Support for schedulefree optimizer #477
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This implements the schedule free optimizer (https://github.com/facebookresearch/schedule_free) and adds it as an optional dependency.
Initial tests suggest a slight improvement over adamW using 3BPA as a test system.
This PR also fixes a small bug for writing
config.yamlfiles when training a single layer model.