/utcte

Examples for Universal Training Control Tools

Primary LanguagePythonMIT LicenseMIT

Examples for Universal Training Control Tools

A set examples of using UTCT for various classification/regression tasks.

Remarks

All scripts must be runned from the root of the repository, e.g. for MXNet-version of MNIST training:

python mnist/MXNet/train.py

Visualization of learning curves

Any training script usually creates a project subdirectory in the working director with all working files. One of them is a *_score.log file with tabulated learning curves. You can visualize this curves by using R-script utct/common/observe.R. This script starts a web-server and has two arguments:

  • the path to score_ref.csv file (this file is in the working directory),
  • port for web-server (the defalut value is 6006). After starting this script you can see curve plots in your web-browser by the address http://localhost:6006.