forked from OSchip/llvm-project
[MLIR][SCF] Remove loop invariant arguments of scf.while
-- This commit adds a canonicalization pattern on scf.while to remove the loop invariant arguments. -- An argument is considered loop invariant if the iteration argument value is the same as the corresponding one being yielded (at the same position) in both the before/after block of scf.while. -- For the arguments removed, their use within scf.while and their corresponding scf.while's result are replaced with their corresponding initial value. Signed-off-by: Abhishek Varma <abhishek.varma@polymagelabs.com> Reviewed By: ftynse Differential Revision: https://reviews.llvm.org/D116923
This commit is contained in:
Abhishek Varma
Alex Zinenko
parent
42fc05e09c
commit
59b23c4aec
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@ -2343,6 +2343,297 @@ struct WhileConditionTruth : public OpRewritePattern<WhileOp> {
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}
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}
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};
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};
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/// Remove loop invariant arguments from `before` block of scf.while.
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/// A before block argument is considered loop invariant if :-
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/// 1. i-th yield operand is equal to the i-th while operand.
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/// 2. i-th yield operand is k-th after block argument which is (k+1)-th
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/// condition operand AND this (k+1)-th condition operand is equal to i-th
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/// iter argument/while operand.
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/// For the arguments which are removed, their uses inside scf.while
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/// are replaced with their corresponding initial value.
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///
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/// Eg:
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/// INPUT :-
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/// %res = scf.while <...> iter_args(%arg0_before = %a, %arg1_before = %b,
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/// ..., %argN_before = %N)
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/// {
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/// ...
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/// scf.condition(%cond) %arg1_before, %arg0_before,
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/// %arg2_before, %arg0_before, ...
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/// } do {
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/// ^bb0(%arg1_after, %arg0_after_1, %arg2_after, %arg0_after_2,
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/// ..., %argK_after):
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/// ...
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/// scf.yield %arg0_after_2, %b, %arg1_after, ..., %argN
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/// }
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///
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/// OUTPUT :-
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/// %res = scf.while <...> iter_args(%arg2_before = %c, ..., %argN_before =
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/// %N)
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/// {
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/// ...
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/// scf.condition(%cond) %b, %a, %arg2_before, %a, ...
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/// } do {
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/// ^bb0(%arg1_after, %arg0_after_1, %arg2_after, %arg0_after_2,
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/// ..., %argK_after):
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/// ...
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/// scf.yield %arg1_after, ..., %argN
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/// }
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///
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/// EXPLANATION:
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/// We iterate over each yield operand.
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/// 1. 0-th yield operand %arg0_after_2 is 4-th condition operand
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/// %arg0_before, which in turn is the 0-th iter argument. So we
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/// remove 0-th before block argument and yield operand, and replace
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/// all uses of the 0-th before block argument with its initial value
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/// %a.
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/// 2. 1-th yield operand %b is equal to the 1-th iter arg's initial
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/// value. So we remove this operand and the corresponding before
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/// block argument and replace all uses of 1-th before block argument
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/// with %b.
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struct RemoveLoopInvariantArgsFromBeforeBlock
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: public OpRewritePattern<WhileOp> {
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using OpRewritePattern<WhileOp>::OpRewritePattern;
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LogicalResult matchAndRewrite(WhileOp op,
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PatternRewriter &rewriter) const override {
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Block &afterBlock = op.getAfter().front();
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Block::BlockArgListType beforeBlockArgs = op.getBeforeArguments();
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ConditionOp condOp = op.getConditionOp();
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OperandRange condOpArgs = condOp.getArgs();
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Operation *yieldOp = afterBlock.getTerminator();
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ValueRange yieldOpArgs = yieldOp->getOperands();
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bool canSimplify = false;
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for (auto it : llvm::enumerate(llvm::zip(op.getOperands(), yieldOpArgs))) {
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auto index = static_cast<unsigned>(it.index());
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Value initVal, yieldOpArg;
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std::tie(initVal, yieldOpArg) = it.value();
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// If i-th yield operand is equal to the i-th operand of the scf.while,
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// the i-th before block argument is a loop invariant.
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if (yieldOpArg == initVal) {
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canSimplify = true;
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break;
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}
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// If the i-th yield operand is k-th after block argument, then we check
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// if the (k+1)-th condition op operand is equal to either the i-th before
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// block argument or the initial value of i-th before block argument. If
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// the comparison results `true`, i-th before block argument is a loop
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// invariant.
