MLIR  20.0.0git
Async.cpp
Go to the documentation of this file.
1 //===- Async.cpp - MLIR Async Operations ----------------------------------===//
2 //
3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4 // See https://llvm.org/LICENSE.txt for license information.
5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6 //
7 //===----------------------------------------------------------------------===//
8 
10 
12 #include "mlir/IR/IRMapping.h"
14 #include "llvm/ADT/MapVector.h"
15 #include "llvm/ADT/TypeSwitch.h"
16 
17 using namespace mlir;
18 using namespace mlir::async;
19 
20 #include "mlir/Dialect/Async/IR/AsyncOpsDialect.cpp.inc"
21 
22 constexpr StringRef AsyncDialect::kAllowedToBlockAttrName;
23 
24 void AsyncDialect::initialize() {
25  addOperations<
26 #define GET_OP_LIST
27 #include "mlir/Dialect/Async/IR/AsyncOps.cpp.inc"
28  >();
29  addTypes<
30 #define GET_TYPEDEF_LIST
31 #include "mlir/Dialect/Async/IR/AsyncOpsTypes.cpp.inc"
32  >();
33 }
34 
35 //===----------------------------------------------------------------------===//
36 /// ExecuteOp
37 //===----------------------------------------------------------------------===//
38 
39 constexpr char kOperandSegmentSizesAttr[] = "operandSegmentSizes";
40 
41 OperandRange ExecuteOp::getEntrySuccessorOperands(RegionBranchPoint point) {
42  assert(point == getBodyRegion() && "invalid region index");
43  return getBodyOperands();
44 }
45 
46 bool ExecuteOp::areTypesCompatible(Type lhs, Type rhs) {
47  const auto getValueOrTokenType = [](Type type) {
48  if (auto value = llvm::dyn_cast<ValueType>(type))
49  return value.getValueType();
50  return type;
51  };
52  return getValueOrTokenType(lhs) == getValueOrTokenType(rhs);
53 }
54 
55 void ExecuteOp::getSuccessorRegions(RegionBranchPoint point,
57  // The `body` region branch back to the parent operation.
58  if (point == getBodyRegion()) {
59  regions.push_back(RegionSuccessor(getBodyResults()));
60  return;
61  }
62 
63  // Otherwise the successor is the body region.
64  regions.push_back(
65  RegionSuccessor(&getBodyRegion(), getBodyRegion().getArguments()));
66 }
67 
68 void ExecuteOp::build(OpBuilder &builder, OperationState &result,
69  TypeRange resultTypes, ValueRange dependencies,
70  ValueRange operands, BodyBuilderFn bodyBuilder) {
71  OpBuilder::InsertionGuard guard(builder);
72  result.addOperands(dependencies);
73  result.addOperands(operands);
74 
75  // Add derived `operandSegmentSizes` attribute based on parsed operands.
76  int32_t numDependencies = dependencies.size();
77  int32_t numOperands = operands.size();
78  auto operandSegmentSizes =
79  builder.getDenseI32ArrayAttr({numDependencies, numOperands});
80  result.addAttribute(kOperandSegmentSizesAttr, operandSegmentSizes);
81 
82  // First result is always a token, and then `resultTypes` wrapped into
83  // `async.value`.
84  result.addTypes({TokenType::get(result.getContext())});
85  for (Type type : resultTypes)
86  result.addTypes(ValueType::get(type));
87 
88  // Add a body region with block arguments as unwrapped async value operands.
89  Region *bodyRegion = result.addRegion();
90  Block *bodyBlock = builder.createBlock(bodyRegion);
91  for (Value operand : operands) {
92  auto valueType = llvm::dyn_cast<ValueType>(operand.getType());
93  bodyBlock->addArgument(valueType ? valueType.getValueType()
94  : operand.getType(),
95  operand.getLoc());
96  }
97 
98  // Create the default terminator if the builder is not provided and if the
99  // expected result is empty. Otherwise, leave this to the caller
100  // because we don't know which values to return from the execute op.
101  if (resultTypes.empty() && !bodyBuilder) {
102  builder.create<async::YieldOp>(result.location, ValueRange());
103  } else if (bodyBuilder) {
104  bodyBuilder(builder, result.location, bodyBlock->getArguments());
105  }
106 }
107 
109  // [%tokens,...]
