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[mlir] Add transformation to wrap scf::while in zero-trip-check #81050
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122 changes: 122 additions & 0 deletions
122
mlir/lib/Dialect/SCF/Transforms/WrapInZeroTripCheck.cpp
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//===- WrapInZeroTripCheck.cpp - Loop transforms to add zero-trip-check ---===// | ||
// | ||
// 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/SCF/IR/SCF.h" | ||
#include "mlir/Dialect/SCF/Transforms/Transforms.h" | ||
#include "mlir/IR/IRMapping.h" | ||
#include "mlir/IR/PatternMatch.h" | ||
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using namespace mlir; | ||
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/// Create zero-trip-check around a `while` op and return the new loop op in the | ||
/// check. The while loop is rotated to avoid evaluating the condition twice. | ||
/// | ||
/// Given an example below: | ||
/// | ||
/// scf.while (%arg0 = %init) : (i32) -> i64 { | ||
/// %val = .., %arg0 : i64 | ||
/// %cond = arith.cmpi .., %arg0 : i32 | ||
/// scf.condition(%cond) %val : i64 | ||
/// } do { | ||
/// ^bb0(%arg1: i64): | ||
/// %next = .., %arg1 : i32 | ||
/// scf.yield %next : i32 | ||
/// } | ||
/// | ||
/// First clone before block to the front of the loop: | ||
/// | ||
/// %pre_val = .., %init : i64 | ||
/// %pre_cond = arith.cmpi .., %init : i32 | ||
/// scf.while (%arg0 = %init) : (i32) -> i64 { | ||
/// %val = .., %arg0 : i64 | ||
/// %cond = arith.cmpi .., %arg0 : i32 | ||
/// scf.condition(%cond) %val : i64 | ||
/// } do { | ||
/// ^bb0(%arg1: i64): | ||
/// %next = .., %arg1 : i32 | ||
/// scf.yield %next : i32 | ||
/// } | ||
/// | ||
/// Create `if` op with the condition, rotate and move the loop into the else | ||
/// branch: | ||
/// | ||
/// %pre_val = .., %init : i64 | ||
/// %pre_cond = arith.cmpi .., %init : i32 | ||
/// scf.if %pre_cond -> i64 { | ||
/// %res = scf.while (%arg1 = %va0) : (i64) -> i64 { | ||
/// // Original after block | ||
/// %next = .., %arg1 : i32 | ||
/// // Original before block | ||
/// %val = .., %next : i64 | ||
/// %cond = arith.cmpi .., %next : i32 | ||
/// scf.condition(%cond) %val : i64 | ||
/// } do { | ||
/// ^bb0(%arg2: i64): | ||
/// %scf.yield %arg2 : i32 | ||
/// } | ||
/// scf.yield %res : i64 | ||
/// } else { | ||
/// scf.yield %pre_val : i64 | ||
/// } | ||
FailureOr<scf::WhileOp> | ||
mlir::scf::wrapWhileLoopInZeroTripCheck(scf::WhileOp whileOp, | ||
RewriterBase &rewriter) { | ||
IRMapping mapper; | ||
Block *beforeBlock = whileOp.getBeforeBody(); | ||
// Clone before block before the loop for zero-trip-check. | ||
for (auto [arg, init] : | ||
llvm::zip_equal(beforeBlock->getArguments(), whileOp.getInits())) { | ||
mapper.map(arg, init); | ||
} | ||
rewriter.setInsertionPoint(whileOp); | ||
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for (auto &op : *beforeBlock) { | ||
if (isa<scf::ConditionOp>(op)) { | ||
break; | ||
} | ||
// Safe to clone everything as in a single block all defs have been cloned | ||
// and added to mapper in order. | ||
rewriter.insert(op.clone(mapper)); | ||
} | ||
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auto condOp = whileOp.getConditionOp(); | ||
auto clonedCondition = mapper.lookupOrDefault(condOp.getCondition()); | ||
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auto clonedCondArgs = llvm::map_to_vector( | ||
condOp.getArgs(), [&](Value arg) { return mapper.lookupOrDefault(arg); }); | ||
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// Create zero-trip-check and move the while loop in. | ||
scf::WhileOp newLoopOp = nullptr; | ||
auto ifOp = rewriter.create<scf::IfOp>( | ||
whileOp->getLoc(), clonedCondition, | ||
[&](OpBuilder &builder, Location loc) { | ||
// Then runs the while loop. | ||
newLoopOp = builder.create<scf::WhileOp>( | ||
loc, whileOp.getResultTypes(), clonedCondArgs, | ||
[&](OpBuilder &builder, Location loc, ValueRange args) { | ||
// Rotate and move the loop body into before block. | ||
auto newBlock = builder.getBlock(); | ||
rewriter.mergeBlocks(whileOp.getAfterBody(), newBlock, args); | ||
auto yieldOp = cast<scf::YieldOp>(newBlock->getTerminator()); | ||
rewriter.mergeBlocks(whileOp.getBeforeBody(), newBlock, | ||
yieldOp.getResults()); | ||
rewriter.eraseOp(yieldOp); | ||
}, | ||
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[&](OpBuilder &builder, Location loc, ValueRange args) { | ||
// Pass-through values. | ||
builder.create<scf::YieldOp>(loc, args); | ||
}); | ||
builder.create<scf::YieldOp>(loc, newLoopOp.getResults()); | ||
}, | ||
[&](OpBuilder &builder, Location loc) { | ||
// Else returns the results from zero-trip-check. | ||
builder.create<scf::YieldOp>(loc, clonedCondArgs); | ||
}); | ||
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rewriter.replaceOp(whileOp, ifOp); | ||
