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[mlir] Add transformation to wrap scf::while in zero-trip-check #81050

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41 changes: 41 additions & 0 deletions mlir/include/mlir/Dialect/SCF/Transforms/Transforms.h
Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,7 @@ namespace scf {
class IfOp;
class ForOp;
class ParallelOp;
class WhileOp;

/// Fuses all adjacent scf.parallel operations with identical bounds and step
/// into one scf.parallel operations. Uses a naive aliasing and dependency
Expand Down Expand Up @@ -181,6 +182,46 @@ FailureOr<ForOp> pipelineForLoop(RewriterBase &rewriter, ForOp forOp,
const PipeliningOption &options,
bool *modifiedIR = nullptr);

/// 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
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Just to future proof, maybe a good idea to return the if generated as well.

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IMO users can look into the parent op for the if they need.

And in do {} while (...) case we actually don't generate the if (and don't rotate the0 loop) because everything in the before block is always executed (there is a parameter to control this behavior)

I don't have a strong opinion on how this method should be designed, but only returning the loop seems to be enough for now.

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I'm going to land this as it is first. We can re-iterate on interface if needed

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Extending it as needed sounds good to me!

///
/// By default the check won't be created for do-while loop as it is not
/// required. `forceCreateCheck` can force the creation.
///
/// It turns:
///
/// 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
/// }
///
/// into:
///
/// %pre_val = .., %init : i64
/// %pre_cond = arith.cmpi .., %init : i32
/// scf.if %pre_cond -> i64 {
/// %res = scf.while (%arg1 = %va0) : (i64) -> i64 {
/// %next = .., %arg1 : i32
/// %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<WhileOp> wrapWhileLoopInZeroTripCheck(WhileOp whileOp,
RewriterBase &rewriter,
bool forceCreateCheck = false);

} // namespace scf
} // namespace mlir

Expand Down
1 change: 1 addition & 0 deletions mlir/lib/Dialect/SCF/Transforms/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@ add_mlir_dialect_library(MLIRSCFTransforms
ParallelLoopTiling.cpp
StructuralTypeConversions.cpp
TileUsingInterface.cpp
WrapInZeroTripCheck.cpp

ADDITIONAL_HEADER_DIRS
${MLIR_MAIN_INCLUDE_DIR}/mlir/Dialect/SCF
Expand Down
132 changes: 132 additions & 0 deletions mlir/lib/Dialect/SCF/Transforms/WrapInZeroTripCheck.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,132 @@
//===- 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
//
//===----------------------------------------------------------------------===//

#include "mlir/Dialect/SCF/IR/SCF.h"
#include "mlir/Dialect/SCF/Transforms/Transforms.h"
#include "mlir/IR/IRMapping.h"
#include "mlir/IR/PatternMatch.h"

using namespace mlir;

/// 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, bool forceCreateCheck) {
// If the loop is in do-while form (after block only passes through values),
// there is no need to create a zero-trip-check as before block is always run.
if (!forceCreateCheck && isa<scf::YieldOp>(whileOp.getAfterBody()->front())) {
return whileOp;
}

OpBuilder::InsertionGuard insertion_guard(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);
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));
}

scf::ConditionOp condOp = whileOp.getConditionOp();
Value clonedCondition = mapper.lookupOrDefault(condOp.getCondition());
SmallVector<Value> clonedCondArgs = llvm::map_to_vector(
condOp.getArgs(), [&](Value arg) { return mapper.lookupOrDefault(arg); });

// Create rotated while loop.
auto newLoopOp = rewriter.create<scf::WhileOp>(
whileOp.getLoc(), 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);
},
[&](OpBuilder &builder, Location loc, ValueRange args) {
// Pass through values.
builder.create<scf::YieldOp>(loc, args);
});

