facebookresearch/HolisticTraceAnalysis

Is there any visualization tool for HTA, similar to the visualization interface of tensorboard plugin?

Opened this issue · 4 comments

What is your question?

Is there any visualization tool for HTA, similar to the visualization interface of tensorboard plugin?

Code

kernel_type_metrics_df
kernel_type sum percentage
0 COMMUNICATION 171780 61.6
1 COMPUTATION 83182 29.8
2 COMPUTATION overlapping COMMUNICATION 23056 8.3
3 COMMUNICATION overlapping MEMORY 479 0.2
4 MEMORY 169 0.1
5 COMPUTATION overlapping COMMUNICATION overlapp... 12 0.0
6 COMPUTATION overlapping MEMORY 2 0.0

What have you tried?

I didn’t find any relevant documentation in the Pytorch community.

Environment

OS (Linux ):
OS version:ubuntu2004
Python version: 3.10
HTA version: 0.2.0
How did you installed HTA (pip, source):pip

~/HolisticTraceAnalysis/examples# ipython memory_analysis_demo.ipynb
File /opt/conda/lib/python3.10/site-packages/plotly/io/_base_renderers.py:675, in open_html_in_browser(html, using, new, autoraise)
672 browser = None
674 if using is None:
--> 675 browser = webbrowser.get(None)
676 else:
677 if not isinstance(using, tuple):

File /opt/conda/lib/python3.10/webbrowser.py:65, in get(using)
63 elif command[0] is not None:
64 return command0
---> 65 raise Error("could not locate runnable browser")

Error: could not locate runnable browser

when i use tensorboard, the param "--bind_all" solves my problem, what can i do when use HTA
tensorboard --logdir=./samples --bind_all

@GuWei007 not too familiar with how tensorboard integrates with things, HTA was mainly written to work with ipython notebooks / plotly. @aaronenyeshi you have any idea on tensorboard

Sorry, Tensorboard Plugin has been deprecated. @GuWei007 , do you have any screenshots of what kinds of visualizations from tensorboard that you would like to propose for HTA?