + bmpFile = fopen(CompressedMarkerLabelsOutputFile3.c_str(), "wb"); + else if (nImage == 4) + bmpFile = fopen(CompressedMarkerLabelsOutputFile4.c_str(), "wb"); + + if (bmpFile == NULL) return -1; + nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) { + nSize += fwrite(&pUFLabelHost[nImage][j * oSizeROI[nImage].width], + sizeof(Npp32u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + + if (nImage == 0) + printf( + "Lena_CompressedMarkerLabelsUF_8Way_512x512_32u succeeded, " + "compressed label count is %d.\n", + nCompressedLabelCount); + else if (nImage == 1) + printf( + "CT_Skull_CompressedMarkerLabelsUF_8Way_512x512_32u succeeded, " + "compressed label count is %d.\n", + nCompressedLabelCount); + else if (nImage == 2) + printf( + "PCB_METAL_CompressedMarkerLabelsUF_8Way_509x335_32u succeeded, " + "compressed label count is %d.\n", + nCompressedLabelCount); + else if (nImage == 3) + printf( + "PCB2_CompressedMarkerLabelsUF_8Way_1024x683_32u succeeded, " + "compressed label count is %d.\n", + nCompressedLabelCount); + else if (nImage == 4) + printf( + "PCB_CompressedMarkerLabelsUF_8Way_1280x720_32u succeeded, " + "compressed label count is %d.\n", + nCompressedLabelCount); + } + } + + // Batch image processing + + // We want to allocate scratch buffers more efficiently for batch processing + // so first we free up the scratch buffers for image 0 and reallocate them. + // This is not required but helps cudaMalloc to work more efficiently. + + cudaFree(pUFCompressedLabelsScratchBufferDev[0]); + + int nTotalBatchedUFCompressLabelsScratchBufferDevSize = 0; + + for (int k = 0; k < NUMBER_OF_IMAGES; k++) + nTotalBatchedUFCompressLabelsScratchBufferDevSize += + aCompressLabelsScratchBufferSize[k]; + + cudaError = cudaMalloc((void **)&pUFCompressedLabelsScratchBufferDev[0], + nTotalBatchedUFCompressLabelsScratchBufferDevSize); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + // Now allocate batch lists + + int nBatchImageListBytes = NUMBER_OF_IMAGES * sizeof(NppiImageDescriptor); + + cudaError = + cudaMalloc((void **)&pUFBatchSrcImageListDev, nBatchImageListBytes); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + cudaError = + cudaMalloc((void **)&pUFBatchSrcDstImageListDev, nBatchImageListBytes); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + pUFBatchSrcImageListHost = + reinterpret_cast(malloc(nBatchImageListBytes)); + pUFBatchSrcDstImageListHost = + reinterpret_cast(malloc(nBatchImageListBytes)); + + NppiSize oMaxROISize = {0, 0}; + + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + pUFBatchSrcImageListHost[nImage].pData = pInputImageDev[nImage]; + pUFBatchSrcImageListHost[nImage].nStep = + oSizeROI[nImage].width * sizeof(Npp8u); + // src image oSize parameter is ignored in these NPP functions + pUFBatchSrcDstImageListHost[nImage].pData = pUFLabelDev[nImage]; + pUFBatchSrcDstImageListHost[nImage].nStep = + oSizeROI[nImage].width * sizeof(Npp32u); + pUFBatchSrcDstImageListHost[nImage].oSize = oSizeROI[nImage]; + if (oSizeROI[nImage].width > oMaxROISize.width) + oMaxROISize.width = oSizeROI[nImage].width; + if (oSizeROI[nImage].height > oMaxROISize.height) + oMaxROISize.height = oSizeROI[nImage].height; + } + + // Copy label generation batch lists from CPU to GPU + cudaError = cudaMemcpyAsync(pUFBatchSrcImageListDev, pUFBatchSrcImageListHost, + nBatchImageListBytes, cudaMemcpyHostToDevice, + nppStreamCtx.hStream); + if (cudaError != cudaSuccess) return NPP_MEMCPY_ERROR; + + cudaError = cudaMemcpyAsync(pUFBatchSrcDstImageListDev, + pUFBatchSrcDstImageListHost, nBatchImageListBytes, + cudaMemcpyHostToDevice, nppStreamCtx.hStream); + if (cudaError != cudaSuccess) return NPP_MEMCPY_ERROR; + + // We use 8-way neighbor search throughout this example + nppStatus = nppiLabelMarkersUFBatch_8u32u_C1R_Advanced_Ctx( + pUFBatchSrcImageListDev, pUFBatchSrcDstImageListDev, NUMBER_OF_IMAGES, + oMaxROISize, nppiNormInf, nppStreamCtx); + + if (nppStatus != NPP_SUCCESS) { + printf("LabelMarkersUFBatch_8Way_8u32u failed.\n"); + tearDown(); + return -1; + } + + // Now read back generated device images to the host + + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + cudaError = cudaMemcpy2DAsync( + pUFLabelHost[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + pUFLabelDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + oSizeROI[nImage].width * sizeof(Npp32u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + } + + // Wait for host image read backs to complete, not necessary if no need to + // synchronize + if ((cudaError = cudaStreamSynchronize(nppStreamCtx.hStream)) != + cudaSuccess) { + printf("Post label generation cudaStreamSynchronize failed\n"); + tearDown(); + return -1; + } + + // Save output to files + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + if (nImage == 0) + bmpFile = fopen(LabelMarkersBatchOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(LabelMarkersBatchOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(LabelMarkersBatchOutputFile2.c_str(), "wb"); + else if (nImage == 3) + bmpFile = fopen(LabelMarkersBatchOutputFile3.c_str(), "wb"); + else if (nImage == 4) + bmpFile = fopen(LabelMarkersBatchOutputFile4.c_str(), "wb"); + + if (bmpFile == NULL) return -1; + size_t nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) { + nSize += fwrite(&pUFLabelHost[nImage][j * oSizeROI[nImage].width], + sizeof(Npp32u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + } + +#ifdef USE_BATCHED_LABEL_COMPRESSION + + // Now allocate scratch buffer memory for batched label compression + cudaError = cudaMalloc((void **)&pUFBatchSrcDstScratchBufferListDev, + NUMBER_OF_IMAGES * sizeof(NppiBufferDescriptor)); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + cudaError = cudaMalloc((void **)&pUFBatchPerImageCompressedCountListDev, + NUMBER_OF_IMAGES * sizeof(Npp32u)); + if (cudaError != cudaSuccess) return NPP_MEMORY_ALLOCATION_ERR; + + // Allocate host side scratch buffer point and size list and initialize with + // device scratch buffer pointers + pUFBatchSrcDstScratchBufferListHost = + reinterpret_cast( + malloc(NUMBER_OF_IMAGES * sizeof(NppiBufferDescriptor))); + + pUFBatchPerImageCompressedCountListHost = + reinterpret_cast(malloc(NUMBER_OF_IMAGES * sizeof(Npp32u))); + + // Start buffer pointer at beginning of full per image buffer list sized + // pUFCompressedLabelsScratchBufferDev[0] + Npp32u *pCurUFCompressedLabelsScratchBufferDev = + reinterpret_cast(pUFCompressedLabelsScratchBufferDev[0]); + + int nMaxUFCompressedLabelsScratchBufferSize = 0; + + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + // This particular function works on in-place data and SrcDst image batch + // list has already been initialized in batched label generation function + // setup + + // Initialize each per image buffer descriptor + pUFBatchSrcDstScratchBufferListHost[nImage].pData = + reinterpret_cast(pCurUFCompressedLabelsScratchBufferDev); + pUFBatchSrcDstScratchBufferListHost[nImage].nBufferSize = + aCompressLabelsScratchBufferSize[nImage]; + + if (aCompressLabelsScratchBufferSize[nImage] > + nMaxUFCompressedLabelsScratchBufferSize) + nMaxUFCompressedLabelsScratchBufferSize = + aCompressLabelsScratchBufferSize[nImage]; + + // Offset buffer pointer to next per image buffer + Npp8u *pTempBuffer = + reinterpret_cast(pCurUFCompressedLabelsScratchBufferDev); + pTempBuffer += aCompressLabelsScratchBufferSize[nImage]; + pCurUFCompressedLabelsScratchBufferDev = + reinterpret_cast((void *)(pTempBuffer)); + } + + // Copy compression batch scratch buffer list from CPU to GPU + cudaError = cudaMemcpyAsync(pUFBatchSrcDstScratchBufferListDev, + pUFBatchSrcDstScratchBufferListHost, + NUMBER_OF_IMAGES * sizeof(NppiBufferDescriptor), + cudaMemcpyHostToDevice, nppStreamCtx.hStream); + if (cudaError != cudaSuccess) return NPP_MEMCPY_ERROR; + + nppStatus = nppiCompressMarkerLabelsUFBatch_32u_C1IR_Advanced_Ctx( + pUFBatchSrcDstImageListDev, pUFBatchSrcDstScratchBufferListDev, + pUFBatchPerImageCompressedCountListDev, NUMBER_OF_IMAGES, oMaxROISize, + nMaxUFCompressedLabelsScratchBufferSize, nppStreamCtx); + if (nppStatus != NPP_SUCCESS) { + printf("BatchCompressedLabelMarkersUF_8Way_32u failed.\n"); + tearDown(); + return -1; + } + + // Copy output compressed label images back to host + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + cudaError = cudaMemcpy2DAsync( + pUFLabelHost[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + pUFLabelDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + oSizeROI[nImage].width * sizeof(Npp32u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + } + + // Wait for host image read backs to complete, not necessary if no need to + // synchronize + if ((cudaError = cudaStreamSynchronize(nppStreamCtx.hStream)) != + cudaSuccess) { + printf("Post label compression cudaStreamSynchronize failed\n"); + tearDown(); + return -1; + } + + // Save compressed label images into files + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + if (nImage == 0) + bmpFile = fopen(CompressedMarkerLabelsBatchOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(CompressedMarkerLabelsBatchOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(CompressedMarkerLabelsBatchOutputFile2.c_str(), "wb"); + else if (nImage == 3) + bmpFile = fopen(CompressedMarkerLabelsBatchOutputFile3.c_str(), "wb"); + else if (nImage == 4) + bmpFile = fopen(CompressedMarkerLabelsBatchOutputFile4.c_str(), "wb"); + + if (bmpFile == NULL) return -1; + size_t nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) { + nSize += fwrite(&pUFLabelHost[nImage][j * oSizeROI[nImage].width], + sizeof(Npp32u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + } + + // Read back per image compressed label count. + cudaError = cudaMemcpyAsync(pUFBatchPerImageCompressedCountListHost, + pUFBatchPerImageCompressedCountListDev, + NUMBER_OF_IMAGES * sizeof(Npp32u), + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + if (cudaError != cudaSuccess) { + tearDown(); + return NPP_MEMCPY_ERROR; + } + + // Wait for host read back to complete + cudaError = cudaStreamSynchronize(nppStreamCtx.hStream); + + printf("\n\n"); + + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) { + if (nImage == 0) + printf( + "Lena_CompressedMarkerLabelsUFBatch_8Way_512x512_32u succeeded, " + "compressed label count is %d.\n", + pUFBatchPerImageCompressedCountListHost[nImage]); + else if (nImage == 1) + printf( + "CT_Skull_CompressedMarkerLabelsUFBatch_8Way_512x512_32u succeeded, " + "compressed label count is %d.\n", + pUFBatchPerImageCompressedCountListHost[nImage]); + else if (nImage == 2) + printf( + "PCB_METAL_CompressedMarkerLabelsUFBatch_8Way_509x335_32u succeeded, " + "compressed label count is %d.\n", + pUFBatchPerImageCompressedCountListHost[nImage]); + else if (nImage == 3) + printf( + "PCB2_CompressedMarkerLabelsUFBatch_8Way_1024x683_32u succeeded, " + "compressed label count is %d.\n", + pUFBatchPerImageCompressedCountListHost[nImage]); + else if (nImage == 4) + printf( + "PCB_CompressedMarkerLabelsUFBatch_8Way_1280x720_32u succeeded, " + "compressed label count is %d.\n", + pUFBatchPerImageCompressedCountListHost[nImage]); + } + +#endif // USE_BATCHED_LABEL_COMPRESSION + + tearDown(); + + return 0; +} diff --git a/Samples/matrixMul/matrixMul_vs2013.sln b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2015.sln similarity index 70% rename from Samples/matrixMul/matrixMul_vs2013.sln rename to Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2015.sln index 1c5c1999..f825418b 100644 --- a/Samples/matrixMul/matrixMul_vs2013.sln +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2015.sln @@ -1,7 +1,7 @@  -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "matrixMul", "matrixMul_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +Microsoft Visual Studio Solution File, Format Version 14.00 +# Visual Studio 2015 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "batchedLabelMarkersAndLabelCompressionNPP", "batchedLabelMarkersAndLabelCompressionNPP_vs2015.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2012.vcxproj b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2015.vcxproj similarity index 84% rename from Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2012.vcxproj rename to Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2015.vcxproj index 5de9dbce..f1b183a8 100644 --- a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2012.vcxproj +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2015.vcxproj @@ -15,15 +15,15 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - MersenneTwisterGP11213_vs2012 - MersenneTwisterGP11213 + batchedLabelMarkersAndLabelCompressionNPP_vs2015 + batchedLabelMarkersAndLabelCompressionNPP Application MultiByte - v110 + v140 true @@ -33,7 +33,7 @@ - + @@ -57,9 +57,9 @@ Console - curand.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) + nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/MersenneTwisterGP11213.exe + $(OutDir)/batchedLabelMarkersAndLabelCompressionNPP.exe compute_35,compute_35; @@ -97,11 +97,11 @@ - + - + diff --git a/Samples/matrixMul/matrixMul_vs2012.sln b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2017.sln similarity index 76% rename from Samples/matrixMul/matrixMul_vs2012.sln rename to Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2017.sln index fbbf6070..8819a431 100644 --- a/Samples/matrixMul/matrixMul_vs2012.sln +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2017.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "matrixMul", "matrixMul_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2017 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "batchedLabelMarkersAndLabelCompressionNPP", "batchedLabelMarkersAndLabelCompressionNPP_vs2017.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2012.vcxproj b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2017.vcxproj similarity index 78% rename from Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2012.vcxproj rename to Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2017.vcxproj index 6785596a..50677e91 100644 --- a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2012.vcxproj +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2017.vcxproj @@ -15,15 +15,20 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cannyEdgeDetectorNPP_vs2012 - cannyEdgeDetectorNPP + batchedLabelMarkersAndLabelCompressionNPP_vs2017 + batchedLabelMarkersAndLabelCompressionNPP + + $([Microsoft.Build.Utilities.ToolLocationHelper]::GetLatestSDKTargetPlatformVersion('Windows', '10.0')) + $(LatestTargetPlatformVersion) + $(WindowsTargetPlatformVersion) + Application MultiByte - v110 + v141 true @@ -33,7 +38,7 @@ - + @@ -53,13 +58,13 @@ Level3 WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir);../../Common/UtilNPP;../../Common/FreeImage/include; + ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); Console nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir);../../Common/FreeImage/lib/x64;../../Common/FreeImage/lib/$(TARGET_OS);../../Common/FreeImage/lib/$(TARGET_OS)/$(TARGET_ARCH); - $(OutDir)/cannyEdgeDetectorNPP.exe + $(CudaToolkitLibDir); + $(OutDir)/batchedLabelMarkersAndLabelCompressionNPP.exe compute_35,compute_35; @@ -96,22 +101,12 @@ 64 - - - - - - - - freeimage.lib;%(AdditionalDependencies) - - - + - + diff --git a/Samples/reduction/reduction_vs2012.sln b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2019.sln similarity index 76% rename from Samples/reduction/reduction_vs2012.sln rename to Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2019.sln index dbd1bfc4..f335ed12 100644 --- a/Samples/reduction/reduction_vs2012.sln +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2019.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "reduction", "reduction_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2019 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "batchedLabelMarkersAndLabelCompressionNPP", "batchedLabelMarkersAndLabelCompressionNPP_vs2019.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2013.vcxproj b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2019.vcxproj similarity index 82% rename from Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2013.vcxproj rename to Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2019.vcxproj index 6ba10721..b837147b 100644 --- a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2013.vcxproj +++ b/Samples/batchedLabelMarkersAndLabelCompressionNPP/batchedLabelMarkersAndLabelCompressionNPP_vs2019.vcxproj @@ -15,15 +15,16 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - MersenneTwisterGP11213_vs2013 - MersenneTwisterGP11213 + batchedLabelMarkersAndLabelCompressionNPP_vs2019 + batchedLabelMarkersAndLabelCompressionNPP Application MultiByte - v120 + v142 + 10.0 true @@ -33,7 +34,7 @@ - + @@ -57,9 +58,9 @@ Console - curand.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) + nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/MersenneTwisterGP11213.exe + $(OutDir)/batchedLabelMarkersAndLabelCompressionNPP.exe compute_35,compute_35; @@ -97,11 +98,11 @@ - + - + diff --git a/Samples/bf16TensorCoreGemm/Makefile b/Samples/bf16TensorCoreGemm/Makefile index fdce3af2..090f0a3f 100644 --- a/Samples/bf16TensorCoreGemm/Makefile +++ b/Samples/bf16TensorCoreGemm/Makefile @@ -306,7 +306,7 @@ ifeq ($(TARGET_OS),linux) endif # Gencode arguments -SMS ?= 80 +SMS ?= 80 86 ifeq ($(SMS),) $(info >>> WARNING - no SM architectures have been specified - waiving sample <<<) diff --git a/Samples/bf16TensorCoreGemm/NsightEclipse.xml b/Samples/bf16TensorCoreGemm/NsightEclipse.xml index b5f1ba54..ad3ddc44 100644 --- a/Samples/bf16TensorCoreGemm/NsightEclipse.xml +++ b/Samples/bf16TensorCoreGemm/NsightEclipse.xml @@ -43,6 +43,7 @@ 1:CUDA Basic Topics sm80 + sm86 x86_64 diff --git a/Samples/bf16TensorCoreGemm/README.md b/Samples/bf16TensorCoreGemm/README.md index e6dc6c95..04aba3f0 100644 --- a/Samples/bf16TensorCoreGemm/README.md +++ b/Samples/bf16TensorCoreGemm/README.md @@ -10,7 +10,7 @@ Matrix Multiply, WMMA, Tensor Cores ## Supported SM Architectures -[SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaMallocManaged, cudaDeviceSynchronize, cudaFuncSetAttribute, cudaEventCreate, ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2015.vcxproj b/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2015.vcxproj index 74b23342..3d43ae7f 100644 --- a/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2015.vcxproj +++ b/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/bf16TensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2017.vcxproj b/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2017.vcxproj index d7a4f280..cdb02eef 100644 --- a/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2017.vcxproj +++ b/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/bf16TensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2019.vcxproj b/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2019.vcxproj index 628e7ee0..2938910e 100644 --- a/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2019.vcxproj +++ b/Samples/bf16TensorCoreGemm/bf16TensorCoreGemm_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/bf16TensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/binaryPartitionCG/Makefile b/Samples/binaryPartitionCG/Makefile index 4a108e13..e5feb938 100644 --- a/Samples/binaryPartitionCG/Makefile +++ b/Samples/binaryPartitionCG/Makefile @@ -301,9 +301,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/binaryPartitionCG/NsightEclipse.xml b/Samples/binaryPartitionCG/NsightEclipse.xml index fec56867..a710833b 100644 --- a/Samples/binaryPartitionCG/NsightEclipse.xml +++ b/Samples/binaryPartitionCG/NsightEclipse.xml @@ -40,6 +40,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/binaryPartitionCG/README.md b/Samples/binaryPartitionCG/README.md index 113c76db..f752202e 100644 --- a/Samples/binaryPartitionCG/README.md +++ b/Samples/binaryPartitionCG/README.md @@ -10,7 +10,7 @@ Cooperative Groups ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -24,7 +24,7 @@ x86_64, ppc64le, armv7l ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/binaryPartitionCG/binaryPartitionCG_vs2015.vcxproj b/Samples/binaryPartitionCG/binaryPartitionCG_vs2015.vcxproj index d8343a89..4b990f86 100644 --- a/Samples/binaryPartitionCG/binaryPartitionCG_vs2015.vcxproj +++ b/Samples/binaryPartitionCG/binaryPartitionCG_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/binaryPartitionCG.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/binaryPartitionCG/binaryPartitionCG_vs2017.vcxproj b/Samples/binaryPartitionCG/binaryPartitionCG_vs2017.vcxproj index d5d24c47..839145be 100644 --- a/Samples/binaryPartitionCG/binaryPartitionCG_vs2017.vcxproj +++ b/Samples/binaryPartitionCG/binaryPartitionCG_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/binaryPartitionCG.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/binaryPartitionCG/binaryPartitionCG_vs2019.vcxproj b/Samples/binaryPartitionCG/binaryPartitionCG_vs2019.vcxproj index 458e3518..84de4b69 100644 --- a/Samples/binaryPartitionCG/binaryPartitionCG_vs2019.vcxproj +++ b/Samples/binaryPartitionCG/binaryPartitionCG_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/binaryPartitionCG.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/boxFilterNPP/NsightEclipse.xml b/Samples/boxFilterNPP/NsightEclipse.xml index 8b1219f6..b0e598af 100644 --- a/Samples/boxFilterNPP/NsightEclipse.xml +++ b/Samples/boxFilterNPP/NsightEclipse.xml @@ -59,6 +59,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/boxFilterNPP/README.md b/Samples/boxFilterNPP/README.md index d403359c..1dee2b98 100644 --- a/Samples/boxFilterNPP/README.md +++ b/Samples/boxFilterNPP/README.md @@ -10,7 +10,7 @@ Performance Strategies, Image Processing, NPP Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, armv7l ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/boxFilterNPP/boxFilterNPP_vs2012.sln b/Samples/boxFilterNPP/boxFilterNPP_vs2012.sln deleted file mode 100644 index 1f2b1049..00000000 --- a/Samples/boxFilterNPP/boxFilterNPP_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "boxFilterNPP", "boxFilterNPP_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/boxFilterNPP/boxFilterNPP_vs2013.sln b/Samples/boxFilterNPP/boxFilterNPP_vs2013.sln deleted file mode 100644 index 144d2971..00000000 --- a/Samples/boxFilterNPP/boxFilterNPP_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "boxFilterNPP", "boxFilterNPP_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/boxFilterNPP/boxFilterNPP_vs2013.vcxproj b/Samples/boxFilterNPP/boxFilterNPP_vs2013.vcxproj deleted file mode 100644 index 5bb6ba57..00000000 --- a/Samples/boxFilterNPP/boxFilterNPP_vs2013.vcxproj +++ /dev/null @@ -1,117 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - boxFilterNPP_vs2013 - boxFilterNPP - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir);../../Common/UtilNPP;../../Common/FreeImage/include; - - - Console - nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir);../../Common/FreeImage/lib/x64;../../Common/FreeImage/lib/$(TARGET_OS);../../Common/FreeImage/lib/$(TARGET_OS)/$(TARGET_ARCH); - $(OutDir)/boxFilterNPP.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - freeimage.lib;%(AdditionalDependencies) - - - - - - - - - - - diff --git a/Samples/boxFilterNPP/boxFilterNPP_vs2015.vcxproj b/Samples/boxFilterNPP/boxFilterNPP_vs2015.vcxproj index 617ac918..a8dac035 100644 --- a/Samples/boxFilterNPP/boxFilterNPP_vs2015.vcxproj +++ b/Samples/boxFilterNPP/boxFilterNPP_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -112,6 +112,6 @@ - + diff --git a/Samples/boxFilterNPP/boxFilterNPP_vs2017.vcxproj b/Samples/boxFilterNPP/boxFilterNPP_vs2017.vcxproj index 77023d22..ecf6d250 100644 --- a/Samples/boxFilterNPP/boxFilterNPP_vs2017.vcxproj +++ b/Samples/boxFilterNPP/boxFilterNPP_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -117,6 +117,6 @@ - + diff --git a/Samples/boxFilterNPP/boxFilterNPP_vs2019.vcxproj b/Samples/boxFilterNPP/boxFilterNPP_vs2019.vcxproj index eeb3c8a5..fd083632 100644 --- a/Samples/boxFilterNPP/boxFilterNPP_vs2019.vcxproj +++ b/Samples/boxFilterNPP/boxFilterNPP_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -113,6 +113,6 @@ - + diff --git a/Samples/cannyEdgeDetectorNPP/NsightEclipse.xml b/Samples/cannyEdgeDetectorNPP/NsightEclipse.xml index d8bc0479..f34e30e1 100644 --- a/Samples/cannyEdgeDetectorNPP/NsightEclipse.xml +++ b/Samples/cannyEdgeDetectorNPP/NsightEclipse.xml @@ -55,6 +55,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/cannyEdgeDetectorNPP/README.md b/Samples/cannyEdgeDetectorNPP/README.md index d9a6f025..b8c08033 100644 --- a/Samples/cannyEdgeDetectorNPP/README.md +++ b/Samples/cannyEdgeDetectorNPP/README.md @@ -10,7 +10,7 @@ Performance Strategies, Image Processing, NPP Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, armv7l ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2012.sln b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2012.sln deleted file mode 100644 index 56b2871f..00000000 --- a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cannyEdgeDetectorNPP", "cannyEdgeDetectorNPP_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2013.sln b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2013.sln deleted file mode 100644 index 2d7f4131..00000000 --- a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cannyEdgeDetectorNPP", "cannyEdgeDetectorNPP_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2013.vcxproj b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2013.vcxproj deleted file mode 100644 index 13c462a1..00000000 --- a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2013.vcxproj +++ /dev/null @@ -1,117 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cannyEdgeDetectorNPP_vs2013 - cannyEdgeDetectorNPP - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir);../../Common/UtilNPP;../../Common/FreeImage/include; - - - Console - nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir);../../Common/FreeImage/lib/x64;../../Common/FreeImage/lib/$(TARGET_OS);../../Common/FreeImage/lib/$(TARGET_OS)/$(TARGET_ARCH); - $(OutDir)/cannyEdgeDetectorNPP.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - freeimage.lib;%(AdditionalDependencies) - - - - - - - - - - - diff --git a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2015.vcxproj b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2015.vcxproj index 77bacb3d..81b907ce 100644 --- a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2015.vcxproj +++ b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -112,6 +112,6 @@ - + diff --git a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2017.vcxproj b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2017.vcxproj index 2a29b02a..7051f1d8 100644 --- a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2017.vcxproj +++ b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -117,6 +117,6 @@ - + diff --git a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2019.vcxproj b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2019.vcxproj index 2b735caf..2c0377d2 100644 --- a/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2019.vcxproj +++ b/Samples/cannyEdgeDetectorNPP/cannyEdgeDetectorNPP_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -113,6 +113,6 @@ - + diff --git a/Samples/concurrentKernels/Makefile b/Samples/concurrentKernels/Makefile index 847f090b..efa37c13 100644 --- a/Samples/concurrentKernels/Makefile +++ b/Samples/concurrentKernels/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/concurrentKernels/NsightEclipse.xml b/Samples/concurrentKernels/NsightEclipse.xml index 959c0d36..5050175d 100644 --- a/Samples/concurrentKernels/NsightEclipse.xml +++ b/Samples/concurrentKernels/NsightEclipse.xml @@ -36,6 +36,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/concurrentKernels/README.md b/Samples/concurrentKernels/README.md index 34151489..0e3341aa 100644 --- a/Samples/concurrentKernels/README.md +++ b/Samples/concurrentKernels/README.md @@ -10,7 +10,7 @@ Performance Strategies ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -24,7 +24,7 @@ x86_64, ppc64le, armv7l ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/concurrentKernels/concurrentKernels.cu b/Samples/concurrentKernels/concurrentKernels.cu index b54d1c89..15c895b8 100644 --- a/Samples/concurrentKernels/concurrentKernels.cu +++ b/Samples/concurrentKernels/concurrentKernels.cu @@ -163,7 +163,7 @@ int main(int argc, char **argv) { #if defined(__arm__) || defined(__aarch64__) // the kernel takes more time than the channel reset time on arm archs, so to // prevent hangs reduce time_clocks. - clock_t time_clocks = (clock_t)(kernel_time * (deviceProp.clockRate / 1000)); + clock_t time_clocks = (clock_t)(kernel_time * (deviceProp.clockRate / 100)); #else clock_t time_clocks = (clock_t)(kernel_time * deviceProp.clockRate); #endif diff --git a/Samples/concurrentKernels/concurrentKernels_vs2012.sln b/Samples/concurrentKernels/concurrentKernels_vs2012.sln deleted file mode 100644 index 9cb8a2df..00000000 --- a/Samples/concurrentKernels/concurrentKernels_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "concurrentKernels", "concurrentKernels_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/concurrentKernels/concurrentKernels_vs2013.sln b/Samples/concurrentKernels/concurrentKernels_vs2013.sln deleted file mode 100644 index d90f8153..00000000 --- a/Samples/concurrentKernels/concurrentKernels_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "concurrentKernels", "concurrentKernels_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/concurrentKernels/concurrentKernels_vs2015.vcxproj b/Samples/concurrentKernels/concurrentKernels_vs2015.vcxproj index 14335c59..e5ac6351 100644 --- a/Samples/concurrentKernels/concurrentKernels_vs2015.vcxproj +++ b/Samples/concurrentKernels/concurrentKernels_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/concurrentKernels.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/concurrentKernels/concurrentKernels_vs2017.vcxproj b/Samples/concurrentKernels/concurrentKernels_vs2017.vcxproj index 31858a48..d2c5c888 100644 --- a/Samples/concurrentKernels/concurrentKernels_vs2017.vcxproj +++ b/Samples/concurrentKernels/concurrentKernels_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/concurrentKernels.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/concurrentKernels/concurrentKernels_vs2019.vcxproj b/Samples/concurrentKernels/concurrentKernels_vs2019.vcxproj index b2f9ef42..18019795 100644 --- a/Samples/concurrentKernels/concurrentKernels_vs2019.vcxproj +++ b/Samples/concurrentKernels/concurrentKernels_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/concurrentKernels.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/conjugateGradientCudaGraphs/Makefile b/Samples/conjugateGradientCudaGraphs/Makefile index cd0c71f6..82bcf22e 100644 --- a/Samples/conjugateGradientCudaGraphs/Makefile +++ b/Samples/conjugateGradientCudaGraphs/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/conjugateGradientCudaGraphs/NsightEclipse.xml b/Samples/conjugateGradientCudaGraphs/NsightEclipse.xml index e07b7518..3bc5bd3e 100644 --- a/Samples/conjugateGradientCudaGraphs/NsightEclipse.xml +++ b/Samples/conjugateGradientCudaGraphs/NsightEclipse.xml @@ -58,6 +58,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/conjugateGradientCudaGraphs/README.md b/Samples/conjugateGradientCudaGraphs/README.md index 01fc7cd5..2d675c5b 100644 --- a/Samples/conjugateGradientCudaGraphs/README.md +++ b/Samples/conjugateGradientCudaGraphs/README.md @@ -10,7 +10,7 @@ Linear Algebra, CUBLAS Library, CUSPARSE Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaStreamBeginCapture, cudaStreamEndCapture, cudaGraphCreate, cudaGraphLaunch, ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2012.sln b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2012.sln deleted file mode 100644 index 347c0144..00000000 --- a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "conjugateGradientCudaGraphs", "conjugateGradientCudaGraphs_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2012.vcxproj b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2012.vcxproj deleted file mode 100644 index ad1fab2d..00000000 --- a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - conjugateGradientCudaGraphs_vs2012 - conjugateGradientCudaGraphs - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cublas.lib;cusparse.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/conjugateGradientCudaGraphs.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2013.sln b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2013.sln deleted file mode 100644 index da17ae9e..00000000 --- a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "conjugateGradientCudaGraphs", "conjugateGradientCudaGraphs_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2013.vcxproj b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2013.vcxproj deleted file mode 100644 index 1497f258..00000000 --- a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - conjugateGradientCudaGraphs_vs2013 - conjugateGradientCudaGraphs - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cublas.lib;cusparse.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/conjugateGradientCudaGraphs.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2015.vcxproj b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2015.vcxproj index ebf5e05c..e1c1a2fb 100644 --- a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2015.vcxproj +++ b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/conjugateGradientCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2017.vcxproj b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2017.vcxproj index 5ab677d8..eb57ae97 100644 --- a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2017.vcxproj +++ b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/conjugateGradientCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2019.vcxproj b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2019.vcxproj index 98cd556f..76955931 100644 --- a/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2019.vcxproj +++ b/Samples/conjugateGradientCudaGraphs/conjugateGradientCudaGraphs_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/conjugateGradientCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/conjugateGradientMultiBlockCG/Makefile b/Samples/conjugateGradientMultiBlockCG/Makefile index 8d98ab7a..77b23960 100644 --- a/Samples/conjugateGradientMultiBlockCG/Makefile +++ b/Samples/conjugateGradientMultiBlockCG/Makefile @@ -267,15 +267,9 @@ ifeq ($(TARGET_ARCH),armv7l) SAMPLE_ENABLED := 0 endif -# This sample is not supported on aarch64 -ifeq ($(TARGET_ARCH),aarch64) - $(info >>> WARNING - conjugateGradientMultiBlockCG is not supported on aarch64 - waiving sample <<<) - SAMPLE_ENABLED := 0 -endif - -# This sample is not supported on sbsa -ifeq ($(TARGET_ARCH),sbsa) - $(info >>> WARNING - conjugateGradientMultiBlockCG is not supported on sbsa - waiving sample <<<) +# This sample is not supported on QNX +ifeq ($(TARGET_OS),qnx) + $(info >>> WARNING - conjugateGradientMultiBlockCG is not supported on QNX - waiving sample <<<) SAMPLE_ENABLED := 0 endif @@ -290,11 +284,38 @@ LIBRARIES := ################################################################################ +#Detect if installed version of GCC supports required C++11 +ifeq ($(TARGET_OS),linux) + empty := + space := $(empty) $(empty) + GCCVERSIONSTRING := $(shell expr `$(HOST_COMPILER) -dumpversion`) +#Create version number without "." + GCCVERSION := $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f1 -d.) + GCCVERSION += $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f2 -d.) + GCCVERSION += $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f3 -d.) +# Make sure the version number has at least 3 decimals + GCCVERSION += 00 +# Remove spaces from the version number + GCCVERSION := $(subst $(space),$(empty),$(GCCVERSION)) +# Crop the version number to 3 decimals. + GCCVERSION := $(shell expr `echo $(GCCVERSION)` | cut -b1-3) +#$(warning $(GCCVERSION)) + + IS_MIN_VERSION := $(shell expr `echo $(GCCVERSION)` \>= 470) + + ifeq ($(IS_MIN_VERSION), 1) + $(info >>> GCC Version is greater or equal to 4.7.0 <<<) + else + $(info >>> Waiving build. Minimum GCC version required is 4.7.0<<<) + SAMPLE_ENABLED := 0 + endif +endif + # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 60 61 70 72 75 80 +SMS ?= 60 61 70 72 75 80 86 else -SMS ?= 60 61 70 75 80 +SMS ?= 60 61 70 75 80 86 endif ifeq ($(SMS),) @@ -313,9 +334,7 @@ GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM) endif endif -ALL_CCFLAGS += -dc - -LIBRARIES += -lcudadevrt +ALL_CCFLAGS += --std=c++11 ifeq ($(SAMPLE_ENABLED),0) EXEC ?= @echo "[@]" diff --git a/Samples/conjugateGradientMultiBlockCG/NsightEclipse.xml b/Samples/conjugateGradientMultiBlockCG/NsightEclipse.xml index d3dfbc29..b88f22b6 100644 --- a/Samples/conjugateGradientMultiBlockCG/NsightEclipse.xml +++ b/Samples/conjugateGradientMultiBlockCG/NsightEclipse.xml @@ -3,7 +3,7 @@ conjugateGradientMultiBlockCG - -dc + --std=c++11 whole @@ -22,10 +22,9 @@ CUDA Sparse Matrix Unified Memory - GPGPU + CPP11 - cudadevrt @@ -45,6 +44,7 @@ sm72 sm75 sm80 + sm86 x86_64 @@ -57,6 +57,9 @@ windows7 + + aarch64 + 6.0 diff --git a/Samples/conjugateGradientMultiBlockCG/README.md b/Samples/conjugateGradientMultiBlockCG/README.md index b11f8bc7..a838d17d 100644 --- a/Samples/conjugateGradientMultiBlockCG/README.md +++ b/Samples/conjugateGradientMultiBlockCG/README.md @@ -10,7 +10,7 @@ Unified Memory, Linear Algebra, Cooperative Groups, MultiBlock Cooperative Group ## Supported SM Architectures -[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -18,7 +18,7 @@ Linux, Windows ## Supported CPU Architecture -x86_64, ppc64le +x86_64, ppc64le, aarch64 ## CUDA APIs involved @@ -27,7 +27,7 @@ x86_64, ppc64le ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run @@ -49,9 +49,9 @@ $ cd $ make ``` The samples makefiles can take advantage of certain options: -* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le. +* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, aarch64. By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.
