DLProf Plugin for TensorBoard 21.03 Release Notes

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DLProf Plugin for TensorBoard release for 21.03, 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 v1.0.0 / r21.03 are:

  • Users can select a new iteration key node and iteration boundaries directly in TensorBoard.
    • Data will automatically aggregate all profile data with the key node and iteration boundaries.
  • All reports and views dynamically generate results base on last profile data aggregation.
  • Support for Jupyter Lab.

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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