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Installation Guides

Quick Start Guide
Installation Guide Windows
Installation Guide Linux

Programming Guides

Programming Guide
Best Practices Guide
Maxwell Compatibility Guide
Pascal Compatibility Guide
Volta Compatibility Guide
Turing Compatibility Guide
NVIDIA Ampere GPU Architecture Compatibility Guide
Hopper Compatibility Guide
NVIDIA ADA GPU Architecture Compatibility Guide
Maxwell Tuning Guide
Pascal Tuning Guide
Volta Tuning Guide
Turing Tuning Guide
NVIDIA Ampere GPU Architecture Tuning Guide
Hopper Tuning Guide
NVIDIA Ada GPU Architecture Tuning Guide
PTX ISA
Developer Guide for Optimus
Video Decoder
PTX Interoperability
Inline PTX Assembly

CUDA API References

CUDA Runtime API
CUDA Driver API
CUDA Math API
cuBLAS
cuDLA API
NVBLAS
nvJPEG
cuFFT
CUB
CUDA C++ Standard Library
cuFile API Reference Guide
cuRAND
cuSPARSE
NPP
nvJitLink
NVRTC (Runtime Compilation)
cuSOLVER
CUDA Tile C++ API Reference

PTX Compiler API References

PTX Compiler APIs

Miscellaneous

CUDA Demo Suite
CUDA on WSL
Multi-Instance GPU (MIG)
CUPTI
Debugger API
GPUDirect RDMA
GPUDirect Storage
vGPU

Tools

NVCC
CUDA-GDB
Compute Sanitizer
Nsight Eclipse Plugins Installation Guide
Nsight Eclipse Plugins Edition
Nsight Systems
Nsight Compute
Nsight Visual Studio Edition
CUDA Binary Utilities
Compile Time Advisor

White Papers

Floating Point and IEEE 754
Incomplete-LU and Cholesky Preconditioned Iterative Methods

Application Notes

CUDA for Tegra

Compiler SDK

libNVVM API
libdevice User’s Guide
NVVM IR

Cuda Toolkit

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Last updated on Jul 15, 2026.