DLProf Plugin for TensorBoard 21.02 Release Notes

DLProf Plugin for TensorBoard 21.02 Release Notes (PDF)

Description

DLProf Plugin for TensorBoard release for 21.02, 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.

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Requirements

New Features

The key features of DLProf Plugin for TensorBoard v0.11.0 / r21.02 are:

  • The DLPROF extensions of Google’sGRAPHS plugin in Tensorboard in a TensorFlow 2.x container have been removed.
  • The DLProf extensions of Google’s GRAPHS plugin in TensorBoard in a TensorFlow 1.x container are deprecated and will be removed in a future release.
  • All panels and tables that contain ops now have a an 'Op ID' column.
  • Columns can now be filtered on the Iteration Summary Panel.
  • Tables are not automatically sorted when focus is placed inside any column header filter.

Known Issues

  • Networks profiled in previous releases are not compatible with this release.
  • Firefox Alert: Google’s TensorBoard v1.15 is not compatible with Firefox version 82.0.3 (64-bit) or greater. Consequently, the DLProf plugin shows a blank or empty screen.

    Corrective Action: Either downgrade to FireFox version 81.0.2 (64-bit) (and turn off the auto upgrade feature), or use the Chrome, Opera, or Chromium browser instead.

Resolved Issues

  • None
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