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Dev/cooking fine tuning: optional output saving

Alexander Lynch requested to merge dev/cooking_fine_tuning into master

added functionality to optionally save off test set detections. Added two parameters in the FsDet config to fascilitate this (work_dir and save_inference_outputs). I've also added a task config for a custom dataset.

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