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[mlir:GreedyPatternRewriter] Add debug logging for pattern rewriter actions
This effectively mirrors the logging in dialect conversion, which has proven very useful for understanding the pattern application process. Differential Revision: https://reviews.llvm.org/D112120
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@ -342,6 +342,39 @@ match larger patterns with ambiguous pattern sets.
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Note: This driver is the one used by the [canonicalization](Canonicalization.md)
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[pass](Passes.md/#-canonicalize-canonicalize-operations) in MLIR.
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### Debugging
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To debug the execution of the greedy pattern rewrite driver,
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`-debug-only=greedy-rewriter` may be used. This command line flag activates
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LLVM's debug logging infrastructure solely for the greedy pattern rewriter. The
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output is formatted as a tree structure, mirroring the structure of the pattern
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application process. This output contains all of the actions performed by the
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rewriter, how operations get processed and patterns are applied, and why they
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fail.
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Example output is shown below:
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```
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//===-------------------------------------------===//
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Processing operation : 'std.cond_br'(0x60f000001120) {
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"std.cond_br"(%arg0)[^bb2, ^bb2] {operand_segment_sizes = dense<[1, 0, 0]> : vector<3xi32>} : (i1) -> ()
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* Pattern SimplifyConstCondBranchPred : 'std.cond_br -> ()' {
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} -> failure : pattern failed to match
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* Pattern SimplifyCondBranchIdenticalSuccessors : 'std.cond_br -> ()' {
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** Insert : 'std.br'(0x60b000003690)
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** Replace : 'std.cond_br'(0x60f000001120)
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} -> success : pattern applied successfully
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} -> success : pattern matched
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//===-------------------------------------------===//
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```
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This output is describing the processing of a `std.cond_br` operation. We first
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try to apply the `SimplifyConstCondBranchPred`, which fails. From there, another
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pattern (`SimplifyCondBranchIdenticalSuccessors`) is applied that matches the
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`std.cond_br` and replaces it with a `std.br`.
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## Debugging
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### Pattern Filtering
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@ -18,11 +18,12 @@
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#include "llvm/ADT/DenseMap.h"
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#include "llvm/Support/CommandLine.h"
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#include "llvm/Support/Debug.h"
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#include "llvm/Support/ScopedPrinter.h"
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#include "llvm/Support/raw_ostream.h"
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using namespace mlir;
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#define DEBUG_TYPE "pattern-matcher"
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#define DEBUG_TYPE "greedy-rewriter"
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//===----------------------------------------------------------------------===//
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// GreedyPatternRewriteDriver
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@ -70,6 +71,14 @@ protected:
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// before the root is changed.
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void notifyRootReplaced(Operation *op) override;
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/// PatternRewriter hook for erasing a dead operation.
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void eraseOp(Operation *op) override;
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/// PatternRewriter hook for notifying match failure reasons.
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LogicalResult
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notifyMatchFailure(Operation *op,
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function_ref<void(Diagnostic &)> reasonCallback) override;
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/// The low-level pattern applicator.
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PatternApplicator matcher;
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@ -86,6 +95,11 @@ protected:
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private:
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/// Configuration information for how to simplify.
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GreedyRewriteConfig config;
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#ifndef NDEBUG
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/// A logger used to emit information during the application process.
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llvm::ScopedPrinter logger{llvm::dbgs()};
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#endif
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};
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} // end anonymous namespace
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@ -100,6 +114,24 @@ GreedyPatternRewriteDriver::GreedyPatternRewriteDriver(
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}
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bool GreedyPatternRewriteDriver::simplify(MutableArrayRef<Region> regions) {
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#ifndef NDEBUG
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const char *logLineComment =
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"//===-------------------------------------------===//\n";
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/// A utility function to log a process result for the given reason.
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auto logResult = [&](StringRef result, const llvm::Twine &msg = {}) {
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logger.unindent();
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logger.startLine() << "} -> " << result;
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if (!msg.isTriviallyEmpty())
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logger.getOStream() << " : " << msg;
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logger.getOStream() << "\n";
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};
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auto logResultWithLine = [&](StringRef result, const llvm::Twine &msg = {}) {
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logResult(result, msg);
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logger.startLine() << logLineComment;
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};
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#endif
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bool changed = false;
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unsigned iteration = 0;
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do {
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@ -135,11 +167,29 @@ bool GreedyPatternRewriteDriver::simplify(MutableArrayRef<Region> regions) {
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if (op == nullptr)
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continue;
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LLVM_DEBUG({
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logger.getOStream() << "\n";
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logger.startLine() << logLineComment;
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logger.startLine() << "Processing operation : '" << op->getName()
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<< "'(" << op << ") {\n";
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logger.indent();
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// If the operation has no regions, just print it here.
