//===- Verifier.cpp - MLIR Verifier Implementation ------------------------===// // // 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 verify() methods on the various IR types, performing // (potentially expensive) checks on the holistic structure of the code. This // can be used for detecting bugs in compiler transformations and hand written // .mlir files. // // The checks in this file are only for things that can occur as part of IR // transformations: e.g. violation of dominance information, malformed operation // attributes, etc. MLIR supports transformations moving IR through locally // invalid states (e.g. unlinking an operation from a block before re-inserting // it in a new place), but each transformation must complete with the IR in a // valid form. // // This should not check for things that are always wrong by construction (e.g. // attributes or other immutable structures that are incorrect), because those // are not mutable and can be checked at time of construction. // //===----------------------------------------------------------------------===// #include "mlir/IR/Verifier.h" #include "mlir/IR/Attributes.h" #include "mlir/IR/Dialect.h" #include "mlir/IR/Dominance.h" #include "mlir/IR/Operation.h" #include "mlir/IR/RegionKindInterface.h" #include "llvm/ADT/StringMap.h" #include "llvm/Support/FormatVariadic.h" #include "llvm/Support/PrettyStackTrace.h" #include "llvm/Support/Regex.h" using namespace mlir; namespace { /// This class encapsulates all the state used to verify an operation region. class OperationVerifier { public: explicit OperationVerifier(MLIRContext *ctx) : ctx(ctx) {} /// Verify the given operation. LogicalResult verify(Operation &op); /// Returns the registered dialect for a dialect-specific attribute. Dialect *getDialectForAttribute(const NamedAttribute &attr) { assert(attr.first.strref().contains('.') && "expected dialect attribute"); auto dialectNamePair = attr.first.strref().split('.'); return ctx->getLoadedDialect(dialectNamePair.first); } private: /// Verify the given potentially nested region or block. LogicalResult verifyRegion(Region ®ion); LogicalResult verifyBlock(Block &block); LogicalResult verifyOperation(Operation &op); /// Verify the dominance property of operations within the given Region. LogicalResult verifyDominance(Region ®ion); /// Verify the dominance property of regions contained within the given /// Operation. LogicalResult verifyDominanceOfContainedRegions(Operation &op); /// Emit an error for the given block. InFlightDiagnostic emitError(Block &bb, const Twine &message) { // Take the location information for the first operation in the block. if (!bb.empty()) return bb.front().emitError(message); // Worst case, fall back to using the parent's location. return mlir::emitError(bb.getParent()->getLoc(), message); } /// The current context for the verifier. MLIRContext *ctx; /// Dominance information for this operation, when checking dominance. DominanceInfo *domInfo = nullptr; /// Mapping between dialect namespace and if that dialect supports /// unregistered operations. llvm::StringMap dialectAllowsUnknownOps; }; } // end anonymous namespace /// Verify the given operation. LogicalResult OperationVerifier::verify(Operation &op) { // Verify the operation first. if (failed(verifyOperation(op))) return failure(); // Since everything looks structurally ok to this point, we do a dominance // check for any nested regions. We do this as a second pass since malformed // CFG's can cause dominator analysis constructure to crash and we want the // verifier to be resilient to malformed code. DominanceInfo theDomInfo(&op); domInfo = &theDomInfo; if (failed(verifyDominanceOfContainedRegions(op))) return failure(); domInfo = nullptr; return success(); } LogicalResult OperationVerifier::verifyRegion(Region ®ion) { if (region.empty()) return success(); // Verify the first block has no predecessors. auto *firstBB = ®ion.front(); if (!firstBB->hasNoPredecessors()) return mlir::emitError(region.getLoc(), "entry block of region may not have predecessors"); // Verify each of the blocks within the region. for (Block &block : region) if (failed(verifyBlock(block))) return failure(); return success(); } LogicalResult OperationVerifier::verifyBlock(Block &block) { for (auto arg : block.getArguments()) if (arg.getOwner() != &block) return emitError(block, "block argument not owned by block"); // Verify that this block has a terminator. if (block.empty()) return emitError(block, "block with no terminator"); // Verify the non-terminator operations separately so that we can verify // they has no successors. for (auto &op : llvm::make_range(block.begin(), std::prev(block.end()))) { if (op.getNumSuccessors() != 0) return op.emitError( "operation with block successors must terminate its parent block"); if (failed(verifyOperation(op))) return failure(); } // Verify the terminator. if (failed(verifyOperation(block.back()))) return failure(); if (block.back().isKnownNonTerminator()) return block.back().emitError("block with no terminator"); // Verify that this block is not branching to a block of a different // region. for (Block *successor : block.getSuccessors()) if (successor->getParent() != block.getParent()) return block.back().emitOpError( "branching to block of a different region"); return success(); } LogicalResult OperationVerifier::verifyOperation(Operation &op) { // Check that operands are non-nil and structurally ok. for (auto operand : op.getOperands()) if (!operand) return op.emitError("null operand found"); /// Verify that all of the attributes are okay. for (auto attr : op.getAttrs()) { // Check for any optional dialect specific attributes. if (!attr.first.strref().contains('.')) continue; if (auto *dialect = getDialectForAttribute(attr)) if (failed(dialect->verifyOperationAttribute(&op, attr))) return failure(); } // If we can get operation info for this, check the custom hook. auto *opInfo = op.getAbstractOperation(); if (opInfo && failed(opInfo->verifyInvariants(&op))) return failure(); auto kindInterface = dyn_cast(op); // Verify that all child regions are ok. unsigned numRegions = op.getNumRegions(); for (unsigned i = 0; i < numRegions; i++) { Region ®ion = op.getRegion(i); // Check that Graph Regions only have a single basic block. This is // similar to the code in SingleBlockImplicitTerminator, but doesn't // require the trait to be specified. This arbitrary limitation is // designed to limit the number of cases that have to be handled by // transforms and conversions until the concept stabilizes. if (op.isRegistered() && kindInterface && kindInterface.getRegionKind(i) == RegionKind::Graph) { // Empty regions are fine. if (region.empty()) continue; // Non-empty regions must contain a single basic block. if (std::next(region.begin()) != region.end()) return op.emitOpError("expects graph region #") << i << " to have 0 or 1 blocks"; } if (failed(verifyRegion(region))) return failure(); } // If this is a registered operation, there is nothing left to do. if (opInfo) return success(); // Otherwise, verify that the parent dialect allows un-registered operations. auto dialectPrefix = op.getName().getDialect(); // Check for an existing answer for the operation dialect. auto it = dialectAllowsUnknownOps.find(dialectPrefix); if (it == dialectAllowsUnknownOps.end()) { // If the operation dialect is registered, query it directly. if (auto *dialect = ctx->getLoadedDialect(dialectPrefix)) it = dialectAllowsUnknownOps .try_emplace(dialectPrefix, dialect->allowsUnknownOperations()) .first; // Otherwise, unregistered dialects (when allowed by the context) // conservatively allow unknown operations. else { if (!op.getContext()->allowsUnregisteredDialects() && !op.getDialect()) return op.emitOpError() << "created with unregistered dialect. If this is " "intended, please call allowUnregisteredDialects() on the " "MLIRContext, or use -allow-unregistered-dialect with " "mlir-opt"; it = dialectAllowsUnknownOps.try_emplace(dialectPrefix, true).first; } } if (!it->second) { return op.emitError("unregistered operation '") << op.getName() << "' found in dialect ('" << dialectPrefix << "') that does not allow unknown operations"; } return success(); } LogicalResult OperationVerifier::verifyDominance(Region ®ion) { // Verify the dominance of each of the held operations. for (Block &block : region) { // Dominance is only meaningful inside reachable blocks. if (domInfo->isReachableFromEntry(&block)) for (Operation &op : block) // Check that operands properly dominate this use. for (unsigned operandNo = 0, e = op.getNumOperands(); operandNo != e; ++operandNo) { auto operand = op.getOperand(operandNo); if (domInfo->properlyDominates(operand, &op)) continue; auto diag = op.emitError("operand #") << operandNo << " does not dominate this use"; if (auto *useOp = operand.getDefiningOp()) diag.attachNote(useOp->getLoc()) << "operand defined here"; return failure(); } // Recursively verify dominance within each operation in the // block, even if the block itself is not reachable, or we are in // a region which doesn't respect dominance. for (Operation &op : block) if (failed(verifyDominanceOfContainedRegions(op))) return failure(); } return success(); } /// Verify the dominance of each of the nested blocks within the given operation LogicalResult OperationVerifier::verifyDominanceOfContainedRegions(Operation &op) { for (Region ®ion : op.getRegions()) { if (failed(verifyDominance(region))) return failure(); } return success(); } //===----------------------------------------------------------------------===// // Entrypoint //===----------------------------------------------------------------------===// /// Perform (potentially expensive) checks of invariants, used to detect /// compiler bugs. On error, this reports the error through the MLIRContext and /// returns failure. LogicalResult mlir::verify(Operation *op) { return OperationVerifier(op->getContext()).verify(*op); }