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DLProf Plugin for TensorBoard 21.02 Release Notes


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.



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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