Visdom Realtime

This project contains two scripts that enable Visdom updates in realtime.

Part 1: Metrics Writer.

Use this in your experiments to write relevant metrics to file that would populate visdom graphs.

Part 2: Reporter.

Run this while you run experiments so that your metrics are written to visdom in realtime.

More details below...

Metrics Writer

Simple writes a sequence of (float, int) pairs to file. Look at test.py for usage.

Reporter

A crude but effective metrics digest. Works with Visdom.

Depends on:

• numpy
• python-gflags
• visdom
• watchdog

Example Usage:

$ python -m visdom.server # in a separate terminal
$ python reporter.py \
    --state ./runs/.visdom_state.json \ # keeps state for the reporter
    --root ./runs \                     # crawls directory for experiments and metric files
    --suffix .metric \                  # file extension indicating a metric file
    --verbose