CUDA Samples v13.0

CUDA 13.0

• Updated the samples using the cudaDeviceProp fields which are deprecated and removed in CUDA 13.0, replacing the fields with the equivalents in "cudaDeviceGetAttribute":
  • Deprecated "cudaDeviceProp" fields
    int clockRate; // - Replaced with "cudaDevAttrClockRate"
int deviceOverlap; // - Replaced with "cudaDevAttrGpuOverlap */
int kernelExecTimeoutEnabled; // - Replaced with "cudaDevAttrKernelExecTimeout
int computeMode; // - Replaced with "cudaDevAttrComputeMode" */
int memoryClockRate; // - Replaced with "cudaDevAttrMemoryClockRate"
int cooperativeMultiDeviceLaunch; // - Deprecated, cudaLaunchCooperativeKernelMultiDevice is deprecated.
  • 0_Introduction
    • UnifiedMemoryStreams
    • simpleHyperQ
    • simpleIPC
    • simpleMultiCopy
    • systemWideAtomics
  • 1_Utilitie
    • deviceQuery
  • 2_Concepts_and_Techniques
    • streamOrderedAllocationIPC
  • 4_CUDA_Libraries
    • simpleCUBLASXT
  • 5_Domain_Specific
    • simpleVulkan
    • vulkanImageCUDA
• Updated the samples using the CUDA driver API "cuCtxCreate" with adding the parameter "CUctxCreateParams" as "cuCtxCreate" is updated to "cuCtxCreate_v4" by default in CUDA 13.0:
  • Common
    • nvrtc_helper.h
  • 0_Introduction
    • UnifiedMemoryStreams
    • matrixMulDrv
    • simpleTextureDrv
    • vectorAddDrv
    • vectorAddMMAP
  • 2_Concepts_and_Techniques
    • EGLStream_CUDA_CrossGPU
    • EGLStream_CUDA_Interop
    • threadMigration
  • 3_CUDA_Features
    • graphMemoryFootprint
    • memMapIPCDrv
  • 4_CUDA_Libraries
    • jitLto
  • 7_libNVVM
    • cuda-c-linking
    • device-side-launch
    • simple
    • uvmlite
  • 8_Platform_Specific/Tegra
    • EGLSync_CUDAEvent_Interop
• Updated the sample using CUDA API "cudaGraphAddNode"/"cudaStreamGetCaptureInfo" with adding "cudaGraphEdgeData" pointer parameter as they are updated to "cudaGraphAddNode_v2"/"cudaStreamGetCaptureInfo_v3" by default in CUDA 13.0:
  • 3_CUDA_Features
    • graphConditionalNodes
• Updated the samples using CUDA API "cudaMemAdvise"/"cudaMemPrefetchAsync" with changing the parameter "int device" to "cudaMemLocation location" as they are updated to "cudaMemAdvise_v2"/"cudaMemPrefetchAsyn_v2" by default in CUDA 13.0.
  • 4_CUDA_Libraries
    • conjugateGradientMultiDeviceCG
  • 6_Performance
    • UnifiedMemoryPerf
• Replaced "thrust::identity()" with "cuda::std::identity()" as it is deprecated in CUDA 13.0.
  • 2_Concepts_and_Techniques
    • segmentationTreeThrust
• Updated the the headers file and samples for CUFFT error codes update.
  • Deprecated CUFFT errors:
    • CUFFT_INCOMPLETE_PARAMETER_LIST
    • CUFFT_PARSE_ERROR
    • CUFFT_LICENSE_ERROR
  • New added CUFFT errors:
    • CUFFT_MISSING_DEPENDENCY
    • CUFFT_NVRTC_FAILURE
    • CUFFT_NVJITLINK_FAILURE
    • CUFFT_NVSHMEM_FAILURE
  • Header files and samples that are related with this change:
    • Common/helper_cuda.h
    • 4_CUDA_Libraries
      • simpleCUFFT
      • simpleCUFFT_2d_MGPU
      • simpleCUFFT_MGPU
      • simpleCUFFT_callback
• Updated toolchain for cross-compilation for Tegra QNX platforms.

CUDA Samples v12.9

CUDA 12.9

• Updated toolchain for cross-compilation for Tegra Linux platforms.
• Added run_tests.py utility to exercise all samples. See README.md for details
• Repository has been updated with consistent code formatting across all samples
• Many small code tweaks and bug fixes (see commit history for details)
• Removed the following outdated samples:
  • 1_Utilities
    • bandwidthTest - this sample was out of date and did not produce accurate results. For bandwidth testing of NVIDIA GPU platforms, please refer to NVBandwidth

CUDA Samples v12.8

CUDA Samples for release 12.8.

CUDA 12.8

• Updated build system across the repository to CMake. Removed Visual Studio project files and Makefiles.
• Removed the following outdated samples:
  • 0_Introduction
    • c++11_cuda demonstrating CUDA and C++ 11 interoperability (reason: obsolete)
    • concurrentKernels demonstrating the ability to run multiple kernels simultaneously (reason: obsolete)
    • cppIntegration demonstrating calling between .cu and .cpp files (reason: obsolete)
    • cppOverload demonstrating C++ function overloading (reason: obsolete)
    • simpleSeparateCompilation demonstrating NVCC compilation to a static library (reason: trivial)
    • simpleTemplates_nvrtc demonstrating NVRTC usage for simpleTemplates sample (reason: redundant)
    • simpleVoteIntrinsics_nvrtc demonstrating NVRTC usage for simpleVoteIntrinsics sample (reason: redundant)
  • 2_Concepts_and_Techniques
    • cuHook demonstrating dlsym hooks. (reason: incompatible with modern glibc)
  • 4_CUDA_Libraries
    • batchedLabelMarkersAndLabelCompressionNPP demonstrating NPP features (reason: some functionality removed from library)
  • 5_Domain_Specific
    • Legacy Direct3D 9 and 10 interoperability samples:
      • fluidsD3D9
      • simpleD3D10
      • simpleD3D10RenderTarget
      • simpleD3D10Texture
      • simpleD3D9
      • simpleD3D9Texture
      • SLID3D10Texture
      • VFlockingD3D10
  • 8_Platform_Specific/Tegra
    • Temporarily removed the following two samples pending updates:
      • nbody_screen demonstrating the nbody sample in QNX
      • simpleGLES_screen demonstrating GLES interop in QNX
• Moved the following Tegra-specific samples to a dedicated subdirectory: 8_Platform_Specific/Tegra
  • EGLSync_CUDAEvent_Interop
  • cuDLAErrorReporting
  • cuDLAHybridMode
  • cuDLALayerwiseStatsHybrid
  • cuDLALayerwiseStatsStandalone
  • cuDLAStandaloneMode
  • cudaNvSciNvMedia
  • fluidsGLES
  • nbody_opengles
  • simpleGLES
  • simpleGLES_EGLOutput

CUDA Samples v12.5

Updates CUDA Samples for 12.5

CUDA Samples v12.4.1

Minor Updates to CUDA Samples 12.4

CUDA Samples v12.4

Updating README with Confidential Computing notes

CUDA Samples v12.2

Full Changelog: v12.1...v12.2

CUDA Samples v12.3

Updating Samples for 12.3 and updating props files

Samples for CUDA 12.1

Samples for CUDA 12.1

CUDA 12.0 Samples

Samples for CUDA 12.0