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[mlir][Vector] Support vector.extract(xfer_read) folding with dynamic indices (#143269)
This PR is part of the last step to remove `vector.extractelement` and `vector.insertelement` ops. RFC: https://discourse.llvm.org/t/rfc-psa-remove-vector-extractelement-and-vector-insertelement-ops-in-favor-of-vector-extract-and-vector-insert-ops It adds support for folding `vector.transfer_read(vector.extract) -> memref.load` with dynamic indices, which is currently supported by `vector.extractelement`.
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mlir/lib/Dialect/Vector/Transforms/VectorTransferOpTransforms.cpp

Lines changed: 21 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -886,17 +886,31 @@ class RewriteScalarExtractOfTransferRead
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SmallVector<Value> newIndices(xferOp.getIndices().begin(),
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xferOp.getIndices().end());
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for (auto [i, pos] : llvm::enumerate(extractOp.getMixedPosition())) {
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assert(isa<Attribute>(pos) && "Unexpected non-constant index");
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int64_t offset = cast<IntegerAttr>(cast<Attribute>(pos)).getInt();
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int64_t idx = newIndices.size() - extractOp.getNumIndices() + i;
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OpFoldResult ofr = affine::makeComposedFoldedAffineApply(
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rewriter, extractOp.getLoc(),
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rewriter.getAffineSymbolExpr(0) + offset, {newIndices[idx]});
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if (auto value = dyn_cast<Value>(ofr)) {
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// Compute affine expression `newIndices[idx] + pos` where `pos` can be
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// either a constant or a value.
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OpFoldResult composedIdx;
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if (auto attr = dyn_cast<Attribute>(pos)) {
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int64_t offset = cast<IntegerAttr>(attr).getInt();
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composedIdx = affine::makeComposedFoldedAffineApply(
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rewriter, extractOp.getLoc(),
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rewriter.getAffineSymbolExpr(0) + offset, {newIndices[idx]});
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} else {
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Value dynamicOffset = cast<Value>(pos);
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AffineExpr sym0, sym1;
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bindSymbols(rewriter.getContext(), sym0, sym1);
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composedIdx = affine::makeComposedFoldedAffineApply(
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rewriter, extractOp.getLoc(), sym0 + sym1,
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{newIndices[idx], dynamicOffset});
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}
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// Update the corresponding index with the folded result.
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if (auto value = dyn_cast<Value>(composedIdx)) {
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newIndices[idx] = value;
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} else {
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newIndices[idx] = rewriter.create<arith::ConstantIndexOp>(
899-
extractOp.getLoc(), *getConstantIntValue(ofr));
913+
extractOp.getLoc(), *getConstantIntValue(composedIdx));
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}
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}
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if (isa<MemRefType>(xferOp.getBase().getType())) {

mlir/test/Dialect/Vector/scalar-vector-transfer-to-memref.mlir

Lines changed: 30 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -148,3 +148,33 @@ func.func @subvector_extract(%m: memref<?x?xf32>, %idx: index) -> vector<16xf32>
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return %1 : vector<16xf32>
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}
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// -----
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// CHECK: #[[$MAP:.*]] = affine_map<()[s0, s1] -> (s0 + s1)>
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// CHECK-LABEL: func @transfer_read_1d_extract_dynamic(
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// CHECK-SAME: %[[MEMREF:.*]]: memref<?xf32>, %[[M_IDX:.*]]: index, %[[E_IDX:.*]]: index
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// CHECK: %[[APPLY:.*]] = affine.apply #[[$MAP]]()[%[[M_IDX]], %[[E_IDX]]]
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// CHECK: %[[RES:.*]] = memref.load %[[MEMREF]][%[[APPLY]]]
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func.func @transfer_read_1d_extract_dynamic(%m: memref<?xf32>, %idx: index,
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%offset: index) -> f32 {
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%cst = arith.constant 0.0 : f32
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%vec = vector.transfer_read %m[%idx], %cst {in_bounds = [true]} : memref<?xf32>, vector<5xf32>
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%elem = vector.extract %vec[%offset] : f32 from vector<5xf32>
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return %elem : f32
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}
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// -----
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// CHECK: #[[$MAP:.*]] = affine_map<()[s0, s1] -> (s0 + s1)>
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// CHECK-LABEL: func @transfer_read_2d_extract_dynamic(
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// CHECK-SAME: %[[MEMREF:.*]]: memref<?x?xf32>, %[[ROW_IDX:.*]]: index, %[[COL_IDX:.*]]: index, %[[ROW_OFFSET:.*]]: index, %[[COL_OFFSET:.*]]: index
171+
// CHECK: %[[ROW_APPLY:.*]] = affine.apply #[[$MAP]]()[%[[ROW_IDX]], %[[ROW_OFFSET]]]
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// CHECK: %[[COL_APPLY:.*]] = affine.apply #[[$MAP]]()[%[[COL_IDX]], %[[COL_OFFSET]]]
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// CHECK: %[[RES:.*]] = memref.load %[[MEMREF]][%[[ROW_APPLY]], %[[COL_APPLY]]]
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func.func @transfer_read_2d_extract_dynamic(%m: memref<?x?xf32>, %row_idx: index, %col_idx: index,
175+
%row_offset: index, %col_offset: index) -> f32 {
176+
%cst = arith.constant 0.0 : f32
177+
%vec = vector.transfer_read %m[%row_idx, %col_idx], %cst {in_bounds = [true, true]} : memref<?x?xf32>, vector<10x5xf32>
178+
%elem = vector.extract %vec[%row_offset, %col_offset] : f32 from vector<10x5xf32>
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return %elem : f32
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}

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