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[mlir][ArmSME] Merge consecutive arm_sme.intr.zero ops #106215

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Aug 29, 2024
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36 changes: 36 additions & 0 deletions mlir/lib/Conversion/ArmSMEToLLVM/ArmSMEToLLVM.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@
#include "mlir/Dialect/Vector/IR/VectorOps.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Transforms/DialectConversion.h"
#include "llvm/ADT/ScopeExit.h"

namespace mlir {
#define GEN_PASS_DEF_CONVERTARMSMETOLLVM
Expand Down Expand Up @@ -481,6 +482,9 @@ struct ZeroOpConversion : public ConvertArmSMEOpToLLVMPattern<arm_sme::ZeroOp> {
loc, rewriter.getI32IntegerAttr(zeroMask));

// Create a placeholder op to preserve dataflow.
// Note: Place the `get_tile` op at the start of the block. This ensures
// that if there are multiple `zero` ops the intrinsics will be consecutive.
rewriter.setInsertionPointToStart(zero->getBlock());
rewriter.replaceOpWithNewOp<arm_sme::GetTileOp>(zero, zero.getVectorType());

return success();
Expand Down Expand Up @@ -855,6 +859,36 @@ struct StreamingVLOpConversion
}
};

/// Merges consecutive `arm_sme.intr.zero` operations in a block by bitwise
/// or-ing the zero masks. Note: In future the backend _should_ handle this.
static void mergeConsecutiveTileZerosInBlock(Block *block) {
uint32_t mergedZeroMask = 0;
SmallVector<arm_sme::aarch64_sme_zero, 16> zeroOpsToMerge;
auto replaceMergedZeroOps = [&] {
auto cleanup = llvm::make_scope_exit([&] {
mergedZeroMask = 0;
zeroOpsToMerge.clear();
});
if (zeroOpsToMerge.size() <= 1)
return;
IRRewriter rewriter(zeroOpsToMerge.front());
rewriter.create<arm_sme::aarch64_sme_zero>(
zeroOpsToMerge.front().getLoc(),
rewriter.getI32IntegerAttr(mergedZeroMask));
for (auto zeroOp : zeroOpsToMerge)
rewriter.eraseOp(zeroOp);
};
for (Operation &op : *block) {
if (auto zeroOp = dyn_cast<arm_sme::aarch64_sme_zero>(op)) {
mergedZeroMask |= zeroOp.getTileMask();
zeroOpsToMerge.push_back(zeroOp);
} else {
replaceMergedZeroOps();
}
}
replaceMergedZeroOps();
}

} // namespace

namespace {
Expand All @@ -879,6 +913,8 @@ struct ConvertArmSMEToLLVMPass
if (failed(applyPartialConversion(function, target, std::move(patterns))))
signalPassFailure();

function->walk(mergeConsecutiveTileZerosInBlock);