-`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
+`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
`$ make TARGET_ARCH=aarch64`
See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details. * **dbg=1** - build with debug symbols ``` diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG.cu b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG.cu index ba8461c3..72540ed4 100644 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG.cu +++ b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG.cu @@ -43,6 +43,7 @@ #include // helper for shared functions common to CUDA Samples #include +#include namespace cg = cooperative_groups; @@ -197,37 +198,30 @@ __device__ void gpuSaxpy(float *x, float *y, float a, int size, __device__ void gpuDotProduct(float *vecA, float *vecB, double *result, int size, const cg::thread_block &cta, const cg::grid_group &grid) { - __shared__ double tmp[THREADS_PER_BLOCK]; + extern __shared__ double tmp[]; double temp_sum = 0.0; for (int i = grid.thread_rank(); i < size; i += grid.size()) { temp_sum += static_cast(vecA[i] * vecB[i]); } - tmp[cta.thread_rank()] = temp_sum; - - cg::sync(cta); cg::thread_block_tile<32> tile32 = cg::tiled_partition<32>(cta); - double beta = temp_sum; - double temp; + temp_sum = cg::reduce(tile32, temp_sum, cg::plus()); - for (int i = tile32.size() / 2; i > 0; i >>= 1) { - if (tile32.thread_rank() < i) { - temp = tmp[cta.thread_rank() + i]; - beta += temp; - tmp[cta.thread_rank()] = beta; - } - cg::sync(tile32); + if (tile32.thread_rank() == 0) { + tmp[tile32.meta_group_rank()] = temp_sum; } + cg::sync(cta); - if (cta.thread_rank() == 0) { - beta = 0.0; - for (int i = 0; i < cta.size(); i += tile32.size()) { - beta += tmp[i]; + if (tile32.meta_group_rank() == 0) { + temp_sum = tile32.thread_rank() < tile32.meta_group_size() ? tmp[tile32.thread_rank()] : 0.0; + temp_sum = cg::reduce(tile32, temp_sum, cg::plus()); + + if (tile32.thread_rank() == 0) { + atomicAdd(result, temp_sum); } - atomicAdd(result, beta); } } @@ -238,10 +232,10 @@ __device__ void gpuCopyVector(float *srcA, float *destB, int size, } } -__device__ void gpuScaleVector(float *vec, float alpha, int size, - const cg::grid_group &grid) { +__device__ void gpuScaleVectorAndSaxpy(const float *x, float *y, float a, float scale, int size, + const cg::grid_group &grid) { for (int i = grid.thread_rank(); i < size; i += grid.size()) { - vec[i] = alpha * vec[i]; + y[i] = a * x[i] + scale * y[i]; } } @@ -276,10 +270,7 @@ extern "C" __global__ void gpuConjugateGradient(int *I, int *J, float *val, while (r1 > tol * tol && k <= max_iter) { if (k > 1) { b = r1 / r0; - gpuScaleVector(p, b, N, grid); - - cg::sync(grid); - gpuSaxpy(r, p, alpha, N, grid); + gpuScaleVectorAndSaxpy(r, p, alpha, b, N, grid); } else { gpuCopyVector(r, p, N, grid); } @@ -430,7 +421,7 @@ int main(int argc, char **argv) { (void *)&nz, (void *)&N, (void *)&tol, }; - int sMemSize = sizeof(double) * THREADS_PER_BLOCK; + int sMemSize = sizeof(double) * ((THREADS_PER_BLOCK/32) + 1); int numBlocksPerSm = 0; int numThreads = THREADS_PER_BLOCK; diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2012.sln b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2012.sln deleted file mode 100644 index c22e87c9..00000000 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "conjugateGradientMultiBlockCG", "conjugateGradientMultiBlockCG_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2012.vcxproj b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2012.vcxproj deleted file mode 100644 index 6fccf0ae..00000000 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2012.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - conjugateGradientMultiBlockCG_vs2012 - conjugateGradientMultiBlockCG - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cudadevrt.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/conjugateGradientMultiBlockCG.exe - - - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - true - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2013.sln b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2013.sln deleted file mode 100644 index 417f79a1..00000000 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "conjugateGradientMultiBlockCG", "conjugateGradientMultiBlockCG_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2013.vcxproj b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2013.vcxproj deleted file mode 100644 index 47d0a4c2..00000000 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2013.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - conjugateGradientMultiBlockCG_vs2013 - conjugateGradientMultiBlockCG - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cudadevrt.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/conjugateGradientMultiBlockCG.exe - - - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - true - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2015.vcxproj b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2015.vcxproj index ebb1ee85..14dd4e81 100644 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2015.vcxproj +++ b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -53,20 +53,19 @@ Level3 WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); + ./;$(CudaToolkitDir)/include;../../Common; Console - cudadevrt.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) + cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); $(OutDir)/conjugateGradientMultiBlockCG.exe - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 - true @@ -103,6 +102,6 @@ - + diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2017.vcxproj b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2017.vcxproj index c7129808..ee8788ed 100644 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2017.vcxproj +++ b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -58,20 +58,19 @@ Level3 WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); + ./;$(CudaToolkitDir)/include;../../Common; Console - cudadevrt.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) + cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); $(OutDir)/conjugateGradientMultiBlockCG.exe - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 - true @@ -108,6 +107,6 @@ - + diff --git a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2019.vcxproj b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2019.vcxproj index 4fbd02bb..dfb14a87 100644 --- a/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2019.vcxproj +++ b/Samples/conjugateGradientMultiBlockCG/conjugateGradientMultiBlockCG_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -54,20 +54,19 @@ Level3 WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); + ./;$(CudaToolkitDir)/include;../../Common; Console - cudadevrt.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) + cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); $(OutDir)/conjugateGradientMultiBlockCG.exe - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 - true @@ -104,6 +103,6 @@ - + diff --git a/Samples/conjugateGradientMultiDeviceCG/Makefile b/Samples/conjugateGradientMultiDeviceCG/Makefile index 9f125347..6ac8829a 100644 --- a/Samples/conjugateGradientMultiDeviceCG/Makefile +++ b/Samples/conjugateGradientMultiDeviceCG/Makefile @@ -267,15 +267,9 @@ ifeq ($(TARGET_ARCH),armv7l) SAMPLE_ENABLED := 0 endif -# This sample is not supported on aarch64 -ifeq ($(TARGET_ARCH),aarch64) - $(info >>> WARNING - conjugateGradientMultiDeviceCG is not supported on aarch64 - waiving sample <<<) - SAMPLE_ENABLED := 0 -endif - -# This sample is not supported on sbsa -ifeq ($(TARGET_ARCH),sbsa) - $(info >>> WARNING - conjugateGradientMultiDeviceCG is not supported on sbsa - waiving sample <<<) +# This sample is not supported on QNX +ifeq ($(TARGET_OS),qnx) + $(info >>> WARNING - conjugateGradientMultiDeviceCG is not supported on QNX - waiving sample <<<) SAMPLE_ENABLED := 0 endif @@ -319,9 +313,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 60 61 70 72 75 80 +SMS ?= 60 61 70 72 75 80 86 else -SMS ?= 60 61 70 75 80 +SMS ?= 60 61 70 75 80 86 endif ifeq ($(SMS),) @@ -340,7 +334,7 @@ GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM) endif endif -ALL_CCFLAGS += -dc -maxrregcount=64 --std=c++11 +ALL_CCFLAGS += -ewp -maxrregcount=64 --std=c++11 LIBRARIES += -lcudadevrt diff --git a/Samples/conjugateGradientMultiDeviceCG/NsightEclipse.xml b/Samples/conjugateGradientMultiDeviceCG/NsightEclipse.xml index 905be0ae..d79aa31b 100644 --- a/Samples/conjugateGradientMultiDeviceCG/NsightEclipse.xml +++ b/Samples/conjugateGradientMultiDeviceCG/NsightEclipse.xml @@ -3,7 +3,7 @@ conjugateGradientMultiDeviceCG - -dc + -ewp -maxrregcount=64 --std=c++11 @@ -40,10 +40,11 @@ true - conjugateGradientMultiBlockCG.cu + conjugateGradientMultiDeviceCG.cu UVM MDCG + CPP11 1:CUDA Advanced Topics @@ -55,6 +56,7 @@ sm72 sm75 sm80 + sm86 x86_64 @@ -67,6 +69,9 @@ windows + + aarch64 + 6.0 diff --git a/Samples/conjugateGradientMultiDeviceCG/README.md b/Samples/conjugateGradientMultiDeviceCG/README.md index 7aae376c..9f4e2059 100644 --- a/Samples/conjugateGradientMultiDeviceCG/README.md +++ b/Samples/conjugateGradientMultiDeviceCG/README.md @@ -10,7 +10,7 @@ Unified Memory, Linear Algebra, Cooperative Groups, MultiDevice Cooperative Grou ## Supported SM Architectures -[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -18,7 +18,7 @@ Linux, Windows ## Supported CPU Architecture -x86_64, ppc64le +x86_64, ppc64le, aarch64 ## CUDA APIs involved @@ -26,11 +26,11 @@ x86_64, ppc64le cudaMemAdvise, cudaMemPrefetchAsync, cudaLaunchCooperativeKernelMultiDevice, cudaStreamSynchronize, cudaOccupancyMaxActiveBlocksPerMultiprocessor ## Dependencies needed to build/run -[UVM](../../README.md#uvm), [MDCG](../../README.md#mdcg) +[UVM](../../README.md#uvm), [MDCG](../../README.md#mdcg), [CPP11](../../README.md#cpp11) ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run @@ -52,9 +52,9 @@ $ cd $ make ``` The samples makefiles can take advantage of certain options: -* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le. +* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, aarch64. By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.
-`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
+`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
`$ make TARGET_ARCH=aarch64`
See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details. * **dbg=1** - build with debug symbols ``` diff --git a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2012.sln b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2012.sln deleted file mode 100644 index 64ef36a2..00000000 --- a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "conjugateGradientMultiDeviceCG", "conjugateGradientMultiDeviceCG_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2012.vcxproj b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2012.vcxproj deleted file mode 100644 index 6472eb97..00000000 --- a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2012.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - conjugateGradientMultiDeviceCG_vs2012 - conjugateGradientMultiDeviceCG - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cudadevrt.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/conjugateGradientMultiDeviceCG.exe - - - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - true - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2013.sln b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2013.sln deleted file mode 100644 index 77fa91e8..00000000 --- a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "conjugateGradientMultiDeviceCG", "conjugateGradientMultiDeviceCG_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2013.vcxproj b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2013.vcxproj deleted file mode 100644 index a6e23d25..00000000 --- a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2013.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - conjugateGradientMultiDeviceCG_vs2013 - conjugateGradientMultiDeviceCG - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cudadevrt.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/conjugateGradientMultiDeviceCG.exe - - - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - true - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2015.vcxproj b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2015.vcxproj index a3654d7c..7e37ac85 100644 --- a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2015.vcxproj +++ b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,11 +62,10 @@ $(OutDir)/conjugateGradientMultiDeviceCG.exe - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 - true @@ -103,6 +102,6 @@ - + diff --git a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2017.vcxproj b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2017.vcxproj index 695378ea..ff268d74 100644 --- a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2017.vcxproj +++ b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,11 +67,10 @@ $(OutDir)/conjugateGradientMultiDeviceCG.exe - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 - true @@ -108,6 +107,6 @@ - + diff --git a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2019.vcxproj b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2019.vcxproj index fa60e158..4fddf867 100644 --- a/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2019.vcxproj +++ b/Samples/conjugateGradientMultiDeviceCG/conjugateGradientMultiDeviceCG_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,11 +63,10 @@ $(OutDir)/conjugateGradientMultiDeviceCG.exe - compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 - true @@ -104,6 +103,6 @@ - + diff --git a/Samples/cuSolverDn_LinearSolver/NsightEclipse.xml b/Samples/cuSolverDn_LinearSolver/NsightEclipse.xml index 9cf0af78..bd05ae1e 100644 --- a/Samples/cuSolverDn_LinearSolver/NsightEclipse.xml +++ b/Samples/cuSolverDn_LinearSolver/NsightEclipse.xml @@ -54,6 +54,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/cuSolverDn_LinearSolver/README.md b/Samples/cuSolverDn_LinearSolver/README.md index 41ab8320..3cff021d 100644 --- a/Samples/cuSolverDn_LinearSolver/README.md +++ b/Samples/cuSolverDn_LinearSolver/README.md @@ -10,7 +10,7 @@ Linear Algebra, CUSOLVER Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, aarch64 ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2012.sln b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2012.sln deleted file mode 100644 index 5cb51fb8..00000000 --- a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cuSolverDn_LinearSolver", "cuSolverDn_LinearSolver_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2012.vcxproj b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2012.vcxproj deleted file mode 100644 index af572f81..00000000 --- a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2012.vcxproj +++ /dev/null @@ -1,109 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cuSolverDn_LinearSolver_vs2012 - cuSolverDn_LinearSolver - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cusolver.lib;cublas.lib;cusparse.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cuSolverDn_LinearSolver.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - diff --git a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2013.sln b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2013.sln deleted file mode 100644 index 5ba4a6f3..00000000 --- a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cuSolverDn_LinearSolver", "cuSolverDn_LinearSolver_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2013.vcxproj b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2013.vcxproj deleted file mode 100644 index 0e2b7469..00000000 --- a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2013.vcxproj +++ /dev/null @@ -1,109 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cuSolverDn_LinearSolver_vs2013 - cuSolverDn_LinearSolver - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cusolver.lib;cublas.lib;cusparse.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cuSolverDn_LinearSolver.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - diff --git a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2015.vcxproj b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2015.vcxproj index c0cc5cfb..d24fb130 100644 --- a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2015.vcxproj +++ b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -104,6 +104,6 @@ - + diff --git a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2017.vcxproj b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2017.vcxproj index 11dc7e6e..9e504b62 100644 --- a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2017.vcxproj +++ b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -109,6 +109,6 @@ - + diff --git a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2019.vcxproj b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2019.vcxproj index 734e5293..bc13e2db 100644 --- a/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2019.vcxproj +++ b/Samples/cuSolverDn_LinearSolver/cuSolverDn_LinearSolver_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -105,6 +105,6 @@ - + diff --git a/Samples/cuSolverSp_LinearSolver/Makefile b/Samples/cuSolverSp_LinearSolver/Makefile index 7ef0549f..242bca46 100644 --- a/Samples/cuSolverSp_LinearSolver/Makefile +++ b/Samples/cuSolverSp_LinearSolver/Makefile @@ -272,9 +272,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/cuSolverSp_LinearSolver/NsightEclipse.xml b/Samples/cuSolverSp_LinearSolver/NsightEclipse.xml index a76bb7af..e7679e57 100644 --- a/Samples/cuSolverSp_LinearSolver/NsightEclipse.xml +++ b/Samples/cuSolverSp_LinearSolver/NsightEclipse.xml @@ -55,6 +55,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/cuSolverSp_LinearSolver/README.md b/Samples/cuSolverSp_LinearSolver/README.md index af7831fc..617be4c6 100644 --- a/Samples/cuSolverSp_LinearSolver/README.md +++ b/Samples/cuSolverSp_LinearSolver/README.md @@ -10,7 +10,7 @@ Linear Algebra, CUSOLVER Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, armv7l ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2012.sln b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2012.sln deleted file mode 100644 index 77b28c03..00000000 --- a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cuSolverSp_LinearSolver", "cuSolverSp_LinearSolver_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2012.vcxproj b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2012.vcxproj deleted file mode 100644 index b22ef78c..00000000 --- a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2012.vcxproj +++ /dev/null @@ -1,109 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cuSolverSp_LinearSolver_vs2012 - cuSolverSp_LinearSolver - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cusolver.lib;cusparse.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cuSolverSp_LinearSolver.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - diff --git a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2013.sln b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2013.sln deleted file mode 100644 index 5811063d..00000000 --- a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cuSolverSp_LinearSolver", "cuSolverSp_LinearSolver_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2013.vcxproj b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2013.vcxproj deleted file mode 100644 index ab1e78f9..00000000 --- a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2013.vcxproj +++ /dev/null @@ -1,109 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cuSolverSp_LinearSolver_vs2013 - cuSolverSp_LinearSolver - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cusolver.lib;cusparse.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cuSolverSp_LinearSolver.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - diff --git a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2015.vcxproj b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2015.vcxproj index a9c03e23..ae5a5e38 100644 --- a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2015.vcxproj +++ b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/cuSolverSp_LinearSolver.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -104,6 +104,6 @@ - + diff --git a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2017.vcxproj b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2017.vcxproj index e1c6793b..f235c42e 100644 --- a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2017.vcxproj +++ b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/cuSolverSp_LinearSolver.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -109,6 +109,6 @@ - + diff --git a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2019.vcxproj b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2019.vcxproj index 9e8ff635..1063099b 100644 --- a/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2019.vcxproj +++ b/Samples/cuSolverSp_LinearSolver/cuSolverSp_LinearSolver_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/cuSolverSp_LinearSolver.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -105,6 +105,6 @@ - + diff --git a/Samples/cudaCompressibleMemory/Makefile b/Samples/cudaCompressibleMemory/Makefile index d29b16e4..65db6e89 100644 --- a/Samples/cudaCompressibleMemory/Makefile +++ b/Samples/cudaCompressibleMemory/Makefile @@ -294,9 +294,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/cudaCompressibleMemory/README.md b/Samples/cudaCompressibleMemory/README.md index 6f59ac2c..b578829c 100644 --- a/Samples/cudaCompressibleMemory/README.md +++ b/Samples/cudaCompressibleMemory/README.md @@ -10,7 +10,7 @@ CUDA Driver API, Compressible Memory, MMAP ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaMalloc, cudaFree ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2012.sln b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2012.sln deleted file mode 100644 index 8fe36227..00000000 --- a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cudaCompressibleMemory", "cudaCompressibleMemory_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2012.vcxproj b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2012.vcxproj deleted file mode 100644 index 65e4a683..00000000 --- a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2012.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cudaCompressibleMemory_vs2012 - cudaCompressibleMemory - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cuda.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cudaCompressibleMemory.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2013.sln b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2013.sln deleted file mode 100644 index e19042ac..00000000 --- a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cudaCompressibleMemory", "cudaCompressibleMemory_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2013.vcxproj b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2013.vcxproj deleted file mode 100644 index db459933..00000000 --- a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2013.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cudaCompressibleMemory_vs2013 - cudaCompressibleMemory - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cuda.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cudaCompressibleMemory.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2015.vcxproj b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2015.vcxproj index 706e5d54..9b25767c 100644 --- a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2015.vcxproj +++ b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/cudaCompressibleMemory.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2017.vcxproj b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2017.vcxproj index 7294e0b9..67d09cfe 100644 --- a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2017.vcxproj +++ b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/cudaCompressibleMemory.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -108,6 +108,6 @@ - + diff --git a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2019.vcxproj b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2019.vcxproj index 4ae71760..4aad1e47 100644 --- a/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2019.vcxproj +++ b/Samples/cudaCompressibleMemory/cudaCompressibleMemory_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/cudaCompressibleMemory.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -104,6 +104,6 @@ - + diff --git a/Samples/cudaNvSci/Makefile b/Samples/cudaNvSci/Makefile index ca8e28a2..19ee5312 100644 --- a/Samples/cudaNvSci/Makefile +++ b/Samples/cudaNvSci/Makefile @@ -312,9 +312,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/cudaNvSci/NsightEclipse.xml b/Samples/cudaNvSci/NsightEclipse.xml index f75a0beb..614bb629 100644 --- a/Samples/cudaNvSci/NsightEclipse.xml +++ b/Samples/cudaNvSci/NsightEclipse.xml @@ -54,6 +54,7 @@ sm72 sm75 sm80 + sm86 aarch64 diff --git a/Samples/cudaNvSci/README.md b/Samples/cudaNvSci/README.md index dbde9f48..fbb09f32 100644 --- a/Samples/cudaNvSci/README.md +++ b/Samples/cudaNvSci/README.md @@ -10,7 +10,7 @@ CUDA NvSci Interop, Data Parallel Algorithms, Image Processing ## Supported SM Architectures -[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaImportExternalMemory, cudaExternalMemoryGetMappedBuffer, cudaExternalMemoryG ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/cudaNvSci/imageKernels.cu b/Samples/cudaNvSci/imageKernels.cu index dbca136d..f88a2950 100644 --- a/Samples/cudaNvSci/imageKernels.cu +++ b/Samples/cudaNvSci/imageKernels.cu @@ -92,8 +92,8 @@ void launchGrayScaleKernel(unsigned int *d_rgbaImage, rgbToGrayscaleKernel<<>>( d_rgbaImage, imageWidth, imageHeight); - unsigned int *outputData = - (unsigned int *)malloc(sizeof(unsigned int) * imageWidth * imageHeight); + unsigned int *outputData; + checkCudaErrors(cudaMallocHost(&outputData, sizeof(unsigned int) * imageWidth * imageHeight)); checkCudaErrors(cudaMemcpyAsync( outputData, d_rgbaImage, sizeof(unsigned int) * imageWidth * imageHeight, cudaMemcpyDeviceToHost, stream)); @@ -106,7 +106,7 @@ void launchGrayScaleKernel(unsigned int *d_rgbaImage, imageHeight); printf("Wrote '%s'\n", outputFilename); - free(outputData); + checkCudaErrors(cudaFreeHost(outputData)); } void rotateKernel(cudaTextureObject_t &texObj, const float angle, diff --git a/Samples/cudaOpenMP/Makefile b/Samples/cudaOpenMP/Makefile new file mode 100644 index 00000000..353ad427 --- /dev/null +++ b/Samples/cudaOpenMP/Makefile @@ -0,0 +1,367 @@ +################################################################################ +# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions +# are met: +# * Redistributions of source code must retain the above copyright +# notice, this list of conditions and the following disclaimer. +# * Redistributions in binary form must reproduce the above copyright +# notice, this list of conditions and the following disclaimer in the +# documentation and/or other materials provided with the distribution. +# * Neither the name of NVIDIA CORPORATION nor the names of its +# contributors may be used to endorse or promote products derived +# from this software without specific prior written permission. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY +# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR +# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, +# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY +# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +################################################################################ +# +# Makefile project only supported on Mac OS X and Linux Platforms) +# +################################################################################ + +# Location of the CUDA Toolkit +CUDA_PATH ?= /usr/local/cuda + +############################## +# start deprecated interface # +############################## +ifeq ($(x86_64),1) + $(info WARNING - x86_64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=x86_64 instead) + TARGET_ARCH ?= x86_64 +endif +ifeq ($(ARMv7),1) + $(info WARNING - ARMv7 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=armv7l instead) + TARGET_ARCH ?= armv7l +endif +ifeq ($(aarch64),1) + $(info WARNING - aarch64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=aarch64 instead) + TARGET_ARCH ?= aarch64 +endif +ifeq ($(ppc64le),1) + $(info WARNING - ppc64le variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=ppc64le instead) + TARGET_ARCH ?= ppc64le +endif +ifneq ($(GCC),) + $(info WARNING - GCC variable has been deprecated) + $(info WARNING - please use HOST_COMPILER=$(GCC) instead) + HOST_COMPILER ?= $(GCC) +endif +ifneq ($(abi),) + $(error ERROR - abi variable has been removed) +endif +############################ +# end deprecated interface # +############################ + +# architecture +HOST_ARCH := $(shell uname -m) +TARGET_ARCH ?= $(HOST_ARCH) +ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le armv7l)) + ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le)) + TARGET_SIZE := 64 + else ifneq (,$(filter $(TARGET_ARCH),armv7l)) + TARGET_SIZE := 32 + endif + else + TARGET_SIZE := $(shell getconf LONG_BIT) + endif +else + $(error ERROR - unsupported value $(TARGET_ARCH) for TARGET_ARCH!) +endif + +# sbsa and aarch64 systems look similar. Need to differentiate them at host level for now. +ifeq ($(HOST_ARCH),aarch64) + ifeq ($(CUDA_PATH)/targets/sbsa-linux,$(shell ls -1d $(CUDA_PATH)/targets/sbsa-linux)) + HOST_ARCH := sbsa + TARGET_ARCH := sbsa + endif +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq (,$(filter $(HOST_ARCH)-$(TARGET_ARCH),aarch64-armv7l x86_64-armv7l x86_64-aarch64 x86_64-sbsa x86_64-ppc64le)) + $(error ERROR - cross compiling from $(HOST_ARCH) to $(TARGET_ARCH) is not supported!) + endif +endif + +# When on native aarch64 system with userspace of 32-bit, change TARGET_ARCH to armv7l +ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_SIZE),aarch64-aarch64-32) + TARGET_ARCH = armv7l +endif + +# operating system +HOST_OS := $(shell uname -s 2>/dev/null | tr "[:upper:]" "[:lower:]") +TARGET_OS ?= $(HOST_OS) +ifeq (,$(filter $(TARGET_OS),linux darwin qnx android)) + $(error ERROR - unsupported value $(TARGET_OS) for TARGET_OS!) +endif + +# host compiler +ifeq ($(TARGET_OS),darwin) + ifeq ($(shell expr `xcodebuild -version | grep -i xcode | awk '{print $$2}' | cut -d'.' -f1` \>= 5),1) + HOST_COMPILER ?= clang++ + endif +else ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(HOST_ARCH)-$(TARGET_ARCH),x86_64-armv7l) + ifeq ($(TARGET_OS),linux) + HOST_COMPILER ?= arm-linux-gnueabihf-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/arm-unknown-nto-qnx6.6.0eabi-g++ + else ifeq ($(TARGET_OS),android) + HOST_COMPILER ?= arm-linux-androideabi-g++ + endif + else ifeq ($(TARGET_ARCH),aarch64) + ifeq ($(TARGET_OS), linux) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/aarch64-unknown-nto-qnx7.0.0-g++ + else ifeq ($(TARGET_OS), android) + HOST_COMPILER ?= aarch64-linux-android-clang++ + endif + else ifeq ($(TARGET_ARCH),sbsa) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_ARCH),ppc64le) + HOST_COMPILER ?= powerpc64le-linux-gnu-g++ + endif +endif +HOST_COMPILER ?= g++ +NVCC := $(CUDA_PATH)/bin/nvcc -ccbin $(HOST_COMPILER) + +# internal flags +NVCCFLAGS := -m${TARGET_SIZE} +CCFLAGS := +LDFLAGS := + +# build flags +ifeq ($(TARGET_OS),darwin) + LDFLAGS += -rpath $(CUDA_PATH)/lib + CCFLAGS += -arch $(HOST_ARCH) +else ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_OS),x86_64-armv7l-linux) + LDFLAGS += --dynamic-linker=/lib/ld-linux-armhf.so.3 + CCFLAGS += -mfloat-abi=hard +else ifeq ($(TARGET_OS),android) + LDFLAGS += -pie + CCFLAGS += -fpie -fpic -fexceptions +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/arm-linux-gnueabihf + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib -L$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/lib/aarch64-linux-gnu -L$(TARGET_FS)/lib/aarch64-linux-gnu + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib -L$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/aarch64-linux-gnu -L$(TARGET_FS)/usr/lib/aarch64-linux-gnu + LDFLAGS += --unresolved-symbols=ignore-in-shared-libs + CCFLAGS += -isystem=$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include + CCFLAGS += -isystem=$(TARGET_FS)/usr/include/aarch64-linux-gnu -I$(TARGET_FS)/usr/include/aarch64-linux-gnu + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CCFLAGS += -DWIN_INTERFACE_CUSTOM -I/usr/include/aarch64-qnx-gnu + LDFLAGS += -lsocket + LDFLAGS += -rpath=/usr/lib/aarch64-qnx-gnu -L/usr/lib/aarch64-qnx-gnu + ifneq ($(TARGET_FS),) + LDFLAGS += -rpath=$(TARGET_FS)/usr/lib -L $(TARGET_FS)/usr/lib + LDFLAGS += -rpath=$(TARGET_FS)/usr/libnvidia -L $(TARGET_FS)/usr/libnvidia + endif + ifdef TARGET_OVERRIDE # cuda toolkit targets override + NVCCFLAGS += -target-dir $(TARGET_OVERRIDE) + endif + endif +endif + +# Install directory of different arch +CUDA_INSTALL_TARGET_DIR := +ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-gnueabihf/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),sbsa-linux) + CUDA_INSTALL_TARGET_DIR = targets/sbsa-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-android) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-android) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-qnx) + CUDA_INSTALL_TARGET_DIR = targets/ARMv7-linux-QNX/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-qnx/ +else ifeq ($(TARGET_ARCH),ppc64le) + CUDA_INSTALL_TARGET_DIR = targets/ppc64le-linux/ +endif + +# Debug build flags +ifeq ($(dbg),1) + NVCCFLAGS += -g -G + BUILD_TYPE := debug +else + BUILD_TYPE := release +endif + +ALL_CCFLAGS := +ALL_CCFLAGS += $(NVCCFLAGS) +ALL_CCFLAGS += $(EXTRA_NVCCFLAGS) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(CCFLAGS)) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(EXTRA_CCFLAGS)) + +UBUNTU = $(shell lsb_release -i -s 2>/dev/null | grep -i ubuntu) + +SAMPLE_ENABLED := 1 + +# This sample is not supported on Mac OSX +ifeq ($(TARGET_OS),darwin) + $(info >>> WARNING - cudaOpenMP is not supported on Mac OSX - waiving sample <<<) + SAMPLE_ENABLED := 0 +endif + +# This sample is not supported on QNX +ifeq ($(TARGET_OS),qnx) + $(info >>> WARNING - cudaOpenMP is not supported on QNX - waiving sample <<<) + SAMPLE_ENABLED := 0 +endif + +ALL_LDFLAGS := +ALL_LDFLAGS += $(ALL_CCFLAGS) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(LDFLAGS)) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(EXTRA_LDFLAGS)) + +# Common includes and paths for CUDA +INCLUDES := -I../../Common +LIBRARIES := + +################################################################################ + +# Attempt to compile a minimal OpenMP application. If a.out exists, OpenMP is properly set up. +ifneq (,$(filter $(TARGET_OS),linux android)) + +ifneq (,$(filter $(TARGET_OS), android)) + LIBRARIES += -lomp +else + LIBRARIES += -lgomp +endif + +ALL_CCFLAGS += -Xcompiler -fopenmp +$(shell echo "#include " > test.c ; echo "int main() { omp_get_num_threads(); return 0; }" >> test.c ; $(HOST_COMPILER) -fopenmp test.c) +OPENMP ?= $(shell find a.out 2>/dev/null) + +ifeq ($(OPENMP),) + $(info -----------------------------------------------------------------------------------------------) + $(info WARNING - OpenMP is unable to compile) + $(info -----------------------------------------------------------------------------------------------) + $(info This CUDA Sample cannot be built if the OpenMP compiler is not set up correctly.) + $(info This will be a dry-run of the Makefile.) + $(info For more information on how to set up your environment to build and run this ) + $(info sample, please refer the CUDA Samples documentation and release notes) + $(info -----------------------------------------------------------------------------------------------) + SAMPLE_ENABLED := 0 +endif + +$(shell rm a.out test.c 2>/dev/null) +endif + +# Gencode arguments +ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 +else +SMS ?= 35 37 50 52 60 61 70 75 80 86 +endif + +ifeq ($(SMS),) +$(info >>> WARNING - no SM architectures have been specified - waiving sample <<<) +SAMPLE_ENABLED := 0 +endif + +ifeq ($(GENCODE_FLAGS),) +# Generate SASS code for each SM architecture listed in $(SMS) +$(foreach sm,$(SMS),$(eval GENCODE_FLAGS += -gencode arch=compute_$(sm),code=sm_$(sm))) + +# Generate PTX code from the highest SM architecture in $(SMS) to guarantee forward-compatibility +HIGHEST_SM := $(lastword $(sort $(SMS))) +ifneq ($(HIGHEST_SM),) +GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM) +endif +endif + +ifeq ($(SAMPLE_ENABLED),0) +EXEC ?= @echo "[@]" +endif + +################################################################################ + +# Target rules +all: build + +build: cudaOpenMP + +check.deps: +ifeq ($(SAMPLE_ENABLED),0) + @echo "Sample will be waived due to the above missing dependencies" +else + @echo "Sample is ready - all dependencies have been met" +endif + +cudaOpenMP.o:cudaOpenMP.cu + $(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $< + +cudaOpenMP: cudaOpenMP.o + $(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES) + $(EXEC) mkdir -p ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + $(EXEC) cp $@ ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + +run: build + $(EXEC) ./cudaOpenMP + +clean: + rm -f cudaOpenMP cudaOpenMP.o + rm -rf ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/cudaOpenMP + +clobber: clean diff --git a/Samples/cudaOpenMP/README.md b/Samples/cudaOpenMP/README.md new file mode 100644 index 00000000..9a1ba169 --- /dev/null +++ b/Samples/cudaOpenMP/README.md @@ -0,0 +1,74 @@ +# cudaOpenMP - cudaOpenMP + +## Description + +This sample demonstrates how to use OpenMP API to write an application for multiple GPUs. + +## Key Concepts + +CUDA Systems Integration, OpenMP, Multithreading + +## Supported SM Architectures + +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) + +## Supported OSes + +Linux, Windows + +## Supported CPU Architecture + +x86_64, ppc64le, armv7l + +## CUDA APIs involved + +### [CUDA Runtime API](http://docs.nvidia.com/cuda/cuda-runtime-api/index.html) +cudaMalloc, cudaFree, cudaMemcpy + +## Dependencies needed to build/run +[OpenMP](../../README.md#openmp) + +## Prerequisites + +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Make sure the dependencies mentioned in [Dependencies]() section above are installed. + +## Build and Run + +### Windows +The Windows samples are built using the Visual Studio IDE. Solution files (.sln) are provided for each supported version of Visual Studio, using the format: +``` +*_vs.sln - for Visual Studio +``` +Each individual sample has its own set of solution files in its directory: + +To build/examine all the samples at once, the complete solution files should be used. To build/examine a single sample, the individual sample solution files should be used. +> **Note:** Some samples require that the Microsoft DirectX SDK (June 2010 or newer) be installed and that the VC++ directory paths are properly set up (**Tools > Options...**). Check DirectX Dependencies section for details." + +### Linux +The Linux samples are built using makefiles. To use the makefiles, change the current directory to the sample directory you wish to build, and run make: +``` +$ cd +$ make +``` +The samples makefiles can take advantage of certain options: +* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, armv7l. + By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.
