The COiLTRAiNE framework works with a central global module with all the default configurations. The configurations set data related things (dataset, input format), network architecture, training hyperparameters and others.
When executing any process, it first merges a configuration file with the central global module.
The configuration file is defined as a YAML files. Each file is associated with a exp batch, a folder grouping a set of exp alias that is the name of the YAML file. All exp batches are located inside the configs folder.
A fully commented configuration file can be found at configs/sample/resnet34.yaml