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segment model revamp #38

@stephandooper

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@stephandooper

For the segmentation approach, change the following behaviours as refactors:

  1. Reducers should become full custom autograd functions with extensible element-wise functions f(x) and g(x), to be applied just before, and just after aggregation (sum/mean)
  2. seen_masks currently construct a full H,W map of seen indices. See if this can be done tile-wise

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