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Implement cummax op. Fixes #8230
Cummax returns a tuple of (values, indices). This PR uses the
ReduceWindowWithGeneralPadding
XLA op (padding + window reducer for cumulative values) to implement it similar to cumsum/cumprod. The only difference is that the indices will be passed to theReduceWindowWithGeneralPadding
op along with the values, and a new reducer is implemented to look at both the value and index of input and return a tuple of (max_value, max_index).