// Create zero-trip-check and move the while loop in.
auto ifOp = rewriter.create<scf::IfOp>(
whileOp.getLoc(), clonedCondition,
[&](OpBuilder &builder, Location loc) {
// Then runs the while loop.
rewriter.moveOpBefore(newLoopOp, builder.getInsertionBlock(),
builder.getInsertionPoint());
builder.create<scf::YieldOp>(loc, newLoopOp.getResults());
},
[&](OpBuilder &builder, Location loc) {
// Else returns the results from precondition.
builder.create<scf::YieldOp>(loc, clonedCondArgs);
});

rewriter.replaceOp(whileOp, ifOp);

return newLoopOp;
}
130 changes: 130 additions & 0 deletions mlir/test/Dialect/SCF/wrap-while-loop-in-zero-trip-check.mlir
Original file line number Diff line number Diff line change
@@ -0,0 +1,130 @@
// RUN: mlir-opt %s -test-wrap-scf-while-loop-in-zero-trip-check -split-input-file | FileCheck %s
// RUN: mlir-opt %s -test-wrap-scf-while-loop-in-zero-trip-check='force-create-check=true' -split-input-file | FileCheck %s --check-prefix FORCE-CREATE-CHECK

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
}

// CHECK-LABEL: func.func @wrap_while_loop_in_zero_trip_check(
// CHECK-SAME: %[[BOUND:.*]]: i32) -> i32 {
// CHECK-DAG: %[[C0:.*]] = arith.constant 0 : i32
// CHECK-DAG: %[[C5:.*]] = arith.constant 5 : i32
// CHECK-DAG: %[[PRE_COND:.*]] = arith.cmpi slt, %[[C0]], %[[BOUND]] : i32
// CHECK-DAG: %[[PRE_INV:.*]] = arith.addi %[[BOUND]], %[[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]], %[[BOUND]] : i32
// CHECK: %[[INV:.*]] = arith.addi %[[BOUND]], %[[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
// CHECK: }
// CHECK: return %[[IF]]#0 : i32

// -----

func.func @wrap_while_loop_with_minimal_before_block(%bound : i32) -> i32 {
%cst0 = arith.constant 0 : i32
%true = arith.constant true
%cst5 = arith.constant 5 : i32
%res = scf.while (%iter = %cst0, %arg0 = %true) : (i32, i1) -> i32 {
scf.condition(%arg0) %iter : i32
} do {
^bb0(%arg1: i32):
%next = arith.addi %arg1, %cst5 : i32
%cond = arith.cmpi slt, %next, %bound : i32
scf.yield %next, %cond : i32, i1
}
return %res : i32
}

// CHECK-LABEL: func.func @wrap_while_loop_with_minimal_before_block(
// CHECK-SAME: %[[BOUND:.*]]: i32) -> i32 {
// CHECK-DAG: %[[C0:.*]] = arith.constant 0 : i32
// CHECK-DAG: %[[TRUE:.*]] = arith.constant true
// CHECK-DAG: %[[C5:.*]] = arith.constant 5 : i32
// CHECK: %[[IF:.*]] = scf.if %[[TRUE]] -> (i32) {
// CHECK: %[[WHILE:.*]] = scf.while (%[[ARG1:.*]] = %[[C0]]) : (i32) -> i32 {
// CHECK: %[[NEXT:.*]] = arith.addi %[[ARG1]], %[[C5]] : i32
// CHECK: %[[COND:.*]] = arith.cmpi slt, %[[NEXT]], %[[BOUND]] : i32
// CHECK: scf.condition(%[[COND]]) %[[NEXT]] : i32
// CHECK: } do {
// CHECK: ^bb0(%[[ARG2:.*]]: i32):
// CHECK: scf.yield %[[ARG2]] : i32
// CHECK: }
// CHECK: scf.yield %[[WHILE]] : i32
// CHECK: } else {
// CHECK: scf.yield %[[C0]] : i32
// CHECK: }
// CHECK: return %[[IF]] : i32

