[mlir][ArmSME] Lower extract from 2D scalable create_mask to psel (#96066)

Example:
```mlir
%mask = vector.create_mask %a, %b : vector<[4]x[8]xi1>
%slice = vector.extract %mask[%index]
           : vector<[8]xi1> from vector<[4]x[8]xi1>
```
Becomes:
```mlir
%mask_rows = vector.create_mask %a : vector<[4]xi1>
%mask_cols = vector.create_mask %b : vector<[8]xi1>
%slice = arm_sve.psel %mask_cols, %mask_rows[%index]
           : vector<[8]xi1>, vector<[4]xi1>
```

Note: While psel is under ArmSVE it requires SME (or SVE 2.1), so this
is currently the most logical place for this lowering.
This commit is contained in:
Benjamin Maxwell
2024-06-20 10:27:07 +01:00
committed by GitHub
parent 94fdfc1ca8
commit e2296d8295
6 changed files with 168 additions and 10 deletions

View File

@@ -1276,7 +1276,7 @@ def ConvertVectorToArmSME : Pass<"convert-vector-to-arm-sme"> {
Pass that converts vector dialect operations into equivalent ArmSME dialect
operations.
}];
let dependentDialects = ["arm_sme::ArmSMEDialect"];
let dependentDialects = ["arm_sme::ArmSMEDialect", "arm_sve::ArmSVEDialect"];
}
//===----------------------------------------------------------------------===//

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@@ -10,5 +10,6 @@ add_mlir_conversion_library(MLIRVectorToArmSME
LINK_LIBS PUBLIC
MLIRArmSMEDialect
MLIRArmSVEDialect
MLIRLLVMCommonConversion
)

