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* pytorch scatter -> scatter_reduce * WIP scatter_reduce implementation * _pre_scatter return type hint * split out src, mask to satisfy linter * Add src cast back in * dict of lambdas instead of ifs * sum and prod reduction ops with include_self * add reduce arg error message * add amax and amin reduction ops * Fix include_self for higher dims * Simplify * Simplify amax and amin too * Pull include_self logic out into _inv_mask function * reduce arg cannot be None for scatter_reduce * Fix self-mask issue * Add mean reduce op * Add tests * any() not needed here * remove comment * End support for Tensor src with reduce arg in tinygrad scatter * Process index, dim inside actual functions * Add scatter_reduce to onnx * Add excluded onnx ScatterElements reduction tests back in * Save 2 lines on the mask helpers * Update docs * Add include_self=False tests * cleanup * Remove unneeded helper function --------- Co-authored-by: chenyu <chenyu@fastmail.com>