// -----

func.func @wrap_do_while_loop_in_zero_trip_check(%bound : i32) -> i32 {
%cst0 = arith.constant 0 : i32
%cst5 = arith.constant 5 : i32
%res = scf.while (%iter = %cst0) : (i32) -> i32 {
%next = arith.addi %iter, %cst5 : i32
%cond = arith.cmpi slt, %next, %bound : i32
scf.condition(%cond) %next : i32
} do {
^bb0(%arg1: i32):
scf.yield %arg1 : i32
}
return %res : i32
}

// CHECK-LABEL: func.func @wrap_do_while_loop_in_zero_trip_check(
// CHECK-SAME: %[[BOUND:.*]]: i32) -> i32 {
// CHECK-DAG: %[[C0:.*]] = arith.constant 0 : i32
// CHECK-DAG: %[[C5:.*]] = arith.constant 5 : i32
// CHECK-NOT: scf.if
// CHECK: %[[WHILE:.*]] = scf.while (%[[ARG1:.*]] = %[[C0]]) : (i32) -> i32 {
// CHECK: %[[NEXT:.*]] = arith.addi %[[ARG1]], %[[C5]] : i32
// CHECK: %[[COND:.*]] = arith.cmpi slt, %[[NEXT]], %[[BOUND]] : i32
// CHECK: scf.condition(%[[COND]]) %[[NEXT]] : i32
// CHECK: } do {
// CHECK: ^bb0(%[[ARG2:.*]]: i32):
// CHECK: scf.yield %[[ARG2]] : i32
// CHECK: }
// CHECK: return %[[WHILE]] : i32

// FORCE-CREATE-CHECK-LABEL: func.func @wrap_do_while_loop_in_zero_trip_check(
// FORCE-CREATE-CHECK-SAME: %[[BOUND:.*]]: i32) -> i32 {
// FORCE-CREATE-CHECK-DAG: %[[C0:.*]] = arith.constant 0 : i32
// FORCE-CREATE-CHECK-DAG: %[[C5:.*]] = arith.constant 5 : i32
// FORCE-CREATE-CHECK: %[[PRE_NEXT:.*]] = arith.addi %[[C0]], %[[C5]] : i32
// FORCE-CREATE-CHECK: %[[PRE_COND:.*]] = arith.cmpi slt, %[[PRE_NEXT]], %[[BOUND]] : i32
// FORCE-CREATE-CHECK: %[[IF:.*]] = scf.if %[[PRE_COND]] -> (i32) {
// FORCE-CREATE-CHECK: %[[WHILE:.*]] = scf.while (%[[ARG1:.*]] = %[[PRE_NEXT]]) : (i32) -> i32 {
// FORCE-CREATE-CHECK: %[[NEXT:.*]] = arith.addi %[[ARG1]], %[[C5]] : i32
// FORCE-CREATE-CHECK: %[[COND:.*]] = arith.cmpi slt, %[[NEXT]], %[[BOUND]] : i32
// FORCE-CREATE-CHECK: scf.condition(%[[COND]]) %[[NEXT]] : i32
// FORCE-CREATE-CHECK: } do {
// FORCE-CREATE-CHECK: ^bb0(%[[ARG2:.*]]: i32):
// FORCE-CREATE-CHECK: scf.yield %[[ARG2]] : i32
// FORCE-CREATE-CHECK: }
// FORCE-CREATE-CHECK: scf.yield %[[WHILE]] : i32
// FORCE-CREATE-CHECK: } else {
// FORCE-CREATE-CHECK: scf.yield %[[PRE_NEXT]] : i32
// FORCE-CREATE-CHECK: }
// FORCE-CREATE-CHECK: return %[[IF]] : i32
1 change: 1 addition & 0 deletions mlir/test/lib/Dialect/SCF/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@ add_mlir_library(MLIRSCFTestPasses
TestLoopParametricTiling.cpp
TestLoopUnrolling.cpp
TestSCFUtils.cpp
TestSCFWrapInZeroTripCheck.cpp
TestWhileOpBuilder.cpp

EXCLUDE_FROM_LIBMLIR
Expand Down
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