+`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
`$ make TARGET_ARCH=armv7l`
+ See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details. +* **dbg=1** - build with debug symbols + ``` + $ make dbg=1 + ``` +* **SMS="A B ..."** - override the SM architectures for which the sample will be built, where `"A B ..."` is a space-delimited list of SM architectures. For example, to generate SASS for SM 50 and SM 60, use `SMS="50 60"`. + ``` + $ make SMS="50 60" + ``` + +* **HOST_COMPILER=** - override the default g++ host compiler. See the [Linux Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#system-requirements) for a list of supported host compilers. +``` + $ make HOST_COMPILER=g++ +``` + +## References (for more details) + diff --git a/Samples/cudaOpenMP/cudaOpenMP.cu b/Samples/cudaOpenMP/cudaOpenMP.cu new file mode 100644 index 00000000..ba10df04 --- /dev/null +++ b/Samples/cudaOpenMP/cudaOpenMP.cu @@ -0,0 +1,159 @@ +/* Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions + * are met: + * * Redistributions of source code must retain the above copyright + * notice, this list of conditions and the following disclaimer. + * * Redistributions in binary form must reproduce the above copyright + * notice, this list of conditions and the following disclaimer in the + * documentation and/or other materials provided with the distribution. + * * Neither the name of NVIDIA CORPORATION nor the names of its + * contributors may be used to endorse or promote products derived + * from this software without specific prior written permission. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY + * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE + * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR + * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR + * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + */ + +/* + * Multi-GPU sample using OpenMP for threading on the CPU side + * needs a compiler that supports OpenMP 2.0 + */ + +#include +#include +#include // stdio functions are used since C++ streams aren't necessarily thread safe + +using namespace std; + +// a simple kernel that simply increments each array element by b +__global__ void kernelAddConstant(int *g_a, const int b) { + int idx = blockIdx.x * blockDim.x + threadIdx.x; + g_a[idx] += b; +} + +// a predicate that checks whether each array element is set to its index plus b +int correctResult(int *data, const int n, const int b) { + for (int i = 0; i < n; i++) + if (data[i] != i + b) return 0; + + return 1; +} + +int main(int argc, char *argv[]) { + int num_gpus = 0; // number of CUDA GPUs + + printf("%s Starting...\n\n", argv[0]); + + ///////////////////////////////////////////////////////////////// + // determine the number of CUDA capable GPUs + // + cudaGetDeviceCount(&num_gpus); + + if (num_gpus < 1) { + printf("no CUDA capable devices were detected\n"); + return 1; + } + + ///////////////////////////////////////////////////////////////// + // display CPU and GPU configuration + // + printf("number of host CPUs:\t%d\n", omp_get_num_procs()); + printf("number of CUDA devices:\t%d\n", num_gpus); + + for (int i = 0; i < num_gpus; i++) { + cudaDeviceProp dprop; + cudaGetDeviceProperties(&dprop, i); + printf(" %d: %s\n", i, dprop.name); + } + + printf("---------------------------\n"); + + ///////////////////////////////////////////////////////////////// + // initialize data + // + unsigned int n = num_gpus * 8192; + unsigned int nbytes = n * sizeof(int); + int *a = 0; // pointer to data on the CPU + int b = 3; // value by which the array is incremented + a = (int *)malloc(nbytes); + + if (0 == a) { + printf("couldn't allocate CPU memory\n"); + return 1; + } + + for (unsigned int i = 0; i < n; i++) a[i] = i; + + //////////////////////////////////////////////////////////////// + // run as many CPU threads as there are CUDA devices + // each CPU thread controls a different device, processing its + // portion of the data. It's possible to use more CPU threads + // than there are CUDA devices, in which case several CPU + // threads will be allocating resources and launching kernels + // on the same device. For example, try omp_set_num_threads(2*num_gpus); + // Recall that all variables declared inside an "omp parallel" scope are + // local to each CPU thread + // + omp_set_num_threads( + num_gpus); // create as many CPU threads as there are CUDA devices +// omp_set_num_threads(2*num_gpus);// create twice as many CPU threads as there +// are CUDA devices +#pragma omp parallel + { + unsigned int cpu_thread_id = omp_get_thread_num(); + unsigned int num_cpu_threads = omp_get_num_threads(); + + // set and check the CUDA device for this CPU thread + int gpu_id = -1; + checkCudaErrors(cudaSetDevice( + cpu_thread_id % + num_gpus)); // "% num_gpus" allows more CPU threads than GPU devices + checkCudaErrors(cudaGetDevice(&gpu_id)); + printf("CPU thread %d (of %d) uses CUDA device %d\n", cpu_thread_id, + num_cpu_threads, gpu_id); + + int *d_a = + 0; // pointer to memory on the device associated with this CPU thread + int *sub_a = + a + + cpu_thread_id * n / + num_cpu_threads; // pointer to this CPU thread's portion of data + unsigned int nbytes_per_kernel = nbytes / num_cpu_threads; + dim3 gpu_threads(128); // 128 threads per block + dim3 gpu_blocks(n / (gpu_threads.x * num_cpu_threads)); + + checkCudaErrors(cudaMalloc((void **)&d_a, nbytes_per_kernel)); + checkCudaErrors(cudaMemset(d_a, 0, nbytes_per_kernel)); + checkCudaErrors( + cudaMemcpy(d_a, sub_a, nbytes_per_kernel, cudaMemcpyHostToDevice)); + kernelAddConstant<<>>(d_a, b); + + checkCudaErrors( + cudaMemcpy(sub_a, d_a, nbytes_per_kernel, cudaMemcpyDeviceToHost)); + checkCudaErrors(cudaFree(d_a)); + } + printf("---------------------------\n"); + + if (cudaSuccess != cudaGetLastError()) + printf("%s\n", cudaGetErrorString(cudaGetLastError())); + + //////////////////////////////////////////////////////////////// + // check the result + // + bool bResult = correctResult(a, n, b); + + if (a) free(a); // free CPU memory + + exit(bResult ? EXIT_SUCCESS : EXIT_FAILURE); +} diff --git a/Samples/simpleIPC/simpleIPC_vs2013.sln b/Samples/cudaOpenMP/cudaOpenMP_vs2015.sln similarity index 75% rename from Samples/simpleIPC/simpleIPC_vs2013.sln rename to Samples/cudaOpenMP/cudaOpenMP_vs2015.sln index 16384816..6387449b 100644 --- a/Samples/simpleIPC/simpleIPC_vs2013.sln +++ b/Samples/cudaOpenMP/cudaOpenMP_vs2015.sln @@ -1,7 +1,7 @@  -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleIPC", "simpleIPC_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +Microsoft Visual Studio Solution File, Format Version 14.00 +# Visual Studio 2015 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cudaOpenMP", "cudaOpenMP_vs2015.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/concurrentKernels/concurrentKernels_vs2012.vcxproj b/Samples/cudaOpenMP/cudaOpenMP_vs2015.vcxproj similarity index 89% rename from Samples/concurrentKernels/concurrentKernels_vs2012.vcxproj rename to Samples/cudaOpenMP/cudaOpenMP_vs2015.vcxproj index 48520a70..c101849d 100644 --- a/Samples/concurrentKernels/concurrentKernels_vs2012.vcxproj +++ b/Samples/cudaOpenMP/cudaOpenMP_vs2015.vcxproj @@ -15,15 +15,15 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - concurrentKernels_vs2012 - concurrentKernels + cudaOpenMP_vs2015 + cudaOpenMP Application MultiByte - v110 + v140 true @@ -33,7 +33,7 @@ - + @@ -59,13 +59,14 @@ Console cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/concurrentKernels.exe + $(OutDir)/cudaOpenMP.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 + /openmp @@ -97,11 +98,11 @@ - + - + diff --git a/Samples/simpleIPC/simpleIPC_vs2012.sln b/Samples/cudaOpenMP/cudaOpenMP_vs2017.sln similarity index 82% rename from Samples/simpleIPC/simpleIPC_vs2012.sln rename to Samples/cudaOpenMP/cudaOpenMP_vs2017.sln index d6650401..2f910c13 100644 --- a/Samples/simpleIPC/simpleIPC_vs2012.sln +++ b/Samples/cudaOpenMP/cudaOpenMP_vs2017.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleIPC", "simpleIPC_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2017 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cudaOpenMP", "cudaOpenMP_vs2017.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2012.vcxproj b/Samples/cudaOpenMP/cudaOpenMP_vs2017.vcxproj similarity index 81% rename from Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2012.vcxproj rename to Samples/cudaOpenMP/cudaOpenMP_vs2017.vcxproj index ebfc5c9f..c056a772 100644 --- a/Samples/UnifiedMemoryPerf/UnifiedMemoryPerf_vs2012.vcxproj +++ b/Samples/cudaOpenMP/cudaOpenMP_vs2017.vcxproj @@ -15,15 +15,20 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - UnifiedMemoryPerf_vs2012 - UnifiedMemoryPerf + cudaOpenMP_vs2017 + cudaOpenMP + + $([Microsoft.Build.Utilities.ToolLocationHelper]::GetLatestSDKTargetPlatformVersion('Windows', '10.0')) + $(LatestTargetPlatformVersion) + $(WindowsTargetPlatformVersion) + Application MultiByte - v110 + v141 true @@ -33,7 +38,7 @@ - + @@ -59,13 +64,14 @@ Console cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/UnifiedMemoryPerf.exe + $(OutDir)/cudaOpenMP.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 + /openmp @@ -97,14 +103,11 @@ - - - - - + + - + diff --git a/Samples/shfl_scan/shfl_scan_vs2012.sln b/Samples/cudaOpenMP/cudaOpenMP_vs2019.sln similarity index 81% rename from Samples/shfl_scan/shfl_scan_vs2012.sln rename to Samples/cudaOpenMP/cudaOpenMP_vs2019.sln index 104a0f01..a2839d52 100644 --- a/Samples/shfl_scan/shfl_scan_vs2012.sln +++ b/Samples/cudaOpenMP/cudaOpenMP_vs2019.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "shfl_scan", "shfl_scan_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2019 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cudaOpenMP", "cudaOpenMP_vs2019.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/concurrentKernels/concurrentKernels_vs2013.vcxproj b/Samples/cudaOpenMP/cudaOpenMP_vs2019.vcxproj similarity index 88% rename from Samples/concurrentKernels/concurrentKernels_vs2013.vcxproj rename to Samples/cudaOpenMP/cudaOpenMP_vs2019.vcxproj index 2be82287..24bf4645 100644 --- a/Samples/concurrentKernels/concurrentKernels_vs2013.vcxproj +++ b/Samples/cudaOpenMP/cudaOpenMP_vs2019.vcxproj @@ -15,15 +15,16 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - concurrentKernels_vs2013 - concurrentKernels + cudaOpenMP_vs2019 + cudaOpenMP Application MultiByte - v120 + v142 + 10.0 true @@ -33,7 +34,7 @@ - + @@ -59,13 +60,14 @@ Console cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/concurrentKernels.exe + $(OutDir)/cudaOpenMP.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 + /openmp @@ -97,11 +99,11 @@ - + - + diff --git a/Samples/cudaTensorCoreGemm/Makefile b/Samples/cudaTensorCoreGemm/Makefile index 45a028b3..8e9c4c3d 100644 --- a/Samples/cudaTensorCoreGemm/Makefile +++ b/Samples/cudaTensorCoreGemm/Makefile @@ -280,9 +280,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 70 72 75 80 +SMS ?= 70 72 75 80 86 else -SMS ?= 70 75 80 +SMS ?= 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/cudaTensorCoreGemm/NsightEclipse.xml b/Samples/cudaTensorCoreGemm/NsightEclipse.xml index 3e33a22a..45ced6d1 100644 --- a/Samples/cudaTensorCoreGemm/NsightEclipse.xml +++ b/Samples/cudaTensorCoreGemm/NsightEclipse.xml @@ -46,6 +46,7 @@ In addition to that, it demonstrates the use of the new CUDA function attribute sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/cudaTensorCoreGemm/README.md b/Samples/cudaTensorCoreGemm/README.md index d9de3e8c..f334a60e 100644 --- a/Samples/cudaTensorCoreGemm/README.md +++ b/Samples/cudaTensorCoreGemm/README.md @@ -14,7 +14,7 @@ Matrix Multiply, WMMA, Tensor Cores ## Supported SM Architectures -[SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -31,7 +31,7 @@ cudaMallocManaged, cudaDeviceSynchronize, cudaFuncSetAttribute, cudaEventCreate, ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2012.sln b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2012.sln deleted file mode 100644 index 93cde543..00000000 --- a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cudaTensorCoreGemm", "cudaTensorCoreGemm_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2012.vcxproj b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2012.vcxproj deleted file mode 100644 index 6b5093bb..00000000 --- a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cudaTensorCoreGemm_vs2012 - cudaTensorCoreGemm - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cudaTensorCoreGemm.exe - - - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2013.sln b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2013.sln deleted file mode 100644 index 1c767fc9..00000000 --- a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "cudaTensorCoreGemm", "cudaTensorCoreGemm_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2013.vcxproj b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2013.vcxproj deleted file mode 100644 index d948962f..00000000 --- a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - cudaTensorCoreGemm_vs2013 - cudaTensorCoreGemm - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/cudaTensorCoreGemm.exe - - - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2015.vcxproj b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2015.vcxproj index 55bf9310..c38e4179 100644 --- a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2015.vcxproj +++ b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/cudaTensorCoreGemm.exe - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2017.vcxproj b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2017.vcxproj index 1dc900e7..c6527d22 100644 --- a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2017.vcxproj +++ b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/cudaTensorCoreGemm.exe - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2019.vcxproj b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2019.vcxproj index 7659af7d..9ea5a29b 100644 --- a/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2019.vcxproj +++ b/Samples/cudaTensorCoreGemm/cudaTensorCoreGemm_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/cudaTensorCoreGemm.exe - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/deviceQuery/Makefile b/Samples/deviceQuery/Makefile index c5e045f8..35904be9 100644 --- a/Samples/deviceQuery/Makefile +++ b/Samples/deviceQuery/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/deviceQuery/NsightEclipse.xml b/Samples/deviceQuery/NsightEclipse.xml index 4b4d81ea..1d6c7b76 100644 --- a/Samples/deviceQuery/NsightEclipse.xml +++ b/Samples/deviceQuery/NsightEclipse.xml @@ -41,6 +41,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/deviceQuery/README.md b/Samples/deviceQuery/README.md index 5cb523f1..f1ec8604 100644 --- a/Samples/deviceQuery/README.md +++ b/Samples/deviceQuery/README.md @@ -10,7 +10,7 @@ CUDA Runtime API, Device Query ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaSetDevice, cudaGetDeviceCount, cudaGetDeviceProperties, cudaDriverGetVersion ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/deviceQuery/deviceQuery_vs2012.sln b/Samples/deviceQuery/deviceQuery_vs2012.sln deleted file mode 100644 index 1737da5f..00000000 --- a/Samples/deviceQuery/deviceQuery_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "deviceQuery", "deviceQuery_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/deviceQuery/deviceQuery_vs2012.vcxproj b/Samples/deviceQuery/deviceQuery_vs2012.vcxproj deleted file mode 100644 index 722f7aec..00000000 --- a/Samples/deviceQuery/deviceQuery_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - deviceQuery_vs2012 - deviceQuery - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/deviceQuery.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/deviceQuery/deviceQuery_vs2013.sln b/Samples/deviceQuery/deviceQuery_vs2013.sln deleted file mode 100644 index 51c58f49..00000000 --- a/Samples/deviceQuery/deviceQuery_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "deviceQuery", "deviceQuery_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/deviceQuery/deviceQuery_vs2013.vcxproj b/Samples/deviceQuery/deviceQuery_vs2013.vcxproj deleted file mode 100644 index 0fa4c503..00000000 --- a/Samples/deviceQuery/deviceQuery_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - deviceQuery_vs2013 - deviceQuery - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/deviceQuery.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/deviceQuery/deviceQuery_vs2015.vcxproj b/Samples/deviceQuery/deviceQuery_vs2015.vcxproj index 4e978602..eaf3c356 100644 --- a/Samples/deviceQuery/deviceQuery_vs2015.vcxproj +++ b/Samples/deviceQuery/deviceQuery_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/deviceQuery.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/deviceQuery/deviceQuery_vs2017.vcxproj b/Samples/deviceQuery/deviceQuery_vs2017.vcxproj index fca2616c..07d89265 100644 --- a/Samples/deviceQuery/deviceQuery_vs2017.vcxproj +++ b/Samples/deviceQuery/deviceQuery_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/deviceQuery.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/deviceQuery/deviceQuery_vs2019.vcxproj b/Samples/deviceQuery/deviceQuery_vs2019.vcxproj index 6861b9f4..9a59ce4d 100644 --- a/Samples/deviceQuery/deviceQuery_vs2019.vcxproj +++ b/Samples/deviceQuery/deviceQuery_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/deviceQuery.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/dmmaTensorCoreGemm/Makefile b/Samples/dmmaTensorCoreGemm/Makefile index f40af361..d999c439 100644 --- a/Samples/dmmaTensorCoreGemm/Makefile +++ b/Samples/dmmaTensorCoreGemm/Makefile @@ -306,7 +306,7 @@ ifeq ($(TARGET_OS),linux) endif # Gencode arguments -SMS ?= 80 +SMS ?= 80 86 ifeq ($(SMS),) $(info >>> WARNING - no SM architectures have been specified - waiving sample <<<) diff --git a/Samples/dmmaTensorCoreGemm/NsightEclipse.xml b/Samples/dmmaTensorCoreGemm/NsightEclipse.xml index 9d7ccc56..15251e7b 100644 --- a/Samples/dmmaTensorCoreGemm/NsightEclipse.xml +++ b/Samples/dmmaTensorCoreGemm/NsightEclipse.xml @@ -43,6 +43,7 @@ 1:CUDA Basic Topics sm80 + sm86 x86_64 diff --git a/Samples/dmmaTensorCoreGemm/README.md b/Samples/dmmaTensorCoreGemm/README.md index 6358918e..6503b344 100644 --- a/Samples/dmmaTensorCoreGemm/README.md +++ b/Samples/dmmaTensorCoreGemm/README.md @@ -10,7 +10,7 @@ Matrix Multiply, WMMA, Tensor Cores ## Supported SM Architectures -[SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaMallocManaged, cudaDeviceSynchronize, cudaFuncSetAttribute, cudaEventCreate, ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm.cu b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm.cu index 65f91c02..1118b00c 100644 --- a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm.cu +++ b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm.cu @@ -65,6 +65,8 @@ #include #include #include +#include +#include // Switch for choosing cpp interface for cuda pipeline // vs primitives interface. @@ -622,9 +624,6 @@ __global__ void compute_dgemm_async_copy(const double *A, const double *B, const // Each CTA slides along the 64 x 64 tiles from the top left corner of the matrix to the // right and down, and selects the next tile to compute. Once there's no such tile, // all warps in this CTA exit. - - nvcuda_namespace::pipeline pipe; - for(unsigned int block_pos = blockIdx.x;; block_pos += gridDim.x) { const unsigned int block_tile_i = ((block_pos * BLOCK_ROW_TILES) / N_TILES) * (BLOCK_COL_TILES); const unsigned int block_tile_j = (block_pos * BLOCK_COL_TILES) % N_TILES; @@ -638,17 +637,15 @@ __global__ void compute_dgemm_async_copy(const double *A, const double *B, const const size_t gmem_idx = (block_tile_i + warpId) * M * GLOBAL_MEM_STRIDE + block_tile_j * N; const double *src_gmem_warp_stream_ptr = &C[gmem_idx]; - // Stream multiple C tiles to shared memory. - #pragma unroll - for (int i = 0; i < N; i++) - { - int4 *shMemCopy_t = reinterpret_cast(&shmem_warp_stream_ptr[(SHMEM_STRIDE * i)]); - const int4 *gMemCopy_t = reinterpret_cast(&src_gmem_warp_stream_ptr[(GLOBAL_MEM_STRIDE * i)]); - cg::memcpy_async(tile32, shMemCopy_t, tile32.size(), gMemCopy_t, tile32.size(), pipe); +#pragma unroll + for (int i = 0; i < N; i++) { + auto dst_ptr = &shmem_warp_stream_ptr[(SHMEM_STRIDE * i)]; + auto src_ptr = &src_gmem_warp_stream_ptr[(GLOBAL_MEM_STRIDE * i)]; + cg::memcpy_async(tile32, dst_ptr, src_ptr, cuda::aligned_size_t<32>{tile32.size() * sizeof(int4)}); } - cg::wait_prior<0>(tile32, pipe); - cg::sync(cta); + + cg::wait(cta); // These fragments will accumulate the result of A and B matrix fragment multiplications // along the K_GLOBAL dimension. @@ -660,12 +657,10 @@ __global__ void compute_dgemm_async_copy(const double *A, const double *B, const #pragma unroll for (int j = 0; j < WARP_ROW_TILES; j++) { const double *tile_ptr = shmem_warp_tile_ptr + i * SHMEM_STRIDE * N + j * N; - wmma::load_matrix_sync(c[i][j], tile_ptr, SHMEM_STRIDE, C_LAYOUT); } } - - __syncthreads(); + cg::wait(cta); // Scale the C matrix. #pragma unroll @@ -694,24 +689,24 @@ __global__ void compute_dgemm_async_copy(const double *A, const double *B, const // First half of the warp copies the first row / column of the matrix, // the second half of the warp copies the next. - int4 *lane_ptr = (int4*)(warp_ptr + tile_k * K + (laneId / CHUNK_COPY_LINE_LANES) * K_GLOBAL); + auto lane_ptr = warp_ptr + tile_k * K + (laneId / CHUNK_COPY_LINE_LANES) * K_GLOBAL; // Shift the second half of the warp to the next row / column in the shared memory. shmem_idx += laneId / CHUNK_COPY_LINE_LANES; #pragma unroll for(int i = 0; i < ((WARP_SIZE/2) / CHUNK_COPY_LINES_PER_WARP); i++) { - // Copy 16 bytes at once in each lane. - int4 *shMemCopy_t = ((int4*)&shmem[shmem_idx][0]); - const int4 *gMemCopy_t = lane_ptr; - cg::memcpy_async(tileChunkCopy, shMemCopy_t, tileChunkCopy.size(), gMemCopy_t, tileChunkCopy.size(), pipe); + // Copy 16 bytes at once in each lane. + auto dst_ptr = &shmem[shmem_idx][0]; + auto src_ptr = lane_ptr; + + cg::memcpy_async(tileChunkCopy, dst_ptr, src_ptr, cuda::aligned_size_t<32>{tile32.size() * sizeof(int4)}); // Advance the global memory pointer and the shared memory index. - lane_ptr = (int4*)((double*)lane_ptr + K_GLOBAL * CHUNK_COPY_LINES_PER_WARP); + lane_ptr = lane_ptr + K_GLOBAL * CHUNK_COPY_LINES_PER_WARP; shmem_idx += CHUNK_COPY_LINES_PER_WARP; } - cg::wait_prior<0>(tileChunkCopy, pipe); - cg::sync(cta); + cg::wait(cta); // Compute a grid of C matrix tiles in each warp. #pragma unroll @@ -739,12 +734,10 @@ __global__ void compute_dgemm_async_copy(const double *A, const double *B, const } wmma::mma_sync(c[i][j], a[i], b[j], c[i][j]); - } } } - - __syncthreads(); + cg::wait(cta); } // Store the D fragments to shared memory. @@ -764,7 +757,7 @@ __global__ void compute_dgemm_async_copy(const double *A, const double *B, const } } - __syncthreads(); + cg::wait(cta); // Now that shared memory contains all the D tiles, stream them to global memory. double *dst_gmem_warp_stream_ptr = &D[gmem_idx]; @@ -775,7 +768,7 @@ __global__ void compute_dgemm_async_copy(const double *A, const double *B, const *((int4*)(shmem_warp_stream_ptr + SHMEM_STRIDE * i) + laneId); } - __syncthreads(); + cg::wait(cta); } #endif } diff --git a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2015.vcxproj b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2015.vcxproj index 5af957f3..a7e94449 100644 --- a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2015.vcxproj +++ b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/dmmaTensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2017.vcxproj b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2017.vcxproj index 61ad2574..c916cfcc 100644 --- a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2017.vcxproj +++ b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/dmmaTensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2019.vcxproj b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2019.vcxproj index 93932d9e..ccff4ad5 100644 --- a/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2019.vcxproj +++ b/Samples/dmmaTensorCoreGemm/dmmaTensorCoreGemm_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/dmmaTensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/globalToShmemAsyncCopy/Makefile b/Samples/globalToShmemAsyncCopy/Makefile index 155b0336..54c097ac 100644 --- a/Samples/globalToShmemAsyncCopy/Makefile +++ b/Samples/globalToShmemAsyncCopy/Makefile @@ -301,9 +301,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/globalToShmemAsyncCopy/NsightEclipse.xml b/Samples/globalToShmemAsyncCopy/NsightEclipse.xml index aac3235c..3d9784b7 100644 --- a/Samples/globalToShmemAsyncCopy/NsightEclipse.xml +++ b/Samples/globalToShmemAsyncCopy/NsightEclipse.xml @@ -58,6 +58,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/globalToShmemAsyncCopy/README.md b/Samples/globalToShmemAsyncCopy/README.md index e501458c..379cd93a 100644 --- a/Samples/globalToShmemAsyncCopy/README.md +++ b/Samples/globalToShmemAsyncCopy/README.md @@ -10,7 +10,7 @@ CUDA Runtime API, Linear Algebra, CPP11 CUDA ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaEventCreate, cudaEventRecord, cudaEventQuery, cudaEventDestroy, cudaEventEla ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2015.vcxproj b/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2015.vcxproj index adc47076..dadfa5a9 100644 --- a/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2015.vcxproj +++ b/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/globalToShmemAsyncCopy.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2017.vcxproj b/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2017.vcxproj index 528e7faf..d000bb74 100644 --- a/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2017.vcxproj +++ b/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/globalToShmemAsyncCopy.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2019.vcxproj b/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2019.vcxproj index b055d13a..0f5aa4b2 100644 --- a/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2019.vcxproj +++ b/Samples/globalToShmemAsyncCopy/globalToShmemAsyncCopy_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/globalToShmemAsyncCopy.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/immaTensorCoreGemm/Makefile b/Samples/immaTensorCoreGemm/Makefile index b70ce8f0..f5a355e5 100644 --- a/Samples/immaTensorCoreGemm/Makefile +++ b/Samples/immaTensorCoreGemm/Makefile @@ -280,9 +280,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 72 75 80 +SMS ?= 72 75 80 86 else -SMS ?= 75 80 +SMS ?= 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/immaTensorCoreGemm/NsightEclipse.xml b/Samples/immaTensorCoreGemm/NsightEclipse.xml index 1e030bb5..317d8579 100644 --- a/Samples/immaTensorCoreGemm/NsightEclipse.xml +++ b/Samples/immaTensorCoreGemm/NsightEclipse.xml @@ -41,6 +41,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/immaTensorCoreGemm/README.md b/Samples/immaTensorCoreGemm/README.md index 072a9efb..104c3263 100644 --- a/Samples/immaTensorCoreGemm/README.md +++ b/Samples/immaTensorCoreGemm/README.md @@ -10,7 +10,7 @@ Matrix Multiply, WMMA, Tensor Cores ## Supported SM Architectures -[SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaMallocManaged, cudaDeviceSynchronize, cudaFuncSetAttribute, cudaEventCreate, ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2012.sln b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2012.sln deleted file mode 100644 index fccd0a25..00000000 --- a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "immaTensorCoreGemm", "immaTensorCoreGemm_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2012.vcxproj b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2012.vcxproj deleted file mode 100644 index 08d06549..00000000 --- a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - immaTensorCoreGemm_vs2012 - immaTensorCoreGemm - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/immaTensorCoreGemm.exe - - - compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2013.sln b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2013.sln deleted file mode 100644 index e389a707..00000000 --- a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "immaTensorCoreGemm", "immaTensorCoreGemm_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2013.vcxproj b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2013.vcxproj deleted file mode 100644 index dcf52e8c..00000000 --- a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - immaTensorCoreGemm_vs2013 - immaTensorCoreGemm - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/immaTensorCoreGemm.exe - - - compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2015.vcxproj b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2015.vcxproj index 0769602a..a4043ef5 100644 --- a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2015.vcxproj +++ b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/immaTensorCoreGemm.exe - compute_75,sm_75;compute_80,sm_80; + compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2017.vcxproj b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2017.vcxproj index ade4fc73..b2c7d643 100644 --- a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2017.vcxproj +++ b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/immaTensorCoreGemm.exe - compute_75,sm_75;compute_80,sm_80; + compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2019.vcxproj b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2019.vcxproj index f30114c8..5f2f6504 100644 --- a/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2019.vcxproj +++ b/Samples/immaTensorCoreGemm/immaTensorCoreGemm_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/immaTensorCoreGemm.exe - compute_75,sm_75;compute_80,sm_80; + compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/jacobiCudaGraphs/Makefile b/Samples/jacobiCudaGraphs/Makefile index 4c0c967e..ce3d60e1 100644 --- a/Samples/jacobiCudaGraphs/Makefile +++ b/Samples/jacobiCudaGraphs/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/jacobiCudaGraphs/README.md b/Samples/jacobiCudaGraphs/README.md index a5211bd2..caf7618e 100644 --- a/Samples/jacobiCudaGraphs/README.md +++ b/Samples/jacobiCudaGraphs/README.md @@ -25,7 +25,7 @@ cudaStreamBeginCapture, cudaStreamEndCapture, cudaGraphCreate, cudaGraphLaunch, ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2012.sln b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2012.sln deleted file mode 100644 index 774de33b..00000000 --- a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "jacobiCudaGraphs", "jacobiCudaGraphs_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2012.vcxproj b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2012.vcxproj deleted file mode 100644 index ac9782f2..00000000 --- a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2012.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - jacobiCudaGraphs_vs2012 - jacobiCudaGraphs - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/jacobiCudaGraphs.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2013.sln b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2013.sln deleted file mode 100644 index 7e022cd5..00000000 --- a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "jacobiCudaGraphs", "jacobiCudaGraphs_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2013.vcxproj b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2013.vcxproj deleted file mode 100644 index d3d7b4ff..00000000 --- a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2013.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - jacobiCudaGraphs_vs2013 - jacobiCudaGraphs - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/jacobiCudaGraphs.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2015.vcxproj b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2015.vcxproj index 18d3a89b..8c18eadd 100644 --- a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2015.vcxproj +++ b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/jacobiCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2017.vcxproj b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2017.vcxproj index 0262c508..56042e81 100644 --- a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2017.vcxproj +++ b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/jacobiCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -108,6 +108,6 @@ - + diff --git a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2019.vcxproj b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2019.vcxproj index 4f51bcd3..2caeb3ce 100644 --- a/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2019.vcxproj +++ b/Samples/jacobiCudaGraphs/jacobiCudaGraphs_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/jacobiCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -104,6 +104,6 @@ - + diff --git a/Samples/matrixMul/Makefile b/Samples/matrixMul/Makefile index b99c1750..afab5417 100644 --- a/Samples/matrixMul/Makefile +++ b/Samples/matrixMul/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/matrixMul/NsightEclipse.xml b/Samples/matrixMul/NsightEclipse.xml index 6583eb57..aaa79c33 100644 --- a/Samples/matrixMul/NsightEclipse.xml +++ b/Samples/matrixMul/NsightEclipse.xml @@ -48,6 +48,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/matrixMul/README.md b/Samples/matrixMul/README.md index c43508ce..20c4d94b 100644 --- a/Samples/matrixMul/README.md +++ b/Samples/matrixMul/README.md @@ -10,7 +10,7 @@ CUDA Runtime API, Linear Algebra ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaEventCreate, cudaEventRecord, cudaEventQuery, cudaEventDestroy, cudaEventEla ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/matrixMul/matrixMul.cu b/Samples/matrixMul/matrixMul.cu index 470d4aae..c82408df 100644 --- a/Samples/matrixMul/matrixMul.cu +++ b/Samples/matrixMul/matrixMul.cu @@ -142,10 +142,13 @@ int MatrixMultiply(int argc, char **argv, // Allocate host memory for matrices A and B unsigned int size_A = dimsA.x * dimsA.y; unsigned int mem_size_A = sizeof(float) * size_A; - float *h_A = reinterpret_cast(malloc(mem_size_A)); + float *h_A; + checkCudaErrors(cudaMallocHost(&h_A, mem_size_A)); unsigned int size_B = dimsB.x * dimsB.y; unsigned int mem_size_B = sizeof(float) * size_B; - float *h_B = reinterpret_cast(malloc(mem_size_B)); + float *h_B; + checkCudaErrors(cudaMallocHost(&h_B, mem_size_B)); + cudaStream_t stream; // Initialize host memory const float valB = 0.01f; @@ -158,7 +161,8 @@ int MatrixMultiply(int argc, char **argv, // Allocate host matrix C dim3 dimsC(dimsB.x, dimsA.y, 1); unsigned int mem_size_C = dimsC.x * dimsC.y * sizeof(float); - float *h_C = reinterpret_cast(malloc(mem_size_C)); + float *h_C; + checkCudaErrors(cudaMallocHost(&h_C, mem_size_C)); if (h_C == NULL) { fprintf(stderr, "Failed to allocate host matrix C!