//===----------------------------------------------------------------------===// // // 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 // Also available under a BSD-style license. See LICENSE. // //===----------------------------------------------------------------------===// #include "torch-mlir/Dialect/Torch/IR/TorchDialect.h" #include "mlir/IR/BuiltinOps.h" #include "mlir/IR/DialectImplementation.h" #include "mlir/Transforms/InliningUtils.h" #include "torch-mlir/Dialect/Torch/IR/TorchOps.h" #include "torch-mlir/Dialect/Torch/IR/TorchTypes.h" #include "llvm/ADT/StringExtras.h" #include "llvm/ADT/TypeSwitch.h" using namespace mlir; using namespace mlir::torch; using namespace mlir::torch::Torch; #include "torch-mlir/Dialect/Torch/IR/TorchDialect.cpp.inc" //===----------------------------------------------------------------------===// // Dialect Interfaces //===----------------------------------------------------------------------===// namespace { struct TorchInlinerInterface : public DialectInlinerInterface { using DialectInlinerInterface::DialectInlinerInterface; bool isLegalToInline(Region *dest, Region *src, bool wouldBeCloned, BlockAndValueMapping &valueMapping) const final { return true; } bool isLegalToInline(Operation *, Region *, bool wouldBeCloned, BlockAndValueMapping &) const final { return true; } }; } // end anonymous namespace //===----------------------------------------------------------------------===// // Tablegen Type Definitions //===----------------------------------------------------------------------===// #define GET_TYPEDEF_CLASSES #include "torch-mlir/Dialect/Torch/IR/TorchTypes.cpp.inc" //===----------------------------------------------------------------------===// // Dialect initialize method. //===----------------------------------------------------------------------===// void TorchDialect::initialize() { addOperations< #define GET_OP_LIST #include "torch-mlir/Dialect/Torch/IR/TorchOps.cpp.inc" >(); addTypes< #define GET_TYPEDEF_LIST #include "torch-mlir/Dialect/Torch/IR/TorchTypes.cpp.inc" >(); addInterfaces(); } //===----------------------------------------------------------------------===// // Type-related Dialect methods. //===----------------------------------------------------------------------===// Type TorchDialect::parseType(DialectAsmParser &parser) const { StringRef keyword; if (parser.parseKeyword(&keyword)) return Type(); Type type; if (generatedTypeParser(parser, keyword, type).hasValue()) return type; parser.emitError(parser.getNameLoc(), "invalid 'torch' type: `") << keyword << "'"; return Type(); } void TorchDialect::printType(Type type, DialectAsmPrinter &printer) const { if (failed(generatedTypePrinter(type, printer))) llvm_unreachable("unknown 'torch' type"); } //===----------------------------------------------------------------------===// // Dialect-level verifiers. //===----------------------------------------------------------------------===// LogicalResult TorchDialect::verifyRegionArgAttribute(Operation *op, unsigned regionIndex, unsigned argIndex, NamedAttribute namedAttr) { if (namedAttr.getName().getValue() == "torch.type_bound") { auto func = dyn_cast(op); if (!func) return op->emitError() << "'torch.type_bound' must be attached to a func"; TypeAttr attr = namedAttr.getValue().dyn_cast(); if (!attr) return op->emitError() << "'torch.type_bound' must be TypeAttr"; auto type = attr.getValue().dyn_cast(); if (!type) return op->emitError() << "'torch.type_bound' must be of " "!torch.tensor/!torch.vtensor type"; if (!func.getType().getInput(argIndex).isa()) return op->emitError() << "'torch.type_bound' must be attached to an " "argument of !torch.tensor/!torch.vtensor type"; return success(); } return op->emitError() << "unknown region arg attribute '" << namedAttr.getName().getValue() << "'"; } //===----------------------------------------------------------------------===// // Constant materializer. //===----------------------------------------------------------------------===// Operation *TorchDialect::materializeConstant(OpBuilder &builder, Attribute value, Type type, Location loc) { if (auto integerType = type.dyn_cast()) return builder.create(loc, value.cast()); if (auto floatType = type.dyn_cast()) return builder.create(loc, value.cast()); if (type.isa()) { return builder.create(loc, value.cast()); } if (type.isa()) return builder.create(loc); if (auto stringAttr = value.dyn_cast()) return builder.create(loc, stringAttr); if (auto elementsAttr = value.dyn_cast()) { // Only !torch.vtensor can be constant folded. !torch.tensor has // non-trivial aliasing semantics which prevent deduplicating it. assert(type.isa() && "should be a vtensor type!"); return builder.create(loc, elementsAttr); } return nullptr; }