Description
DLProf Plugin for TensorBoard release for 20.11, 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
- Requires GPU Event files generated by DLProf v0.17.0 / r20.11.
- Ensure you have access and are logged into NGC. For step-by-step instructions, see the NGC Getting Started Guide.
- Install Docker and nvidia-docker. For DGX users, see Preparing to use NVIDIA Containers. For users other than DGX, see nvidia-docker installation documentation.
New Features
The key features of DLProf Plugin for TensorBoard v0.9.0 / r20.11 are:
- DLProf plugin now supports client/server architecture.
- All of the data is now in a relational database.
- Load times have improved for all graphs and views.
Known Issues
- Networks profiled in previous releases are not compatible with this release.
- TensorBoard v1.15 is not compatible with Firefox version 82.0.3 (64-bit). Either downgrade to FireFox version 81.0.2 (64-bit), or use the Chrome or Chromium browser instead.
Resolved Issues
- None