DLProf Viewer 21.06 Release Notes

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Description

DLProf Viewer for release for 21.06, available in the NVIDIA TensorFlow 1.x, TensorFlow 2.x, and PyTorch containers on NGC, and as a Python Wheel on the NVIDIA PY Index.

Requirements

New Features

The key features of DLProf Plugin for TensorBoard v1.2.0 / r21.06 are:

  • DLProf plugin is no longer embedded in TensorBoard. DLProf Viewer is now using web services provided by Gunicorn and Django.
  • Added a new Resource Usage Breakdown panel to main dashboard.
  • Added Memory duration and CPU duration to existing iteration charts.
  • The Email Us link and Online Documentation link have moved from the Navigation Panel to the right hand side of the new Navbar.
  • Removed the Op GPU Time panel from main dashboard.
  • Removed Input Shapes column from Ops And Kernels view and Iterations by Op view.

Known Issues

  • Networks profiled in previous releases are not compatible with this release.

Resolved Issues

  • None
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