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Add flag to force full precision, add tests to see what it does

Dan Guest requested to merge dguest/training-dataset-dumper:full-prec into r22

This adds a command line option to force full precision for types that are specified as half precision in the configuration. The main use is to makes sure nothing is obviously overflowing / being truncated. Probably also useful to debug exported networks.

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