[Mlir-commits] [llvm] [mlir] [mlir][Interfaces] Add `SubsetOpInterface` and `SubsetExtractionOpInterface` (PR #70617)
Nicolas Vasilache
llvmlistbot at llvm.org
Tue Oct 31 01:27:19 PDT 2023
================
@@ -1,34 +1,113 @@
-//===-- SubsetInsertionOpInterface.td - Tensor Subsets -----*- tablegen -*-===//
+//===-- SubsetOpInterface.td - Tensor Subsets --------------*- tablegen -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
-#ifndef SUBSET_INSERTION_OP_INTERFACE
-#define SUBSET_INSERTION_OP_INTERFACE
+#ifndef SUBSET_OP_INTERFACE
+#define SUBSET_OP_INTERFACE
include "mlir/IR/OpBase.td"
-def SubsetInsertionOpInterface : OpInterface<"SubsetInsertionOpInterface"> {
+def SubsetOpInterface : OpInterface<"SubsetOpInterface"> {
let description = [{
- This interface can be implemented by ops that insert a source tensor into
- a destination tensor.
-
- The elements in the destination tensor that are overwritten by this
- insertion are called the "subset". How the subset is defined is up to the
- op. E.g., "tensor.insert_slice" defines the subset via a hyperrectangular
- slice. A scatter operation could define the subset via a list of indices.
-
- Ops that deal with tensor subsets come in two flavours:
- - Insertion flavor: Ops that insert a source tensor into a destination
- tensor at the specified subset. Such ops usually return a new destination
- tensor and implement the `DestinationStyleOpInterface`. Insertion ops can
- implement the `SubsetInsertionOpInterface`. Example: "tensor.insert_slice"
- - Extraction flavor: Ops that define a tensor subset. They extract a
- specified subset from a tensor. There is currently no op interface for
- such ops. Example: "tensor.extract_slice"
+ This interface can be implemented by ops that operate on tensor subsets. A
+ "subset" is a part of a tensor. This interface describes the subset that
----------------
nicolasvasilache wrote:
One thing to note is that this should not be limited to tensor operands, memref operands should also be supported.
https://github.com/llvm/llvm-project/pull/70617
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