AI / Deep Learning |

NVIDIA announces Nsight Systems 2019.1

NVIDIA Nsight Systems 2019.1 is now available for download.  In this release, we introduce a wide range of new features, refinements, and fixes.  The enhancements aim to improve a user’s ability to analyze neural network performance, locate graphical stutter, and increase pattern discoverability. Find out more at:
Nsight Systems is an indispensable system-wide performance analysis tool.  With it, developers can visualize application algorithms, identify large optimization opportunities, and tune/scale efficiently across CPUs and GPUs.

Visualizing DNN layers on the GPU in TensorFlow with NVTX annotations

D3D12 stutter analysis detecting a long frame in Raytracing MiniEngine

Nsight Systems is part of a larger family of Nsight tools.  A developer can start with Nsight Systems to see the big picture and avoid picking less efficient optimizations based on assumptions and false-positive indicators.  If the system-wide view of CPU-GPU interactions indicates large GPU workloads are a bottleneck, then Nsight Graphics and Nsight Compute can further assist in deeper analysis.
Contact us at our forums and visit our page to download Nsight Systems.