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if (op->getNumRegions() == 0) {
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op->print(
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logger.startLine(),
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OpPrintingFlags().printGenericOpForm().elideLargeElementsAttrs());
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logger.getOStream() << "\n\n";
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}
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});
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// If the operation is trivially dead - remove it.
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if (isOpTriviallyDead(op)) {
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notifyOperationRemoved(op);
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op->erase();
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changed = true;
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LLVM_DEBUG(logResultWithLine("success", "operation is trivially dead"));
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continue;
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}
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@ -166,6 +216,8 @@ bool GreedyPatternRewriteDriver::simplify(MutableArrayRef<Region> regions) {
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bool inPlaceUpdate;
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if ((succeeded(folder.tryToFold(op, collectOps, preReplaceAction,
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&inPlaceUpdate)))) {
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LLVM_DEBUG(logResultWithLine("success", "operation was folded"));
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changed = true;
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if (!inPlaceUpdate)
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continue;
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@ -174,7 +226,41 @@ bool GreedyPatternRewriteDriver::simplify(MutableArrayRef<Region> regions) {
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// Try to match one of the patterns. The rewriter is automatically
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// notified of any necessary changes, so there is nothing else to do
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// here.
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changed |= succeeded(matcher.matchAndRewrite(op, *this));
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#ifndef NDEBUG
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auto canApply = [&](const Pattern &pattern) {
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LLVM_DEBUG({
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logger.getOStream() << "\n";
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logger.startLine() << "* Pattern " << pattern.getDebugName() << " : '"
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<< op->getName() << " -> (";
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llvm::interleaveComma(pattern.getGeneratedOps(), logger.getOStream());
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logger.getOStream() << ")' {\n";
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logger.indent();
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});
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return true;
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};
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auto onFailure = [&](const Pattern &pattern) {
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LLVM_DEBUG(logResult("failure", "pattern failed to match"));
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};
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auto onSuccess = [&](const Pattern &pattern) {
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LLVM_DEBUG(logResult("success", "pattern applied successfully"));
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return success();
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};
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LogicalResult matchResult =
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matcher.matchAndRewrite(op, *this, canApply, onFailure, onSuccess);
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if (succeeded(matchResult))
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LLVM_DEBUG(logResultWithLine("success", "pattern matched"));
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else
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LLVM_DEBUG(logResultWithLine("failure", "pattern failed to match"));
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#else
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LogicalResult matchResult = matcher.matchAndRewrite(op, *this);
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#endif
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#ifndef NDEBUG
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#endif
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changed |= succeeded(matchResult);
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}
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// After applying patterns, make sure that the CFG of each of the regions
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@ -218,6 +304,10 @@ void GreedyPatternRewriteDriver::removeFromWorklist(Operation *op) {
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}
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void GreedyPatternRewriteDriver::notifyOperationInserted(Operation *op) {
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LLVM_DEBUG({
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logger.startLine() << "** Insert : '" << op->getName() << "'(" << op
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<< ")\n";
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});
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addToWorklist(op);
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}
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@ -245,11 +335,33 @@ void GreedyPatternRewriteDriver::notifyOperationRemoved(Operation *op) {
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}
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void GreedyPatternRewriteDriver::notifyRootReplaced(Operation *op) {
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LLVM_DEBUG({
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logger.startLine() << "** Replace : '" << op->getName() << "'(" << op
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<< ")\n";
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});
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for (auto result : op->getResults())
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for (auto *user : result.getUsers())
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addToWorklist(user);
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}
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void GreedyPatternRewriteDriver::eraseOp(Operation *op) {
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LLVM_DEBUG({
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logger.startLine() << "** Erase : '" << op->getName() << "'(" << op
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<< ")\n";
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});
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PatternRewriter::eraseOp(op);
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}
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LogicalResult GreedyPatternRewriteDriver::notifyMatchFailure(
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Operation *op, function_ref<void(Diagnostic &)> reasonCallback) {
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LLVM_DEBUG({
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Diagnostic diag(op->getLoc(), DiagnosticSeverity::Remark);
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reasonCallback(diag);
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logger.startLine() << "** Failure : " << diag.str() << "\n";
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});
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return failure();
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}
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/// Rewrite the regions of the specified operation, which must be isolated from
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/// above, by repeatedly applying the highest benefit patterns in a greedy
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/// work-list driven manner. Return success if no more patterns can be matched
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