CUDA Toolkit | NVIDIA Developer

CUDA Toolkit Develop, Optimize and Deploy GPU-Accelerated Apps The NVIDIA® CUDA® Toolkit provides a development environment for creating high performance ... SkiptomaincontentDEVELOPBREAKTHROUGHSJointheNVIDIADeveloperProgramforaccesstohundredsofSDK's,performanceanalysistools,trainingcourses,andmore.LearnMoreNVIDIAON-DEMANDJointheNVIDIADeveloperProgramtowatchtechnicalsessionsfromconferencesaroundtheworld. ViewCatalogPreviousNextHomeHighPerformanceComputingCUDAToolkitCUDAToolkitCUDAToolkitDevelop,OptimizeandDeployGPU-AcceleratedAppsTheNVIDIA®CUDA®ToolkitprovidesadevelopmentenvironmentforcreatinghighperformanceGPU-acceleratedapplications.WiththeCUDAToolkit,youcandevelop,optimize,anddeployyourapplicationsonGPU-acceleratedembeddedsystems,desktopworkstations,enterprisedatacenters,cloud-basedplatformsandHPCsupercomputers.ThetoolkitincludesGPU-acceleratedlibraries,debuggingandoptimizationtools,aC/C++compiler,andaruntimelibrarytobuildanddeployyourapplicationonmajorarchitecturesincludingx86,ArmandPOWER.Usingbuilt-incapabilitiesfordistributingcomputationsacrossmulti-GPUconfigurations,scientistsandresearcherscandevelopapplicationsthatscalefromsingleGPUworkstationstocloudinstallationswiththousandsofGPUs.DownloadNowCUDA11FeaturesToviewthisvideopleaseenableJavaScript,andconsiderupgradingtoawebbrowserthatsupportsHTML5videoCUDA11introducessupportfortheNVIDIAAmperearchitecture,Armserverprocessors,performance-optimizedlibraries,andnewdevelopertoolcapabilities.SupportfortheNVIDIAAmperearchitectureincludesnextgenerationTensorCores,mixedprecisionmodes,Multi-InstanceGPU(MIG),advancedmemorymanagement,andstandardC++/Fortranparallellanguageconstructs.LearnMoreGTCDigitalWebinarsDivedeeperintothelatestCUDAfeatures.InsidetheNVIDIAAmpereArchitectureExplorewhat'snewwiththeNVIDIAAmpereArchitecture,anditsimplementationinNVIDIAA100.WatchRecordingCUDANewFeaturesandBeyondLearnwhat'snewintheCUDAToolkit,includingthelatestandgreatestfeaturesintheCUDAlanguage,compiler,libraries,andtools—andasneakpeekatwhat'scomingupoverthenextyear.WatchRecordingCUDAonNVIDIAAmpereGPUArchitectureLearnhowtoleveragetheNVIDIAAmpereArchitecturecapabilitiestotakeyouralgorithmstothenextlevelofperformanceWatchRecordingCustomerStoriesSeehowdevelopers,scientists,andresearchersareusingCUDAtoday.CUDAEcosystemExplorethetopcomputeandgraphicspackageswithbuilt-inCUDAintegration.ResourcesCUDADocumentation/ReleaseNotesCUDA11FeaturesRevealedAnEvenEasierIntroductiontoCUDAAllCUDADevBlogsCUDAonWSLCUDA-XLibrariesTrainingNsightDeveloperToolsAccelerateApplicationsonNVIDIAAmpereSampleCodeForumsSubmitabugDownloadCUDAtoday.DownloadNowTutorialsGuidetoComputerVision:WhyItMattersandHowItHelpsSolveProblemsMarch21,2022AcceleratingLosslessGPUCompressionwithNewFlexibleInterfacesinNVIDIAnvCOMPMarch18,2022DeliveringOne-ClickVRStreamingUsingInnoactivePortalandNVIDIACloudXRMarch14,2022ManagingEdgeAIwiththeNVIDIALaunchPadFreeTrialMarch11,2022AcceleratingQuantumCircuitSimulationwithNVIDIAcuStateVecMarch9,2022SeeMoreNewsMeettheExpertsLeadingInnovativeDLIWorkshopsatNVIDIAGTCMarch17,2022SendInstantBusinessPaymentswithPhotonCommerce’sFinancialAIPlatform  March16,2022ExpandingHybrid-CloudSupportinVirtualizedDataCenterswithNewNVIDIAAIEnterpriseIntegrationsMarch14,2022JetsonProjectoftheMonth:CreatingIntelligentMusicwiththeNeurorackDeepAI-basedSynthesizerMarch14,2022LatestReleasesandResources:March10-16March10,2022SeeMore