\n"); @@ -166,15 +170,20 @@ int MatrixMultiply(int argc, char **argv, } checkCudaErrors(cudaMalloc(reinterpret_cast(&d_A), mem_size_A)); - checkCudaErrors(cudaMalloc(reinterpret_cast(&d_B), mem_size_B)); - checkCudaErrors(cudaMalloc(reinterpret_cast(&d_C), mem_size_C)); + // Allocate CUDA events that we'll use for timing + cudaEvent_t start, stop; + checkCudaErrors(cudaEventCreate(&start)); + checkCudaErrors(cudaEventCreate(&stop)); + + checkCudaErrors(cudaStreamCreateWithFlags(&stream, cudaStreamNonBlocking)); // copy host memory to device - checkCudaErrors(cudaMemcpy(d_A, h_A, mem_size_A, cudaMemcpyHostToDevice)); - - checkCudaErrors(cudaMemcpy(d_B, h_B, mem_size_B, cudaMemcpyHostToDevice)); + checkCudaErrors( + cudaMemcpyAsync(d_A, h_A, mem_size_A, cudaMemcpyHostToDevice, stream)); + checkCudaErrors( + cudaMemcpyAsync(d_B, h_B, mem_size_B, cudaMemcpyHostToDevice, stream)); // Setup execution parameters dim3 threads(block_size, block_size); @@ -185,42 +194,34 @@ int MatrixMultiply(int argc, char **argv, // Performs warmup operation using matrixMul CUDA kernel if (block_size == 16) { - MatrixMulCUDA<16> <<< grid, threads >>>(d_C, d_A, d_B, - dimsA.x, dimsB.x); + MatrixMulCUDA<16> + <<>>(d_C, d_A, d_B, dimsA.x, dimsB.x); } else { - MatrixMulCUDA<32> <<< grid, threads >>>(d_C, d_A, d_B, - dimsA.x, dimsB.x); + MatrixMulCUDA<32> + <<>>(d_C, d_A, d_B, dimsA.x, dimsB.x); } printf("done\n"); - - cudaDeviceSynchronize(); - - // Allocate CUDA events that we'll use for timing - cudaEvent_t start; - checkCudaErrors(cudaEventCreate(&start)); - - cudaEvent_t stop; - checkCudaErrors(cudaEventCreate(&stop)); + checkCudaErrors(cudaStreamSynchronize(stream)); // Record the start event - checkCudaErrors(cudaEventRecord(start, NULL)); + checkCudaErrors(cudaEventRecord(start, stream)); // Execute the kernel int nIter = 300; for (int j = 0; j < nIter; j++) { if (block_size == 16) { - MatrixMulCUDA<16> <<< grid, threads >>>(d_C, d_A, d_B, - dimsA.x, dimsB.x); + MatrixMulCUDA<16> + <<>>(d_C, d_A, d_B, dimsA.x, dimsB.x); } else { - MatrixMulCUDA<32> <<< grid, threads >>>(d_C, d_A, d_B, - dimsA.x, dimsB.x); + MatrixMulCUDA<32> + <<>>(d_C, d_A, d_B, dimsA.x, dimsB.x); } } // Record the stop event - checkCudaErrors(cudaEventRecord(stop, NULL)); + checkCudaErrors(cudaEventRecord(stop, stream)); // Wait for the stop event to complete checkCudaErrors(cudaEventSynchronize(stop)); @@ -233,18 +234,17 @@ int MatrixMultiply(int argc, char **argv, double flopsPerMatrixMul = 2.0 * static_cast(dimsA.x) * static_cast(dimsA.y) * static_cast(dimsB.x); - double gigaFlops = (flopsPerMatrixMul * 1.0e-9f) / - (msecPerMatrixMul / 1000.0f); + double gigaFlops = + (flopsPerMatrixMul * 1.0e-9f) / (msecPerMatrixMul / 1000.0f); printf( - "Performance= %.2f GFlop/s, Time= %.3f msec, Size= %.0f Ops," \ - " WorkgroupSize= %u threads/block\n", - gigaFlops, - msecPerMatrixMul, - flopsPerMatrixMul, - threads.x * threads.y); + "Performance= %.2f GFlop/s, Time= %.3f msec, Size= %.0f Ops," + " WorkgroupSize= %u threads/block\n", + gigaFlops, msecPerMatrixMul, flopsPerMatrixMul, threads.x * threads.y); // Copy result from device to host - checkCudaErrors(cudaMemcpy(h_C, d_C, mem_size_C, cudaMemcpyDeviceToHost)); + checkCudaErrors( + cudaMemcpyAsync(h_C, d_C, mem_size_C, cudaMemcpyDeviceToHost, stream)); + checkCudaErrors(cudaStreamSynchronize(stream)); printf("Checking computed result for correctness: "); bool correct = true; @@ -269,15 +269,17 @@ int MatrixMultiply(int argc, char **argv, printf("%s\n", correct ? "Result = PASS" : "Result = FAIL"); // Clean up memory - free(h_A); - free(h_B); - free(h_C); + checkCudaErrors(cudaFreeHost(h_A)); + checkCudaErrors(cudaFreeHost(h_B)); + checkCudaErrors(cudaFreeHost(h_C)); checkCudaErrors(cudaFree(d_A)); checkCudaErrors(cudaFree(d_B)); checkCudaErrors(cudaFree(d_C)); - - printf("\nNOTE: The CUDA Samples are not meant for performance"\ - "measurements. Results may vary when GPU Boost is enabled.\n"); + checkCudaErrors(cudaEventDestroy(start)); + checkCudaErrors(cudaEventDestroy(stop)); + printf( + "\nNOTE: The CUDA Samples are not meant for performance" + "measurements. Results may vary when GPU Boost is enabled.\n"); if (correct) { return EXIT_SUCCESS; diff --git a/Samples/matrixMul/matrixMul_vs2012.vcxproj b/Samples/matrixMul/matrixMul_vs2012.vcxproj deleted file mode 100644 index c9772070..00000000 --- a/Samples/matrixMul/matrixMul_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - matrixMul_vs2012 - matrixMul - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/matrixMul.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/matrixMul/matrixMul_vs2013.vcxproj b/Samples/matrixMul/matrixMul_vs2013.vcxproj deleted file mode 100644 index aa244129..00000000 --- a/Samples/matrixMul/matrixMul_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - matrixMul_vs2013 - matrixMul - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/matrixMul.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/matrixMul/matrixMul_vs2015.vcxproj b/Samples/matrixMul/matrixMul_vs2015.vcxproj index c5fa032d..f616225f 100644 --- a/Samples/matrixMul/matrixMul_vs2015.vcxproj +++ b/Samples/matrixMul/matrixMul_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/matrixMul.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/matrixMul/matrixMul_vs2017.vcxproj b/Samples/matrixMul/matrixMul_vs2017.vcxproj index d95a0ed7..327d7736 100644 --- a/Samples/matrixMul/matrixMul_vs2017.vcxproj +++ b/Samples/matrixMul/matrixMul_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/matrixMul.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/matrixMul/matrixMul_vs2019.vcxproj b/Samples/matrixMul/matrixMul_vs2019.vcxproj index 5e6df3a2..63785a6e 100644 --- a/Samples/matrixMul/matrixMul_vs2019.vcxproj +++ b/Samples/matrixMul/matrixMul_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/matrixMul.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/matrixMulDrv/Makefile b/Samples/matrixMulDrv/Makefile index 26a52302..f754a1cb 100644 --- a/Samples/matrixMulDrv/Makefile +++ b/Samples/matrixMulDrv/Makefile @@ -268,20 +268,24 @@ LIBRARIES := ################################################################################ -PTX_FILE := matrixMul_kernel${TARGET_SIZE}.ptx +FATBIN_FILE := matrixMul_kernel${TARGET_SIZE}.fatbin # Gencode arguments -SMS ?= +ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 +else +SMS ?= 35 37 50 52 60 61 70 75 80 86 +endif + +ifeq ($(SMS),) +$(info >>> WARNING - no SM architectures have been specified - waiving sample <<<) +SAMPLE_ENABLED := 0 +endif ifeq ($(GENCODE_FLAGS),) # Generate SASS code for each SM architecture listed in $(SMS) $(foreach sm,$(SMS),$(eval GENCODE_FLAGS += -gencode arch=compute_$(sm),code=sm_$(sm))) -ifeq ($(SMS),) -# Generate PTX code from SM 35 -GENCODE_FLAGS += -gencode arch=compute_35,code=compute_35 -endif - # Generate PTX code from the highest SM architecture in $(SMS) to guarantee forward-compatibility HIGHEST_SM := $(lastword $(sort $(SMS))) ifneq ($(HIGHEST_SM),) @@ -355,7 +359,7 @@ endif # Target rules all: build -build: matrixMulDrv $(PTX_FILE) +build: matrixMulDrv $(FATBIN_FILE) check.deps: ifeq ($(SAMPLE_ENABLED),0) @@ -364,8 +368,8 @@ else @echo "Sample is ready - all dependencies have been met" endif -$(PTX_FILE): matrixMul_kernel.cu - $(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -ptx $< +$(FATBIN_FILE): matrixMul_kernel.cu + $(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -fatbin $< $(EXEC) mkdir -p data $(EXEC) cp -f $@ ./data $(EXEC) mkdir -p ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) @@ -383,8 +387,9 @@ run: build $(EXEC) ./matrixMulDrv clean: - rm -f matrixMulDrv matrixMulDrv.o data/$(PTX_FILE) $(PTX_FILE) + rm -f matrixMulDrv matrixMulDrv.o data/$(FATBIN_FILE) $(FATBIN_FILE) rm -rf ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/matrixMulDrv - rm -rf ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/$(PTX_FILE) + + rm -rf ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/$(FATBIN_FILE) clobber: clean diff --git a/Samples/matrixMulDrv/README.md b/Samples/matrixMulDrv/README.md index 27c82ed8..da99cfd4 100644 --- a/Samples/matrixMulDrv/README.md +++ b/Samples/matrixMulDrv/README.md @@ -10,7 +10,7 @@ CUDA Driver API, Matrix Multiply ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cuModuleLoad, cuModuleLoadDataEx, cuModuleGetFunction, cuMemAlloc, cuMemFree, cu ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/matrixMulDrv/matrixMulDrv.cpp b/Samples/matrixMulDrv/matrixMulDrv.cpp index e4621c98..f24f9fb2 100644 --- a/Samples/matrixMulDrv/matrixMulDrv.cpp +++ b/Samples/matrixMulDrv/matrixMulDrv.cpp @@ -46,13 +46,15 @@ // includes, system #include -#include -#include #include -#include #include +#include +#include +#include +#include -// includes, project +// includes, project, CUDA +#include #include #include #include @@ -63,8 +65,6 @@ #include #include "matrixMul.h" -// includes, CUDA -const bool use_64bit_memory_address = false; //////////////////////////////////////////////////////////////////////////////// // declaration, forward @@ -74,15 +74,10 @@ void randomInit(float *, int); extern "C" void computeGold(float *, const float *, const float *, unsigned int, unsigned int, unsigned int); -static CUresult initCUDA(int argc, char **argv, CUfunction *pMatrixMul); +static int initCUDA(int argc, char **argv, CUfunction *pMatrixMul); -// define input ptx file for different platforms -#if defined(_WIN64) || defined(__LP64__) -#define PTX_FILE "matrixMul_kernel64.ptx" -#define CUBIN_FILE "matrixMul_kernel64.cubin" -#else -#define PTX_FILE "matrixMul_kernel32.ptx" -#define CUBIN_FILE "matrixMul_kernel32.cubin" +#ifndef FATBIN_FILE +#define FATBIN_FILE "matrixMul_kernel64.fatbin" #endif //////////////////////////////////////////////////////////////////////////////// @@ -118,13 +113,7 @@ void runTest(int argc, char **argv) { CUfunction matrixMul = NULL; int block_size = 32; - CUresult error_id = initCUDA(argc, argv, &matrixMul); - - if (error_id != CUDA_SUCCESS) { - printf("initCUDA() returned %d\n-> %s\n", error_id, - getCudaDrvErrorString(error_id)); - exit(EXIT_FAILURE); - } + initCUDA(argc, argv, &matrixMul); // set seed for rand() srand(2006); @@ -142,18 +131,6 @@ void runTest(int argc, char **argv) { constantInit(h_A, size_A, 1.0f); constantInit(h_B, size_B, valB); - // First reserve about 4GB of memory, so we ensure that all memory allocated - // afterwards is > 4GB - CUdeviceptr d_Mem[4]; - - if (use_64bit_memory_address) { - unsigned int mem_size = 1024 * 1024 * 1024; - checkCudaErrors(cuMemAlloc(&d_Mem[0], mem_size)); - checkCudaErrors(cuMemAlloc(&d_Mem[1], mem_size)); - checkCudaErrors(cuMemAlloc(&d_Mem[2], mem_size)); - checkCudaErrors(cuMemAlloc(&d_Mem[3], mem_size)); - } - // allocate device memory CUdeviceptr d_A; checkCudaErrors(cuMemAlloc(&d_A, mem_size_A)); @@ -190,8 +167,6 @@ void runTest(int argc, char **argv) { if (1) { // This is the new CUDA 4.0 API for Kernel Parameter passing and Kernel // Launching (simplier method) - if (use_64bit_memory_address && - (totalGlobalMem > (uint64_t)4 * 1024 * 1024 * 1024L)) { size_t Matrix_Width_A = (size_t)WA; size_t Matrix_Width_B = (size_t)WB; void *args[5] = {&d_C, &d_A, &d_B, &Matrix_Width_A, &Matrix_Width_B}; @@ -199,17 +174,6 @@ void runTest(int argc, char **argv) { checkCudaErrors(cuLaunchKernel( matrixMul, grid.x, grid.y, grid.z, block.x, block.y, block.z, 2 * block_size * block_size * sizeof(float), NULL, args, NULL)); - - } else { - int Matrix_Width_A = WA; - int Matrix_Width_B = WB; - void *args[5] = {&d_C, &d_A, &d_B, &Matrix_Width_A, &Matrix_Width_B}; - // new CUDA 4.0 Driver API Kernel launch call - checkCudaErrors(cuLaunchKernel( - matrixMul, grid.x, grid.y, grid.z, block.x, block.y, block.z, - 2 * block_size * block_size * sizeof(float), NULL, args, NULL)); - } - } else { // This is the new CUDA 4.0 API for Kernel Parameter passing and Kernel // Launching (advanced method) @@ -225,24 +189,13 @@ void runTest(int argc, char **argv) { *(reinterpret_cast(&argBuffer[offset])) = d_B; offset += sizeof(d_B); - if (use_64bit_memory_address && - (totalGlobalMem > (uint64_t)4 * 1024 * 1024 * 1024L)) { size_t Matrix_Width_A = (size_t)WA; size_t Matrix_Width_B = (size_t)WB; - *(reinterpret_cast(&argBuffer[offset])) = Matrix_Width_A; - offset += sizeof(Matrix_Width_A); - *(reinterpret_cast(&argBuffer[offset])) = Matrix_Width_B; - offset += sizeof(Matrix_Width_B); - } else { - int Matrix_Width_A = WA; - int Matrix_Width_B = WB; - - *(reinterpret_cast(&argBuffer[offset])) = Matrix_Width_A; - offset += sizeof(Matrix_Width_A); - *(reinterpret_cast(&argBuffer[offset])) = Matrix_Width_B; - offset += sizeof(Matrix_Width_B); - } + *(reinterpret_cast(&argBuffer[offset])) = Matrix_Width_A; + offset += sizeof(Matrix_Width_A); + *(reinterpret_cast(&argBuffer[offset])) = Matrix_Width_B; + offset += sizeof(Matrix_Width_B); void *kernel_launch_config[5] = {CU_LAUNCH_PARAM_BUFFER_POINTER, argBuffer, CU_LAUNCH_PARAM_BUFFER_SIZE, &offset, @@ -281,13 +234,6 @@ void runTest(int argc, char **argv) { "Results may vary when GPU Boost is enabled.\n"); // clean up memory - if (use_64bit_memory_address) { - cuMemFree(d_Mem[0]); - cuMemFree(d_Mem[1]); - cuMemFree(d_Mem[2]); - cuMemFree(d_Mem[3]); - } - free(h_A); free(h_B); free(h_C); @@ -304,46 +250,11 @@ void randomInit(float *data, int size) { } } -bool inline findModulePath(const char *module_file, std::string &module_path, - char **argv, std::string &ptx_source) { - char *actual_path = sdkFindFilePath(module_file, argv[0]); - - if (actual_path) { - module_path = actual_path; - } else { - printf("> findModulePath file not found: <%s> \n", module_file); - return false; - } - - if (module_path.empty()) { - printf("> findModulePath file not found: <%s> \n", module_file); - return false; - } else { - printf("> findModulePath <%s>\n", module_path.c_str()); - - if (module_path.rfind(".ptx") != std::string::npos) { - FILE *fp = fopen(module_path.c_str(), "rb"); - fseek(fp, 0, SEEK_END); - int file_size = ftell(fp); - char *buf = new char[file_size + 1]; - fseek(fp, 0, SEEK_SET); - fread(buf, sizeof(char), file_size, fp); - fclose(fp); - buf[file_size] = '\0'; - ptx_source = buf; - delete[] buf; - } - - return true; - } -} - -static CUresult initCUDA(int argc, char **argv, CUfunction *pMatrixMul) { +static int initCUDA(int argc, char **argv, CUfunction *pMatrixMul) { CUfunction cuFunction = 0; CUresult status; int major = 0, minor = 0; char deviceName[100]; - std::string module_path, ptx_source; cuDevice = findCudaDeviceDRV(argc, (const char **)argv); @@ -352,85 +263,39 @@ static CUresult initCUDA(int argc, char **argv, CUfunction *pMatrixMul) { &major, CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MAJOR, cuDevice)); checkCudaErrors(cuDeviceGetAttribute( &minor, CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MINOR, cuDevice)); - checkCudaErrors(cuDeviceGetName(deviceName, 256, cuDevice)); + checkCudaErrors(cuDeviceGetName(deviceName, sizeof(deviceName), cuDevice)); printf("> GPU Device has SM %d.%d compute capability\n", major, minor); checkCudaErrors(cuDeviceTotalMem(&totalGlobalMem, cuDevice)); printf(" Total amount of global memory: %llu bytes\n", (long long unsigned int)totalGlobalMem); - printf(" 64-bit Memory Address: %s\n", - (totalGlobalMem > (uint64_t)4 * 1024 * 1024 * 1024L) ? "YES" : "NO"); - status = cuCtxCreate(&cuContext, 0, cuDevice); - - if (CUDA_SUCCESS != status) { - goto Error; - } + checkCudaErrors(cuCtxCreate(&cuContext, 0, cuDevice)); // first search for the module path before we load the results - if (!findModulePath(PTX_FILE, module_path, argv, ptx_source)) { - if (!findModulePath(CUBIN_FILE, module_path, argv, ptx_source)) { - printf( - "> findModulePath could not find ptx or cubin\n"); - status = CUDA_ERROR_NOT_FOUND; - goto Error; - } - } else { - printf("> initCUDA loading module: <%s>\n", module_path.c_str()); - } + std::string module_path; + std::ostringstream fatbin; - if (module_path.rfind("ptx") != std::string::npos) { - // in this branch we use compilation with parameters - const unsigned int jitNumOptions = 3; - CUjit_option *jitOptions = new CUjit_option[jitNumOptions]; - void **jitOptVals = new void *[jitNumOptions]; - - // set up size of compilation log buffer - jitOptions[0] = CU_JIT_INFO_LOG_BUFFER_SIZE_BYTES; - int jitLogBufferSize = 1024; - jitOptVals[0] = reinterpret_cast(jitLogBufferSize); - - // set up pointer to the compilation log buffer - jitOptions[1] = CU_JIT_INFO_LOG_BUFFER; - char *jitLogBuffer = new char[jitLogBufferSize]; - jitOptVals[1] = jitLogBuffer; - - // set up pointer to set the Maximum # of registers for a particular kernel - jitOptions[2] = CU_JIT_MAX_REGISTERS; - int jitRegCount = 32; - jitOptVals[2] = reinterpret_cast(jitRegCount); - - status = - cuModuleLoadDataEx(&cuModule, ptx_source.c_str(), jitNumOptions, - jitOptions, reinterpret_cast(jitOptVals)); - - printf("> PTX JIT log:\n%s\n", jitLogBuffer); - } else { - status = cuModuleLoad(&cuModule, module_path.c_str()); - } - - if (CUDA_SUCCESS != status) { - goto Error; - } - -#if USE_64BIT_MEMORY_ADDRESS - - if (totalGlobalMem > (uint64_t)4 * 1024 * 1024 * 1024L) { - status = cuModuleGetFunction(&cuFunction, cuModule, "matrixMul_bs32_64bit"); - } else -#endif + if (!findFatbinPath(FATBIN_FILE, module_path, argv, fatbin)) { - status = cuModuleGetFunction(&cuFunction, cuModule, "matrixMul_bs32_32bit"); + exit(EXIT_FAILURE); + } + else + { + printf("> initCUDA loading module: <%s>\n", module_path.c_str()); } - if (CUDA_SUCCESS != status) { - goto Error; + if (!fatbin.str().size()) + { + printf("fatbin file empty. exiting..\n"); + exit(EXIT_FAILURE); } + // Create module from binary file (FATBIN) + checkCudaErrors(cuModuleLoadData(&cuModule, fatbin.str().c_str())); + checkCudaErrors(cuModuleGetFunction(&cuFunction, cuModule, "matrixMul_bs32_64bit")); + *pMatrixMul = cuFunction; - return CUDA_SUCCESS; -Error: - cuCtxDestroy(cuContext); - return status; + return 0; } diff --git a/Samples/matrixMulDrv/matrixMulDrv_vs2012.sln b/Samples/matrixMulDrv/matrixMulDrv_vs2012.sln deleted file mode 100644 index 92bf41ca..00000000 --- a/Samples/matrixMulDrv/matrixMulDrv_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "matrixMulDrv", "matrixMulDrv_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/matrixMulDrv/matrixMulDrv_vs2012.vcxproj b/Samples/matrixMulDrv/matrixMulDrv_vs2012.vcxproj deleted file mode 100644 index 8b86e944..00000000 --- a/Samples/matrixMulDrv/matrixMulDrv_vs2012.vcxproj +++ /dev/null @@ -1,111 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - matrixMulDrv_vs2012 - matrixMulDrv - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/matrixMulDrv.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - data/%(Filename)64.ptx - ptx - - - - - - - - diff --git a/Samples/matrixMulDrv/matrixMulDrv_vs2013.sln b/Samples/matrixMulDrv/matrixMulDrv_vs2013.sln deleted file mode 100644 index 211d2c9d..00000000 --- a/Samples/matrixMulDrv/matrixMulDrv_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "matrixMulDrv", "matrixMulDrv_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/matrixMulDrv/matrixMulDrv_vs2013.vcxproj b/Samples/matrixMulDrv/matrixMulDrv_vs2013.vcxproj deleted file mode 100644 index 1e44ef4b..00000000 --- a/Samples/matrixMulDrv/matrixMulDrv_vs2013.vcxproj +++ /dev/null @@ -1,111 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - matrixMulDrv_vs2013 - matrixMulDrv - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/matrixMulDrv.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - data/%(Filename)64.ptx - ptx - - - - - - - - diff --git a/Samples/matrixMulDrv/matrixMulDrv_vs2015.vcxproj b/Samples/matrixMulDrv/matrixMulDrv_vs2015.vcxproj index 39a39266..d01b46c2 100644 --- a/Samples/matrixMulDrv/matrixMulDrv_vs2015.vcxproj +++ b/Samples/matrixMulDrv/matrixMulDrv_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/matrixMulDrv.exe - compute_35,compute_35; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -99,13 +99,13 @@ - data/%(Filename)64.ptx - ptx + data/%(Filename)64.fatbin + fatbin - + diff --git a/Samples/matrixMulDrv/matrixMulDrv_vs2017.vcxproj b/Samples/matrixMulDrv/matrixMulDrv_vs2017.vcxproj index 71c5e210..39bde580 100644 --- a/Samples/matrixMulDrv/matrixMulDrv_vs2017.vcxproj +++ b/Samples/matrixMulDrv/matrixMulDrv_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/matrixMulDrv.exe - compute_35,compute_35; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -104,13 +104,13 @@ - data/%(Filename)64.ptx - ptx + data/%(Filename)64.fatbin + fatbin - + diff --git a/Samples/matrixMulDrv/matrixMulDrv_vs2019.vcxproj b/Samples/matrixMulDrv/matrixMulDrv_vs2019.vcxproj index 5188a6a8..827dc26f 100644 --- a/Samples/matrixMulDrv/matrixMulDrv_vs2019.vcxproj +++ b/Samples/matrixMulDrv/matrixMulDrv_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/matrixMulDrv.exe - compute_35,compute_35; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -100,13 +100,13 @@ - data/%(Filename)64.ptx - ptx + data/%(Filename)64.fatbin + fatbin - + diff --git a/Samples/matrixMulDrv/matrixMul_kernel.cu b/Samples/matrixMulDrv/matrixMul_kernel.cu index a1680431..a0762f4b 100644 --- a/Samples/matrixMulDrv/matrixMul_kernel.cu +++ b/Samples/matrixMulDrv/matrixMul_kernel.cu @@ -34,16 +34,8 @@ #include -#define CHECK_BANK_CONFLICTS 0 -#if CHECK_BANK_CONFLICTS -#define AS(i, j) \ - cutilBankChecker((reinterpret_cast(&As[0][0])), (block_size * i + j)) -#define BS(i, j) \ - cutilBankChecker((reinterpret_cast(&Bs[0][0])), (block_size * i + j)) -#else #define AS(i, j) As[i][j] #define BS(i, j) Bs[i][j] -#endif //////////////////////////////////////////////////////////////////////////////// //! Matrix multiplication on the device: C = A * B @@ -119,18 +111,10 @@ __device__ void matrixMul(float *C, float *A, float *B, size_type wA, } // C wrappers around our template kernel -extern "C" __global__ void matrixMul_bs16_32bit(float *C, float *A, float *B, - int wA, int wB) { - matrixMul<16, int>(C, A, B, wA, wB); -} extern "C" __global__ void matrixMul_bs16_64bit(float *C, float *A, float *B, size_t wA, size_t wB) { matrixMul<16, size_t>(C, A, B, wA, wB); } -extern "C" __global__ void matrixMul_bs32_32bit(float *C, float *A, float *B, - int wA, int wB) { - matrixMul<32, int>(C, A, B, wA, wB); -} extern "C" __global__ void matrixMul_bs32_64bit(float *C, float *A, float *B, size_t wA, size_t wB) { matrixMul<32, size_t>(C, A, B, wA, wB); diff --git a/Samples/memMapIPCDrv/README.md b/Samples/memMapIPCDrv/README.md index b4d6ba68..b8303b2a 100644 --- a/Samples/memMapIPCDrv/README.md +++ b/Samples/memMapIPCDrv/README.md @@ -10,7 +10,7 @@ CUDA Driver API, cuMemMap IPC, MMAP ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cuModuleLoad, cuModuleLoadDataEx, cuModuleGetFunction, cuLaunchKernel, cuMemcpyD ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/memMapIPCDrv/memMapIPCDrv_vs2012.sln b/Samples/memMapIPCDrv/memMapIPCDrv_vs2012.sln deleted file mode 100644 index 9d98e0ed..00000000 --- a/Samples/memMapIPCDrv/memMapIPCDrv_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "memMapIPCDrv", "memMapIPCDrv_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/memMapIPCDrv/memMapIPCDrv_vs2012.vcxproj b/Samples/memMapIPCDrv/memMapIPCDrv_vs2012.vcxproj deleted file mode 100644 index d341e068..00000000 --- a/Samples/memMapIPCDrv/memMapIPCDrv_vs2012.vcxproj +++ /dev/null @@ -1,112 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - memMapIPCDrv_vs2012 - memMapIPCDrv - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/memMapIPCDrv.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - data/%(Filename)64.ptx - ptx - - - - - - - - - diff --git a/Samples/memMapIPCDrv/memMapIPCDrv_vs2013.sln b/Samples/memMapIPCDrv/memMapIPCDrv_vs2013.sln deleted file mode 100644 index 337b0413..00000000 --- a/Samples/memMapIPCDrv/memMapIPCDrv_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "memMapIPCDrv", "memMapIPCDrv_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/memMapIPCDrv/memMapIPCDrv_vs2013.vcxproj b/Samples/memMapIPCDrv/memMapIPCDrv_vs2013.vcxproj deleted file mode 100644 index 5eb16173..00000000 --- a/Samples/memMapIPCDrv/memMapIPCDrv_vs2013.vcxproj +++ /dev/null @@ -1,112 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - memMapIPCDrv_vs2013 - memMapIPCDrv - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/memMapIPCDrv.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - data/%(Filename)64.ptx - ptx - - - - - - - - - diff --git a/Samples/memMapIPCDrv/memMapIPCDrv_vs2015.vcxproj b/Samples/memMapIPCDrv/memMapIPCDrv_vs2015.vcxproj index a34b94d0..8c755b00 100644 --- a/Samples/memMapIPCDrv/memMapIPCDrv_vs2015.vcxproj +++ b/Samples/memMapIPCDrv/memMapIPCDrv_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/memMapIPCDrv/memMapIPCDrv_vs2017.vcxproj b/Samples/memMapIPCDrv/memMapIPCDrv_vs2017.vcxproj index 80fee5c9..69914bef 100644 --- a/Samples/memMapIPCDrv/memMapIPCDrv_vs2017.vcxproj +++ b/Samples/memMapIPCDrv/memMapIPCDrv_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -112,6 +112,6 @@ - + diff --git a/Samples/memMapIPCDrv/memMapIPCDrv_vs2019.vcxproj b/Samples/memMapIPCDrv/memMapIPCDrv_vs2019.vcxproj index b33860f5..f09f2de2 100644 --- a/Samples/memMapIPCDrv/memMapIPCDrv_vs2019.vcxproj +++ b/Samples/memMapIPCDrv/memMapIPCDrv_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -108,6 +108,6 @@ - + diff --git a/Samples/nvJPEG/README.md b/Samples/nvJPEG/README.md index b556bddf..e3417933 100644 --- a/Samples/nvJPEG/README.md +++ b/Samples/nvJPEG/README.md @@ -25,7 +25,7 @@ x86_64, ppc64le, aarch64 ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/nvJPEG/nvJPEG_vs2012.sln b/Samples/nvJPEG/nvJPEG_vs2012.sln deleted file mode 100644 index 3579beae..00000000 --- a/Samples/nvJPEG/nvJPEG_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "nvJPEG", "nvJPEG_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/nvJPEG/nvJPEG_vs2012.vcxproj b/Samples/nvJPEG/nvJPEG_vs2012.vcxproj deleted file mode 100644 index 784e05b1..00000000 --- a/Samples/nvJPEG/nvJPEG_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - nvJPEG_vs2012 - nvJPEG - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - nvjpeg.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/nvJPEG.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/nvJPEG/nvJPEG_vs2013.sln b/Samples/nvJPEG/nvJPEG_vs2013.sln deleted file mode 100644 index d66d94c7..00000000 --- a/Samples/nvJPEG/nvJPEG_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "nvJPEG", "nvJPEG_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/nvJPEG/nvJPEG_vs2013.vcxproj b/Samples/nvJPEG/nvJPEG_vs2013.vcxproj deleted file mode 100644 index f638caca..00000000 --- a/Samples/nvJPEG/nvJPEG_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - nvJPEG_vs2013 - nvJPEG - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - nvjpeg.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/nvJPEG.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/nvJPEG/nvJPEG_vs2015.vcxproj b/Samples/nvJPEG/nvJPEG_vs2015.vcxproj index 5e86535c..c8811c0e 100644 --- a/Samples/nvJPEG/nvJPEG_vs2015.vcxproj +++ b/Samples/nvJPEG/nvJPEG_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -102,6 +102,6 @@ - + diff --git a/Samples/nvJPEG/nvJPEG_vs2017.vcxproj b/Samples/nvJPEG/nvJPEG_vs2017.vcxproj index 987e8dc6..e99ab26e 100644 --- a/Samples/nvJPEG/nvJPEG_vs2017.vcxproj +++ b/Samples/nvJPEG/nvJPEG_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/nvJPEG/nvJPEG_vs2019.vcxproj b/Samples/nvJPEG/nvJPEG_vs2019.vcxproj index 0118281e..c075b565 100644 --- a/Samples/nvJPEG/nvJPEG_vs2019.vcxproj +++ b/Samples/nvJPEG/nvJPEG_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -103,6 +103,6 @@ - + diff --git a/Samples/nvJPEG_encoder/README.md b/Samples/nvJPEG_encoder/README.md index 97321d97..b5caa295 100644 --- a/Samples/nvJPEG_encoder/README.md +++ b/Samples/nvJPEG_encoder/README.md @@ -25,7 +25,7 @@ x86_64, ppc64le, aarch64 ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2012.vcxproj b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2012.vcxproj deleted file mode 100644 index d161dcc0..00000000 --- a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - nvJPEG_encoder_vs2012 - nvJPEG_encoder - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - nvjpeg.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/nvJPEG_encoder.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2013.vcxproj b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2013.vcxproj deleted file mode 100644 index 2f862c29..00000000 --- a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - nvJPEG_encoder_vs2013 - nvJPEG_encoder - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - nvjpeg.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/nvJPEG_encoder.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2015.vcxproj b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2015.vcxproj index b2825a3d..a27d9c5f 100644 --- a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2015.vcxproj +++ b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -102,6 +102,6 @@ - + diff --git a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2017.vcxproj b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2017.vcxproj index 38f3eef7..aff650f5 100644 --- a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2017.vcxproj +++ b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2019.vcxproj b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2019.vcxproj index 85aa6f2c..8692513a 100644 --- a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2019.vcxproj +++ b/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -103,6 +103,6 @@ - + diff --git a/Samples/p2pBandwidthLatencyTest/Makefile b/Samples/p2pBandwidthLatencyTest/Makefile index 0f830b77..60e62903 100644 --- a/Samples/p2pBandwidthLatencyTest/Makefile +++ b/Samples/p2pBandwidthLatencyTest/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/p2pBandwidthLatencyTest/NsightEclipse.xml b/Samples/p2pBandwidthLatencyTest/NsightEclipse.xml index 65b1a254..74cfdc5a 100644 --- a/Samples/p2pBandwidthLatencyTest/NsightEclipse.xml +++ b/Samples/p2pBandwidthLatencyTest/NsightEclipse.xml @@ -50,6 +50,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/p2pBandwidthLatencyTest/README.md b/Samples/p2pBandwidthLatencyTest/README.md index 130d0879..ff50ee98 100644 --- a/Samples/p2pBandwidthLatencyTest/README.md +++ b/Samples/p2pBandwidthLatencyTest/README.md @@ -10,7 +10,7 @@ Performance Strategies, Asynchronous Data Transfers, Unified Virtual Address Spa ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaDeviceCanAccessPeer, cudaDeviceEnablePeerAccess, cudaDeviceDisablePeerAccess ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2012.sln b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2012.sln deleted file mode 100644 index 9cfed601..00000000 --- a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "p2pBandwidthLatencyTest", "p2pBandwidthLatencyTest_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2012.vcxproj b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2012.vcxproj deleted file mode 100644 index 06d313b8..00000000 --- a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - p2pBandwidthLatencyTest_vs2012 - p2pBandwidthLatencyTest - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/p2pBandwidthLatencyTest.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2013.sln b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2013.sln deleted file mode 100644 index cac60a5d..00000000 --- a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "p2pBandwidthLatencyTest", "p2pBandwidthLatencyTest_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2013.vcxproj b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2013.vcxproj deleted file mode 100644 index 31e7a1a8..00000000 --- a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - p2pBandwidthLatencyTest_vs2013 - p2pBandwidthLatencyTest - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/p2pBandwidthLatencyTest.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2015.vcxproj b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2015.vcxproj index 12f7f57a..12023d37 100644 --- a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2015.vcxproj +++ b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/p2pBandwidthLatencyTest.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2017.vcxproj b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2017.vcxproj index 94e41a0c..74245c9d 100644 --- a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2017.vcxproj +++ b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/p2pBandwidthLatencyTest.