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@@ -10,6 +10,7 @@
#include "mlir/Dialect/ArmSME/IR/ArmSME.h"
#include "mlir/Dialect/ArmSME/Utils/Utils.h"
#include "mlir/Dialect/ArmSVE/IR/ArmSVEDialect.h"
#include "mlir/Dialect/MemRef/IR/MemRef.h"
#include "mlir/IR/BuiltinTypes.h"
#include "llvm/Support/Casting.h"
@@ -719,16 +720,86 @@ struct FoldTransferWriteOfExtractTileSlice
}
};
/// Lower a `vector.extract` from a 2-D scalable `vector.create_mask` to
/// `arm_sve.psel`. Note: While psel is under ArmSVE it requires SME (or
/// SVE 2.1), so this is currently the most logical place for this lowering.
///
/// Example:
/// ```mlir
/// %mask = vector.create_mask %a, %b : vector<[4]x[8]xi1>
/// %slice = vector.extract %mask[%index]
/// : vector<[8]xi1> from vector<[4]x[8]xi1>
/// ```
/// Becomes:
/// ```
/// %mask_rows = vector.create_mask %a : vector<[4]xi1>
/// %mask_cols = vector.create_mask %b : vector<[8]xi1>
/// %slice = arm_sve.psel %mask_cols, %mask_rows[%index]
/// : vector<[8]xi1>, vector<[4]xi1>
/// ```
struct ExtractFromCreateMaskToPselLowering
: public OpRewritePattern<vector::ExtractOp> {
using OpRewritePattern<vector::ExtractOp>::OpRewritePattern;
LogicalResult matchAndRewrite(vector::ExtractOp extractOp,
PatternRewriter &rewriter) const override {
if (extractOp.getNumIndices() != 1)
return rewriter.notifyMatchFailure(extractOp, "not single extract index");
auto resultType = extractOp.getResult().getType();
auto resultVectorType = dyn_cast<VectorType>(resultType);
if (!resultVectorType)
return rewriter.notifyMatchFailure(extractOp, "result not VectorType");
auto createMaskOp =
extractOp.getVector().getDefiningOp<vector::CreateMaskOp>();
if (!createMaskOp)
return rewriter.notifyMatchFailure(extractOp, "source not CreateMaskOp");
auto maskType = createMaskOp.getVectorType();
if (maskType.getRank() != 2 || !maskType.allDimsScalable())
return rewriter.notifyMatchFailure(createMaskOp, "not 2-D scalable mask");
auto isSVEPredicateSize = [](int64_t size) {
return size > 0 && size <= 16 && llvm::isPowerOf2_32(uint32_t(size));
};
auto rowsBaseSize = maskType.getDimSize(0);
auto colsBaseSize = maskType.getDimSize(1);
if (!isSVEPredicateSize(rowsBaseSize) || !isSVEPredicateSize(colsBaseSize))
return rewriter.notifyMatchFailure(
createMaskOp, "mask dimensions not SVE predicate-sized");
auto loc = extractOp.getLoc();
VectorType rowMaskType = VectorType::Builder(maskType).dropDim(1);
VectorType colMaskType = VectorType::Builder(maskType).dropDim(0);
// Create the two 1-D masks at the location of the 2-D create_mask (which is
// usually outside a loop). This prevents the need for later hoisting.
rewriter.setInsertionPoint(createMaskOp);
auto rowMask = rewriter.create<vector::CreateMaskOp>(
loc, rowMaskType, createMaskOp.getOperand(0));
auto colMask = rewriter.create<vector::CreateMaskOp>(
loc, colMaskType, createMaskOp.getOperand(1));
rewriter.setInsertionPoint(extractOp);
auto position =
vector::getAsValues(rewriter, loc, extractOp.getMixedPosition());
rewriter.replaceOpWithNewOp<arm_sve::PselOp>(extractOp, colMask, rowMask,
position[0]);
return success();
}
};
} // namespace
void mlir::populateVectorToArmSMEPatterns(RewritePatternSet &patterns,
MLIRContext &ctx) {
patterns
.add<BroadcastOpToArmSMELowering, SplatOpToArmSMELowering,
TransferReadToArmSMELowering, TransferWriteToArmSMELowering,
TransposeOpToArmSMELowering, VectorLoadToArmSMELowering,
VectorStoreToArmSMELowering, VectorOuterProductToArmSMELowering,
VectorExtractToArmSMELowering, VectorInsertToArmSMELowering,
VectorPrintToArmSMELowering, FoldTransferWriteOfExtractTileSlice>(
&ctx);
patterns.add<BroadcastOpToArmSMELowering, SplatOpToArmSMELowering,
TransferReadToArmSMELowering, TransferWriteToArmSMELowering,
TransposeOpToArmSMELowering, VectorLoadToArmSMELowering,
VectorStoreToArmSMELowering, VectorOuterProductToArmSMELowering,
VectorExtractToArmSMELowering, VectorInsertToArmSMELowering,
VectorPrintToArmSMELowering, FoldTransferWriteOfExtractTileSlice,
ExtractFromCreateMaskToPselLowering>(&ctx);
}

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@@ -9,6 +9,7 @@
#include "mlir/Conversion/VectorToArmSME/VectorToArmSME.h"
#include "mlir/Dialect/ArmSME/IR/ArmSME.h"
#include "mlir/Dialect/ArmSVE/IR/ArmSVEDialect.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"

