Add optionalized multistage module, add linear incrementing stage #50
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What does this PR do?
Add a version of the multistage module that can do a few additional optional things, otherwise it should allow the same functionality of the existing multistage module.
Added new experiment config for M2 to make use of this new model, linear single stages, no internal softmaxing and residual single stage combination.