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[MLIR] Add sincos fusion pass #161413
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[MLIR] Add sincos fusion pass #161413
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| Original file line number | Diff line number | Diff line change |
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| //===- SincosFusion.cpp - Fuse sin/cos into sincos -----------------------===// | ||
| // | ||
| // 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 | ||
| // | ||
| //===----------------------------------------------------------------------===// | ||
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| #include "mlir/Dialect/Math/IR/Math.h" | ||
| #include "mlir/Dialect/Math/Transforms/Passes.h" | ||
| #include "mlir/IR/PatternMatch.h" | ||
| #include "mlir/Pass/Pass.h" | ||
| #include "mlir/Transforms/GreedyPatternRewriteDriver.h" | ||
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| using namespace mlir; | ||
| using namespace mlir::math; | ||
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| namespace { | ||
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| /// Fuse a math.sin and math.cos in the same block that use the same operand and | ||
| /// have identical fastmath flags into a single math.sincos. | ||
| struct SincosFusionPattern : OpRewritePattern<math::SinOp> { | ||
| using OpRewritePattern<math::SinOp>::OpRewritePattern; | ||
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| LogicalResult matchAndRewrite(math::SinOp sinOp, | ||
| PatternRewriter &rewriter) const override { | ||
| Value operand = sinOp.getOperand(); | ||
| mlir::arith::FastMathFlags sinFastMathFlags = sinOp.getFastmath(); | ||
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| math::CosOp cosOp = nullptr; | ||
| sinOp->getBlock()->walk([&](math::CosOp op) { | ||
| if (op.getOperand() == operand && op.getFastmath() == sinFastMathFlags) { | ||
| cosOp = op; | ||
| return WalkResult::interrupt(); | ||
| } | ||
| return WalkResult::advance(); | ||
| }); | ||
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| if (!cosOp) | ||
| return failure(); | ||
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| Type elemType = sinOp.getType(); | ||
| auto sincos = rewriter.create<math::SincosOp>( | ||
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| sinOp.getLoc(), TypeRange{elemType, elemType}, operand, | ||
| sinOp.getFastmathAttr()); | ||
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| rewriter.replaceOp(sinOp, sincos.getSin()); | ||
|
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Please try an example where There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. The insertion point should be the dominating operation. Thanks for pointing that out! |
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| rewriter.replaceOp(cosOp, sincos.getCos()); | ||
| return success(); | ||
| } | ||
| }; | ||
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| } // namespace | ||
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| namespace mlir::math { | ||
| #define GEN_PASS_DEF_MATHSINCOSFUSIONPASS | ||
| #include "mlir/Dialect/Math/Transforms/Passes.h.inc" | ||
| } // namespace mlir::math | ||
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| namespace { | ||
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| struct MathSincosFusionPass final | ||
| : math::impl::MathSincosFusionPassBase<MathSincosFusionPass> { | ||
| using MathSincosFusionPassBase::MathSincosFusionPassBase; | ||
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| void runOnOperation() override { | ||
| RewritePatternSet patterns(&getContext()); | ||
| patterns.add<SincosFusionPattern>(&getContext()); | ||
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| GreedyRewriteConfig config; | ||
| if (failed( | ||
| applyPatternsGreedily(getOperation(), std::move(patterns), config))) | ||
| return signalPassFailure(); | ||
| } | ||
| }; | ||
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| } // namespace | ||
| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,64 @@ | ||
| // RUN: mlir-opt -math-sincos-fusion %s | FileCheck %s | ||
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| // CHECK-LABEL: func.func @sincos_fusion( | ||
| // CHECK-SAME: %[[ARG0:.*]]: f32, | ||
| // CHECK-SAME: %[[ARG1:.*]]: f32) -> (f32, f32, f32, f32) { | ||
| // CHECK: %[[VAL_0:.*]], %[[VAL_1:.*]] = math.sincos %[[ARG0]] : f32 | ||
| // CHECK: %[[VAL_2:.*]], %[[VAL_3:.*]] = math.sincos %[[ARG1]] : f32 | ||
| // CHECK: return %[[VAL_0]], %[[VAL_1]], %[[VAL_3]], %[[VAL_2]] : f32, f32, f32, f32 | ||
| // CHECK: } | ||
| func.func @sincos_fusion(%arg0 : f32, %arg1 : f32) -> (f32, f32, f32, f32) { | ||
| %0 = math.sin %arg0 : f32 | ||
| %1 = math.cos %arg0 : f32 | ||
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| %2 = math.cos %arg1 : f32 | ||
| %3 = math.sin %arg1 : f32 | ||
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| func.return %0, %1, %2, %3 : f32, f32, f32, f32 | ||
| } | ||
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| // CHECK-LABEL: func.func @sincos_fusion_no_match_fmf( | ||
| // CHECK-SAME: %[[ARG0:.*]]: f32) -> (f32, f32) { | ||
| // CHECK: %[[VAL_0:.*]] = math.sin %[[ARG0]] fastmath<contract> : f32 | ||
| // CHECK: %[[VAL_1:.*]] = math.cos %[[ARG0]] : f32 | ||
| // CHECK: return %[[VAL_0]], %[[VAL_1]] : f32, f32 | ||
| // CHECK: } | ||
| func.func @sincos_fusion_no_match_fmf(%arg0 : f32) -> (f32, f32) { | ||
| %0 = math.sin %arg0 fastmath<contract> : f32 | ||
| %1 = math.cos %arg0 : f32 | ||
| func.return %0, %1 : f32, f32 | ||
| } | ||
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| // CHECK-LABEL: func.func @sincos_no_fusion_different_block( | ||
| // CHECK-SAME: %[[ARG0:.*]]: f32, | ||
| // CHECK-SAME: %[[ARG1:.*]]: i1) -> f32 { | ||
| // CHECK: %[[VAL_0:.*]] = scf.if %[[ARG1]] -> (f32) { | ||
| // CHECK: %[[VAL_1:.*]] = math.sin %[[ARG0]] : f32 | ||
| // CHECK: scf.yield %[[VAL_1]] : f32 | ||
| // CHECK: } else { | ||
| // CHECK: %[[VAL_2:.*]] = math.cos %[[ARG0]] : f32 | ||
| // CHECK: scf.yield %[[VAL_2]] : f32 | ||
| // CHECK: } | ||
| // CHECK: return %[[VAL_0]] : f32 | ||
| // CHECK: } | ||
| func.func @sincos_no_fusion_different_block(%arg0 : f32, %flag : i1) -> f32 { | ||
| %0 = scf.if %flag -> f32 { | ||
| %s = math.sin %arg0 : f32 | ||
| scf.yield %s : f32 | ||
| } else { | ||
| %c = math.cos %arg0 : f32 | ||
| scf.yield %c : f32 | ||
| } | ||
| func.return %0 : f32 | ||
| } | ||
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| // CHECK-LABEL: func.func @sincos_fusion_preserve_fastmath( | ||
| // CHECK-SAME: %[[ARG0:.*]]: f32) -> (f32, f32) { | ||
| // CHECK: %[[VAL_0:.*]], %[[VAL_1:.*]] = math.sincos %[[ARG0]] fastmath<contract> : f32 | ||
| // CHECK: return %[[VAL_0]], %[[VAL_1]] : f32, f32 | ||
| // CHECK: } | ||
| func.func @sincos_fusion_preserve_fastmath(%arg0 : f32) -> (f32, f32) { | ||
| %0 = math.sin %arg0 fastmath<contract> : f32 | ||
| %1 = math.cos %arg0 fastmath<contract> : f32 | ||
| func.return %0, %1 : f32, f32 | ||
| } |
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