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Most of the documentation on how to use these tools can be found in either the main readme or the code readme. It may not be up to date (at the time of writing it isn't).

Details of how the settings parsing works, which is important to both code in this repository and the work repository, can be found on Settings and Run Settings.

Amazon EC2

You might be looking for the guide on setting up an amazon EC2 GPU.

Loading data in Pylearn2

Looked through the pylearn2 code to figure out how best to load our dataset into their framework. Notes on this are here. Did this in order to write the Pylearn2 data loading specification.