Description
DLProf Plugin for TensorBoard release for 20.08, available in the NVIDIA TensorFlow 1.x, TensorFlow 2.x, and PyTorch containers on NGC.
Requirements
- Requires GPU Event files generated by DLProf v0.14.0 / r20.08.
- 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 v0.6.0 / r20.08 are:
- Enabled column filtering in all data tables.
- Prevented all durations from wrapping in the data tables.
- Added new ‘Direction’ and ‘Stack Trace’ columns in Op Node and Top10 GPU Ops data tables for PyTorch networks.
- Added Iteration Summary panel to Dashboard for a quick visualization of profiled network.
Known Issues
- This software is only accessible in the NGC TensorFlow container.
- This software is only supported for TensorBoard 1.15.
Resolved Issues
- None