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authorNicolas Vasilache <ntv@google.com>2020-01-21 19:37:18 -0500
committerNicolas Vasilache <ntv@google.com>2020-01-21 19:37:54 -0500
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parente03ead6771fc97b11cb0c94b7f023142184ad25f (diff)
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[mlir][Linalg] Add tensor support to Linalg EDSC Builders
Summary: This diff extends the Linalg EDSC builders so we can easily create mixed tensor/buffer linalg.generic ops. This is expected to be useful for HLO -> Linalg lowering. The `StructuredIndexed` struct is made to derive from `ValueHandle` and can now capture a type + indexing expressions. This is used to represent return tensors. Pointwise unary and binary builders are extended to allow both output buffers and return tensors. This has implications on the number of region arguments. Reviewers: ftynse, herhut, hanchung, asaadaldien, stellaraccident Reviewed By: asaadaldien Subscribers: merge_guards_bot, mehdi_amini, rriddle, jpienaar, burmako, shauheen, antiagainst, arpith-jacob, mgester, lucyrfox, aartbik, liufengdb, llvm-commits Tags: #llvm Differential Revision: https://reviews.llvm.org/D72863
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