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
- Requires DLProf SQLite database files generated by DLProf v1.2.
- 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 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