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2019.vcxproj b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2019.vcxproj index 929881cd..ee13c354 100644 --- a/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2019.vcxproj +++ b/Samples/p2pBandwidthLatencyTest/p2pBandwidthLatencyTest_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/p2pBandwidthLatencyTest.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/reduction/Makefile b/Samples/reduction/Makefile index ee4a3b23..70bc1c3b 100644 --- a/Samples/reduction/Makefile +++ b/Samples/reduction/Makefile @@ -301,9 +301,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/reduction/NsightEclipse.xml b/Samples/reduction/NsightEclipse.xml index c0696c61..0eb01ccb 100644 --- a/Samples/reduction/NsightEclipse.xml +++ b/Samples/reduction/NsightEclipse.xml @@ -55,6 +55,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/reduction/README.md b/Samples/reduction/README.md index b2a9b5fd..f4434a40 100644 --- a/Samples/reduction/README.md +++ b/Samples/reduction/README.md @@ -10,7 +10,7 @@ Data-Parallel Algorithms, Performance Strategies ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, armv7l ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/reduction/reduction_vs2012.vcxproj b/Samples/reduction/reduction_vs2012.vcxproj deleted file mode 100644 index f0b64b8f..00000000 --- a/Samples/reduction/reduction_vs2012.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - reduction_vs2012 - reduction - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/reduction.exe - - - compute_30,sm_30;compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/reduction/reduction_vs2013.sln b/Samples/reduction/reduction_vs2013.sln deleted file mode 100644 index a04f9b38..00000000 --- a/Samples/reduction/reduction_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "reduction", "reduction_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/reduction/reduction_vs2013.vcxproj b/Samples/reduction/reduction_vs2013.vcxproj deleted file mode 100644 index 38e5c283..00000000 --- a/Samples/reduction/reduction_vs2013.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - reduction_vs2013 - reduction - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/reduction.exe - - - compute_30,sm_30;compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/reduction/reduction_vs2015.vcxproj b/Samples/reduction/reduction_vs2015.vcxproj index f34c22cd..f2c0e160 100644 --- a/Samples/reduction/reduction_vs2015.vcxproj +++ b/Samples/reduction/reduction_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/reduction.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/reduction/reduction_vs2017.vcxproj b/Samples/reduction/reduction_vs2017.vcxproj index fc3371c3..9cadf8b4 100644 --- a/Samples/reduction/reduction_vs2017.vcxproj +++ b/Samples/reduction/reduction_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/reduction.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -108,6 +108,6 @@ - + diff --git a/Samples/reduction/reduction_vs2019.vcxproj b/Samples/reduction/reduction_vs2019.vcxproj index fd0ad454..201791dc 100644 --- a/Samples/reduction/reduction_vs2019.vcxproj +++ b/Samples/reduction/reduction_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/reduction.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -104,6 +104,6 @@ - + diff --git a/Samples/shfl_scan/Makefile b/Samples/shfl_scan/Makefile index 20052c72..1f01d4eb 100644 --- a/Samples/shfl_scan/Makefile +++ b/Samples/shfl_scan/Makefile @@ -255,6 +255,12 @@ ALL_CCFLAGS += $(addprefix -Xcompiler ,$(EXTRA_CCFLAGS)) SAMPLE_ENABLED := 1 +# This sample is not supported on QNX +ifeq ($(TARGET_OS),qnx) + $(info >>> WARNING - shfl_scan is not supported on QNX - waiving sample <<<) + SAMPLE_ENABLED := 0 +endif + ALL_LDFLAGS := ALL_LDFLAGS += $(ALL_CCFLAGS) ALL_LDFLAGS += $(addprefix -Xlinker ,$(LDFLAGS)) @@ -266,11 +272,38 @@ LIBRARIES := ################################################################################ +#Detect if installed version of GCC supports required C++11 +ifeq ($(TARGET_OS),linux) + empty := + space := $(empty) $(empty) + GCCVERSIONSTRING := $(shell expr `$(HOST_COMPILER) -dumpversion`) +#Create version number without "." + GCCVERSION := $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f1 -d.) + GCCVERSION += $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f2 -d.) + GCCVERSION += $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f3 -d.) +# Make sure the version number has at least 3 decimals + GCCVERSION += 00 +# Remove spaces from the version number + GCCVERSION := $(subst $(space),$(empty),$(GCCVERSION)) +# Crop the version number to 3 decimals. + GCCVERSION := $(shell expr `echo $(GCCVERSION)` | cut -b1-3) +#$(warning $(GCCVERSION)) + + IS_MIN_VERSION := $(shell expr `echo $(GCCVERSION)` \>= 470) + + ifeq ($(IS_MIN_VERSION), 1) + $(info >>> GCC Version is greater or equal to 4.7.0 <<<) + else + $(info >>> Waiving build. Minimum GCC version required is 4.7.0<<<) + SAMPLE_ENABLED := 0 + endif +endif + # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) @@ -289,7 +322,7 @@ GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM) endif endif -ALL_CCFLAGS += -O3 +ALL_CCFLAGS += --std=c++11 -O3 ifeq ($(SAMPLE_ENABLED),0) EXEC ?= @echo "[@]" diff --git a/Samples/shfl_scan/NsightEclipse.xml b/Samples/shfl_scan/NsightEclipse.xml index 933951d8..6fc22f42 100644 --- a/Samples/shfl_scan/NsightEclipse.xml +++ b/Samples/shfl_scan/NsightEclipse.xml @@ -3,6 +3,7 @@ shfl_scan + --std=c++11 -O3 @@ -18,6 +19,7 @@ GPGPU + CPP11 CUDA scan parallel prefix sum @@ -29,6 +31,9 @@ true shfl_scan.cu + + CPP11 + 1:CUDA Advanced Topics 1:Data-Parallel Algorithms diff --git a/Samples/shfl_scan/README.md b/Samples/shfl_scan/README.md index 68695af0..788e02bd 100644 --- a/Samples/shfl_scan/README.md +++ b/Samples/shfl_scan/README.md @@ -20,9 +20,13 @@ x86_64, ppc64le, armv7l, aarch64 ## CUDA APIs involved +## Dependencies needed to build/run +[CPP11](../../README.md#cpp11) + ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/shfl_scan/shfl_integral_image.cuh b/Samples/shfl_scan/shfl_integral_image.cuh index 294080bb..e4036da4 100644 --- a/Samples/shfl_scan/shfl_integral_image.cuh +++ b/Samples/shfl_scan/shfl_integral_image.cuh @@ -24,76 +24,68 @@ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ +#include + +namespace cg = cooperative_groups; // Utility function to extract unsigned chars from an // unsigned integer - -__device__ uchar4 int_to_uchar4(unsigned int in) { - uchar4 bytes; - bytes.x = in & 0x000000ff >> 0; - bytes.y = in & 0x0000ff00 >> 8; - bytes.z = in & 0x00ff0000 >> 16; - bytes.w = in & 0xff000000 >> 24; - return bytes; +__device__ uchar4 uint_to_uchar4(const unsigned int in) { + return make_uchar4((in & 0x000000ff) >> 0, (in & 0x0000ff00) >> 8, + (in & 0x00ff0000) >> 16, (in & 0xff000000) >> 24); } -// This function demonstrates some uses of the shuffle instruction -// in the generation of an integral image (also -// called a summed area table) -// The approach is two pass, a horizontal (scanline) then a vertical -// (column) pass. -// This is the horizontal pass kernel. -__global__ void shfl_intimage_rows(uint4 *img, uint4 *integral_image) { - __shared__ int sums[128]; +// Utility for dealing with vector data at different levels. +struct packed_result { + uint4 x, y, z, w; +}; - int id = threadIdx.x; - // pointer to head of current scanline - uint4 *scanline = &img[blockIdx.x * 120]; - uint4 data; - data = scanline[id]; - int result[16]; - int sum; - unsigned int lane_id = id % warpSize; - int warp_id = threadIdx.x / warpSize; +__device__ packed_result get_prefix_sum(const uint4 &data, + const cg::thread_block &cta) { + const auto tile = cg::tiled_partition<32>(cta); - uchar4 a = int_to_uchar4(data.x); - uchar4 b = int_to_uchar4(data.y); - uchar4 c = int_to_uchar4(data.z); - uchar4 d = int_to_uchar4(data.w); + __shared__ unsigned int sums[128]; + const unsigned int lane_id = tile.thread_rank(); + const unsigned int warp_id = tile.meta_group_rank(); - result[0] = a.x; - result[1] = a.x + a.y; - result[2] = a.x + a.y + a.z; - result[3] = a.x + a.y + a.z + a.w; + unsigned int result[16] = {}; + { + const uchar4 a = uint_to_uchar4(data.x); + const uchar4 b = uint_to_uchar4(data.y); + const uchar4 c = uint_to_uchar4(data.z); + const uchar4 d = uint_to_uchar4(data.w); - result[4] = b.x; - result[5] = b.x + b.y; - result[6] = b.x + b.y + b.z; - result[7] = b.x + b.y + b.z + b.w; + result[0] = a.x; + result[1] = a.x + a.y; + result[2] = a.x + a.y + a.z; + result[3] = a.x + a.y + a.z + a.w; - result[8] = c.x; - result[9] = c.x + c.y; - result[10] = c.x + c.y + c.z; - result[11] = c.x + c.y + c.z + c.w; + result[4] = b.x; + result[5] = b.x + b.y; + result[6] = b.x + b.y + b.z; + result[7] = b.x + b.y + b.z + b.w; - result[12] = d.x; - result[13] = d.x + d.y; - result[14] = d.x + d.y + d.z; - result[15] = d.x + d.y + d.z + d.w; + result[8] = c.x; + result[9] = c.x + c.y; + result[10] = c.x + c.y + c.z; + result[11] = c.x + c.y + c.z + c.w; + + result[12] = d.x; + result[13] = d.x + d.y; + result[14] = d.x + d.y + d.z; + result[15] = d.x + d.y + d.z + d.w; + } #pragma unroll - - for (int i = 4; i <= 7; i++) result[i] += result[3]; + for (unsigned int i = 4; i <= 7; i++) result[i] += result[3]; #pragma unroll - - for (int i = 8; i <= 11; i++) result[i] += result[7]; + for (unsigned int i = 8; i <= 11; i++) result[i] += result[7]; #pragma unroll + for (unsigned int i = 12; i <= 15; i++) result[i] += result[11]; - for (int i = 12; i <= 15; i++) result[i] += result[11]; - - sum = result[15]; + unsigned int sum = result[15]; // the prefix sum for each thread's 16 value is computed, // now the final sums (result[15]) need to be shared @@ -101,17 +93,15 @@ __global__ void shfl_intimage_rows(uint4 *img, uint4 *integral_image) { // the __shfl_up() instruction is used and a shuffle scan // operation is performed to distribute the sums to the correct // threads -#pragma unroll - for (int i = 1; i < 32; i *= 2) { - unsigned int mask = 0xffffffff; - int n = __shfl_up_sync(mask, sum, i, 32); +#pragma unroll + for (unsigned int i = 1; i < 32; i *= 2) { + const unsigned int n = tile.shfl_up(sum, i); if (lane_id >= i) { #pragma unroll - - for (int i = 0; i < 16; i++) { - result[i] += n; + for (unsigned int j = 0; j < 16; j++) { + result[j] += n; } sum += n; @@ -126,19 +116,18 @@ __global__ void shfl_intimage_rows(uint4 *img, uint4 *integral_image) { // The results are uniformly added back to the warps. // last thread in the warp holding sum of the warp // places that in shared - if (threadIdx.x % warpSize == warpSize - 1) { + if (tile.thread_rank() == (tile.size() - 1)) { sums[warp_id] = result[15]; } __syncthreads(); if (warp_id == 0) { - int warp_sum = sums[lane_id]; -#pragma unroll + unsigned int warp_sum = sums[lane_id]; - for (int i = 1; i <= 32; i *= 2) { - unsigned int mask = 0xffffffff; - int n = __shfl_up_sync(mask, warp_sum, i, 32); +#pragma unroll + for (unsigned int i = 1; i <= 16; i *= 2) { + const unsigned int n = tile.shfl_up(warp_sum, i); if (lane_id >= i) warp_sum += n; } @@ -148,18 +137,52 @@ __global__ void shfl_intimage_rows(uint4 *img, uint4 *integral_image) { __syncthreads(); - int blockSum = 0; - // fold in unused warp if (warp_id > 0) { - blockSum = sums[warp_id - 1]; -#pragma unroll + const unsigned int blockSum = sums[warp_id - 1]; - for (int i = 0; i < 16; i++) { +#pragma unroll + for (unsigned int i = 0; i < 16; i++) { result[i] += blockSum; } } + packed_result out; + memcpy(&out, result, sizeof(out)); + return out; +} + +// This function demonstrates some uses of the shuffle instruction +// in the generation of an integral image (also +// called a summed area table) +// The approach is two pass, a horizontal (scanline) then a vertical +// (column) pass. +// This is the horizontal pass kernel. +__global__ void shfl_intimage_rows(const uint4 *img, uint4 *integral_image) { + const auto cta = cg::this_thread_block(); + const auto tile = cg::tiled_partition<32>(cta); + + const unsigned int id = threadIdx.x; + // pointer to head of current scanline + const uint4 *scanline = &img[blockIdx.x * 120]; + packed_result result = get_prefix_sum(scanline[id], cta); + + // This access helper allows packed_result to stay optimized as registers + // rather than spill to stack + auto idxToElem = [&result](unsigned int idx) -> const uint4 { + switch (idx) { + case 0: + return result.x; + case 1: + return result.y; + case 2: + return result.z; + case 3: + return result.w; + } + return {}; + }; + // assemble result // Each thread has 16 values to write, which are // now integer data (to avoid overflow). Instead of @@ -170,131 +193,58 @@ __global__ void shfl_intimage_rows(uint4 *img, uint4 *integral_image) { // consecutive data to be written so larger contiguous // segments can be assembled for writing. /* - For example data that needs to be written as + For example data that needs to be written as - GMEM[16] <- x0 x1 x2 x3 y0 y1 y2 y3 z0 z1 z2 z3 w0 w1 w2 w3 - but is stored in registers (r0..r3), in four threads (0..3) as: + GMEM[16] <- x0 x1 x2 x3 y0 y1 y2 y3 z0 z1 z2 z3 w0 w1 w2 w3 + but is stored in registers (r0..r3), in four threads (0..3) as: - threadId 0 1 2 3 - r0 x0 y0 z0 w0 - r1 x1 y1 z1 w1 - r2 x2 y2 z2 w2 - r3 x3 y3 z3 w3 + threadId 0 1 2 3 + r0 x0 y0 z0 w0 + r1 x1 y1 z1 w1 + r2 x2 y2 z2 w2 + r3 x3 y3 z3 w3 - after apply __shfl_xor operations to move data between registers r1..r3: + after apply __shfl_xor operations to move data between registers r1..r3: - threadId 00 01 10 11 - x0 y0 z0 w0 - xor(01)->y1 x1 w1 z1 - xor(10)->z2 w2 x2 y2 - xor(11)->w3 z3 y3 x3 + threadId 00 01 10 11 + x0 y0 z0 w0 + xor(01)->y1 x1 w1 z1 + xor(10)->z2 w2 x2 y2 + xor(11)->w3 z3 y3 x3 - and now x0..x3, and z0..z3 can be written out in order by all threads. + and now x0..x3, and z0..z3 can be written out in order by all threads. - In the current code, each register above is actually representing - four integers to be written as uint4's to GMEM. + In the current code, each register above is actually representing + four integers to be written as uint4's to GMEM. */ - unsigned int mask = 0xffffffff; - uint4 output; - result[4] = __shfl_xor_sync(mask, result[4], 1, 32); - result[5] = __shfl_xor_sync(mask, result[5], 1, 32); - result[6] = __shfl_xor_sync(mask, result[6], 1, 32); - result[7] = __shfl_xor_sync(mask, result[7], 1, 32); + const unsigned int idMask = id & 3; + const unsigned int idSwizzle = (id + 2) & 3; + const unsigned int idShift = (id >> 2) << 4; + const unsigned int blockOffset = blockIdx.x * 480; - result[8] = __shfl_xor_sync(mask, result[8], 2, 32); - result[9] = __shfl_xor_sync(mask, result[9], 2, 32); - result[10] = __shfl_xor_sync(mask, result[10], 2, 32); - result[11] = __shfl_xor_sync(mask, result[11], 2, 32); + // Use CG tile to warp shuffle vector types + result.y = tile.shfl_xor(result.y, 1); + result.z = tile.shfl_xor(result.z, 2); + result.w = tile.shfl_xor(result.w, 3); - result[12] = __shfl_xor_sync(mask, result[12], 3, 32); - result[13] = __shfl_xor_sync(mask, result[13], 3, 32); - result[14] = __shfl_xor_sync(mask, result[14], 3, 32); - result[15] = __shfl_xor_sync(mask, result[15], 3, 32); + // First batch + integral_image[blockOffset + idMask + idShift] = idxToElem(idMask); + // Second batch offset by 2 + integral_image[blockOffset + idSwizzle + idShift + 8] = idxToElem(idSwizzle); - if (threadIdx.x % 4 == 0) { - output = make_uint4(result[0], result[1], result[2], result[3]); - } - - if (threadIdx.x % 4 == 1) { - output = make_uint4(result[4], result[5], result[6], result[7]); - } - - if (threadIdx.x % 4 == 2) { - output = make_uint4(result[8], result[9], result[10], result[11]); - } - - if (threadIdx.x % 4 == 3) { - output = make_uint4(result[12], result[13], result[14], result[15]); - } - - integral_image[blockIdx.x * 480 + threadIdx.x % 4 + (threadIdx.x / 4) * 16] = - output; - - if (threadIdx.x % 4 == 2) { - output = make_uint4(result[0], result[1], result[2], result[3]); - } - - if (threadIdx.x % 4 == 3) { - output = make_uint4(result[4], result[5], result[6], result[7]); - } - - if (threadIdx.x % 4 == 0) { - output = make_uint4(result[8], result[9], result[10], result[11]); - } - - if (threadIdx.x % 4 == 1) { - output = make_uint4(result[12], result[13], result[14], result[15]); - } - - integral_image[blockIdx.x * 480 + (threadIdx.x + 2) % 4 + - (threadIdx.x / 4) * 16 + 8] = output; // continuing from the above example, // this use of __shfl_xor() places the y0..y3 and w0..w3 data // in order. -#pragma unroll + result.x = tile.shfl_xor(result.x, 1); + result.y = tile.shfl_xor(result.y, 1); + result.z = tile.shfl_xor(result.z, 1); + result.w = tile.shfl_xor(result.w, 1); - for (int i = 0; i < 16; i++) { - result[i] = __shfl_xor_sync(mask, result[i], 1, 32); - } - - if (threadIdx.x % 4 == 0) { - output = make_uint4(result[0], result[1], result[2], result[3]); - } - - if (threadIdx.x % 4 == 1) { - output = make_uint4(result[4], result[5], result[6], result[7]); - } - - if (threadIdx.x % 4 == 2) { - output = make_uint4(result[8], result[9], result[10], result[11]); - } - - if (threadIdx.x % 4 == 3) { - output = make_uint4(result[12], result[13], result[14], result[15]); - } - - integral_image[blockIdx.x * 480 + threadIdx.x % 4 + (threadIdx.x / 4) * 16 + - 4] = output; - - if (threadIdx.x % 4 == 2) { - output = make_uint4(result[0], result[1], result[2], result[3]); - } - - if (threadIdx.x % 4 == 3) { - output = make_uint4(result[4], result[5], result[6], result[7]); - } - - if (threadIdx.x % 4 == 0) { - output = make_uint4(result[8], result[9], result[10], result[11]); - } - - if (threadIdx.x % 4 == 1) { - output = make_uint4(result[12], result[13], result[14], result[15]); - } - - integral_image[blockIdx.x * 480 + (threadIdx.x + 2) % 4 + - (threadIdx.x / 4) * 16 + 12] = output; + // First batch + integral_image[blockOffset + idMask + idShift + 4] = idxToElem(idMask); + // Second batch offset by 2 + integral_image[blockOffset + idSwizzle + idShift + 12] = idxToElem(idSwizzle); } // This kernel computes columnwise prefix sums. When the data input is diff --git a/Samples/shfl_scan/shfl_scan_vs2012.vcxproj b/Samples/shfl_scan/shfl_scan_vs2012.vcxproj deleted file mode 100644 index 94c42307..00000000 --- a/Samples/shfl_scan/shfl_scan_vs2012.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - shfl_scan_vs2012 - shfl_scan - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/shfl_scan.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/shfl_scan/shfl_scan_vs2013.sln b/Samples/shfl_scan/shfl_scan_vs2013.sln deleted file mode 100644 index d7667ce4..00000000 --- a/Samples/shfl_scan/shfl_scan_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "shfl_scan", "shfl_scan_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/shfl_scan/shfl_scan_vs2013.vcxproj b/Samples/shfl_scan/shfl_scan_vs2013.vcxproj deleted file mode 100644 index 4eb5c420..00000000 --- a/Samples/shfl_scan/shfl_scan_vs2013.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - shfl_scan_vs2013 - shfl_scan - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/shfl_scan.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/shfl_scan/shfl_scan_vs2015.vcxproj b/Samples/shfl_scan/shfl_scan_vs2015.vcxproj index 4b53151f..7ad22790 100644 --- a/Samples/shfl_scan/shfl_scan_vs2015.vcxproj +++ b/Samples/shfl_scan/shfl_scan_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/shfl_scan.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/shfl_scan/shfl_scan_vs2017.vcxproj b/Samples/shfl_scan/shfl_scan_vs2017.vcxproj index 43ef2691..fa33808f 100644 --- a/Samples/shfl_scan/shfl_scan_vs2017.vcxproj +++ b/Samples/shfl_scan/shfl_scan_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/shfl_scan.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -108,6 +108,6 @@ - + diff --git a/Samples/shfl_scan/shfl_scan_vs2019.vcxproj b/Samples/shfl_scan/shfl_scan_vs2019.vcxproj index df2dd263..c118fa7c 100644 --- a/Samples/shfl_scan/shfl_scan_vs2019.vcxproj +++ b/Samples/shfl_scan/shfl_scan_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/shfl_scan.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -104,6 +104,6 @@ - + diff --git a/Samples/simpleAWBarrier/Makefile b/Samples/simpleAWBarrier/Makefile index d11c54c6..deae4112 100644 --- a/Samples/simpleAWBarrier/Makefile +++ b/Samples/simpleAWBarrier/Makefile @@ -307,9 +307,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 70 72 75 80 +SMS ?= 70 72 75 80 86 else -SMS ?= 70 75 80 +SMS ?= 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleAWBarrier/NsightEclipse.xml b/Samples/simpleAWBarrier/NsightEclipse.xml index 5c73108c..48dcfe69 100644 --- a/Samples/simpleAWBarrier/NsightEclipse.xml +++ b/Samples/simpleAWBarrier/NsightEclipse.xml @@ -43,6 +43,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/simpleAWBarrier/README.md b/Samples/simpleAWBarrier/README.md index ab36896b..5ba9a7d0 100644 --- a/Samples/simpleAWBarrier/README.md +++ b/Samples/simpleAWBarrier/README.md @@ -10,7 +10,7 @@ Arrive Wait Barrier ## Supported SM Architectures -[SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaMalloc, cudaFree, cudaMemcpyAsync ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleAWBarrier/simpleAWBarrier_vs2015.vcxproj b/Samples/simpleAWBarrier/simpleAWBarrier_vs2015.vcxproj index 9f140fda..97c9b929 100644 --- a/Samples/simpleAWBarrier/simpleAWBarrier_vs2015.vcxproj +++ b/Samples/simpleAWBarrier/simpleAWBarrier_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleAWBarrier.exe - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/simpleAWBarrier/simpleAWBarrier_vs2017.vcxproj b/Samples/simpleAWBarrier/simpleAWBarrier_vs2017.vcxproj index 050b5802..a1551a5c 100644 --- a/Samples/simpleAWBarrier/simpleAWBarrier_vs2017.vcxproj +++ b/Samples/simpleAWBarrier/simpleAWBarrier_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleAWBarrier.exe - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleAWBarrier/simpleAWBarrier_vs2019.vcxproj b/Samples/simpleAWBarrier/simpleAWBarrier_vs2019.vcxproj index 763a5d81..eb762f87 100644 --- a/Samples/simpleAWBarrier/simpleAWBarrier_vs2019.vcxproj +++ b/Samples/simpleAWBarrier/simpleAWBarrier_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleAWBarrier.exe - compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleAttributes/Makefile b/Samples/simpleAttributes/Makefile index 42678edd..984dd442 100644 --- a/Samples/simpleAttributes/Makefile +++ b/Samples/simpleAttributes/Makefile @@ -274,9 +274,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleAttributes/NsightEclipse.xml b/Samples/simpleAttributes/NsightEclipse.xml index 29538676..8b24ab8f 100644 --- a/Samples/simpleAttributes/NsightEclipse.xml +++ b/Samples/simpleAttributes/NsightEclipse.xml @@ -44,6 +44,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/simpleAttributes/README.md b/Samples/simpleAttributes/README.md index 6d034226..a7d176d7 100644 --- a/Samples/simpleAttributes/README.md +++ b/Samples/simpleAttributes/README.md @@ -10,7 +10,7 @@ Attributes usage on stream ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaCtxResetPersistingL2Cache, cudaDeviceSetLimit, cudaFree, cudaGetDeviceProper ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/simpleAttributes/simpleAttributes_vs2012.sln b/Samples/simpleAttributes/simpleAttributes_vs2012.sln deleted file mode 100644 index f00b1367..00000000 --- a/Samples/simpleAttributes/simpleAttributes_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleAttributes", "simpleAttributes_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleAttributes/simpleAttributes_vs2012.vcxproj b/Samples/simpleAttributes/simpleAttributes_vs2012.vcxproj deleted file mode 100644 index fb26b4d6..00000000 --- a/Samples/simpleAttributes/simpleAttributes_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleAttributes_vs2012 - simpleAttributes - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleAttributes.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleAttributes/simpleAttributes_vs2013.sln b/Samples/simpleAttributes/simpleAttributes_vs2013.sln deleted file mode 100644 index 7e15975e..00000000 --- a/Samples/simpleAttributes/simpleAttributes_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleAttributes", "simpleAttributes_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleAttributes/simpleAttributes_vs2013.vcxproj b/Samples/simpleAttributes/simpleAttributes_vs2013.vcxproj deleted file mode 100644 index 4ee2e5ef..00000000 --- a/Samples/simpleAttributes/simpleAttributes_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleAttributes_vs2013 - simpleAttributes - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleAttributes.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleAttributes/simpleAttributes_vs2015.vcxproj b/Samples/simpleAttributes/simpleAttributes_vs2015.vcxproj index f1e09101..f5abf252 100644 --- a/Samples/simpleAttributes/simpleAttributes_vs2015.vcxproj +++ b/Samples/simpleAttributes/simpleAttributes_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleAttributes.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/simpleAttributes/simpleAttributes_vs2017.vcxproj b/Samples/simpleAttributes/simpleAttributes_vs2017.vcxproj index 4a19feaa..2e805841 100644 --- a/Samples/simpleAttributes/simpleAttributes_vs2017.vcxproj +++ b/Samples/simpleAttributes/simpleAttributes_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleAttributes.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleAttributes/simpleAttributes_vs2019.vcxproj b/Samples/simpleAttributes/simpleAttributes_vs2019.vcxproj index 71597815..8d17df3f 100644 --- a/Samples/simpleAttributes/simpleAttributes_vs2019.vcxproj +++ b/Samples/simpleAttributes/simpleAttributes_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleAttributes.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleCUBLAS/NsightEclipse.xml b/Samples/simpleCUBLAS/NsightEclipse.xml index 9e9022ae..8d3a6e3a 100644 --- a/Samples/simpleCUBLAS/NsightEclipse.xml +++ b/Samples/simpleCUBLAS/NsightEclipse.xml @@ -43,6 +43,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/simpleCUBLAS/README.md b/Samples/simpleCUBLAS/README.md index 58cea27f..efb542b5 100644 --- a/Samples/simpleCUBLAS/README.md +++ b/Samples/simpleCUBLAS/README.md @@ -10,7 +10,7 @@ Image Processing, CUBLAS Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, armv7l, aarch64 ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleCUBLAS/simpleCUBLAS_vs2012.sln b/Samples/simpleCUBLAS/simpleCUBLAS_vs2012.sln deleted file mode 100644 index 4ea5adb0..00000000 --- a/Samples/simpleCUBLAS/simpleCUBLAS_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCUBLAS", "simpleCUBLAS_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleCUBLAS/simpleCUBLAS_vs2013.sln b/Samples/simpleCUBLAS/simpleCUBLAS_vs2013.sln deleted file mode 100644 index 75b516b3..00000000 --- a/Samples/simpleCUBLAS/simpleCUBLAS_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCUBLAS", "simpleCUBLAS_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleCUBLAS/simpleCUBLAS_vs2015.vcxproj b/Samples/simpleCUBLAS/simpleCUBLAS_vs2015.vcxproj index a3eba4f8..5247102e 100644 --- a/Samples/simpleCUBLAS/simpleCUBLAS_vs2015.vcxproj +++ b/Samples/simpleCUBLAS/simpleCUBLAS_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -102,6 +102,6 @@ - + diff --git a/Samples/simpleCUBLAS/simpleCUBLAS_vs2017.vcxproj b/Samples/simpleCUBLAS/simpleCUBLAS_vs2017.vcxproj index 24f3268e..abb9f9a8 100644 --- a/Samples/simpleCUBLAS/simpleCUBLAS_vs2017.vcxproj +++ b/Samples/simpleCUBLAS/simpleCUBLAS_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleCUBLAS/simpleCUBLAS_vs2019.vcxproj b/Samples/simpleCUBLAS/simpleCUBLAS_vs2019.vcxproj index 8686be4e..3bbf8aa7 100644 --- a/Samples/simpleCUBLAS/simpleCUBLAS_vs2019.vcxproj +++ b/Samples/simpleCUBLAS/simpleCUBLAS_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleCUBLASXT/NsightEclipse.xml b/Samples/simpleCUBLASXT/NsightEclipse.xml index 14138971..e7b47ded 100644 --- a/Samples/simpleCUBLASXT/NsightEclipse.xml +++ b/Samples/simpleCUBLASXT/NsightEclipse.xml @@ -42,6 +42,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/simpleCUBLASXT/README.md b/Samples/simpleCUBLASXT/README.md index fea4f1c9..45c3d5e7 100644 --- a/Samples/simpleCUBLASXT/README.md +++ b/Samples/simpleCUBLASXT/README.md @@ -10,7 +10,7 @@ CUBLAS-XT Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, aarch64 ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2012.vcxproj b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2012.vcxproj deleted file mode 100644 index d7411e13..00000000 --- a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCUBLASXT_vs2012 - simpleCUBLASXT - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cublas.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleCUBLASXT.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2013.sln b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2013.sln deleted file mode 100644 index 0deb06af..00000000 --- a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCUBLASXT", "simpleCUBLASXT_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2013.vcxproj b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2013.vcxproj deleted file mode 100644 index cdcec294..00000000 --- a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCUBLASXT_vs2013 - simpleCUBLASXT - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cublas.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleCUBLASXT.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2015.vcxproj b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2015.vcxproj index 94a99b3f..6ed4c962 100644 --- a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2015.vcxproj +++ b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -102,6 +102,6 @@ - + diff --git a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2017.vcxproj b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2017.vcxproj index 04bb6ae1..9bb1594b 100644 --- a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2017.vcxproj +++ b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2019.vcxproj b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2019.vcxproj index 46e15086..097fb61d 100644 --- a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2019.vcxproj +++ b/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleCUFFT/Makefile b/Samples/simpleCUFFT/Makefile index d0178106..e7a95a84 100644 --- a/Samples/simpleCUFFT/Makefile +++ b/Samples/simpleCUFFT/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleCUFFT/NsightEclipse.xml b/Samples/simpleCUFFT/NsightEclipse.xml index c1a79133..135a7a4b 100644 --- a/Samples/simpleCUFFT/NsightEclipse.xml +++ b/Samples/simpleCUFFT/NsightEclipse.xml @@ -41,6 +41,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/simpleCUFFT/README.md b/Samples/simpleCUFFT/README.md index b96b46b8..3d63c976 100644 --- a/Samples/simpleCUFFT/README.md +++ b/Samples/simpleCUFFT/README.md @@ -10,7 +10,7 @@ Image Processing, CUFFT Library ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ x86_64, ppc64le, armv7l, aarch64 ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleCUFFT/simpleCUFFT_vs2012.sln b/Samples/simpleCUFFT/simpleCUFFT_vs2012.sln deleted file mode 100644 index c2f8cfdc..00000000 --- a/Samples/simpleCUFFT/simpleCUFFT_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCUFFT", "simpleCUFFT_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleCUFFT/simpleCUFFT_vs2012.vcxproj b/Samples/simpleCUFFT/simpleCUFFT_vs2012.vcxproj deleted file mode 100644 index 691801a3..00000000 --- a/Samples/simpleCUFFT/simpleCUFFT_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCUFFT_vs2012 - simpleCUFFT - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cufft.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleCUFFT.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleCUFFT/simpleCUFFT_vs2013.sln b/Samples/simpleCUFFT/simpleCUFFT_vs2013.sln deleted file mode 100644 index e9782b2d..00000000 --- a/Samples/simpleCUFFT/simpleCUFFT_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCUFFT", "simpleCUFFT_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleCUFFT/simpleCUFFT_vs2013.vcxproj b/Samples/simpleCUFFT/simpleCUFFT_vs2013.vcxproj deleted file mode 100644 index 2ebade8c..00000000 --- a/Samples/simpleCUFFT/simpleCUFFT_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCUFFT_vs2013 - simpleCUFFT - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cufft.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleCUFFT.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleCUFFT/simpleCUFFT_vs2015.vcxproj b/Samples/simpleCUFFT/simpleCUFFT_vs2015.vcxproj index bbed32a8..9728b87f 100644 --- a/Samples/simpleCUFFT/simpleCUFFT_vs2015.vcxproj +++ b/Samples/simpleCUFFT/simpleCUFFT_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleCUFFT.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/simpleCUFFT/simpleCUFFT_vs2017.vcxproj b/Samples/simpleCUFFT/simpleCUFFT_vs2017.vcxproj index feda86d7..c8ab32bc 100644 --- a/Samples/simpleCUFFT/simpleCUFFT_vs2017.vcxproj +++ b/Samples/simpleCUFFT/simpleCUFFT_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleCUFFT.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleCUFFT/simpleCUFFT_vs2019.vcxproj b/Samples/simpleCUFFT/simpleCUFFT_vs2019.vcxproj index f34a1780..5653ce94 100644 --- a/Samples/simpleCUFFT/simpleCUFFT_vs2019.vcxproj +++ b/Samples/simpleCUFFT/simpleCUFFT_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleCUFFT.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleCudaGraphs/Makefile b/Samples/simpleCudaGraphs/Makefile index 0b2dab99..dba59a20 100644 --- a/Samples/simpleCudaGraphs/Makefile +++ b/Samples/simpleCudaGraphs/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleCudaGraphs/README.md b/Samples/simpleCudaGraphs/README.md index 792f4049..3d51631b 100644 --- a/Samples/simpleCudaGraphs/README.md +++ b/Samples/simpleCudaGraphs/README.md @@ -25,7 +25,7 @@ cudaStreamBeginCapture, cudaStreamEndCapture, cudaLaunchHostFunc, cudaGraphCreat ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2012.sln b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2012.sln deleted file mode 100644 index 855904cc..00000000 --- a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCudaGraphs", "simpleCudaGraphs_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2012.vcxproj b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2012.vcxproj deleted file mode 100644 index 2d865022..00000000 --- a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCudaGraphs_vs2012 - simpleCudaGraphs - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleCudaGraphs.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2013.sln b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2013.sln deleted file mode 100644 index 4e87fbe9..00000000 --- a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCudaGraphs", "simpleCudaGraphs_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2013.vcxproj b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2013.vcxproj deleted file mode 100644 index 67b464a8..00000000 --- a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCudaGraphs_vs2013 - simpleCudaGraphs - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleCudaGraphs.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2015.vcxproj b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2015.vcxproj index 0f2e727d..bb40cc82 100644 --- a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2015.vcxproj +++ b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2017.vcxproj b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2017.vcxproj index ea33de0a..26d2fcdb 100644 --- a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2017.vcxproj +++ b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2019.vcxproj b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2019.vcxproj index 5e118853..19e88d7a 100644 --- a/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2019.vcxproj +++ b/Samples/simpleCudaGraphs/simpleCudaGraphs_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleCudaGraphs.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleD3D11/README.md b/Samples/simpleD3D11/README.md index c63fbcce..15bc6193 100644 --- a/Samples/simpleD3D11/README.md +++ b/Samples/simpleD3D11/README.md @@ -10,7 +10,7 @@ Graphics Interop, Image Processing ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaD3D11GetDevice, cudaImportExternalSemaphore, cudaImportExternalMemory, cudaE ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleD3D11/simpleD3D11_vs2015.vcxproj b/Samples/simpleD3D11/simpleD3D11_vs2015.vcxproj index d701a183..8d94b121 100644 --- a/Samples/simpleD3D11/simpleD3D11_vs2015.vcxproj +++ b/Samples/simpleD3D11/simpleD3D11_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleD3D11.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -106,6 +106,6 @@ - + diff --git a/Samples/simpleD3D11/simpleD3D11_vs2017.vcxproj b/Samples/simpleD3D11/simpleD3D11_vs2017.vcxproj index 1901f1d3..73dec4d7 100644 --- a/Samples/simpleD3D11/simpleD3D11_vs2017.vcxproj +++ b/Samples/simpleD3D11/simpleD3D11_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleD3D11.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -111,6 +111,6 @@ - + diff --git a/Samples/simpleD3D11/simpleD3D11_vs2019.vcxproj b/Samples/simpleD3D11/simpleD3D11_vs2019.vcxproj index c72c032d..f7918c4c 100644 --- a/Samples/simpleD3D11/simpleD3D11_vs2019.vcxproj +++ b/Samples/simpleD3D11/simpleD3D11_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleD3D11.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleD3D12/NsightEclipse.xml b/Samples/simpleD3D12/NsightEclipse.xml index 32fcba5e..7d63fcd2 100644 --- a/Samples/simpleD3D12/NsightEclipse.xml +++ b/Samples/simpleD3D12/NsightEclipse.xml @@ -50,6 +50,7 @@ sm72 sm75 sm80 + sm86 windows10 diff --git a/Samples/simpleD3D12/README.md b/Samples/simpleD3D12/README.md index b268341a..ef78debb 100644 --- a/Samples/simpleD3D12/README.md +++ b/Samples/simpleD3D12/README.md @@ -10,7 +10,7 @@ Graphics Interop, CUDA DX12 Interop, Image Processing ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaWaitExternalSemaphoresAsync, cudaSignalExternalSemaphoresAsync, cudaImportEx ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleD3D12/simpleD3D12_vs2015.vcxproj b/Samples/simpleD3D12/simpleD3D12_vs2015.vcxproj index 41223661..31c2d6d3 100644 --- a/Samples/simpleD3D12/simpleD3D12_vs2015.vcxproj +++ b/Samples/simpleD3D12/simpleD3D12_vs2015.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleD3D12.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -119,6 +119,6 @@ - + diff --git a/Samples/simpleD3D12/simpleD3D12_vs2017.vcxproj b/Samples/simpleD3D12/simpleD3D12_vs2017.vcxproj index 9653329a..46fe7c30 100644 --- a/Samples/simpleD3D12/simpleD3D12_vs2017.vcxproj +++ b/Samples/simpleD3D12/simpleD3D12_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleD3D12.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -119,6 +119,6 @@ - + diff --git a/Samples/simpleD3D12/simpleD3D12_vs2019.vcxproj b/Samples/simpleD3D12/simpleD3D12_vs2019.vcxproj index a2813d77..6e20534c 100644 --- a/Samples/simpleD3D12/simpleD3D12_vs2019.vcxproj +++ b/Samples/simpleD3D12/simpleD3D12_vs2019.vcxproj @@ -39,7 +39,7 @@ - + @@ -68,7 +68,7 @@ $(OutDir)/simpleD3D12.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -120,6 +120,6 @@ - + diff --git a/Samples/simpleDrvRuntime/Makefile b/Samples/simpleDrvRuntime/Makefile index 2491545b..c6308f2c 100644 --- a/Samples/simpleDrvRuntime/Makefile +++ b/Samples/simpleDrvRuntime/Makefile @@ -272,9 +272,9 @@ FATBIN_FILE := vectorAdd_kernel${TARGET_SIZE}.fatbin # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleDrvRuntime/README.md b/Samples/simpleDrvRuntime/README.md index 28abd337..3d6deca4 100644 --- a/Samples/simpleDrvRuntime/README.md +++ b/Samples/simpleDrvRuntime/README.md @@ -10,7 +10,7 @@ CUDA Driver API, CUDA Runtime API, Vector Addition ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaMemcpy, cudaMalloc, cudaStreamCreateWithFlags ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2012.sln b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2012.sln deleted file mode 100644 index 05f91d9e..00000000 --- a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleDrvRuntime", "simpleDrvRuntime_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2012.vcxproj b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2012.vcxproj deleted file mode 100644 index 9ba1fa93..00000000 --- a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2012.vcxproj +++ /dev/null @@ -1,111 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleDrvRuntime_vs2012 - simpleDrvRuntime - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cudart_static.lib;cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleDrvRuntime.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - data/%(Filename)64.fatbin - fatbin - - - - - - - - diff --git a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2013.sln b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2013.sln deleted file mode 100644 index 0a197d4c..00000000 --- a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleDrvRuntime", "simpleDrvRuntime_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2013.vcxproj b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2013.vcxproj deleted file mode 100644 index ad8ad7f3..00000000 --- a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2013.vcxproj +++ /dev/null @@ -1,111 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleDrvRuntime_vs2013 - simpleDrvRuntime - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); - - - Console - cudart_static.lib;cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleDrvRuntime.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - data/%(Filename)64.fatbin - fatbin - - - - - - - - diff --git a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2015.vcxproj b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2015.vcxproj index f26509ea..9cb0bdee 100644 --- a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2015.vcxproj +++ b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleDrvRuntime.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -106,6 +106,6 @@ - + diff --git a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2017.vcxproj b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2017.vcxproj index 6885ade1..672b7f0e 100644 --- a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2017.vcxproj +++ b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleDrvRuntime.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -111,6 +111,6 @@ - + diff --git a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2019.vcxproj b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2019.vcxproj index 29cc91ff..0f1250de 100644 --- a/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2019.vcxproj +++ b/Samples/simpleDrvRuntime/simpleDrvRuntime_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleDrvRuntime.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleIPC/Makefile b/Samples/simpleIPC/Makefile index 90df2682..406d8a43 100644 --- a/Samples/simpleIPC/Makefile +++ b/Samples/simpleIPC/Makefile @@ -292,9 +292,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleIPC/NsightEclipse.xml b/Samples/simpleIPC/NsightEclipse.xml index 3fd5b6bd..91346c03 100644 --- a/Samples/simpleIPC/NsightEclipse.xml +++ b/Samples/simpleIPC/NsightEclipse.xml @@ -49,6 +49,7 @@ sm72 sm75 sm80 + sm86 ../../Common/helper_multiprocess.cpp ../../Common/helper_multiprocess.h diff --git a/Samples/simpleIPC/README.md b/Samples/simpleIPC/README.md index f9b9fef9..0f143cf3 100644 --- a/Samples/simpleIPC/README.md +++ b/Samples/simpleIPC/README.md @@ -10,7 +10,7 @@ CUDA Systems Integration, Peer to Peer, InterProcess Communication ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaIpcGetEventHandle, cudaIpcOpenMemHandle, cudaIpcCloseMemHandle, cudaMemcpyAs ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleIPC/simpleIPC_vs2012.vcxproj b/Samples/simpleIPC/simpleIPC_vs2012.vcxproj deleted file mode 100644 index fb46bc41..00000000 --- a/Samples/simpleIPC/simpleIPC_vs2012.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleIPC_vs2012 - simpleIPC - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleIPC.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/simpleIPC/simpleIPC_vs2013.vcxproj b/Samples/simpleIPC/simpleIPC_vs2013.vcxproj deleted file mode 100644 index 0c8aed02..00000000 --- a/Samples/simpleIPC/simpleIPC_vs2013.vcxproj +++ /dev/null @@ -1,108 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleIPC_vs2013 - simpleIPC - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleIPC.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - diff --git a/Samples/simpleIPC/simpleIPC_vs2015.vcxproj b/Samples/simpleIPC/simpleIPC_vs2015.vcxproj index 655ea1e0..e0e42c80 100644 --- a/Samples/simpleIPC/simpleIPC_vs2015.vcxproj +++ b/Samples/simpleIPC/simpleIPC_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleIPC.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleIPC/simpleIPC_vs2017.vcxproj b/Samples/simpleIPC/simpleIPC_vs2017.vcxproj index 21fcf4b0..da52a797 100644 --- a/Samples/simpleIPC/simpleIPC_vs2017.vcxproj +++ b/Samples/simpleIPC/simpleIPC_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleIPC.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -108,6 +108,6 @@ - + diff --git a/Samples/simpleIPC/simpleIPC_vs2019.vcxproj b/Samples/simpleIPC/simpleIPC_vs2019.vcxproj index 62066054..f48fb7bf 100644 --- a/Samples/simpleIPC/simpleIPC_vs2019.vcxproj +++ b/Samples/simpleIPC/simpleIPC_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleIPC.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -104,6 +104,6 @@ - + diff --git a/Samples/simpleVoteIntrinsics/Makefile b/Samples/simpleVoteIntrinsics/Makefile index c38ad0ca..adf4d69c 100644 --- a/Samples/simpleVoteIntrinsics/Makefile +++ b/Samples/simpleVoteIntrinsics/Makefile @@ -268,9 +268,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleVoteIntrinsics/NsightEclipse.xml b/Samples/simpleVoteIntrinsics/NsightEclipse.xml index 3c5f4a00..afb1c8f4 100644 --- a/Samples/simpleVoteIntrinsics/NsightEclipse.xml +++ b/Samples/simpleVoteIntrinsics/NsightEclipse.xml @@ -42,6 +42,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/simpleVoteIntrinsics/README.md b/Samples/simpleVoteIntrinsics/README.md index 7fd65b51..da9a237a 100644 --- a/Samples/simpleVoteIntrinsics/README.md +++ b/Samples/simpleVoteIntrinsics/README.md @@ -10,7 +10,7 @@ Vote Intrinsics ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaMalloc, cudaFree, cudaMemcpy, cudaFreeHost ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2012.sln b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2012.sln deleted file mode 100644 index 18ac0121..00000000 --- a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleVoteIntrinsics", "simpleVoteIntrinsics_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2012.vcxproj b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2012.vcxproj deleted file mode 100644 index aa5825c7..00000000 --- a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleVoteIntrinsics_vs2012 - simpleVoteIntrinsics - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleVoteIntrinsics.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2013.sln b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2013.sln deleted file mode 100644 index 09a21ad5..00000000 --- a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleVoteIntrinsics", "simpleVoteIntrinsics_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2013.vcxproj b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2013.vcxproj deleted file mode 100644 index 0da82ca6..00000000 --- a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleVoteIntrinsics_vs2013 - simpleVoteIntrinsics - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/simpleVoteIntrinsics.exe - - - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2015.vcxproj b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2015.vcxproj index f36fb960..b8231f02 100644 --- a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2015.vcxproj +++ b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleVoteIntrinsics.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2017.vcxproj b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2017.vcxproj index 33c61fc5..8db084d7 100644 --- a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2017.vcxproj +++ b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleVoteIntrinsics.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2019.vcxproj b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2019.vcxproj index a8a2d64a..e1dba472 100644 --- a/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2019.vcxproj +++ b/Samples/simpleVoteIntrinsics/simpleVoteIntrinsics_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleVoteIntrinsics.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/simpleVulkan/Makefile b/Samples/simpleVulkan/Makefile index 390b6eb1..f15f967e 100644 --- a/Samples/simpleVulkan/Makefile +++ b/Samples/simpleVulkan/Makefile @@ -329,9 +329,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleVulkan/NsightEclipse.xml b/Samples/simpleVulkan/NsightEclipse.xml index 8b3c8bd1..112eca69 100644 --- a/Samples/simpleVulkan/NsightEclipse.xml +++ b/Samples/simpleVulkan/NsightEclipse.xml @@ -62,6 +62,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/simpleVulkan/README.md b/Samples/simpleVulkan/README.md index 66e03928..7ef5aef9 100644 --- a/Samples/simpleVulkan/README.md +++ b/Samples/simpleVulkan/README.md @@ -10,7 +10,7 @@ Graphics Interop, CUDA Vulkan Interop, Data Parallel Algorithms ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaImportExternalMemory, cudaExternalMemoryGetMappedBuffer, cudaImportExternalS ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleVulkan/simpleVulkan_vs2013.sln b/Samples/simpleVulkan/simpleVulkan_vs2013.sln deleted file mode 100644 index e5c843d0..00000000 --- a/Samples/simpleVulkan/simpleVulkan_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleVulkan", "simpleVulkan_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/simpleVulkan/simpleVulkan_vs2013.vcxproj b/Samples/simpleVulkan/simpleVulkan_vs2013.vcxproj deleted file mode 100644 index e10455bc..00000000 --- a/Samples/simpleVulkan/simpleVulkan_vs2013.vcxproj +++ /dev/null @@ -1,117 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleVulkan_vs2013 - simpleVulkan - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(VULKAN_SDK)/include; - - - Console - cudart_static.lib;vulkan-1.lib;glfw3dll.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir);../../common/lib/$(PlatformName);$(VULKAN_SDK)/Lib; - $(OutDir)/simpleVulkan.exe - - - compute_30,sm_30;compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - - - - - - - - - diff --git a/Samples/simpleVulkan/simpleVulkan_vs2015.vcxproj b/Samples/simpleVulkan/simpleVulkan_vs2015.vcxproj index 22c50edf..9893d488 100644 --- a/Samples/simpleVulkan/simpleVulkan_vs2015.vcxproj +++ b/Samples/simpleVulkan/simpleVulkan_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleVulkan.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -116,6 +116,6 @@ - + diff --git a/Samples/simpleVulkan/simpleVulkan_vs2017.vcxproj b/Samples/simpleVulkan/simpleVulkan_vs2017.vcxproj index 66c2df91..1a8f03a5 100644 --- a/Samples/simpleVulkan/simpleVulkan_vs2017.vcxproj +++ b/Samples/simpleVulkan/simpleVulkan_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleVulkan.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -121,6 +121,6 @@ - + diff --git a/Samples/simpleVulkan/simpleVulkan_vs2019.vcxproj b/Samples/simpleVulkan/simpleVulkan_vs2019.vcxproj index 2730af2e..00003b28 100644 --- a/Samples/simpleVulkan/simpleVulkan_vs2019.vcxproj +++ b/Samples/simpleVulkan/simpleVulkan_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleVulkan.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -117,6 +117,6 @@ - + diff --git a/Samples/simpleVulkanMMAP/Makefile b/Samples/simpleVulkanMMAP/Makefile index 92651d14..91079062 100644 --- a/Samples/simpleVulkanMMAP/Makefile +++ b/Samples/simpleVulkanMMAP/Makefile @@ -331,9 +331,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/simpleVulkanMMAP/NsightEclipse.xml b/Samples/simpleVulkanMMAP/NsightEclipse.xml index 6fa08e36..525ae261 100644 --- a/Samples/simpleVulkanMMAP/NsightEclipse.xml +++ b/Samples/simpleVulkanMMAP/NsightEclipse.xml @@ -78,6 +78,7 @@ sm72 sm75 sm80 + sm86 ../../Common/helper_multiprocess.cpp ../../Common/helper_multiprocess.h diff --git a/Samples/simpleVulkanMMAP/README.md b/Samples/simpleVulkanMMAP/README.md index 1406bb14..304c0a21 100644 --- a/Samples/simpleVulkanMMAP/README.md +++ b/Samples/simpleVulkanMMAP/README.md @@ -10,7 +10,7 @@ cuMemMap IPC, MMAP, Graphics Interop, CUDA Vulkan Interop, Data Parallel Algorit ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -33,7 +33,7 @@ cudaGetDeviceProperties, cudaImportExternalMemory, cudaExternalMemoryGetMappedBu ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/simpleVulkanMMAP/VulkanBaseApp.cpp b/Samples/simpleVulkanMMAP/VulkanBaseApp.cpp index 91fc83a9..dc665bdc 100644 --- a/Samples/simpleVulkanMMAP/VulkanBaseApp.cpp +++ b/Samples/simpleVulkanMMAP/VulkanBaseApp.cpp @@ -568,7 +568,8 @@ void VulkanBaseApp::createDevice() std::vector::iterator it = std::find_if(phyDevs.begin(), phyDevs.end(), std::bind(&VulkanBaseApp::isSuitableDevice, this, std::placeholders::_1)); if (it == phyDevs.end()) { - throw std::runtime_error("No suitable device found!"); + printf("\nNo suitable device found! Waiving Execution\n"); + exit(EXIT_WAIVED); } m_physicalDevice = *it; } diff --git a/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2015.vcxproj b/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2015.vcxproj index 99982866..91c2c3eb 100644 --- a/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2015.vcxproj +++ b/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/simpleVulkanMMAP.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -118,6 +118,6 @@ - + diff --git a/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2017.vcxproj b/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2017.vcxproj index ace71004..a1619619 100644 --- a/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2017.vcxproj +++ b/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/simpleVulkanMMAP.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -123,6 +123,6 @@ - + diff --git a/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2019.vcxproj b/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2019.vcxproj index e57a781b..daf7450a 100644 --- a/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2019.vcxproj +++ b/Samples/simpleVulkanMMAP/simpleVulkanMMAP_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/simpleVulkanMMAP.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -119,6 +119,6 @@ - + diff --git a/Samples/simpleZeroCopy/Makefile b/Samples/simpleZeroCopy/Makefile new file mode 100644 index 00000000..06548a1d --- /dev/null +++ b/Samples/simpleZeroCopy/Makefile @@ -0,0 +1,325 @@ +################################################################################ +# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions +# are met: +# * Redistributions of source code must retain the above copyright +# notice, this list of conditions and the following disclaimer. +# * Redistributions in binary form must reproduce the above copyright +# notice, this list of conditions and the following disclaimer in the +# documentation and/or other materials provided with the distribution. +# * Neither the name of NVIDIA CORPORATION nor the names of its +# contributors may be used to endorse or promote products derived +# from this software without specific prior written permission. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY +# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR +# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, +# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY +# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +################################################################################ +# +# Makefile project only supported on Mac OS X and Linux Platforms) +# +################################################################################ + +# Location of the CUDA Toolkit +CUDA_PATH ?= /usr/local/cuda + +############################## +# start deprecated interface # +############################## +ifeq ($(x86_64),1) + $(info WARNING - x86_64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=x86_64 instead) + TARGET_ARCH ?= x86_64 +endif +ifeq ($(ARMv7),1) + $(info WARNING - ARMv7 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=armv7l instead) + TARGET_ARCH ?= armv7l +endif +ifeq ($(aarch64),1) + $(info WARNING - aarch64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=aarch64 instead) + TARGET_ARCH ?= aarch64 +endif +ifeq ($(ppc64le),1) + $(info WARNING - ppc64le variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=ppc64le instead) + TARGET_ARCH ?= ppc64le +endif +ifneq ($(GCC),) + $(info WARNING - GCC variable has been deprecated) + $(info WARNING - please use HOST_COMPILER=$(GCC) instead) + HOST_COMPILER ?= $(GCC) +endif +ifneq ($(abi),) + $(error ERROR - abi variable has been removed) +endif +############################ +# end deprecated interface # +############################ + +# architecture +HOST_ARCH := $(shell uname -m) +TARGET_ARCH ?= $(HOST_ARCH) +ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le armv7l)) + ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le)) + TARGET_SIZE := 64 + else ifneq (,$(filter $(TARGET_ARCH),armv7l)) + TARGET_SIZE := 32 + endif + else + TARGET_SIZE := $(shell getconf LONG_BIT) + endif +else + $(error ERROR - unsupported value $(TARGET_ARCH) for TARGET_ARCH!) +endif + +# sbsa and aarch64 systems look similar. Need to differentiate them at host level for now. +ifeq ($(HOST_ARCH),aarch64) + ifeq ($(CUDA_PATH)/targets/sbsa-linux,$(shell ls -1d $(CUDA_PATH)/targets/sbsa-linux)) + HOST_ARCH := sbsa + TARGET_ARCH := sbsa + endif +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq (,$(filter $(HOST_ARCH)-$(TARGET_ARCH),aarch64-armv7l x86_64-armv7l x86_64-aarch64 x86_64-sbsa x86_64-ppc64le)) + $(error ERROR - cross compiling from $(HOST_ARCH) to $(TARGET_ARCH) is not supported!) + endif +endif + +# When on native aarch64 system with userspace of 32-bit, change TARGET_ARCH to armv7l +ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_SIZE),aarch64-aarch64-32) + TARGET_ARCH = armv7l +endif + +# operating system +HOST_OS := $(shell uname -s 2>/dev/null | tr "[:upper:]" "[:lower:]") +TARGET_OS ?= $(HOST_OS) +ifeq (,$(filter $(TARGET_OS),linux darwin qnx android)) + $(error ERROR - unsupported value $(TARGET_OS) for TARGET_OS!) +endif + +# host compiler +ifeq ($(TARGET_OS),darwin) + ifeq ($(shell expr `xcodebuild -version | grep -i xcode | awk '{print $$2}' | cut -d'.' -f1` \>= 5),1) + HOST_COMPILER ?= clang++ + endif +else ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(HOST_ARCH)-$(TARGET_ARCH),x86_64-armv7l) + ifeq ($(TARGET_OS),linux) + HOST_COMPILER ?= arm-linux-gnueabihf-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/arm-unknown-nto-qnx6.6.0eabi-g++ + else ifeq ($(TARGET_OS),android) + HOST_COMPILER ?= arm-linux-androideabi-g++ + endif + else ifeq ($(TARGET_ARCH),aarch64) + ifeq ($(TARGET_OS), linux) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/aarch64-unknown-nto-qnx7.0.0-g++ + else ifeq ($(TARGET_OS), android) + HOST_COMPILER ?= aarch64-linux-android-clang++ + endif + else ifeq ($(TARGET_ARCH),sbsa) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_ARCH),ppc64le) + HOST_COMPILER ?= powerpc64le-linux-gnu-g++ + endif +endif +HOST_COMPILER ?= g++ +NVCC := $(CUDA_PATH)/bin/nvcc -ccbin $(HOST_COMPILER) + +# internal flags +NVCCFLAGS := -m${TARGET_SIZE} +CCFLAGS := +LDFLAGS := + +# build flags +ifeq ($(TARGET_OS),darwin) + LDFLAGS += -rpath $(CUDA_PATH)/lib + CCFLAGS += -arch $(HOST_ARCH) +else ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_OS),x86_64-armv7l-linux) + LDFLAGS += --dynamic-linker=/lib/ld-linux-armhf.so.3 + CCFLAGS += -mfloat-abi=hard +else ifeq ($(TARGET_OS),android) + LDFLAGS += -pie + CCFLAGS += -fpie -fpic -fexceptions +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/arm-linux-gnueabihf + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib -L$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/lib/aarch64-linux-gnu -L$(TARGET_FS)/lib/aarch64-linux-gnu + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib -L$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/aarch64-linux-gnu -L$(TARGET_FS)/usr/lib/aarch64-linux-gnu + LDFLAGS += --unresolved-symbols=ignore-in-shared-libs + CCFLAGS += -isystem=$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include + CCFLAGS += -isystem=$(TARGET_FS)/usr/include/aarch64-linux-gnu -I$(TARGET_FS)/usr/include/aarch64-linux-gnu + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CCFLAGS += -DWIN_INTERFACE_CUSTOM -I/usr/include/aarch64-qnx-gnu + LDFLAGS += -lsocket + LDFLAGS += -rpath=/usr/lib/aarch64-qnx-gnu -L/usr/lib/aarch64-qnx-gnu + ifneq ($(TARGET_FS),) + LDFLAGS += -rpath=$(TARGET_FS)/usr/lib -L $(TARGET_FS)/usr/lib + LDFLAGS += -rpath=$(TARGET_FS)/usr/libnvidia -L $(TARGET_FS)/usr/libnvidia + endif + ifdef TARGET_OVERRIDE # cuda toolkit targets override + NVCCFLAGS += -target-dir $(TARGET_OVERRIDE) + endif + endif +endif + +# Install directory of different arch +CUDA_INSTALL_TARGET_DIR := +ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-gnueabihf/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),sbsa-linux) + CUDA_INSTALL_TARGET_DIR = targets/sbsa-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-android) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-android) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-qnx) + CUDA_INSTALL_TARGET_DIR = targets/ARMv7-linux-QNX/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-qnx/ +else ifeq ($(TARGET_ARCH),ppc64le) + CUDA_INSTALL_TARGET_DIR = targets/ppc64le-linux/ +endif + +# Debug build flags +ifeq ($(dbg),1) + NVCCFLAGS += -g -G + BUILD_TYPE := debug +else + BUILD_TYPE := release +endif + +ALL_CCFLAGS := +ALL_CCFLAGS += $(NVCCFLAGS) +ALL_CCFLAGS += $(EXTRA_NVCCFLAGS) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(CCFLAGS)) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(EXTRA_CCFLAGS)) + +SAMPLE_ENABLED := 1 + +ALL_LDFLAGS := +ALL_LDFLAGS += $(ALL_CCFLAGS) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(LDFLAGS)) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(EXTRA_LDFLAGS)) + +# Common includes and paths for CUDA +INCLUDES := -I../../Common +LIBRARIES := + +################################################################################ + +# Gencode arguments +ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 +else +SMS ?= 35 37 50 52 60 61 70 75 80 86 +endif + +ifeq ($(SMS),) +$(info >>> WARNING - no SM architectures have been specified - waiving sample <<<) +SAMPLE_ENABLED := 0 +endif + +ifeq ($(GENCODE_FLAGS),) +# Generate SASS code for each SM architecture listed in $(SMS) +$(foreach sm,$(SMS),$(eval GENCODE_FLAGS += -gencode arch=compute_$(sm),code=sm_$(sm))) + +# Generate PTX code from the highest SM architecture in $(SMS) to guarantee forward-compatibility +HIGHEST_SM := $(lastword $(sort $(SMS))) +ifneq ($(HIGHEST_SM),) +GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM) +endif +endif + +ifeq ($(SAMPLE_ENABLED),0) +EXEC ?= @echo "[@]" +endif + +################################################################################ + +# Target rules +all: build + +build: simpleZeroCopy + +check.deps: +ifeq ($(SAMPLE_ENABLED),0) + @echo "Sample will be waived due to the above missing dependencies" +else + @echo "Sample is ready - all dependencies have been met" +endif + +simpleZeroCopy.o:simpleZeroCopy.cu + $(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $< + +simpleZeroCopy: simpleZeroCopy.o + $(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES) + $(EXEC) mkdir -p ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + $(EXEC) cp $@ ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + +run: build + $(EXEC) ./simpleZeroCopy + +clean: + rm -f simpleZeroCopy simpleZeroCopy.o + rm -rf ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/simpleZeroCopy + +clobber: clean diff --git a/Samples/simpleZeroCopy/NsightEclipse.xml b/Samples/simpleZeroCopy/NsightEclipse.xml new file mode 100644 index 00000000..ed0544b6 --- /dev/null +++ b/Samples/simpleZeroCopy/NsightEclipse.xml @@ -0,0 +1,76 @@ + + + + simpleZeroCopy + + cudaEventCreate + cudaEventRecord + cudaEventQuery + cudaEventDestroy + cudaEventElapsedTime + cudaHostAlloc + cudaHostGetDevicePointer + cudaHostRegister + cudaHostUnregister + cudaFreeHost + + + whole + + ./ + ../ + ../../common/inc + + + Performance Strategies + Pinned System Paged Memory + Vector Addition + + + + + + + + true + simpleZeroCopy.cu + + 1:CUDA Basic Topics + 1:Performance Strategies + + sm35 + sm37 + sm50 + sm52 + sm60 + sm61 + sm70 + sm72 + sm75 + sm80 + sm86 + + + x86_64 + linux + + + windows7 + + + x86_64 + macosx + + + arm + + + ppc64le + linux + + + + all + + simpleZeroCopy + diff --git a/Samples/simpleZeroCopy/README.md b/Samples/simpleZeroCopy/README.md new file mode 100644 index 00000000..b06a785c --- /dev/null +++ b/Samples/simpleZeroCopy/README.md @@ -0,0 +1,70 @@ +# simpleZeroCopy - simpleZeroCopy + +## Description + +This sample illustrates how to use Zero MemCopy, kernels can read and write directly to pinned system memory. + +## Key Concepts + +Performance Strategies, Pinned System Paged Memory, Vector Addition + +## Supported SM Architectures + +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) + +## Supported OSes + +Linux, Windows + +## Supported CPU Architecture + +x86_64, ppc64le, armv7l + +## CUDA APIs involved + +### [CUDA Runtime API](http://docs.nvidia.com/cuda/cuda-runtime-api/index.html) +cudaEventCreate, cudaEventRecord, cudaEventQuery, cudaEventDestroy, cudaEventElapsedTime, cudaHostAlloc, cudaHostGetDevicePointer, cudaHostRegister, cudaHostUnregister, cudaFreeHost + +## Prerequisites + +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. + +## Build and Run + +### Windows +The Windows samples are built using the Visual Studio IDE. Solution files (.sln) are provided for each supported version of Visual Studio, using the format: +``` +*_vs.sln - for Visual Studio +``` +Each individual sample has its own set of solution files in its directory: + +To build/examine all the samples at once, the complete solution files should be used. To build/examine a single sample, the individual sample solution files should be used. +> **Note:** Some samples require that the Microsoft DirectX SDK (June 2010 or newer) be installed and that the VC++ directory paths are properly set up (**Tools > Options...**). Check DirectX Dependencies section for details." + +### Linux +The Linux samples are built using makefiles. To use the makefiles, change the current directory to the sample directory you wish to build, and run make: +``` +$ cd +$ make +``` +The samples makefiles can take advantage of certain options: +* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, armv7l. + By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.
