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Developers can get off to a running start with Turing, our new GPU architecture , using our latest software tools. Unveiled last month, Turing is one of the biggest leaps in computer graphics in 20 years. The CUDA parallel computing platform and programming model allows developers to harness the power of GPUs to accelerate compute-intensive applications.
Learn more and download CUDA It allows them to focus on training neural networks and developing software applications rather than spending time on low-level GPU performance tuning.
Deep learning frameworks using cuDNN 7. Turing GPUs are loaded with Tensor Cores that accelerate deep learning inference, which is when neural networks are deployed in the field. These cores accelerate applications such as natural language processing, recommender apps and neural machine translation.
In addition to Linux, TensorRT 5 introduces support for new operating systems: NCCL enables fast communication between GPUs across various network interfaces, allowing deep learning frameworks to deliver efficient multi-node, multi-GPU training at scale.
Turing enables real-time ray tracing, AI and advanced shading techniques to bring virtual reality experiences to a level of realism far beyond the capabilities of traditional VR rendering. It will also accelerate the next generation of ultra-wide field of view headsets with multi-view rendering. The Nsight tool suite equips developers with powerful debugging and profiling tools to optimize performance, analyze bottlenecks and observe system activities. Nsight Systems helps developers identify bottlenecks across their CPUs and GPUs, providing the insights needed to optimize their software.
The new version includes CUDA 10 support and other enhancements. The current version offers fast data collection of detailed performance metrics and API debugging via a user interface and command line tool. Nsight Visual Studio Edition is an application development environment that allows developers to build, debug, profile and trace GPU applications.
The new version includes graphics debugging with ray-tracing support and enhanced compute debugging and analysis with CUDA 10 support. Nsight Graphics supports debugging, profiling and exporting frames built with popular graphics APIs. The new version makes GPU Trace publicly available and adds support for Vulkan ray tracing extensions. Learn more and download cuDNN. Learn more and download TensorRT. Learn more and download NCCL. Learn more and register to be notified.
VRWorks Graphics SDK Turing enables real-time ray tracing, AI and advanced shading techniques to bring virtual reality experiences to a level of realism far beyond the capabilities of traditional VR rendering.
Giving Developers More Tools Nsight Suite The Nsight tool suite equips developers with powerful debugging and profiling tools to optimize performance, analyze bottlenecks and observe system activities.
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