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return newLoopOp; | ||
} |
40 changes: 40 additions & 0 deletions
40
mlir/test/Dialect/SCF/wrap-while-loop-in-zero-trip-check.mlir
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// RUN: mlir-opt %s -test-wrap-scf-while-loop-in-zero-trip-check -split-input-file | FileCheck %s | ||
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func.func @wrap_while_loop_in_zero_trip_check(%bound : i32) -> i32 { | ||
%cst0 = arith.constant 0 : i32 | ||
%cst5 = arith.constant 5 : i32 | ||
%res:2 = scf.while (%iter = %cst0) : (i32) -> (i32, i32) { | ||
%cond = arith.cmpi slt, %iter, %bound : i32 | ||
%inv = arith.addi %bound, %cst5 : i32 | ||
scf.condition(%cond) %iter, %inv : i32, i32 | ||
} do { | ||
^bb0(%arg1: i32, %arg2: i32): | ||
%next = arith.addi %arg1, %arg2 : i32 | ||
scf.yield %next : i32 | ||
} | ||
return %res#0 : i32 | ||
} | ||
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// CHECK-LABEL: func.func @wrap_while_loop_in_zero_trip_check( | ||
// CHECK-SAME: %[[ARG0:.*]]: i32) -> i32 { | ||
// CHECK-DAG: %[[C0:.*]] = arith.constant 0 : i32 | ||
// CHECK-DAG: %[[C5:.*]] = arith.constant 5 : i32 | ||
// CHECK-DAG: %[[PRE_COND:.*]] = arith.cmpi slt, %[[C0]], %[[ARG0]] : i32 | ||
// CHECK-DAG: %[[PRE_INV:.*]] = arith.addi %[[ARG0]], %[[C5]] : i32 | ||
// CHECK: %[[IF:.*]]:2 = scf.if %[[PRE_COND]] -> (i32, i32) { | ||
// CHECK: %[[WHILE:.*]]:2 = scf.while ( | ||
// CHECK-SAME: %[[ARG1:.*]] = %[[C0]], %[[ARG2:.*]] = %[[PRE_INV]] | ||
// CHECK-SAME: ) : (i32, i32) -> (i32, i32) { | ||
// CHECK: %[[NEXT:.*]] = arith.addi %[[ARG1]], %[[ARG2]] : i32 | ||
// CHECK: %[[COND:.*]] = arith.cmpi slt, %[[NEXT]], %[[ARG0]] : i32 | ||
// CHECK: %[[INV:.*]] = arith.addi %[[ARG0]], %[[C5]] : i32 | ||
// CHECK: scf.condition(%[[COND]]) %[[NEXT]], %[[INV]] : i32, i32 | ||
// CHECK: } do { | ||
// CHECK: ^bb0(%[[ARG3:.*]]: i32, %[[ARG4:.*]]: i32): | ||
// CHECK: scf.yield %[[ARG3]], %[[ARG4]] : i32, i32 | ||
// CHECK: } | ||
// CHECK: scf.yield %[[WHILE]]#0, %[[WHILE]]#1 : i32, i32 | ||
// CHECK: } else { | ||
// CHECK: scf.yield %[[C0]], %[[PRE_INV]] : i32, i32 | ||
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// CHECK: } | ||
// CHECK: return %[[IF]]#0 : i32 |
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Original file line number | Diff line number | Diff line change |
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//===- TestWrapInZeroTripCheck.cpp -- Passes to test SCF zero-trip-check --===// | ||
// | ||
// 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 | ||
// | ||
//===----------------------------------------------------------------------===// | ||
// | ||
// This file implements the passes to test wrap-in-zero-trip-check transforms on | ||
// SCF loop ops. | ||
// | ||
//===----------------------------------------------------------------------===// | ||
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#include "mlir/Dialect/Func/IR/FuncOps.h" | ||
#include "mlir/Dialect/SCF/IR/SCF.h" | ||
#include "mlir/Dialect/SCF/Transforms/Transforms.h" | ||
#include "mlir/IR/PatternMatch.h" | ||
#include "mlir/Pass/Pass.h" | ||
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using namespace mlir; | ||
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namespace { | ||
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struct TestWrapWhileLoopInZeroTripCheck | ||
: public PassWrapper<TestWrapWhileLoopInZeroTripCheck, | ||
OperationPass<func::FuncOp>> { | ||
MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestWrapWhileLoopInZeroTripCheck) | ||
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StringRef getArgument() const final { | ||
return "test-wrap-scf-while-loop-in-zero-trip-check"; | ||
} | ||
StringRef getDescription() const final { | ||
return "test scf::wrapWhileLoopInZeroTripCheck"; | ||
} | ||
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void runOnOperation() override { | ||
func::FuncOp func = getOperation(); | ||
MLIRContext *context = &getContext(); | ||
IRRewriter rewriter(context); | ||
func.walk([&](scf::WhileOp op) { | ||
auto result = scf::wrapWhileLoopInZeroTripCheck(op, rewriter); | ||
if (failed(result)) { | ||
// Ignore not implemented failure in tests. The expected output should | ||
// catch problems (e.g. transformation doesn't happen). | ||
} | ||
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}); | ||
} | ||
}; | ||
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} // namespace | ||
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namespace mlir { | ||
namespace test { | ||
void registerTestSCFWrapInZeroTripCheckPasses() { | ||
PassRegistration<TestWrapWhileLoopInZeroTripCheck>(); | ||
} | ||
} // namespace test | ||
} // namespace mlir |
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