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auto yieldOpBlockArg = yieldOpArg.dyn_cast<BlockArgument>();
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if (yieldOpBlockArg && yieldOpBlockArg.getOwner() == &afterBlock) {
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Value condOpArg = condOpArgs[yieldOpBlockArg.getArgNumber()];
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if (condOpArg == beforeBlockArgs[index] || condOpArg == initVal) {
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canSimplify = true;
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break;
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}
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}
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}
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if (!canSimplify)
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return failure();
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SmallVector<Value> newInitArgs, newYieldOpArgs;
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DenseMap<unsigned, Value> beforeBlockInitValMap;
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SmallVector<Location> newBeforeBlockArgLocs;
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for (auto it : llvm::enumerate(llvm::zip(op.getOperands(), yieldOpArgs))) {
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auto index = static_cast<unsigned>(it.index());
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Value initVal, yieldOpArg;
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std::tie(initVal, yieldOpArg) = it.value();
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// If i-th yield operand is equal to the i-th operand of the scf.while,
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// the i-th before block argument is a loop invariant.
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if (yieldOpArg == initVal) {
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beforeBlockInitValMap.insert({index, initVal});
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continue;
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} else {
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// If the i-th yield operand is k-th after block argument, then we check
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// if the (k+1)-th condition op operand is equal to either the i-th
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// before block argument or the initial value of i-th before block
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// argument. If the comparison results `true`, i-th before block
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// argument is a loop invariant.
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auto yieldOpBlockArg = yieldOpArg.dyn_cast<BlockArgument>();
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if (yieldOpBlockArg && yieldOpBlockArg.getOwner() == &afterBlock) {
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Value condOpArg = condOpArgs[yieldOpBlockArg.getArgNumber()];
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if (condOpArg == beforeBlockArgs[index] || condOpArg == initVal) {
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beforeBlockInitValMap.insert({index, initVal});
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continue;
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}
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}
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}
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newInitArgs.emplace_back(initVal);
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newYieldOpArgs.emplace_back(yieldOpArg);
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newBeforeBlockArgLocs.emplace_back(beforeBlockArgs[index].getLoc());
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}
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{
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OpBuilder::InsertionGuard g(rewriter);
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rewriter.setInsertionPoint(yieldOp);
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rewriter.replaceOpWithNewOp<YieldOp>(yieldOp, newYieldOpArgs);
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}
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auto newWhile =
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rewriter.create<WhileOp>(op.getLoc(), op.getResultTypes(), newInitArgs);
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Block &newBeforeBlock = *rewriter.createBlock(
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&newWhile.getBefore(), /*insertPt*/ {},
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ValueRange(newYieldOpArgs).getTypes(), newBeforeBlockArgLocs);
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Block &beforeBlock = op.getBefore().front();
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SmallVector<Value> newBeforeBlockArgs(beforeBlock.getNumArguments());
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// For each i-th before block argument we find it's replacement value as :-
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// 1. If i-th before block argument is a loop invariant, we fetch it's
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// initial value from `beforeBlockInitValMap` by querying for key `i`.
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// 2. Else we fetch j-th new before block argument as the replacement
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// value of i-th before block argument.
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for (unsigned i = 0, j = 0, n = beforeBlock.getNumArguments(); i < n; i++) {
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// If the index 'i' argument was a loop invariant we fetch it's initial
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// value from `beforeBlockInitValMap`.
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if (beforeBlockInitValMap.count(i) != 0)
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newBeforeBlockArgs[i] = beforeBlockInitValMap[i];
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else
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newBeforeBlockArgs[i] = newBeforeBlock.getArgument(j++);
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}
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rewriter.mergeBlocks(&beforeBlock, &newBeforeBlock, newBeforeBlockArgs);
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rewriter.inlineRegionBefore(op.getAfter(), newWhile.getAfter(),
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newWhile.getAfter().begin());
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rewriter.replaceOp(op, newWhile.getResults());
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return success();
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}
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};
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/// Remove loop invariant value from result (condition op) of scf.while.
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/// A value is considered loop invariant if the final value yielded by
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/// scf.condition is defined outside of the `before` block. We remove the
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/// corresponding argument in `after` block and replace the use with the value.
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/// We also replace the use of the corresponding result of scf.while with the
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/// value.
