Add prestep and poststep, various fixes around trainer #77
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Signed-off-by: Towaki Takikawa <tovacinni@gmail.com>
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Breaking changes: any class that overrides BaseTrainer will have to change a lot of the function signatures to not take in epochs (which were redundant)
Signed-off-by: Towaki Takikawa tovacinni@gmail.com