New Nsight Systems and Nsight Compute Highlights

The latest updates to NVIDIA Nsight™ Systems and NVIDIA Nsight™ Compute help users visualize how their applications are utilizing the available hardware and taking advantage of the latest CUDA features. This video introduces the new UVM page fault tracing and GPU metrics sampling features in Nsight Systems 2021.2. These features provide information on the performance of various GPU resources like SMs, Tensor Cores, and memory, all correlated with CPU and GPU activities on a timeline. The video then demos the new resource tracking capabilities in Nsight Compute 2021.1 which provide API tracing for CUDA user objects, stream capture, and asynchronous sub-allocations. In order to fix a performance issue, you need to see it first. The new features introduced in this video help you do exactly that. For more information see the links below: Nsight Systems: https://developer.nvidia.com/nsight-systems Nsight Compute: https://developer.nvidia.com/nsight-compute