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///
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/// Eg:
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/// INPUT :-
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/// %res_input:K = scf.while <...> iter_args(%arg0_before = , ...,
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/// %argN_before = %N) {
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/// ...
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/// scf.condition(%cond) %arg0_before, %a, %b, %arg1_before, ...
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/// } do {
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/// ^bb0(%arg0_after, %arg1_after, %arg2_after, ..., %argK_after):
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/// ...
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/// some_func(%arg1_after)
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/// ...
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/// scf.yield %arg0_after, %arg2_after, ..., %argN_after
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/// }
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///
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/// OUTPUT :-
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/// %res_output:M = scf.while <...> iter_args(%arg0 = , ..., %argN = %N) {
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/// ...
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/// scf.condition(%cond) %arg0, %arg1, ..., %argM
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/// } do {
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/// ^bb0(%arg0, %arg3, ..., %argM):
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/// ...
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/// some_func(%a)
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/// ...
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/// scf.yield %arg0, %b, ..., %argN
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/// }
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///
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/// EXPLANATION:
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/// 1. The 1-th and 2-th operand of scf.condition are defined outside the
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/// before block of scf.while, so they get removed.
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/// 2. %res_input#1's uses are replaced by %a and %res_input#2's uses are
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/// replaced by %b.
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/// 3. The corresponding after block argument %arg1_after's uses are
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/// replaced by %a and %arg2_after's uses are replaced by %b.
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struct RemoveLoopInvariantValueYielded : public OpRewritePattern<WhileOp> {
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using OpRewritePattern<WhileOp>::OpRewritePattern;
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LogicalResult matchAndRewrite(WhileOp op,
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PatternRewriter &rewriter) const override {
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Block &beforeBlock = op.getBefore().front();
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ConditionOp condOp = op.getConditionOp();
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OperandRange condOpArgs = condOp.getArgs();
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bool canSimplify = false;
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for (Value condOpArg : condOpArgs) {
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// Those values not defined within `before` block will be considered as
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// loop invariant values. We map the corresponding `index` with their
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// value.
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if (condOpArg.getParentBlock() != &beforeBlock) {
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canSimplify = true;
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break;
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}
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}
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if (!canSimplify)
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return failure();
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Block::BlockArgListType afterBlockArgs = op.getAfterArguments();
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SmallVector<Value> newCondOpArgs;
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SmallVector<Type> newAfterBlockType;
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DenseMap<unsigned, Value> condOpInitValMap;
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SmallVector<Location> newAfterBlockArgLocs;
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for (auto it : llvm::enumerate(condOpArgs)) {
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auto index = static_cast<unsigned>(it.index());
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Value condOpArg = it.value();
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// Those values not defined within `before` block will be considered as
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// loop invariant values. We map the corresponding `index` with their
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// value.
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if (condOpArg.getParentBlock() != &beforeBlock) {
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condOpInitValMap.insert({index, condOpArg});
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} else {
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newCondOpArgs.emplace_back(condOpArg);
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newAfterBlockType.emplace_back(condOpArg.getType());
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newAfterBlockArgLocs.emplace_back(afterBlockArgs[index].getLoc());
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}
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}
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{
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OpBuilder::InsertionGuard g(rewriter);
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rewriter.setInsertionPoint(condOp);
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rewriter.replaceOpWithNewOp<ConditionOp>(condOp, condOp.getCondition(),
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newCondOpArgs);
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}
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auto newWhile = rewriter.create<WhileOp>(op.getLoc(), newAfterBlockType,
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op.getOperands());
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Block &newAfterBlock =
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*rewriter.createBlock(&newWhile.getAfter(), /*insertPt*/ {},
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newAfterBlockType, newAfterBlockArgLocs);
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Block &afterBlock = op.getAfter().front();
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// Since a new scf.condition op was created, we need to fetch the new
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// `after` block arguments which will be used while replacing operations of
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// previous scf.while's `after` blocks. We'd also be fetching new result
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// values too.
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SmallVector<Value> newAfterBlockArgs(afterBlock.getNumArguments());
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SmallVector<Value> newWhileResults(afterBlock.getNumArguments());
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for (unsigned i = 0, j = 0, n = afterBlock.getNumArguments(); i < n; i++) {
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Value afterBlockArg, result;
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// If index 'i' argument was loop invariant we fetch it's value from the
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// `condOpInitMap` map.
