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If you do not agree with the terms and conditions of the licenseAgreement, then do not download or use the software.Quick Start Guide This guide provides the minimal first-steps instructions for installation and verifying CUDA on a standard system. EULA The CUDA Toolkit End User License Agreement applies to the NVIDIA CUDA Toolkit, theNVIDIA CUDA Samples, the NVIDIA Display Driver, NVIDIA Nsight tools (Visual StudioEdition), and the associated documentation on CUDA APIs, programming model andDevelopment tools. Release Notes The Release Notes for the CUDA Toolkit. Such as the design of different logos you use, the color palette, fonts used for the brand design, etc.Think about when you hire a third-party agency to run an ad campaign.

ThisNVIDIA Ampere GPU Architecture Compatibility Guide This application note is intended to helpProperly on GPUs based on the NVIDIA Ampere GPU Architecture. ThisTuring Compatibility Guide This application note is intended to helpProperly on GPUs based on the NVIDIA Turing Architecture. ThisVolta Compatibility Guide This application note is intended to helpProperly on GPUs based on the NVIDIA Volta Architecture.
ThisAdditional speedups by leveraging Pascal architectural features.Volta Tuning Guide Volta is NVIDIA's 6th-generationThe best practices for the Pascal architecture should typically seeSpeedups on the Volta architecture without any code changes. ThisAdditional speedups by leveraging Maxwell architectural features.Pascal Tuning Guide Pascal is NVIDIA's 5th-generationThe best practices for the Maxwell architecture should typically seeSpeedups on the Pascal architecture without any code changes. ThisGuide summarizes the ways that applications can be fine-tuned to gainAdditional speedups by leveraging Kepler architectural features.Maxwell Tuning Guide Maxwell is NVIDIA's 4th-generationThe best practices for the Kepler architecture should typically seeSpeedups on the Maxwell architecture without any code changes. Applications that followThe best practices for the Fermi architecture should typicallySee speedups on the Kepler architecture without any code changes.
ItDescribes available assembler statement parameters and constraints, andThe document also provides a list of some pitfalls that you mayCUDA Occupancy Calculator The CUDA Occupancy Calculator allows you to compute the multiprocessor occupancy of a GPU by a given CUDA kernel. Instead, use the NVIDIAPTX Interoperability This document shows how to write PTX that isABI-compliant and interoperable with other CUDA code.Inline PTX Assembly This document shows how to inline PTX (parallelThread execution) assembly language statements into CUDA code. Video Decoder NVIDIA Video Decoder (NVCUVID) is deprecated. PTX exposes the GPU as aDeveloper Guide for Optimus This document explains how CUDA APIs can be used to query for GPU capabilities in NVIDIA Optimus systems. ThisAdditional speedups by leveraging NVIDIA Ampere GPU Architecture's features.PTX ISA This guide provides detailed instructions on theUse of PTX, a low-level parallel thread execution virtual machine andInstruction set architecture (ISA). ThisAdditional speedups by leveraging Turing architectural features.NVIDIA Ampere GPU Architecture Tuning Guide NVIDIA Ampere GPU Architecture is NVIDIA's 8th-generationThe best practices for the NVIDIA Volta architecture should typically seeSpeedups on the NVIDIA Ampere GPU Architecture without any code changes.
CUDA C++ Standard Library The API reference for libcu++, the CUDA C++ standard library. CUB The user guide for CUB. It allowsThe user to access the computational resources of NVIDIA Graphical Processing Unit (GPU), but does not auto-parallelize acrossNVBLAS The NVBLAS library is a multi-GPUs accelerated drop-in BLAS (Basic Linear Algebra Subprograms) built on top of the NVIDIANvJPEG The nvJPEG Library provides high-performance GPU accelerated JPEGDecoding functionality for image formats commonly used in deep learning and hyperscaleCuFFT The cuFFT library user guide. CuBLAS The cuBLAS library is an implementation of BLAS (Basic Linear Algebra Subprograms) on top of the NVIDIA CUDA runtime.

It describes each code sample,Lists the minimum GPU specification, and provides links to the sourceThis document describes the demo applications shipped with the CUDA Demo Suite. PTX Compiler API ReferencesThis guide shows how to compile a PTX program into GPU assembly code usingAPIs provided by the static PTX Compiler library.CUDA Samples This document contains a complete listing of the code samples that areIncluded with the NVIDIA CUDA Toolkit.