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@@ -192,3 +192,54 @@ func.func @vector_outerproduct_unknown_mask(%lhs : vector<[4]xf32>, %rhs : vecto
%0 = vector.mask %mask { vector.outerproduct %lhs, %rhs, %acc {kind = #vector.kind<add>} : vector<[4]xf32>, vector<[4]xf32> } : vector<[4]x[4]xi1> -> vector<[4]x[4]xf32>
"prevent.dce"(%0) : (vector<[4]x[4]xf32>) -> ()
}
// -----
/// Not SVE predicate-sized.
// CHECK-LABEL: @negative_vector_extract_to_psel_0
func.func @negative_vector_extract_to_psel_0(%a: index, %b: index, %index: index) -> vector<[32]xi1>
{
// CHECK-NOT: arm_sve.psel
%mask = vector.create_mask %a, %b : vector<[4]x[32]xi1>
%slice = vector.extract %mask[%index] : vector<[32]xi1> from vector<[4]x[32]xi1>
return %slice : vector<[32]xi1>
}
// -----
/// Source not 2-D scalable mask.
// CHECK-LABEL: @negative_vector_extract_to_psel_1
func.func @negative_vector_extract_to_psel_1(%a: index, %b: index, %index: index) -> vector<[8]xi1>
{
// CHECK-NOT: arm_sve.psel
%mask = vector.create_mask %a, %b : vector<4x[8]xi1>
%slice = vector.extract %mask[%index] : vector<[8]xi1> from vector<4x[8]xi1>
return %slice : vector<[8]xi1>
}
// -----
/// Source not vector.create_mask.
// CHECK-LABEL: @negative_vector_extract_to_psel_2
func.func @negative_vector_extract_to_psel_2(%mask: vector<[4]x[8]xi1>, %index: index) -> vector<[8]xi1>
{
// CHECK-NOT: arm_sve.psel
%slice = vector.extract %mask[%index] : vector<[8]xi1> from vector<[4]x[8]xi1>
return %slice : vector<[8]xi1>
}
// -----
/// Not psel-like extract.
// CHECK-LABEL: @negative_vector_extract_to_psel_3
func.func @negative_vector_extract_to_psel_3(%a: index, %b: index, %index: index) -> i1
{
// CHECK-NOT: arm_sve.psel
%mask = vector.create_mask %a, %b : vector<[4]x[8]xi1>
%el = vector.extract %mask[2, %index] : i1 from vector<[4]x[8]xi1>
return %el : i1
}

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@@ -1124,7 +1124,7 @@ func.func @vector_insert_element_f64(%el: f64, %row: index, %col: index) -> vect
}
//===----------------------------------------------------------------------===//
// vector.extract
// vector.extract --> arm_sme.move_tile_slice_to_vector
//===----------------------------------------------------------------------===//
// -----
@@ -1320,3 +1320,37 @@ func.func @vector_extract_element_f64(%row: index, %col: index) -> f64 {
%el = vector.extract %tile[%row, %col] : f64 from vector<[2]x[2]xf64>
return %el : f64
}
//===----------------------------------------------------------------------===//
// vector.extract --> arm_sve.psel
//===----------------------------------------------------------------------===//
// -----
// CHECK-LABEL: @dynamic_vector_extract_mask_to_psel(
// CHECK-SAME: %[[A:.*]]: index, %[[B:.*]]: index, %[[INDEX:.*]]: index)
func.func @dynamic_vector_extract_mask_to_psel(%a: index, %b: index, %index: index) -> vector<[8]xi1>
{
// CHECK: %[[MASK_ROWS:.*]] = vector.create_mask %[[A]] : vector<[4]xi1>
// CHECK: %[[MASK_COLS:.*]] = vector.create_mask %[[B]] : vector<[8]xi1>
// CHECK: arm_sve.psel %[[MASK_COLS]], %[[MASK_ROWS]][%[[INDEX]]] : vector<[8]xi1>, vector<[4]xi1>
%mask = vector.create_mask %a, %b : vector<[4]x[8]xi1>
%slice = vector.extract %mask[%index] : vector<[8]xi1> from vector<[4]x[8]xi1>
return %slice : vector<[8]xi1>
}
// -----
// CHECK-LABEL: @vector_extract_mask_to_psel(
// CHECK-SAME: %[[A:.*]]: index,
// CHECK-SAME: %[[B:.*]]: index)
func.func @vector_extract_mask_to_psel(%a: index, %b: index) -> vector<[2]xi1>
{
// CHECK: %[[C1:.*]] = arith.constant 1 : index
// CHECK: %[[MASK_ROWS:.*]] = vector.create_mask %[[A]] : vector<[16]xi1>
// CHECK: %[[MASK_COLS:.*]] = vector.create_mask %[[B]] : vector<[2]xi1>
// CHECK: arm_sve.psel %[[MASK_COLS]], %[[MASK_ROWS]][%[[C1]]] : vector<[2]xi1>, vector<[16]xi1>
%mask = vector.create_mask %a, %b : vector<[16]x[2]xi1>
%slice = vector.extract %mask[1] : vector<[2]xi1> from vector<[16]x[2]xi1>
return %slice : vector<[2]xi1>
}