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if (condOpInitValMap.count(i) != 0) {
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afterBlockArg = condOpInitValMap[i];
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result = afterBlockArg;
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} else {
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afterBlockArg = newAfterBlock.getArgument(j);
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result = newWhile.getResult(j);
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j++;
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}
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newAfterBlockArgs[i] = afterBlockArg;
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newWhileResults[i] = result;
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}
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rewriter.mergeBlocks(&afterBlock, &newAfterBlock, newAfterBlockArgs);
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rewriter.inlineRegionBefore(op.getBefore(), newWhile.getBefore(),
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newWhile.getBefore().begin());
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rewriter.replaceOp(op, newWhileResults);
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return success();
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}
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};
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/// Remove WhileOp results that are also unused in 'after' block.
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/// Remove WhileOp results that are also unused in 'after' block.
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///
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///
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/// %0:2 = scf.while () : () -> (i32, i64) {
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/// %0:2 = scf.while () : () -> (i32, i64) {
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@ -2552,8 +2843,9 @@ struct WhileUnusedArg : public OpRewritePattern<WhileOp> {
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void WhileOp::getCanonicalizationPatterns(RewritePatternSet &results,
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void WhileOp::getCanonicalizationPatterns(RewritePatternSet &results,
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MLIRContext *context) {
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MLIRContext *context) {
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results.insert<WhileConditionTruth, WhileUnusedResult, WhileCmpCond,
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results.insert<RemoveLoopInvariantArgsFromBeforeBlock,
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WhileUnusedArg>(context);
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RemoveLoopInvariantValueYielded, WhileConditionTruth,
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WhileCmpCond, WhileUnusedResult>(context);
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}
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}
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//===----------------------------------------------------------------------===//
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//===----------------------------------------------------------------------===//
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@ -870,6 +870,74 @@ func @while_unused_arg(%x : i32, %y : f64) -> i32 {
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// -----
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// -----
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// CHECK-LABEL: @invariant_loop_args_in_same_order
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// CHECK-SAME: (%[[FUNC_ARG0:.*]]: tensor<i32>)
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func @invariant_loop_args_in_same_order(%f_arg0: tensor<i32>) -> (tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>) {
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%cst_0 = arith.constant dense<0> : tensor<i32>
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%cst_1 = arith.constant dense<1> : tensor<i32>
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%cst_42 = arith.constant dense<42> : tensor<i32>
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%0:5 = scf.while (%arg0 = %cst_0, %arg1 = %f_arg0, %arg2 = %cst_1, %arg3 = %cst_1, %arg4 = %cst_0) : (tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>) -> (tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>) {
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%1 = arith.cmpi slt, %arg0, %cst_42 : tensor<i32>
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%2 = tensor.extract %1[] : tensor<i1>