// Walk the function and fail if there are unexpected operations on SME
// tile types after conversion.
function->walk([&](Operation *op) {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,7 @@
/// These are obviously redundant, but there's no checks to avoid this.
func.func @use_too_many_tiles() {
%0 = arm_sme.zero : vector<[4]x[4]xi32>
"test.prevent_zero_merge"() : () -> ()
%1 = arm_sme.zero : vector<[4]x[4]xi32>
// expected-warning @below {{failed to allocate SME virtual tile to operation, tile value will go through memory, expect degraded performance}}
%2 = arm_sme.zero : vector<[8]x[8]xi16>
Expand Down
53 changes: 53 additions & 0 deletions mlir/test/Dialect/ArmSME/tile-zero-masks.mlir
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@ func.func @zero_za_b() {
func.func @zero_za_h() {
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 85 : i32}> : () -> ()
%zero_za0h = arm_sme.zero : vector<[8]x[8]xi16>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 170 : i32}> : () -> ()
%zero_za1h = arm_sme.zero : vector<[8]x[8]xf16>
"test.some_use"(%zero_za0h) : (vector<[8]x[8]xi16>) -> ()
Expand All @@ -32,10 +33,13 @@ func.func @zero_za_h() {
func.func @zero_za_s() {
// CHECK: arm_sme.intr.zero"() <{tile_mask = 17 : i32}> : () -> ()
%zero_za0s = arm_sme.zero : vector<[4]x[4]xi32>
"test.prevent_zero_merge"() : () -> ()
// CHECK: arm_sme.intr.zero"() <{tile_mask = 34 : i32}> : () -> ()
%zero_za1s = arm_sme.zero : vector<[4]x[4]xi32>
"test.prevent_zero_merge"() : () -> ()
// CHECK: arm_sme.intr.zero"() <{tile_mask = 68 : i32}> : () -> ()
%zero_za2s = arm_sme.zero : vector<[4]x[4]xi32>
"test.prevent_zero_merge"() : () -> ()
// CHECK: arm_sme.intr.zero"() <{tile_mask = 136 : i32}> : () -> ()
%zero_za3s = arm_sme.zero : vector<[4]x[4]xf32>
"test.some_use"(%zero_za0s) : (vector<[4]x[4]xi32>) -> ()
Expand All @@ -51,18 +55,25 @@ func.func @zero_za_s() {
func.func @zero_za_d() {
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 1 : i32}> : () -> ()
%zero_za0d = arm_sme.zero : vector<[2]x[2]xi64>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 2 : i32}> : () -> ()
%zero_za1d = arm_sme.zero : vector<[2]x[2]xi64>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 4 : i32}> : () -> ()
%zero_za2d = arm_sme.zero : vector<[2]x[2]xi64>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 8 : i32}> : () -> ()
%zero_za3d = arm_sme.zero : vector<[2]x[2]xi64>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 16 : i32}> : () -> ()
%zero_za4d = arm_sme.zero : vector<[2]x[2]xi64>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 32 : i32}> : () -> ()
%zero_za5d = arm_sme.zero : vector<[2]x[2]xi64>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 64 : i32}> : () -> ()
%zero_za6d = arm_sme.zero : vector<[2]x[2]xi64>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 128 : i32}> : () -> ()
%zero_za7d = arm_sme.zero : vector<[2]x[2]xf64>
"test.some_use"(%zero_za0d) : (vector<[2]x[2]xi64>) -> ()
Expand All @@ -75,3 +86,45 @@ func.func @zero_za_d() {
"test.some_use"(%zero_za7d) : (vector<[2]x[2]xf64>) -> ()
return
}

// -----

// CHECK-LABEL: merge_consecutive_tile_zero_ops
func.func @merge_consecutive_tile_zero_ops() {
// CHECK-NOT: arm_sme.intr.zero
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 255 : i32}> : () -> ()
// CHECK-NOT: arm_sme.intr.zero
%zero_za0s = arm_sme.zero : vector<[4]x[4]xi32>
%zero_za1s = arm_sme.zero : vector<[4]x[4]xi32>
%zero_za2s = arm_sme.zero : vector<[4]x[4]xi32>
%zero_za3s = arm_sme.zero : vector<[4]x[4]xf32>
"test.some_use"(%zero_za0s) : (vector<[4]x[4]xi32>) -> ()
"test.some_use"(%zero_za1s) : (vector<[4]x[4]xi32>) -> ()
"test.some_use"(%zero_za2s) : (vector<[4]x[4]xi32>) -> ()
"test.some_use"(%zero_za3s) : (vector<[4]x[4]xf32>) -> ()
return
}

// -----

/// arm_sme.intr.zero intrinsics are not merged when there is an op other than
/// arm_sme.intr.zero between them.

// CHECK-LABEL: merge_consecutive_tile_zero_ops_with_barrier
func.func @merge_consecutive_tile_zero_ops_with_barrier() {
// CHECK-NOT: arm_sme.intr.zero
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 51 : i32}> : () -> ()
// CHECK-NOT: arm_sme.intr.zero
%zero_za0s = arm_sme.zero : vector<[4]x[4]xi32>
%zero_za1s = arm_sme.zero : vector<[4]x[4]xi32>
"test.prevent_zero_merge"() : () -> ()
// CHECK: "arm_sme.intr.zero"() <{tile_mask = 204 : i32}> : () -> ()
// CHECK-NOT: arm_sme.intr.zero
%zero_za2s = arm_sme.zero : vector<[4]x[4]xi32>
%zero_za3s = arm_sme.zero : vector<[4]x[4]xf32>
"test.some_use"(%zero_za0s) : (vector<[4]x[4]xi32>) -> ()
"test.some_use"(%zero_za1s) : (vector<[4]x[4]xi32>) -> ()
"test.some_use"(%zero_za2s) : (vector<[4]x[4]xi32>) -> ()
"test.some_use"(%zero_za3s) : (vector<[4]x[4]xf32>) -> ()
return
}
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