+`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
`$ make TARGET_ARCH=armv7l`
+ See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details. +* **dbg=1** - build with debug symbols + ``` + $ make dbg=1 + ``` +* **SMS="A B ..."** - override the SM architectures for which the sample will be built, where `"A B ..."` is a space-delimited list of SM architectures. For example, to generate SASS for SM 50 and SM 60, use `SMS="50 60"`. + ``` + $ make SMS="50 60" + ``` + +* **HOST_COMPILER=** - override the default g++ host compiler. See the [Linux Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#system-requirements) for a list of supported host compilers. +``` + $ make HOST_COMPILER=g++ +``` + +## References (for more details) + diff --git a/Samples/simpleZeroCopy/simpleZeroCopy.cu b/Samples/simpleZeroCopy/simpleZeroCopy.cu new file mode 100644 index 00000000..0e0212fa --- /dev/null +++ b/Samples/simpleZeroCopy/simpleZeroCopy.cu @@ -0,0 +1,247 @@ +/* Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions + * are met: + * * Redistributions of source code must retain the above copyright + * notice, this list of conditions and the following disclaimer. + * * Redistributions in binary form must reproduce the above copyright + * notice, this list of conditions and the following disclaimer in the + * documentation and/or other materials provided with the distribution. + * * Neither the name of NVIDIA CORPORATION nor the names of its + * contributors may be used to endorse or promote products derived + * from this software without specific prior written permission. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY + * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE + * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR + * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR + * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + */ + +// System includes +#include +#include + +// CUDA runtime +#include + +// helper functions and utilities to work with CUDA +#include +#include + +#ifndef MAX +#define MAX(a, b) (a > b ? a : b) +#endif + +/* Add two vectors on the GPU */ +__global__ void vectorAddGPU(float *a, float *b, float *c, int N) { + int idx = blockIdx.x * blockDim.x + threadIdx.x; + + if (idx < N) { + c[idx] = a[idx] + b[idx]; + } +} + +// Allocate generic memory with malloc() and pin it laster instead of using +// cudaHostAlloc() +bool bPinGenericMemory = false; + +// Macro to aligned up to the memory size in question +#define MEMORY_ALIGNMENT 4096 +#define ALIGN_UP(x, size) (((size_t)x + (size - 1)) & (~(size - 1))) + +int main(int argc, char **argv) { + int n, nelem, deviceCount; + int idev = 0; // use default device 0 + char *device = NULL; + unsigned int flags; + size_t bytes; + float *a, *b, *c; // Pinned memory allocated on the CPU + float *a_UA, *b_UA, *c_UA; // Non-4K Aligned Pinned memory on the CPU + float *d_a, *d_b, *d_c; // Device pointers for mapped memory + float errorNorm, refNorm, ref, diff; + cudaDeviceProp deviceProp; + + if (checkCmdLineFlag(argc, (const char **)argv, "help")) { + printf("Usage: simpleZeroCopy [OPTION]\n\n"); + printf("Options:\n"); + printf(" --device=[device #] Specify the device to be used\n"); + printf( + " --use_generic_memory (optional) use generic page-aligned for system " + "memory\n"); + return EXIT_SUCCESS; + } + + /* Get the device selected by the user or default to 0, and then set it. */ + if (getCmdLineArgumentString(argc, (const char **)argv, "device", &device)) { + cudaGetDeviceCount(&deviceCount); + idev = atoi(device); + + if (idev >= deviceCount || idev < 0) { + fprintf(stderr, + "Device number %d is invalid, will use default CUDA device 0.\n", + idev); + idev = 0; + } + } + + // if GPU found supports SM 1.2, then continue, otherwise we exit + if (!checkCudaCapabilities(1, 2)) { + exit(EXIT_SUCCESS); + } + + if (checkCmdLineFlag(argc, (const char **)argv, "use_generic_memory")) { +#if defined(__APPLE__) || defined(MACOSX) + bPinGenericMemory = false; // Generic Pinning of System Paged memory is not + // currently supported on Mac OSX +#else + bPinGenericMemory = true; +#endif + } + + if (bPinGenericMemory) { + printf("> Using Generic System Paged Memory (malloc)\n"); + } else { + printf("> Using CUDA Host Allocated (cudaHostAlloc)\n"); + } + + checkCudaErrors(cudaSetDevice(idev)); + + /* Verify the selected device supports mapped memory and set the device + flags for mapping host memory. */ + + checkCudaErrors(cudaGetDeviceProperties(&deviceProp, idev)); + +#if CUDART_VERSION >= 2020 + + if (!deviceProp.canMapHostMemory) { + fprintf(stderr, "Device %d does not support mapping CPU host memory!\n", + idev); + + exit(EXIT_SUCCESS); + } + + checkCudaErrors(cudaSetDeviceFlags(cudaDeviceMapHost)); +#else + fprintf(stderr, + "CUDART version %d.%d does not support " + " field\n", + , CUDART_VERSION / 1000, (CUDART_VERSION % 100) / 10); + + exit(EXIT_SUCCESS); +#endif + +#if CUDART_VERSION < 4000 + + if (bPinGenericMemory) { + fprintf( + stderr, + "CUDART version %d.%d does not support function\n", + CUDART_VERSION / 1000, (CUDART_VERSION % 100) / 10); + + exit(EXIT_SUCCESS); + } + +#endif + + /* Allocate mapped CPU memory. */ + + nelem = 1048576; + bytes = nelem * sizeof(float); + + if (bPinGenericMemory) { +#if CUDART_VERSION >= 4000 + a_UA = (float *)malloc(bytes + MEMORY_ALIGNMENT); + b_UA = (float *)malloc(bytes + MEMORY_ALIGNMENT); + c_UA = (float *)malloc(bytes + MEMORY_ALIGNMENT); + + // We need to ensure memory is aligned to 4K (so we will need to padd memory + // accordingly) + a = (float *)ALIGN_UP(a_UA, MEMORY_ALIGNMENT); + b = (float *)ALIGN_UP(b_UA, MEMORY_ALIGNMENT); + c = (float *)ALIGN_UP(c_UA, MEMORY_ALIGNMENT); + + checkCudaErrors(cudaHostRegister(a, bytes, cudaHostRegisterMapped)); + checkCudaErrors(cudaHostRegister(b, bytes, cudaHostRegisterMapped)); + checkCudaErrors(cudaHostRegister(c, bytes, cudaHostRegisterMapped)); +#endif + } else { +#if CUDART_VERSION >= 2020 + flags = cudaHostAllocMapped; + checkCudaErrors(cudaHostAlloc((void **)&a, bytes, flags)); + checkCudaErrors(cudaHostAlloc((void **)&b, bytes, flags)); + checkCudaErrors(cudaHostAlloc((void **)&c, bytes, flags)); +#endif + } + + /* Initialize the vectors. */ + + for (n = 0; n < nelem; n++) { + a[n] = rand() / (float)RAND_MAX; + b[n] = rand() / (float)RAND_MAX; + } + + /* Get the device pointers for the pinned CPU memory mapped into the GPU + memory space. */ + +#if CUDART_VERSION >= 2020 + checkCudaErrors(cudaHostGetDevicePointer((void **)&d_a, (void *)a, 0)); + checkCudaErrors(cudaHostGetDevicePointer((void **)&d_b, (void *)b, 0)); + checkCudaErrors(cudaHostGetDevicePointer((void **)&d_c, (void *)c, 0)); +#endif + + /* Call the GPU kernel using the CPU pointers residing in CPU mapped memory. + */ + printf("> vectorAddGPU kernel will add vectors using mapped CPU memory...\n"); + dim3 block(256); + dim3 grid((unsigned int)ceil(nelem / (float)block.x)); + vectorAddGPU<<>>(d_a, d_b, d_c, nelem); + checkCudaErrors(cudaDeviceSynchronize()); + getLastCudaError("vectorAddGPU() execution failed"); + + /* Compare the results */ + + printf("> Checking the results from vectorAddGPU() ...\n"); + errorNorm = 0.f; + refNorm = 0.f; + + for (n = 0; n < nelem; n++) { + ref = a[n] + b[n]; + diff = c[n] - ref; + errorNorm += diff * diff; + refNorm += ref * ref; + } + + errorNorm = (float)sqrt((double)errorNorm); + refNorm = (float)sqrt((double)refNorm); + + /* Memory clean up */ + + printf("> Releasing CPU memory...\n"); + + if (bPinGenericMemory) { +#if CUDART_VERSION >= 4000 + checkCudaErrors(cudaHostUnregister(a)); + checkCudaErrors(cudaHostUnregister(b)); + checkCudaErrors(cudaHostUnregister(c)); + free(a_UA); + free(b_UA); + free(c_UA); +#endif + } else { +#if CUDART_VERSION >= 2020 + checkCudaErrors(cudaFreeHost(a)); + checkCudaErrors(cudaFreeHost(b)); + checkCudaErrors(cudaFreeHost(c)); +#endif + } + + exit(errorNorm / refNorm < 1.e-6f ? EXIT_SUCCESS : EXIT_FAILURE); +} diff --git a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2013.sln b/Samples/simpleZeroCopy/simpleZeroCopy_vs2015.sln similarity index 75% rename from Samples/nvJPEG_encoder/nvJPEG_encoder_vs2013.sln rename to Samples/simpleZeroCopy/simpleZeroCopy_vs2015.sln index 54688bb7..0dfecc0d 100644 --- a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2013.sln +++ b/Samples/simpleZeroCopy/simpleZeroCopy_vs2015.sln @@ -1,7 +1,7 @@  -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "nvJPEG_encoder", "nvJPEG_encoder_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +Microsoft Visual Studio Solution File, Format Version 14.00 +# Visual Studio 2015 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleZeroCopy", "simpleZeroCopy_vs2015.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/bandwidthTest/bandwidthTest_vs2012.vcxproj b/Samples/simpleZeroCopy/simpleZeroCopy_vs2015.vcxproj similarity index 90% rename from Samples/bandwidthTest/bandwidthTest_vs2012.vcxproj rename to Samples/simpleZeroCopy/simpleZeroCopy_vs2015.vcxproj index de4691dc..84f15686 100644 --- a/Samples/bandwidthTest/bandwidthTest_vs2012.vcxproj +++ b/Samples/simpleZeroCopy/simpleZeroCopy_vs2015.vcxproj @@ -15,15 +15,15 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - bandwidthTest_vs2012 - bandwidthTest + simpleZeroCopy_vs2015 + simpleZeroCopy Application MultiByte - v110 + v140 true @@ -33,7 +33,7 @@ - + @@ -59,10 +59,10 @@ Console cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/bandwidthTest.exe + $(OutDir)/simpleZeroCopy.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -97,11 +97,11 @@ - + - + diff --git a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2012.sln b/Samples/simpleZeroCopy/simpleZeroCopy_vs2017.sln similarity index 82% rename from Samples/nvJPEG_encoder/nvJPEG_encoder_vs2012.sln rename to Samples/simpleZeroCopy/simpleZeroCopy_vs2017.sln index 9a38a419..6fe54239 100644 --- a/Samples/nvJPEG_encoder/nvJPEG_encoder_vs2012.sln +++ b/Samples/simpleZeroCopy/simpleZeroCopy_vs2017.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "nvJPEG_encoder", "nvJPEG_encoder_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2017 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleZeroCopy", "simpleZeroCopy_vs2017.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2012.vcxproj b/Samples/simpleZeroCopy/simpleZeroCopy_vs2017.vcxproj similarity index 81% rename from Samples/NV12toBGRandResize/NV12toBGRandResize_vs2012.vcxproj rename to Samples/simpleZeroCopy/simpleZeroCopy_vs2017.vcxproj index 54d0612d..36e2458e 100644 --- a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2012.vcxproj +++ b/Samples/simpleZeroCopy/simpleZeroCopy_vs2017.vcxproj @@ -15,15 +15,20 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - NV12toBGRandResize_vs2012 - NV12toBGRandResize + simpleZeroCopy_vs2017 + simpleZeroCopy + + $([Microsoft.Build.Utilities.ToolLocationHelper]::GetLatestSDKTargetPlatformVersion('Windows', '10.0')) + $(LatestTargetPlatformVersion) + $(WindowsTargetPlatformVersion) + Application MultiByte - v110 + v141 true @@ -33,7 +38,7 @@ - + @@ -59,10 +64,10 @@ Console cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/NV12toBGRandResize.exe + $(OutDir)/simpleZeroCopy.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -97,16 +102,11 @@ - - - - - - - + + - + diff --git a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2012.sln b/Samples/simpleZeroCopy/simpleZeroCopy_vs2019.sln similarity index 82% rename from Samples/simpleCUBLASXT/simpleCUBLASXT_vs2012.sln rename to Samples/simpleZeroCopy/simpleZeroCopy_vs2019.sln index 3d53b50e..d16d34a4 100644 --- a/Samples/simpleCUBLASXT/simpleCUBLASXT_vs2012.sln +++ b/Samples/simpleZeroCopy/simpleZeroCopy_vs2019.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleCUBLASXT", "simpleCUBLASXT_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2019 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "simpleZeroCopy", "simpleZeroCopy_vs2019.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/bandwidthTest/bandwidthTest_vs2013.vcxproj b/Samples/simpleZeroCopy/simpleZeroCopy_vs2019.vcxproj similarity index 89% rename from Samples/bandwidthTest/bandwidthTest_vs2013.vcxproj rename to Samples/simpleZeroCopy/simpleZeroCopy_vs2019.vcxproj index 2c07ea07..8643bc4d 100644 --- a/Samples/bandwidthTest/bandwidthTest_vs2013.vcxproj +++ b/Samples/simpleZeroCopy/simpleZeroCopy_vs2019.vcxproj @@ -15,15 +15,16 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - bandwidthTest_vs2013 - bandwidthTest + simpleZeroCopy_vs2019 + simpleZeroCopy Application MultiByte - v120 + v142 + 10.0 true @@ -33,7 +34,7 @@ - + @@ -59,10 +60,10 @@ Console cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/bandwidthTest.exe + $(OutDir)/simpleZeroCopy.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -97,11 +98,11 @@ - + - + diff --git a/Samples/systemWideAtomics/Makefile b/Samples/systemWideAtomics/Makefile index f80c167c..d7733fa5 100644 --- a/Samples/systemWideAtomics/Makefile +++ b/Samples/systemWideAtomics/Makefile @@ -292,9 +292,9 @@ LIBRARIES := # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 60 61 70 72 75 80 +SMS ?= 60 61 70 72 75 80 86 else -SMS ?= 60 61 70 75 80 +SMS ?= 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/systemWideAtomics/NsightEclipse.xml b/Samples/systemWideAtomics/NsightEclipse.xml index 4bc50b92..52b49fe3 100644 --- a/Samples/systemWideAtomics/NsightEclipse.xml +++ b/Samples/systemWideAtomics/NsightEclipse.xml @@ -42,6 +42,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/systemWideAtomics/README.md b/Samples/systemWideAtomics/README.md index 3b008e59..2313826e 100644 --- a/Samples/systemWideAtomics/README.md +++ b/Samples/systemWideAtomics/README.md @@ -10,7 +10,7 @@ Atomic Intrinsics, Unified Memory ## Supported SM Architectures -[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaMalloc, cudaFree, cudaMemcpy, cudaFreeHost ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/tf32TensorCoreGemm/Makefile b/Samples/tf32TensorCoreGemm/Makefile index 9bfa32d2..7ebfa8ae 100644 --- a/Samples/tf32TensorCoreGemm/Makefile +++ b/Samples/tf32TensorCoreGemm/Makefile @@ -306,7 +306,7 @@ ifeq ($(TARGET_OS),linux) endif # Gencode arguments -SMS ?= 80 +SMS ?= 80 86 ifeq ($(SMS),) $(info >>> WARNING - no SM architectures have been specified - waiving sample <<<) diff --git a/Samples/tf32TensorCoreGemm/NsightEclipse.xml b/Samples/tf32TensorCoreGemm/NsightEclipse.xml index 14258688..a26babf6 100644 --- a/Samples/tf32TensorCoreGemm/NsightEclipse.xml +++ b/Samples/tf32TensorCoreGemm/NsightEclipse.xml @@ -43,6 +43,7 @@ 1:CUDA Basic Topics sm80 + sm86 x86_64 diff --git a/Samples/tf32TensorCoreGemm/README.md b/Samples/tf32TensorCoreGemm/README.md index 62b61f7f..fd9acb07 100644 --- a/Samples/tf32TensorCoreGemm/README.md +++ b/Samples/tf32TensorCoreGemm/README.md @@ -10,7 +10,7 @@ Matrix Multiply, WMMA, Tensor Cores ## Supported SM Architectures -[SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cudaMalloc, cudaDeviceSynchronize, cudaFuncSetAttribute, cudaEventCreate, cudaEv ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2015.vcxproj b/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2015.vcxproj index c34d2299..61875160 100644 --- a/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2015.vcxproj +++ b/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/tf32TensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2017.vcxproj b/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2017.vcxproj index 5029aa37..b3137249 100644 --- a/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2017.vcxproj +++ b/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/tf32TensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2019.vcxproj b/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2019.vcxproj index 937aee97..f14197e3 100644 --- a/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2019.vcxproj +++ b/Samples/tf32TensorCoreGemm/tf32TensorCoreGemm_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/tf32TensorCoreGemm.exe - compute_80,sm_80; + compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/vectorAddMMAP/README.md b/Samples/vectorAddMMAP/README.md index 82c26f17..26424ab9 100644 --- a/Samples/vectorAddMMAP/README.md +++ b/Samples/vectorAddMMAP/README.md @@ -10,7 +10,7 @@ CUDA Driver API, Vector Addition, MMAP ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -27,7 +27,7 @@ cuModuleLoad, cuModuleLoadDataEx, cuModuleGetFunction, cuMemAlloc, cuMemFree, cu ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/vectorAddMMAP/vectorAddMMAP_vs2012.sln b/Samples/vectorAddMMAP/vectorAddMMAP_vs2012.sln deleted file mode 100644 index c6e0d35f..00000000 --- a/Samples/vectorAddMMAP/vectorAddMMAP_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "vectorAddMMAP", "vectorAddMMAP_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/vectorAddMMAP/vectorAddMMAP_vs2012.vcxproj b/Samples/vectorAddMMAP/vectorAddMMAP_vs2012.vcxproj deleted file mode 100644 index b3d6fbf5..00000000 --- a/Samples/vectorAddMMAP/vectorAddMMAP_vs2012.vcxproj +++ /dev/null @@ -1,112 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - vectorAddMMAP_vs2012 - vectorAddMMAP - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/vectorAddMMAP.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - data/%(Filename)64.ptx - ptx - - - - - - - - diff --git a/Samples/vectorAddMMAP/vectorAddMMAP_vs2013.sln b/Samples/vectorAddMMAP/vectorAddMMAP_vs2013.sln deleted file mode 100644 index eb847271..00000000 --- a/Samples/vectorAddMMAP/vectorAddMMAP_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "vectorAddMMAP", "vectorAddMMAP_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/vectorAddMMAP/vectorAddMMAP_vs2013.vcxproj b/Samples/vectorAddMMAP/vectorAddMMAP_vs2013.vcxproj deleted file mode 100644 index 8e120f88..00000000 --- a/Samples/vectorAddMMAP/vectorAddMMAP_vs2013.vcxproj +++ /dev/null @@ -1,112 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - vectorAddMMAP_vs2013 - vectorAddMMAP - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cuda.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/vectorAddMMAP.exe - - - compute_35,compute_35; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - data/%(Filename)64.ptx - ptx - - - - - - - - diff --git a/Samples/vectorAddMMAP/vectorAddMMAP_vs2015.vcxproj b/Samples/vectorAddMMAP/vectorAddMMAP_vs2015.vcxproj index 1d988b29..c71cc6e1 100644 --- a/Samples/vectorAddMMAP/vectorAddMMAP_vs2015.vcxproj +++ b/Samples/vectorAddMMAP/vectorAddMMAP_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/vectorAddMMAP/vectorAddMMAP_vs2017.vcxproj b/Samples/vectorAddMMAP/vectorAddMMAP_vs2017.vcxproj index f97cfe1a..8ac502a7 100644 --- a/Samples/vectorAddMMAP/vectorAddMMAP_vs2017.vcxproj +++ b/Samples/vectorAddMMAP/vectorAddMMAP_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -112,6 +112,6 @@ - + diff --git a/Samples/vectorAddMMAP/vectorAddMMAP_vs2019.vcxproj b/Samples/vectorAddMMAP/vectorAddMMAP_vs2019.vcxproj index 86cc2b3d..03112056 100644 --- a/Samples/vectorAddMMAP/vectorAddMMAP_vs2019.vcxproj +++ b/Samples/vectorAddMMAP/vectorAddMMAP_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -108,6 +108,6 @@ - + diff --git a/Samples/vectorAdd_nvrtc/README.md b/Samples/vectorAdd_nvrtc/README.md index c552178a..f05de494 100644 --- a/Samples/vectorAdd_nvrtc/README.md +++ b/Samples/vectorAdd_nvrtc/README.md @@ -10,7 +10,7 @@ CUDA Driver API, Vector Addition, Runtime Compilation ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cuMemAlloc, cuMemFree, cuMemcpyHtoD, cuMemcpyDtoH ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/vectorAdd_nvrtc/vectorAdd.cpp b/Samples/vectorAdd_nvrtc/vectorAdd.cpp index 40c5721c..275fdd34 100644 --- a/Samples/vectorAdd_nvrtc/vectorAdd.cpp +++ b/Samples/vectorAdd_nvrtc/vectorAdd.cpp @@ -49,11 +49,11 @@ * Host main routine */ int main(int argc, char **argv) { - char *ptx, *kernel_file; - size_t ptxSize; + char *cubin, *kernel_file; + size_t cubinSize; kernel_file = sdkFindFilePath("vectorAdd_kernel.cu", argv[0]); - compileFileToPTX(kernel_file, argc, argv, &ptx, &ptxSize, 0); - CUmodule module = loadPTX(ptx, argc, argv); + compileFileToCUBIN(kernel_file, argc, argv, &cubin, &cubinSize, 0); + CUmodule module = loadCUBIN(cubin, argc, argv); CUfunction kernel_addr; checkCudaErrors(cuModuleGetFunction(&kernel_addr, module, "vectorAdd")); diff --git a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2012.sln b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2012.sln deleted file mode 100644 index b3bf2b60..00000000 --- a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "vectorAdd_nvrtc", "vectorAdd_nvrtc_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2012.vcxproj b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2012.vcxproj deleted file mode 100644 index 04d8211b..00000000 --- a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - vectorAdd_nvrtc_vs2012 - vectorAdd_nvrtc - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir);$(CUDA_PATH)/include; - - - Console - cuda.lib;nvrtc.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/vectorAdd_nvrtc.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2013.sln b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2013.sln deleted file mode 100644 index 3647a494..00000000 --- a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "vectorAdd_nvrtc", "vectorAdd_nvrtc_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2013.vcxproj b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2013.vcxproj deleted file mode 100644 index 6de82672..00000000 --- a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - vectorAdd_nvrtc_vs2013 - vectorAdd_nvrtc - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir);$(CUDA_PATH)/include; - - - Console - cuda.lib;nvrtc.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/vectorAdd_nvrtc.exe - - - - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2015.vcxproj b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2015.vcxproj index 226e74c2..5d0b773f 100644 --- a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2015.vcxproj +++ b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -102,6 +102,6 @@ - + diff --git a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2017.vcxproj b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2017.vcxproj index 54935d94..eea8fa82 100644 --- a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2017.vcxproj +++ b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -107,6 +107,6 @@ - + diff --git a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2019.vcxproj b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2019.vcxproj index 27b4d659..981e938c 100644 --- a/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2019.vcxproj +++ b/Samples/vectorAdd_nvrtc/vectorAdd_nvrtc_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -103,6 +103,6 @@ - + diff --git a/Samples/vulkanImageCUDA/Build_instructions.txt b/Samples/vulkanImageCUDA/Build_instructions.txt index 7e4e5a2f..9b3ada8d 100644 --- a/Samples/vulkanImageCUDA/Build_instructions.txt +++ b/Samples/vulkanImageCUDA/Build_instructions.txt @@ -1,12 +1,12 @@ For Windows: Follow these steps once you have installed Vulkan SDK for Windows from https://www.lunarg.com/vulkan-sdk/ -- Install GLFW3 library at suitable location --- Open the simpleVulkan VS project file. +-- Open the vulkanImageCUDA VS project file. To add the GLFW3 library path --- Right click on Project name "simpleVulkan" click on "Properties" +-- Right click on Project name "vulkanImageCUDA" click on "Properties" -- In Property pages window go to Linker -> General. Here in "Additional Libraries Directories" edit and add path to glfw3dll.lib To add the GLFW3 headers path --- Right click on Project name "simpleVulkan" click on "Properties" +-- Right click on Project name "vulkanImageCUDA" click on "Properties" -- In Property pages window go to "VC++ Directories" section. Here in "Include Directories" edit and add path to GLFW3 headers include directory location. ** Make sure to add path to glfw3.dll in your PATH environment variable** diff --git a/Samples/vulkanImageCUDA/Makefile b/Samples/vulkanImageCUDA/Makefile index c229af9a..88d98476 100644 --- a/Samples/vulkanImageCUDA/Makefile +++ b/Samples/vulkanImageCUDA/Makefile @@ -329,9 +329,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/vulkanImageCUDA/NsightEclipse.xml b/Samples/vulkanImageCUDA/NsightEclipse.xml index 74d9e421..2ee64488 100644 --- a/Samples/vulkanImageCUDA/NsightEclipse.xml +++ b/Samples/vulkanImageCUDA/NsightEclipse.xml @@ -57,6 +57,7 @@ sm72 sm75 sm80 + sm86 x86_64 diff --git a/Samples/vulkanImageCUDA/README.md b/Samples/vulkanImageCUDA/README.md index 75d2bc0c..fc4e88c1 100644 --- a/Samples/vulkanImageCUDA/README.md +++ b/Samples/vulkanImageCUDA/README.md @@ -10,7 +10,7 @@ Graphics Interop, CUDA Vulkan Interop, Data Parallel Algorithms ## Supported SM Architectures -[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) ## Supported OSes @@ -30,7 +30,7 @@ cudaImportExternalMemory, cudaExternalMemoryGetMappedMipmappedArray, cudaImportE ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. Make sure the dependencies mentioned in [Dependencies]() section above are installed. ## Build and Run diff --git a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2013.sln b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2013.sln deleted file mode 100644 index 2438e3d2..00000000 --- a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "vulkanImageCUDA", "vulkanImageCUDA_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2013.vcxproj b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2013.vcxproj deleted file mode 100644 index 1b8110b9..00000000 --- a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2013.vcxproj +++ /dev/null @@ -1,117 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - vulkanImageCUDA_vs2013 - vulkanImageCUDA - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(VULKAN_SDK)/include; - - - Console - cudart_static.lib;vulkan-1.lib;glfw3dll.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir);../../common/lib/$(PlatformName);$(VULKAN_SDK)/Lib; - $(OutDir)/vulkanImageCUDA.exe - - - compute_30,sm_30;compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - - - - - - - - - - - diff --git a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2015.vcxproj b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2015.vcxproj index bace6519..0da9169f 100644 --- a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2015.vcxproj +++ b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/vulkanImageCUDA.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -112,6 +112,6 @@ - + diff --git a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2017.vcxproj b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2017.vcxproj index 43834690..7eee7ae7 100644 --- a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2017.vcxproj +++ b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/vulkanImageCUDA.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -117,6 +117,6 @@ - + diff --git a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2019.vcxproj b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2019.vcxproj index 875a4b92..4c39e79e 100644 --- a/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2019.vcxproj +++ b/Samples/vulkanImageCUDA/vulkanImageCUDA_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/vulkanImageCUDA.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -113,6 +113,6 @@ - + diff --git a/Samples/warpAggregatedAtomicsCG/Makefile b/Samples/warpAggregatedAtomicsCG/Makefile index 71942c7e..b50f6af9 100644 --- a/Samples/warpAggregatedAtomicsCG/Makefile +++ b/Samples/warpAggregatedAtomicsCG/Makefile @@ -295,9 +295,9 @@ endif # Gencode arguments ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64)) -SMS ?= 35 37 50 52 60 61 70 72 75 80 +SMS ?= 35 37 50 52 60 61 70 72 75 80 86 else -SMS ?= 35 37 50 52 60 61 70 75 80 +SMS ?= 35 37 50 52 60 61 70 75 80 86 endif ifeq ($(SMS),) diff --git a/Samples/warpAggregatedAtomicsCG/README.md b/Samples/warpAggregatedAtomicsCG/README.md index 5030b8f7..a3d3558a 100644 --- a/Samples/warpAggregatedAtomicsCG/README.md +++ b/Samples/warpAggregatedAtomicsCG/README.md @@ -22,7 +22,7 @@ x86_64, ppc64le, armv7l, aarch64 ## Prerequisites -Download and install the [CUDA Toolkit 11.0](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. ## Build and Run diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG.cu b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG.cu index 429c755b..674137c3 100644 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG.cu +++ b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG.cu @@ -33,6 +33,7 @@ #include #include +#include namespace cg = cooperative_groups; @@ -152,6 +153,107 @@ int mapIndicesToBuckets(int *h_srcArr, int *d_srcArr, int numOfBuckets) return EXIT_SUCCESS; } +// Warp-aggregated atomic Max in multi bucket +#if __CUDA_ARCH__ >= 700 +__device__ void atomicAggMaxMulti(const int bucket, int *counter, const int valueForMax) +{ + cg::coalesced_group active = cg::coalesced_threads(); + // group all threads with same bucket value. + auto labeledGroup = cg::labeled_partition(active, bucket); + + const int maxValueInGroup = cg::reduce(labeledGroup, valueForMax, cg::greater()); + + if (labeledGroup.thread_rank() == 0) + { + atomicMax(&counter[bucket], maxValueInGroup); + } +} +#endif + +// Performs max calculation in each buckets. +__global__ void calculateMaxInEachBuckets(const int *srcArr, const int *valueInBuckets, int *bucketsMax, const int srcSize, const int numOfBuckets) +{ +#if __CUDA_ARCH__ >= 700 + cg::grid_group grid = cg::this_grid(); + + for (int i=grid.thread_rank(); i < srcSize; i += grid.size()) + { + const int bucket = srcArr[i]; + if (bucket < numOfBuckets) + { + atomicAggMaxMulti(bucket, bucketsMax, valueInBuckets[i]); + } + } +#endif +} + +int calculateMaxInBuckets(int *h_srcArr, int *d_srcArr, int numOfBuckets) +{ + int *d_valueInBuckets, *d_bucketsMax; + int *h_valueInBuckets = new int[NUM_ELEMS]; + int *cpuBucketsMax = new int[numOfBuckets]; + int *h_bucketsMax = new int[numOfBuckets]; + + memset(cpuBucketsMax, 0, sizeof(int) * numOfBuckets); + + // Here we create values which is assumed to correspond to each + // buckets of srcArr at same array index. + for (int i=0; i < NUM_ELEMS; i++) + { + h_valueInBuckets[i] = rand(); + } + + checkCudaErrors(cudaMalloc(&d_valueInBuckets, sizeof(int) * NUM_ELEMS)); + checkCudaErrors(cudaMalloc(&d_bucketsMax, sizeof(int) * numOfBuckets)); + + checkCudaErrors(cudaMemset(d_bucketsMax, 0, sizeof(int) * numOfBuckets)); + checkCudaErrors(cudaMemcpy(d_valueInBuckets, h_valueInBuckets, sizeof(int) * NUM_ELEMS, cudaMemcpyHostToDevice)); + + dim3 dimBlock(NUM_THREADS_PER_BLOCK, 1, 1); + dim3 dimGrid((NUM_ELEMS / NUM_THREADS_PER_BLOCK), 1, 1); + + calculateMaxInEachBuckets<<>>(d_srcArr, d_valueInBuckets, d_bucketsMax, NUM_ELEMS, numOfBuckets); + + checkCudaErrors(cudaMemcpy(h_bucketsMax, d_bucketsMax, sizeof(int) * numOfBuckets, cudaMemcpyDeviceToHost)); + + for (int i = 0; i < NUM_ELEMS; i++) + { + if (cpuBucketsMax[h_srcArr[i]] < h_valueInBuckets[i]) + { + cpuBucketsMax[h_srcArr[i]] = h_valueInBuckets[i]; + } + } + + bool allMatch = true; + int finalElems = 0; + for (int i=0; i < numOfBuckets; i++) + { + if (cpuBucketsMax[i] != h_bucketsMax[i]) + { + allMatch = false; + printf("CPU i=%d max = %d mismatches GPU max = %d\n", i, cpuBucketsMax[i], h_bucketsMax[i]); + break; + } + } + if (allMatch) + { + printf("CPU max matches GPU max\n"); + } + + delete[] h_valueInBuckets; + delete[] cpuBucketsMax; + delete[] h_bucketsMax; + checkCudaErrors(cudaFree(d_valueInBuckets)); + checkCudaErrors(cudaFree(d_bucketsMax)); + + if (!allMatch && finalElems != NUM_ELEMS) + { + return EXIT_FAILURE; + } + + return EXIT_SUCCESS; +} + int main(int argc, char **argv) { int *data_to_filter, *filtered_data, nres = 0; int *d_data_to_filter, *d_filtered_data, *d_nres; @@ -204,14 +306,17 @@ int main(int argc, char **argv) { checkCudaErrors(cudaDeviceGetAttribute(&major, cudaDevAttrComputeCapabilityMajor, devId)); int mapIndicesToBucketsStatus = EXIT_SUCCESS; - // atomicAggIncMulti require a GPU of Volta (SM7X) architecture or higher, + int calculateMaxInBucketsStatus = EXIT_SUCCESS; + // atomicAggIncMulti & atomicAggMaxMulti require a GPU of Volta (SM7X) architecture or higher, // so that it can take advantage of the new MATCH capability of Volta hardware if (major >= 7) { mapIndicesToBucketsStatus = mapIndicesToBuckets(data_to_filter, d_data_to_filter, numOfBuckets); + calculateMaxInBucketsStatus = calculateMaxInBuckets(data_to_filter, d_data_to_filter, numOfBuckets); } printf("\nWarp Aggregated Atomics %s \n", - (host_flt_count == nres) && (mapIndicesToBucketsStatus == EXIT_SUCCESS) ? "PASSED" : "FAILED"); + (host_flt_count == nres) && (mapIndicesToBucketsStatus == EXIT_SUCCESS) && + (calculateMaxInBucketsStatus == EXIT_SUCCESS) ? "PASSED" : "FAILED"); checkCudaErrors(cudaFree(d_data_to_filter)); checkCudaErrors(cudaFree(d_filtered_data)); diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2012.sln b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2012.sln deleted file mode 100644 index d02f9b6c..00000000 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2012.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "warpAggregatedAtomicsCG", "warpAggregatedAtomicsCG_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2012.vcxproj b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2012.vcxproj deleted file mode 100644 index 1bedd62e..00000000 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2012.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - warpAggregatedAtomicsCG_vs2012 - warpAggregatedAtomicsCG - - - - - Application - MultiByte - v110 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/warpAggregatedAtomicsCG.exe - - - compute_30,sm_30;compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2013.sln b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2013.sln deleted file mode 100644 index d0f712f9..00000000 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2013.sln +++ /dev/null @@ -1,20 +0,0 @@ - -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "warpAggregatedAtomicsCG", "warpAggregatedAtomicsCG_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" -EndProject -Global - GlobalSection(SolutionConfigurationPlatforms) = preSolution - Debug|x64 = Debug|x64 - Release|x64 = Release|x64 - EndGlobalSection - GlobalSection(ProjectConfigurationPlatforms) = postSolution - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64 - {997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64 - EndGlobalSection - GlobalSection(SolutionProperties) = preSolution - HideSolutionNode = FALSE - EndGlobalSection -EndGlobal diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2013.vcxproj b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2013.vcxproj deleted file mode 100644 index 83691eda..00000000 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2013.vcxproj +++ /dev/null @@ -1,107 +0,0 @@ - - - - $(VCTargetsPath)\BuildCustomizations - - - - Debug - x64 - - - Release - x64 - - - - {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - warpAggregatedAtomicsCG_vs2013 - warpAggregatedAtomicsCG - - - - - Application - MultiByte - v120 - - - true - - - true - - - - - - - - - - - $(Platform)/$(Configuration)/ - $(IncludePath) - AllRules.ruleset - - - - - ../../bin/win64/$(Configuration)/ - - - - Level3 - WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common; - - - Console - cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir); - $(OutDir)/warpAggregatedAtomicsCG.exe - - - compute_30,sm_30;compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75; - -Xcompiler "/wd 4819" %(AdditionalOptions) - ./;../../Common - WIN32 - - - - - Disabled - MultiThreadedDebug - - - true - Default - - - MTd - 64 - - - - - MaxSpeed - MultiThreaded - - - false - UseLinkTimeCodeGeneration - - - MT - 64 - - - - - - - - - - - diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2015.vcxproj b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2015.vcxproj index 38aa67aa..3e00228e 100644 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2015.vcxproj +++ b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2015.vcxproj @@ -33,7 +33,7 @@ - + @@ -62,7 +62,7 @@ $(OutDir)/warpAggregatedAtomicsCG.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -102,6 +102,6 @@ - + diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2017.vcxproj b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2017.vcxproj index d3b55cbc..a9c3f7ea 100644 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2017.vcxproj +++ b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2017.vcxproj @@ -38,7 +38,7 @@ - + @@ -67,7 +67,7 @@ $(OutDir)/warpAggregatedAtomicsCG.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -107,6 +107,6 @@ - + diff --git a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2019.vcxproj b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2019.vcxproj index 169e003d..0cb9098f 100644 --- a/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2019.vcxproj +++ b/Samples/warpAggregatedAtomicsCG/warpAggregatedAtomicsCG_vs2019.vcxproj @@ -34,7 +34,7 @@ - + @@ -63,7 +63,7 @@ $(OutDir)/warpAggregatedAtomicsCG.exe - compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80; + compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86; -Xcompiler "/wd 4819" %(AdditionalOptions) ./;../../Common WIN32 @@ -103,6 +103,6 @@ - + diff --git a/Samples/watershedSegmentationNPP/Makefile b/Samples/watershedSegmentationNPP/Makefile new file mode 100644 index 00000000..19f2b511 --- /dev/null +++ b/Samples/watershedSegmentationNPP/Makefile @@ -0,0 +1,329 @@ +################################################################################ +# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions +# are met: +# * Redistributions of source code must retain the above copyright +# notice, this list of conditions and the following disclaimer. +# * Redistributions in binary form must reproduce the above copyright +# notice, this list of conditions and the following disclaimer in the +# documentation and/or other materials provided with the distribution. +# * Neither the name of NVIDIA CORPORATION nor the names of its +# contributors may be used to endorse or promote products derived +# from this software without specific prior written permission. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY +# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR +# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, +# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY +# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +# +################################################################################ +# +# Makefile project only supported on Mac OS X and Linux Platforms) +# +################################################################################ + +# Location of the CUDA Toolkit +CUDA_PATH ?= /usr/local/cuda + +############################## +# start deprecated interface # +############################## +ifeq ($(x86_64),1) + $(info WARNING - x86_64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=x86_64 instead) + TARGET_ARCH ?= x86_64 +endif +ifeq ($(ARMv7),1) + $(info WARNING - ARMv7 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=armv7l instead) + TARGET_ARCH ?= armv7l +endif +ifeq ($(aarch64),1) + $(info WARNING - aarch64 variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=aarch64 instead) + TARGET_ARCH ?= aarch64 +endif +ifeq ($(ppc64le),1) + $(info WARNING - ppc64le variable has been deprecated) + $(info WARNING - please use TARGET_ARCH=ppc64le instead) + TARGET_ARCH ?= ppc64le +endif +ifneq ($(GCC),) + $(info WARNING - GCC variable has been deprecated) + $(info WARNING - please use HOST_COMPILER=$(GCC) instead) + HOST_COMPILER ?= $(GCC) +endif +ifneq ($(abi),) + $(error ERROR - abi variable has been removed) +endif +############################ +# end deprecated interface # +############################ + +# architecture +HOST_ARCH := $(shell uname -m) +TARGET_ARCH ?= $(HOST_ARCH) +ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le armv7l)) + ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le)) + TARGET_SIZE := 64 + else ifneq (,$(filter $(TARGET_ARCH),armv7l)) + TARGET_SIZE := 32 + endif + else + TARGET_SIZE := $(shell getconf LONG_BIT) + endif +else + $(error ERROR - unsupported value $(TARGET_ARCH) for TARGET_ARCH!) +endif + +# sbsa and aarch64 systems look similar. Need to differentiate them at host level for now. +ifeq ($(HOST_ARCH),aarch64) + ifeq ($(CUDA_PATH)/targets/sbsa-linux,$(shell ls -1d $(CUDA_PATH)/targets/sbsa-linux)) + HOST_ARCH := sbsa + TARGET_ARCH := sbsa + endif +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq (,$(filter $(HOST_ARCH)-$(TARGET_ARCH),aarch64-armv7l x86_64-armv7l x86_64-aarch64 x86_64-sbsa x86_64-ppc64le)) + $(error ERROR - cross compiling from $(HOST_ARCH) to $(TARGET_ARCH) is not supported!) + endif +endif + +# When on native aarch64 system with userspace of 32-bit, change TARGET_ARCH to armv7l +ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_SIZE),aarch64-aarch64-32) + TARGET_ARCH = armv7l +endif + +# operating system +HOST_OS := $(shell uname -s 2>/dev/null | tr "[:upper:]" "[:lower:]") +TARGET_OS ?= $(HOST_OS) +ifeq (,$(filter $(TARGET_OS),linux darwin qnx android)) + $(error ERROR - unsupported value $(TARGET_OS) for TARGET_OS!) +endif + +# host compiler +ifeq ($(TARGET_OS),darwin) + ifeq ($(shell expr `xcodebuild -version | grep -i xcode | awk '{print $$2}' | cut -d'.' -f1` \>= 5),1) + HOST_COMPILER ?= clang++ + endif +else ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(HOST_ARCH)-$(TARGET_ARCH),x86_64-armv7l) + ifeq ($(TARGET_OS),linux) + HOST_COMPILER ?= arm-linux-gnueabihf-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/arm-unknown-nto-qnx6.6.0eabi-g++ + else ifeq ($(TARGET_OS),android) + HOST_COMPILER ?= arm-linux-androideabi-g++ + endif + else ifeq ($(TARGET_ARCH),aarch64) + ifeq ($(TARGET_OS), linux) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_OS),qnx) + ifeq ($(QNX_HOST),) + $(error ERROR - QNX_HOST must be passed to the QNX host toolchain) + endif + ifeq ($(QNX_TARGET),) + $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain) + endif + export QNX_HOST + export QNX_TARGET + HOST_COMPILER ?= $(QNX_HOST)/usr/bin/aarch64-unknown-nto-qnx7.0.0-g++ + else ifeq ($(TARGET_OS), android) + HOST_COMPILER ?= aarch64-linux-android-clang++ + endif + else ifeq ($(TARGET_ARCH),sbsa) + HOST_COMPILER ?= aarch64-linux-gnu-g++ + else ifeq ($(TARGET_ARCH),ppc64le) + HOST_COMPILER ?= powerpc64le-linux-gnu-g++ + endif +endif +HOST_COMPILER ?= g++ +NVCC := $(CUDA_PATH)/bin/nvcc -ccbin $(HOST_COMPILER) + +# internal flags +NVCCFLAGS := -m${TARGET_SIZE} +CCFLAGS := +LDFLAGS := + +# build flags +ifeq ($(TARGET_OS),darwin) + LDFLAGS += -rpath $(CUDA_PATH)/lib + CCFLAGS += -arch $(HOST_ARCH) +else ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_OS),x86_64-armv7l-linux) + LDFLAGS += --dynamic-linker=/lib/ld-linux-armhf.so.3 + CCFLAGS += -mfloat-abi=hard +else ifeq ($(TARGET_OS),android) + LDFLAGS += -pie + CCFLAGS += -fpie -fpic -fexceptions +endif + +ifneq ($(TARGET_ARCH),$(HOST_ARCH)) + ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/arm-linux-gnueabihf + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + ifneq ($(TARGET_FS),) + GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6) + ifeq ($(GCCVERSIONLTEQ46),1) + CCFLAGS += --sysroot=$(TARGET_FS) + endif + LDFLAGS += --sysroot=$(TARGET_FS) + LDFLAGS += -rpath-link=$(TARGET_FS)/lib -L$(TARGET_FS)/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/lib/aarch64-linux-gnu -L$(TARGET_FS)/lib/aarch64-linux-gnu + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib -L$(TARGET_FS)/usr/lib + LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/aarch64-linux-gnu -L$(TARGET_FS)/usr/lib/aarch64-linux-gnu + LDFLAGS += --unresolved-symbols=ignore-in-shared-libs + CCFLAGS += -isystem=$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include + CCFLAGS += -isystem=$(TARGET_FS)/usr/include/aarch64-linux-gnu -I$(TARGET_FS)/usr/include/aarch64-linux-gnu + endif + endif + ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CCFLAGS += -DWIN_INTERFACE_CUSTOM -I/usr/include/aarch64-qnx-gnu + LDFLAGS += -lsocket + LDFLAGS += -rpath=/usr/lib/aarch64-qnx-gnu -L/usr/lib/aarch64-qnx-gnu + ifneq ($(TARGET_FS),) + LDFLAGS += -rpath=$(TARGET_FS)/usr/lib -L $(TARGET_FS)/usr/lib + LDFLAGS += -rpath=$(TARGET_FS)/usr/libnvidia -L $(TARGET_FS)/usr/libnvidia + endif + ifdef TARGET_OVERRIDE # cuda toolkit targets override + NVCCFLAGS += -target-dir $(TARGET_OVERRIDE) + endif + endif +endif + +# Install directory of different arch +CUDA_INSTALL_TARGET_DIR := +ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-gnueabihf/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),sbsa-linux) + CUDA_INSTALL_TARGET_DIR = targets/sbsa-linux/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-android) + CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-android) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux-androideabi/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-qnx) + CUDA_INSTALL_TARGET_DIR = targets/ARMv7-linux-QNX/ +else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx) + CUDA_INSTALL_TARGET_DIR = targets/aarch64-qnx/ +else ifeq ($(TARGET_ARCH),ppc64le) + CUDA_INSTALL_TARGET_DIR = targets/ppc64le-linux/ +endif + +# Debug build flags +ifeq ($(dbg),1) + NVCCFLAGS += -g -G + BUILD_TYPE := debug +else + BUILD_TYPE := release +endif + +ALL_CCFLAGS := +ALL_CCFLAGS += $(NVCCFLAGS) +ALL_CCFLAGS += $(EXTRA_NVCCFLAGS) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(CCFLAGS)) +ALL_CCFLAGS += $(addprefix -Xcompiler ,$(EXTRA_CCFLAGS)) + +SAMPLE_ENABLED := 1 + +# This sample is not supported on Mac OSX +ifeq ($(TARGET_OS),darwin) + $(info >>> WARNING - watershedSegmentationNPP is not supported on Mac OSX - waiving sample <<<) + SAMPLE_ENABLED := 0 +endif + +ALL_LDFLAGS := +ALL_LDFLAGS += $(ALL_CCFLAGS) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(LDFLAGS)) +ALL_LDFLAGS += $(addprefix -Xlinker ,$(EXTRA_LDFLAGS)) + +# Common includes and paths for CUDA +INCLUDES := -I../../Common +LIBRARIES := + +################################################################################ + +# Gencode arguments +SMS ?= + +ifeq ($(GENCODE_FLAGS),) +# Generate SASS code for each SM architecture listed in $(SMS) +$(foreach sm,$(SMS),$(eval GENCODE_FLAGS += -gencode arch=compute_$(sm),code=sm_$(sm))) + +ifeq ($(SMS),) +# Generate PTX code from SM 35 +GENCODE_FLAGS += -gencode arch=compute_35,code=compute_35 +endif + +# Generate PTX code from the highest SM architecture in $(SMS) to guarantee forward-compatibility +HIGHEST_SM := $(lastword $(sort $(SMS))) +ifneq ($(HIGHEST_SM),) +GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM) +endif +endif + +LIBRARIES += -lnppisu_static -lnppif_static -lnppc_static -lculibos + +ifeq ($(SAMPLE_ENABLED),0) +EXEC ?= @echo "[@]" +endif + +################################################################################ + +# Target rules +all: build + +build: watershedSegmentationNPP + +check.deps: +ifeq ($(SAMPLE_ENABLED),0) + @echo "Sample will be waived due to the above missing dependencies" +else + @echo "Sample is ready - all dependencies have been met" +endif + +watershedSegmentationNPP.o:watershedSegmentationNPP.cpp + $(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $< + +watershedSegmentationNPP: watershedSegmentationNPP.o + $(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES) + $(EXEC) mkdir -p ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + $(EXEC) cp $@ ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE) + +run: build + $(EXEC) ./watershedSegmentationNPP + +clean: + rm -f watershedSegmentationNPP watershedSegmentationNPP.o + rm -rf ../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/watershedSegmentationNPP + +clobber: clean diff --git a/Samples/watershedSegmentationNPP/NsightEclipse.xml b/Samples/watershedSegmentationNPP/NsightEclipse.xml new file mode 100644 index 00000000..889cd6db --- /dev/null +++ b/Samples/watershedSegmentationNPP/NsightEclipse.xml @@ -0,0 +1,74 @@ + + + + watershedSegmentationNPP + + whole + true + + ./ + ../ + ../../common/inc + + + Performance Strategies + Image Processing + NPP Library + + + CUDA + NPP + Image Processing + + + nppisu_static + nppif_static + nppc_static + culibos + + + + true + watershedSegmentationNPP.cpp + + NPP + + + 1:CUDA Basic Topics + 1:Performance Strategies + 2:Image Processing + 2:Computer Vision + + sm35 + sm37 + sm50 + sm52 + sm60 + sm61 + sm70 + sm72 + sm75 + sm80 + sm86 + + + x86_64 + linux + + + windows7 + + + arm + + + ppc64le + linux + + + + all + + Watershed Segmentation NPP + exe + diff --git a/Samples/watershedSegmentationNPP/README.md b/Samples/watershedSegmentationNPP/README.md new file mode 100644 index 00000000..6b6ec5dc --- /dev/null +++ b/Samples/watershedSegmentationNPP/README.md @@ -0,0 +1,71 @@ +# watershedSegmentationNPP - Watershed Segmentation NPP + +## Description + +An NPP CUDA Sample that demonstrates how to use the NPP watershed segmentation function. + +## Key Concepts + +Performance Strategies, Image Processing, NPP Library + +## Supported SM Architectures + +[SM 3.5 ](https://developer.nvidia.com/cuda-gpus) [SM 3.7 ](https://developer.nvidia.com/cuda-gpus) [SM 5.0 ](https://developer.nvidia.com/cuda-gpus) [SM 5.2 ](https://developer.nvidia.com/cuda-gpus) [SM 6.0 ](https://developer.nvidia.com/cuda-gpus) [SM 6.1 ](https://developer.nvidia.com/cuda-gpus) [SM 7.0 ](https://developer.nvidia.com/cuda-gpus) [SM 7.2 ](https://developer.nvidia.com/cuda-gpus) [SM 7.5 ](https://developer.nvidia.com/cuda-gpus) [SM 8.0 ](https://developer.nvidia.com/cuda-gpus) [SM 8.6 ](https://developer.nvidia.com/cuda-gpus) + +## Supported OSes + +Linux, Windows + +## Supported CPU Architecture + +x86_64, ppc64le, armv7l + +## CUDA APIs involved + +## Dependencies needed to build/run +[NPP](../../README.md#npp) + +## Prerequisites + +Download and install the [CUDA Toolkit 11.1](https://developer.nvidia.com/cuda-downloads) for your corresponding platform. +Make sure the dependencies mentioned in [Dependencies]() section above are installed. + +## Build and Run + +### Windows +The Windows samples are built using the Visual Studio IDE. Solution files (.sln) are provided for each supported version of Visual Studio, using the format: +``` +*_vs.sln - for Visual Studio +``` +Each individual sample has its own set of solution files in its directory: + +To build/examine all the samples at once, the complete solution files should be used. To build/examine a single sample, the individual sample solution files should be used. +> **Note:** Some samples require that the Microsoft DirectX SDK (June 2010 or newer) be installed and that the VC++ directory paths are properly set up (**Tools > Options...**). Check DirectX Dependencies section for details." + +### Linux +The Linux samples are built using makefiles. To use the makefiles, change the current directory to the sample directory you wish to build, and run make: +``` +$ cd +$ make +``` +The samples makefiles can take advantage of certain options: +* **TARGET_ARCH=** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, armv7l. + By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.