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scf.condition(%2) %arg0, %arg1, %arg2, %arg3, %arg4 : tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>
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} do {
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^bb0(%arg0: tensor<i32>, %arg1: tensor<i32>, %arg2: tensor<i32>, %arg3: tensor<i32>, %arg4: tensor<i32>): // no predecessors
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// %arg1 here will get replaced by %cst_1
|
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%1 = arith.addi %arg0, %arg1 : tensor<i32>
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%2 = arith.addi %arg2, %arg3 : tensor<i32>
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scf.yield %1, %arg1, %2, %2, %arg4 : tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>
|
||||||
|
}
|
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return %0#0, %0#1, %0#2, %0#3, %0#4 : tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>
|
||||||
|
}
|
||||||
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// CHECK: %[[CST42:.*]] = arith.constant dense<42>
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||||||
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// CHECK: %[[ONE:.*]] = arith.constant dense<1>
|
||||||
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// CHECK: %[[ZERO:.*]] = arith.constant dense<0>
|
||||||
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// CHECK: %[[WHILE:.*]]:3 = scf.while (%[[ARG0:.*]] = %[[ZERO]], %[[ARG2:.*]] = %[[ONE]], %[[ARG3:.*]] = %[[ONE]])
|
||||||
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// CHECK: arith.cmpi slt, %[[ARG0]], %{{.*}}
|
||||||
|
// CHECK: tensor.extract %{{.*}}[]
|
||||||
|
// CHECK: scf.condition(%{{.*}}) %[[ARG0]], %[[ARG2]], %[[ARG3]]
|
||||||
|
// CHECK: } do {
|
||||||
|
// CHECK: ^{{.*}}(%[[ARG0:.*]]: tensor<i32>, %[[ARG2:.*]]: tensor<i32>, %[[ARG3:.*]]: tensor<i32>):
|
||||||
|
// CHECK: %[[VAL0:.*]] = arith.addi %[[ARG0]], %[[FUNC_ARG0]]
|
||||||
|
// CHECK: %[[VAL1:.*]] = arith.addi %[[ARG2]], %[[ARG3]]
|
||||||
|
// CHECK: scf.yield %[[VAL0]], %[[VAL1]], %[[VAL1]]
|
||||||
|
// CHECK: }
|
||||||
|
// CHECK: return %[[WHILE]]#0, %[[FUNC_ARG0]], %[[WHILE]]#1, %[[WHILE]]#2, %[[ZERO]]
|
||||||
|
|
||||||
|
// CHECK-LABEL: @while_loop_invariant_argument_different_order
|
||||||
|
func @while_loop_invariant_argument_different_order() -> (tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>) {
|
||||||
|
%cst_0 = arith.constant dense<0> : tensor<i32>
|
||||||
|
%cst_1 = arith.constant dense<1> : tensor<i32>
|
||||||
|
%cst_42 = arith.constant dense<42> : tensor<i32>
|
||||||
|
|
||||||
|
%0:6 = scf.while (%arg0 = %cst_0, %arg1 = %cst_1, %arg2 = %cst_1, %arg3 = %cst_1, %arg4 = %cst_0) : (tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>) -> (tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>) {
|
||||||
|
%1 = arith.cmpi slt, %arg0, %cst_42 : tensor<i32>
|
||||||
|
%2 = tensor.extract %1[] : tensor<i1>
|
||||||
|
scf.condition(%2) %arg1, %arg0, %arg2, %arg0, %arg3, %arg4 : tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>
|
||||||
|
} do {
|
||||||
|
^bb0(%arg0: tensor<i32>, %arg1: tensor<i32>, %arg2: tensor<i32>, %arg3: tensor<i32>, %arg4: tensor<i32>, %arg5: tensor<i32>): // no predecessors
|
||||||
|
%1 = arith.addi %arg0, %cst_1 : tensor<i32>
|
||||||
|
%2 = arith.addi %arg2, %arg3 : tensor<i32>
|
||||||
|
scf.yield %arg3, %arg1, %2, %2, %arg4 : tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>
|
||||||
|
}
|
||||||
|
return %0#0, %0#1, %0#2, %0#3, %0#4, %0#5 : tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>, tensor<i32>
|
||||||
|
}
|
||||||
|
// CHECK: %[[CST42:.*]] = arith.constant dense<42>
|
||||||
|
// CHECK: %[[ONE:.*]] = arith.constant dense<1>
|
||||||
|
// CHECK: %[[ZERO:.*]] = arith.constant dense<0>
|
||||||
|
// CHECK: %[[WHILE:.*]]:2 = scf.while (%[[ARG1:.*]] = %[[ONE]], %[[ARG4:.*]] = %[[ZERO]])
|
||||||
|
// CHECK: arith.cmpi slt, %[[ZERO]], %[[CST42]]
|
||||||
|
// CHECK: tensor.extract %{{.*}}[]
|
||||||
|
// CHECK: scf.condition(%{{.*}}) %[[ARG1]], %[[ARG4]]
|
||||||
|
// CHECK: } do {
|
||||||
|
// CHECK: ^{{.*}}(%{{.*}}: tensor<i32>, %{{.*}}: tensor<i32>):
|
||||||
|
// CHECK: scf.yield %[[ZERO]], %[[ONE]]
|
||||||
|
// CHECK: }
|
||||||
|
// CHECK: return %[[WHILE]]#0, %[[ZERO]], %[[ONE]], %[[ZERO]], %[[ONE]], %[[WHILE]]#1
|
||||||
|
|
||||||
|
// -----
|
||||||
|
|
||||||
// CHECK-LABEL: @while_unused_result
|
// CHECK-LABEL: @while_unused_result
|
||||||
func @while_unused_result() -> i32 {
|
func @while_unused_result() -> i32 {
|
||||||
%0:2 = scf.while () : () -> (i32, i64) {
|
%0:2 = scf.while () : () -> (i32, i64) {
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue