Skip to content

README.md

Latest commit

 

History

History
39 lines (26 loc) · 751 Bytes

README.md

File metadata and controls

39 lines (26 loc) · 751 Bytes

tb-reader

TensorBoard Log Parser

Support

  • Scalar Graph

Usage

Install

Pip Install

$ pip install git+https://github.com/ildoonet/tbreader.git

Git Submodule

You can include this repo as a git submodule.

Example

tensorboard screenshot

>>> from tbreader import get_lognames
>>>
>>> get_lognames('/data/private/cnn/logs')
['experiment-a', 'experiment-b', ...]
>>> parse_tags('/data/private/cnn/logs', 'experiment-a', 'loss')
[ScalarEvent(wall_time=1548748843.2184224, step=0, value=40.20000076293945), ScalarEvent(wall_time=1548749019.8741286, step=1, value=55.04999923706055), ...]

ScalarEvent have 3 attributes.

  • wall_time
  • step
  • value (in this example, it is a loss value)