+`$ make TARGET_ARCH=x86_64`
`$ make TARGET_ARCH=ppc64le`
`$ make TARGET_ARCH=armv7l`
+ See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details. +* **dbg=1** - build with debug symbols + ``` + $ make dbg=1 + ``` +* **SMS="A B ..."** - override the SM architectures for which the sample will be built, where `"A B ..."` is a space-delimited list of SM architectures. For example, to generate SASS for SM 50 and SM 60, use `SMS="50 60"`. + ``` + $ make SMS="50 60" + ``` + +* **HOST_COMPILER=** - override the default g++ host compiler. See the [Linux Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#system-requirements) for a list of supported host compilers. +``` + $ make HOST_COMPILER=g++ +``` + +## References (for more details) + diff --git a/Samples/watershedSegmentationNPP/watershedSegmentationNPP.cpp b/Samples/watershedSegmentationNPP/watershedSegmentationNPP.cpp new file mode 100644 index 00000000..1f914e7c --- /dev/null +++ b/Samples/watershedSegmentationNPP/watershedSegmentationNPP.cpp @@ -0,0 +1,544 @@ +/* Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions + * are met: + * * Redistributions of source code must retain the above copyright + * notice, this list of conditions and the following disclaimer. + * * Redistributions in binary form must reproduce the above copyright + * notice, this list of conditions and the following disclaimer in the + * documentation and/or other materials provided with the distribution. + * * Neither the name of NVIDIA CORPORATION nor the names of its + * contributors may be used to endorse or promote products derived + * from this software without specific prior written permission. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY + * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE + * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR + * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR + * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, + * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, + * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR + * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + */ + + +#if defined(WIN32) || defined(_WIN32) || defined(WIN64) || defined(_WIN64) +# define WINDOWS_LEAN_AND_MEAN +# define NOMINMAX +# include +# pragma warning(disable:4819) +#endif + +#include +#include +#include + +#include +#include + +// Note: If you want to view these images we HIGHLY recommend using imagej which is free on the internet and works on most platforms +// because it is one of the few image viewing apps that can display 32 bit integer image data. While it normalizes the data +// to floating point values for viewing it still provides a good representation of the relative brightness of each label value. +// +// The files read and written by this sample app use RAW image format, that is, only the image data itself exists in the files +// with no image format information. When viewing RAW files with imagej just enter the image size and bit depth values that +// are part of the file name when requested by imagej. +// + +#define NUMBER_OF_IMAGES 3 + + Npp8u * pInputImageDev[NUMBER_OF_IMAGES]; + Npp8u * pInputImageHost[NUMBER_OF_IMAGES]; + Npp8u * pSegmentationScratchBufferDev[NUMBER_OF_IMAGES]; + Npp8u * pSegmentsDev[NUMBER_OF_IMAGES]; + Npp8u * pSegmentsHost[NUMBER_OF_IMAGES]; + Npp32u * pSegmentLabelsOutputBufferDev[NUMBER_OF_IMAGES]; + Npp32u * pSegmentLabelsOutputBufferHost[NUMBER_OF_IMAGES]; + +void tearDown() // Clean up and tear down +{ + for (int j = 0; j < NUMBER_OF_IMAGES; j++) + { + if (pSegmentLabelsOutputBufferDev[j] != 0) + cudaFree(pSegmentLabelsOutputBufferDev[j]); + if (pSegmentationScratchBufferDev[j] != 0) + cudaFree(pSegmentationScratchBufferDev[j]); + if (pSegmentsDev[j] != 0) + cudaFree(pSegmentsDev[j]); + if (pInputImageDev[j] != 0) + cudaFree(pInputImageDev[j]); + if (pSegmentLabelsOutputBufferHost[j] != 0) + free(pSegmentLabelsOutputBufferHost[j]); + if (pSegmentsHost[j] != 0) + free(pSegmentsHost[j]); + if (pInputImageHost[j] != 0) + free(pInputImageHost[j]); + } +} + +const std::string& SegmentsOutputFile0 = "Lena_Segments_8Way_512x512_8u.raw"; +const std::string& SegmentsOutputFile1 = "CT_skull_Segments_8Way_512x512_8u.raw"; +const std::string& SegmentsOutputFile2 = "Rocks_Segments_8Way_512x512_8u.raw"; + +const std::string& SegmentBoundariesOutputFile0 = "Lena_SegmentBoundaries_8Way_512x512_8u.raw"; +const std::string& SegmentBoundariesOutputFile1 = "CT_skull_SegmentBoundaries_8Way_512x512_8u.raw"; +const std::string& SegmentBoundariesOutputFile2 = "Rocks_SegmentBoundaries_8Way_512x512_8u.raw"; + +const std::string& SegmentsWithContrastingBoundariesOutputFile0 = "Lena_SegmentsWithContrastingBoundaries_8Way_512x512_8u.raw"; +const std::string& SegmentsWithContrastingBoundariesOutputFile1 = "CT_skull_SegmentsWithContrastingBoundaries_8Way_512x512_8u.raw"; +const std::string& SegmentsWithContrastingBoundariesOutputFile2 = "Rocks_SegmentsWithContrastingBoundaries_8Way_512x512_8u.raw"; + +const std::string& CompressedSegmentLabelsOutputFile0 = "Lena_CompressedSegmentLabels_8Way_512x512_32u.raw"; +const std::string& CompressedSegmentLabelsOutputFile1 = "CT_skull_CompressedSegmentLabels_8Way_512x512_32u.raw"; +const std::string& CompressedSegmentLabelsOutputFile2 = "Rocks_CompressedSegmentLabels_8Way_512x512_32u.raw"; + +int +loadRaw8BitImage(Npp8u * pImage, int nWidth, int nHeight, int nImage) +{ + FILE * bmpFile; + size_t nSize; + + if (nImage == 0) + { + if (nWidth != 512 || nHeight != 512) + return -1; + const char* fileName = "Lena_512x512_8u_Gray.raw"; + const char* InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) + { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } + else if (nImage == 1) + { + if (nWidth != 512 || nHeight != 512) + return -1; + const char* fileName = "CT_skull_512x512_8u_Gray.raw"; + const char* InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) + { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } + else if (nImage == 2) + { + if (nWidth != 512 || nHeight != 512) + return -1; + const char* fileName = "Rocks_512x512_8u_Gray.raw"; + const char* InputFile = sdkFindFilePath(fileName, "."); + if (InputFile == NULL) + { + printf("%s file not found.. exiting\n", fileName); + exit(EXIT_WAIVED); + } + + bmpFile = fopen(InputFile, "rb"); + } + else + { + printf ("Input file load failed.\n"); + return -1; + } + + if (bmpFile == NULL) + { + printf ("Input file load failed.\n"); + return -1; + } + nSize = fread(pImage, 1, nWidth * nHeight, bmpFile); + if (nSize < nWidth * nHeight) + { + printf ("Input file load failed.\n"); + fclose(bmpFile); + return -1; + } + fclose(bmpFile); + + printf ("Input file load succeeded.\n"); + + return 0; +} + +int +main( int argc, char** argv ) +{ + + int aSegmentationScratchBufferSize[NUMBER_OF_IMAGES]; + int aSegmentLabelsOutputBufferSize[NUMBER_OF_IMAGES]; + + cudaError_t cudaError; + NppStatus nppStatus; + NppStreamContext nppStreamCtx; + FILE * bmpFile; + NppiNorm eNorm = nppiNormInf; // default to 8 way neighbor search + + for (int j = 0; j < NUMBER_OF_IMAGES; j++) + { + pInputImageDev[j] = 0; + pInputImageHost[j] = 0; + pSegmentationScratchBufferDev[j] = 0; + pSegmentLabelsOutputBufferDev[j] = 0; + pSegmentLabelsOutputBufferHost[j] = 0; + pSegmentsDev[j] = 0; + pSegmentsHost[j] = 0; + } + + nppStreamCtx.hStream = 0; // The NULL stream by default, set this to whatever your stream ID is if not the NULL stream. + + cudaError = cudaGetDevice(&nppStreamCtx.nCudaDeviceId); + if (cudaError != cudaSuccess) + { + printf("CUDA error: no devices supporting CUDA.\n"); + return NPP_NOT_SUFFICIENT_COMPUTE_CAPABILITY; + } + + const NppLibraryVersion *libVer = nppGetLibVersion(); + + printf("NPP Library Version %d.%d.%d\n", libVer->major, libVer->minor, libVer->build); + + int driverVersion, runtimeVersion; + cudaDriverGetVersion(&driverVersion); + cudaRuntimeGetVersion(&runtimeVersion); + + printf("CUDA Driver Version: %d.%d\n", driverVersion/1000, (driverVersion%100)/10); + printf("CUDA Runtime Version: %d.%d\n\n", runtimeVersion/1000, (runtimeVersion%100)/10); + + cudaError = cudaDeviceGetAttribute(&nppStreamCtx.nCudaDevAttrComputeCapabilityMajor, + cudaDevAttrComputeCapabilityMajor, + nppStreamCtx.nCudaDeviceId); + if (cudaError != cudaSuccess) + return NPP_NOT_SUFFICIENT_COMPUTE_CAPABILITY; + + cudaError = cudaDeviceGetAttribute(&nppStreamCtx.nCudaDevAttrComputeCapabilityMinor, + cudaDevAttrComputeCapabilityMinor, + nppStreamCtx.nCudaDeviceId); + if (cudaError != cudaSuccess) + return NPP_NOT_SUFFICIENT_COMPUTE_CAPABILITY; + + cudaError = cudaStreamGetFlags(nppStreamCtx.hStream, &nppStreamCtx.nStreamFlags); + + cudaDeviceProp oDeviceProperties; + + cudaError = cudaGetDeviceProperties(&oDeviceProperties, nppStreamCtx.nCudaDeviceId); + + nppStreamCtx.nMultiProcessorCount = oDeviceProperties.multiProcessorCount; + nppStreamCtx.nMaxThreadsPerMultiProcessor = oDeviceProperties.maxThreadsPerMultiProcessor; + nppStreamCtx.nMaxThreadsPerBlock = oDeviceProperties.maxThreadsPerBlock; + nppStreamCtx.nSharedMemPerBlock = oDeviceProperties.sharedMemPerBlock; + + NppiSize oSizeROI[NUMBER_OF_IMAGES]; + + for (int nImage = 0; nImage < NUMBER_OF_IMAGES; nImage++) + { + if (nImage == 0) + { + oSizeROI[nImage].width = 512; + oSizeROI[nImage].height = 512; + } + else if (nImage == 1) + { + oSizeROI[nImage].width = 512; + oSizeROI[nImage].height = 512; + } + else if (nImage == 2) + { + oSizeROI[nImage].width = 512; + oSizeROI[nImage].height = 512; + } + + // cudaMallocPitch OR cudaMalloc can be used here, in this sample case width == pitch. + + cudaError = cudaMalloc ((void**)&pInputImageDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u) * oSizeROI[nImage].height); + if (cudaError != cudaSuccess) + return NPP_MEMORY_ALLOCATION_ERR; + + cudaError = cudaMalloc ((void**)&pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u) * oSizeROI[nImage].height); + if (cudaError != cudaSuccess) + return NPP_MEMORY_ALLOCATION_ERR; + + pInputImageHost[nImage] = reinterpret_cast(malloc(oSizeROI[nImage].width * sizeof(Npp8u) * oSizeROI[nImage].height)); + pSegmentsHost[nImage] = reinterpret_cast(malloc(oSizeROI[nImage].width * sizeof(Npp32u) * oSizeROI[nImage].height)); + + nppStatus = nppiSegmentWatershedGetBufferSize_8u_C1R(oSizeROI[nImage], &aSegmentationScratchBufferSize[nImage]); + + cudaError = cudaMalloc ((void **)&pSegmentationScratchBufferDev[nImage], aSegmentationScratchBufferSize[nImage]); + if (cudaError != cudaSuccess) + return NPP_MEMORY_ALLOCATION_ERR; + + // Output label marker buffers are only needed if you want to same the generated segmentation labels, they ARE compatible with NPP UF generated labels. + // Requesting segmentation output may slightly decrease segmentation function performance. Regardless of the pitch of the segmentation image + // the segment labels output buffer will have a pitch of oSizeROI[nImage].width * sizeof(Npp32u). + + aSegmentLabelsOutputBufferSize[nImage] = oSizeROI[nImage].width * sizeof(Npp32u) * oSizeROI[nImage].height; + + cudaError = cudaMalloc ((void **)&pSegmentLabelsOutputBufferDev[nImage], aSegmentLabelsOutputBufferSize[nImage]); + if (cudaError != cudaSuccess) + return NPP_MEMORY_ALLOCATION_ERR; + + pSegmentLabelsOutputBufferHost[nImage] = reinterpret_cast(malloc(oSizeROI[nImage].width * sizeof(Npp32u) * oSizeROI[nImage].height)); + + if (loadRaw8BitImage(pInputImageHost[nImage], oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, nImage) == 0) + { + cudaError = cudaMemcpy2DAsync(pInputImageDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), pInputImageHost[nImage], + oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyHostToDevice, nppStreamCtx.hStream); + + // Make a second copy of the unaltered input image since this function works in place and we want to reuse the input image multiple times. + cudaError = cudaMemcpy2DAsync(pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), pInputImageHost[nImage], + oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyHostToDevice, nppStreamCtx.hStream); + + nppStatus = nppiSegmentWatershed_8u_C1IR_Ctx(pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + pSegmentLabelsOutputBufferDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), eNorm, + NPP_WATERSHED_SEGMENT_BOUNDARIES_NONE, oSizeROI[nImage], pSegmentationScratchBufferDev[nImage], nppStreamCtx); + + if (nppStatus != NPP_SUCCESS) + { + if (nImage == 0) + printf("Lena segments 8Way 512x512 8u failed.\n"); + else if (nImage == 1) + printf("CT skull segments 8Way 512x512 8u failed.\n"); + else if (nImage == 2) + printf("Rocks segments 8Way 512x512 8u failed.\n"); + tearDown(); + return -1; + } + + // Now compress the label markers output to make them easier to view. + int nCompressedLabelsScratchBufferSize; + Npp8u * pCompressedLabelsScratchBufferDev; + + nppStatus = nppiCompressMarkerLabelsGetBufferSize_32u_C1R(oSizeROI[nImage].width * oSizeROI[nImage].height, &nCompressedLabelsScratchBufferSize); + if (nppStatus != NPP_NO_ERROR) + return nppStatus; + + cudaError = cudaMalloc ((void **)&pCompressedLabelsScratchBufferDev, nCompressedLabelsScratchBufferSize); + if (cudaError != cudaSuccess) + return NPP_MEMORY_ALLOCATION_ERR; + + int nCompressedLabelCount = 0; + + nppStatus = nppiCompressMarkerLabelsUF_32u_C1IR(pSegmentLabelsOutputBufferDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), oSizeROI[nImage], + oSizeROI[nImage].width * oSizeROI[nImage].height, &nCompressedLabelCount, + pCompressedLabelsScratchBufferDev); + + if (nppStatus != NPP_SUCCESS) + { + if (nImage == 0) + printf("Lena_CompressedLabelMarkersUF_8Way_512x512_32u failed.\n"); + else if (nImage == 1) + printf("CT_Skull_CompressedLabelMarkersUF_8Way_512x512_32u failed.\n"); + else if (nImage == 2) + printf("Rocks_CompressedLabelMarkersUF_8Way_512x512_32u failed.\n"); + tearDown(); + return -1; + } + + // Copy segmented image to host + cudaError = cudaMemcpy2DAsync(pSegmentsHost[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + + // Copy segment labels image to host + cudaError = cudaMemcpy2DAsync(pSegmentLabelsOutputBufferHost[nImage], oSizeROI[nImage].width * sizeof(Npp32u), + pSegmentLabelsOutputBufferDev[nImage], oSizeROI[nImage].width * sizeof(Npp32u), oSizeROI[nImage].width * sizeof(Npp32u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + + // Wait host image read backs to complete, not necessary if no need to synchronize + if ((cudaError = cudaStreamSynchronize(nppStreamCtx.hStream)) != cudaSuccess) + { + printf ("Post segmentation cudaStreamSynchronize failed\n"); + tearDown(); + return -1; + } + + // Free single image scratch buffer + cudaFree(pCompressedLabelsScratchBufferDev); + + // Save default segments file. + if (nImage == 0) + bmpFile = fopen(SegmentsOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(SegmentsOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(SegmentsOutputFile2.c_str(), "wb"); + + if (bmpFile == NULL) + return -1; + size_t nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) + { + nSize += fwrite(&pSegmentsHost[nImage][j * oSizeROI[nImage].width], sizeof(Npp8u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + + if (nImage == 0) + printf("Lena_Segments_8Way_512x512_8u succeeded.\n"); + else if (nImage == 1) + printf("CT_Skull_Segments_8Way_512x512_8u succeeded.\n"); + else if (nImage == 2) + printf("Rocks_Segments_8Way_512x512_8u succeeded.\n"); + + // Save segment labels file. + if (nImage == 0) + bmpFile = fopen(CompressedSegmentLabelsOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(CompressedSegmentLabelsOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(CompressedSegmentLabelsOutputFile2.c_str(), "wb"); + + if (bmpFile == NULL) + return -1; + nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) + { + nSize += fwrite(&pSegmentLabelsOutputBufferHost[nImage][j * oSizeROI[nImage].width], sizeof(Npp32u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + + if (nImage == 0) + printf("Lena_CompressedSegmentLabels_8Way_512x512_32u succeeded.\n"); + else if (nImage == 1) + printf("CT_Skull_CompressedSegmentLabels_8Way_512x512_32u succeeded.\n"); + else if (nImage == 2) + printf("Rocks_CompressedSegmentLabels_8Way_512x512_32u succeeded.\n"); + + // Now generate a segment boundaries only output image + + // Make a second copy of the unaltered input image since this function works in place and we want to reuse the input image multiple times. + cudaError = cudaMemcpy2DAsync(pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), pInputImageHost[nImage], + oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyHostToDevice, nppStreamCtx.hStream); + + // We already generated segment labels images to skip that this time + nppStatus = nppiSegmentWatershed_8u_C1IR_Ctx(pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + 0, 0, eNorm, + NPP_WATERSHED_SEGMENT_BOUNDARIES_ONLY, oSizeROI[nImage], pSegmentationScratchBufferDev[nImage], nppStreamCtx); + + if (nppStatus != NPP_SUCCESS) + { + if (nImage == 0) + printf("Lena segment boundaries 8Way 512x512 8u failed.\n"); + else if (nImage == 1) + printf("CT skull segment boundaries 8Way 512x512 8u failed.\n"); + else if (nImage == 2) + printf("Rocks segment boundaries 8Way 512x512 8u failed.\n"); + tearDown(); + return -1; + } + + // Copy segment boundaries image to host + cudaError = cudaMemcpy2DAsync(pSegmentsHost[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + + // Wait host image read backs to complete, not necessary if no need to synchronize + if ((cudaError = cudaStreamSynchronize(nppStreamCtx.hStream)) != cudaSuccess) + { + printf ("Post segmentation cudaStreamSynchronize failed\n"); + tearDown(); + return -1; + } + + if (nImage == 0) + bmpFile = fopen(SegmentBoundariesOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(SegmentBoundariesOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(SegmentBoundariesOutputFile2.c_str(), "wb"); + + if (bmpFile == NULL) + return -1; + nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) + { + nSize += fwrite(&pSegmentsHost[nImage][j * oSizeROI[nImage].width], sizeof(Npp8u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + + if (nImage == 0) + printf("Lena_SegmentBoundaries_8Way_512x512_8u succeeded.\n"); + else if (nImage == 1) + printf("CT_Skull_SegmentBoundaries_8Way_512x512_8u succeeded.\n"); + else if (nImage == 2) + printf("Rocks_SegmentBoundaries_8Way_512x512_8u succeeded.\n"); + + // Now generate a segmented with contrasting boundaries output image + + // Make a second copy of the unaltered input image since this function works in place and we want to reuse the input image multiple times. + cudaError = cudaMemcpy2DAsync(pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), pInputImageHost[nImage], + oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyHostToDevice, nppStreamCtx.hStream); + + // We already generated segment labels images to skip that this time + nppStatus = nppiSegmentWatershed_8u_C1IR_Ctx(pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + 0, 0, eNorm, + NPP_WATERSHED_SEGMENT_BOUNDARIES_CONTRAST, oSizeROI[nImage], pSegmentationScratchBufferDev[nImage], nppStreamCtx); + + if (nppStatus != NPP_SUCCESS) + { + if (nImage == 0) + printf("Lena segments with contrasting boundaries 8Way 512x512 8u failed.\n"); + else if (nImage == 1) + printf("CT skull segments with contrasting boundaries 8Way 512x512 8u failed.\n"); + else if (nImage == 2) + printf("Rocks segments with contrasting boundaries 8Way 512x512 8u failed.\n"); + tearDown(); + return -1; + } + + // Copy segment boundaries image to host + cudaError = cudaMemcpy2DAsync(pSegmentsHost[nImage], oSizeROI[nImage].width * sizeof(Npp8u), + pSegmentsDev[nImage], oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].width * sizeof(Npp8u), oSizeROI[nImage].height, + cudaMemcpyDeviceToHost, nppStreamCtx.hStream); + + // Wait host image read backs to complete, not necessary if no need to synchronize + if ((cudaError = cudaStreamSynchronize(nppStreamCtx.hStream)) != cudaSuccess) + { + printf ("Post segmentation cudaStreamSynchronize failed\n"); + tearDown(); + return -1; + } + + if (nImage == 0) + bmpFile = fopen(SegmentsWithContrastingBoundariesOutputFile0.c_str(), "wb"); + else if (nImage == 1) + bmpFile = fopen(SegmentsWithContrastingBoundariesOutputFile1.c_str(), "wb"); + else if (nImage == 2) + bmpFile = fopen(SegmentsWithContrastingBoundariesOutputFile2.c_str(), "wb"); + + if (bmpFile == NULL) + return -1; + nSize = 0; + for (int j = 0; j < oSizeROI[nImage].height; j++) + { + nSize += fwrite(&pSegmentsHost[nImage][j * oSizeROI[nImage].width], sizeof(Npp8u), oSizeROI[nImage].width, bmpFile); + } + fclose(bmpFile); + + if (nImage == 0) + printf("Lena_SegmentsWithContrastingBoundaries_8Way_512x512_8u succeeded.\n"); + else if (nImage == 1) + printf("CT_Skull_SegmentsWithContrastingBoundaries_8Way_512x512_8u succeeded.\n"); + else if (nImage == 2) + printf("Rocks_SegmentsWithContrastingBoundaries_8Way_512x512_8u succeeded.\n"); + } + } + + tearDown(); + + return 0; +} + + + diff --git a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2013.sln b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2015.sln similarity index 72% rename from Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2013.sln rename to Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2015.sln index 40c1680c..f3961c87 100644 --- a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2013.sln +++ b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2015.sln @@ -1,7 +1,7 @@  -Microsoft Visual Studio Solution File, Format Version 13.00 -# Visual Studio 2013 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "MersenneTwisterGP11213", "MersenneTwisterGP11213_vs2013.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +Microsoft Visual Studio Solution File, Format Version 14.00 +# Visual Studio 2015 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "watershedSegmentationNPP", "watershedSegmentationNPP_vs2015.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/simpleCUBLAS/simpleCUBLAS_vs2012.vcxproj b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2015.vcxproj similarity index 85% rename from Samples/simpleCUBLAS/simpleCUBLAS_vs2012.vcxproj rename to Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2015.vcxproj index 99a4c693..d7ae203a 100644 --- a/Samples/simpleCUBLAS/simpleCUBLAS_vs2012.vcxproj +++ b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2015.vcxproj @@ -15,15 +15,15 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCUBLAS_vs2012 - simpleCUBLAS + watershedSegmentationNPP_vs2015 + watershedSegmentationNPP Application MultiByte - v110 + v140 true @@ -33,7 +33,7 @@ - + @@ -57,9 +57,9 @@ Console - cublas.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) + nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/simpleCUBLAS.exe + $(OutDir)/watershedSegmentationNPP.exe compute_35,compute_35; @@ -97,11 +97,11 @@ - + - + diff --git a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2012.sln b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2017.sln similarity index 78% rename from Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2012.sln rename to Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2017.sln index 0611332a..93f1641a 100644 --- a/Samples/MersenneTwisterGP11213/MersenneTwisterGP11213_vs2012.sln +++ b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2017.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "MersenneTwisterGP11213", "MersenneTwisterGP11213_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2017 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "watershedSegmentationNPP", "watershedSegmentationNPP_vs2017.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/boxFilterNPP/boxFilterNPP_vs2012.vcxproj b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2017.vcxproj similarity index 79% rename from Samples/boxFilterNPP/boxFilterNPP_vs2012.vcxproj rename to Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2017.vcxproj index 1bf4eb76..e4dbfbe4 100644 --- a/Samples/boxFilterNPP/boxFilterNPP_vs2012.vcxproj +++ b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2017.vcxproj @@ -15,15 +15,20 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - boxFilterNPP_vs2012 - boxFilterNPP + watershedSegmentationNPP_vs2017 + watershedSegmentationNPP + + $([Microsoft.Build.Utilities.ToolLocationHelper]::GetLatestSDKTargetPlatformVersion('Windows', '10.0')) + $(LatestTargetPlatformVersion) + $(WindowsTargetPlatformVersion) + Application MultiByte - v110 + v141 true @@ -33,7 +38,7 @@ - + @@ -53,13 +58,13 @@ Level3 WIN32;_MBCS;%(PreprocessorDefinitions) - ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir);../../Common/UtilNPP;../../Common/FreeImage/include; + ./;$(CudaToolkitDir)/include;../../Common;$(CudaToolkitIncludeDir); Console nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) - $(CudaToolkitLibDir);../../Common/FreeImage/lib/x64;../../Common/FreeImage/lib/$(TARGET_OS);../../Common/FreeImage/lib/$(TARGET_OS)/$(TARGET_ARCH); - $(OutDir)/boxFilterNPP.exe + $(CudaToolkitLibDir); + $(OutDir)/watershedSegmentationNPP.exe compute_35,compute_35; @@ -96,22 +101,12 @@ 64 - - - - - - - - freeimage.lib;%(AdditionalDependencies) - - - + - + diff --git a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2012.sln b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2019.sln similarity index 78% rename from Samples/NV12toBGRandResize/NV12toBGRandResize_vs2012.sln rename to Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2019.sln index e92ab30e..3f7dcb23 100644 --- a/Samples/NV12toBGRandResize/NV12toBGRandResize_vs2012.sln +++ b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2019.sln @@ -1,7 +1,7 @@  Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio 2012 -Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "NV12toBGRandResize", "NV12toBGRandResize_vs2012.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" +# Visual Studio 2019 +Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "watershedSegmentationNPP", "watershedSegmentationNPP_vs2019.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}" EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution diff --git a/Samples/simpleCUBLAS/simpleCUBLAS_vs2013.vcxproj b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2019.vcxproj similarity index 84% rename from Samples/simpleCUBLAS/simpleCUBLAS_vs2013.vcxproj rename to Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2019.vcxproj index 015649a6..29cb1892 100644 --- a/Samples/simpleCUBLAS/simpleCUBLAS_vs2013.vcxproj +++ b/Samples/watershedSegmentationNPP/watershedSegmentationNPP_vs2019.vcxproj @@ -15,15 +15,16 @@ {997E0757-EA74-4A4E-A0FC-47D8C8831A15} - simpleCUBLAS_vs2013 - simpleCUBLAS + watershedSegmentationNPP_vs2019 + watershedSegmentationNPP Application MultiByte - v120 + v142 + 10.0 true @@ -33,7 +34,7 @@ - + @@ -57,9 +58,9 @@ Console - cublas.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) + nppisu.lib;nppif.lib;nppc.lib;cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies) $(CudaToolkitLibDir); - $(OutDir)/simpleCUBLAS.exe + $(OutDir)/watershedSegmentationNPP.exe compute_35,compute_35; @@ -97,11 +98,11 @@ - + - +