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Umang Yadav authored
In migraphx, DepthToSpace (d2s) is implemented as reshape --> transpose --> contiguous --> reshape. This PR adds matcher to find d2s + unary pointwise ops. Application of the matcher moves the pointwise unary operation before the contiguous and reshape of the d2s. So it becomes reshape --> transpose --> unary --> contiguous --> reshape. Motivation is that, later pointwise module would be created out of unary --> contiguous --> reshape. Codegen for this pointwise module can write out buffer such that explicit contiguous and reshape wouldn't be required. This transformation is not always guaranteed to improve performance, since unary op will operate on non-standard shape. So, we would need some tuning mechanism to make decision. #905 pending PR for binary operations.
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