lsat

Code accompanying the paper Least Squares Auto-Tuning.

Installation

We use conda for python package management. To install our lsat environment, run the following commands while in the repository:

$ conda env create -f environment.yml
$ conda activate lsat

Tests

To run tests, run (with the lsat environment activated):

$ python lstsq.py

You should see "All tests passed!".

MNIST example

To run the MNIST example described in the paper, type into a terminal (with the lsat environment activated):

$ python mnist.py # to download the data
$ python mnist_example.py # to run the script