110  if (!getDependencies().empty())
111  p << " [" << getDependencies() << "]";
112 
113  // (%value as %unwrapped: !async.value<!arg.type>, ...)
114  if (!getBodyOperands().empty()) {
115  p << " (";
116  Block *entry = getBodyRegion().empty() ? nullptr : &getBodyRegion().front();
117  llvm::interleaveComma(
118  getBodyOperands(), p, [&, n = 0](Value operand) mutable {
119  Value argument = entry ? entry->getArgument(n++) : Value();
120  p << operand << " as " << argument << ": " << operand.getType();
121  });
122  p << ")";
123  }
124 
125  // -> (!async.value<!return.type>, ...)
126  p.printOptionalArrowTypeList(llvm::drop_begin(getResultTypes()));
127  p.printOptionalAttrDictWithKeyword((*this)->getAttrs(),
128  {kOperandSegmentSizesAttr});
129  p << ' ';
130  p.printRegion(getBodyRegion(), /*printEntryBlockArgs=*/false);
131 }
132 
133 ParseResult ExecuteOp::parse(OpAsmParser &parser, OperationState &result) {
134  MLIRContext *ctx = result.getContext();
135 
136  // Sizes of parsed variadic operands, will be updated below after parsing.
137  int32_t numDependencies = 0;
138 
139  auto tokenTy = TokenType::get(ctx);
140 
141  // Parse dependency tokens.
142  if (succeeded(parser.parseOptionalLSquare())) {
144  if (parser.parseOperandList(tokenArgs) ||
145  parser.resolveOperands(tokenArgs, tokenTy, result.operands) ||
146  parser.parseRSquare())
147  return failure();
148 
149  numDependencies = tokenArgs.size();
150  }
151 
152  // Parse async value operands (%value as %unwrapped : !async.value<!type>).
155  SmallVector<Type, 4> valueTypes;
156 
157  // Parse a single instance of `%value as %unwrapped : !async.value<!type>`.
158  auto parseAsyncValueArg = [&]() -> ParseResult {
159  if (parser.parseOperand(valueArgs.emplace_back()) ||
160  parser.parseKeyword("as") ||
161  parser.parseArgument(unwrappedArgs.emplace_back()) ||
162  parser.parseColonType(valueTypes.emplace_back()))
163  return failure();
164 
165  auto valueTy = llvm::dyn_cast<ValueType>(valueTypes.back());
166  unwrappedArgs.back().type = valueTy ? valueTy.getValueType() : Type();
167  return success();
168  };
169 
170  auto argsLoc = parser.getCurrentLocation();
172  parseAsyncValueArg) ||
173  parser.resolveOperands(valueArgs, valueTypes, argsLoc, result.operands))
174  return failure();
175 
176  int32_t numOperands = valueArgs.size();
177 
178  // Add derived `operandSegmentSizes` attribute based on parsed operands.
179  auto operandSegmentSizes =
180  parser.getBuilder().getDenseI32ArrayAttr({numDependencies, numOperands});
181  result.addAttribute(kOperandSegmentSizesAttr, operandSegmentSizes);
182 
183  // Parse the types of results returned from the async execute op.
184  SmallVector<Type, 4> resultTypes;
185  NamedAttrList attrs;
186  if (parser.parseOptionalArrowTypeList(resultTypes) ||
187  // Async execute first result is always a completion token.
188  parser.addTypeToList(tokenTy, result.types) ||
189  parser.addTypesToList(resultTypes, result.types) ||
190  // Parse operation attributes.
191  parser.parseOptionalAttrDictWithKeyword(attrs))
192  return failure();
193 
194  result.addAttributes(attrs);
195 
196  // Parse asynchronous region.
197  Region *body = result.addRegion();
198  return parser.parseRegion(*body, /*arguments=*/unwrappedArgs);
199 }
200 
201 LogicalResult ExecuteOp::verifyRegions() {
202  // Unwrap async.execute value operands types.
203  auto unwrappedTypes = llvm::map_range(getBodyOperands(), [](Value operand) {
204  return llvm::cast<ValueType>(operand.getType()).getValueType();
205  });
206 
207  // Verify that unwrapped argument types matches the body region arguments.
208  if (getBodyRegion().getArgumentTypes() != unwrappedTypes)
209  return emitOpError("async body region argument types do not match the "
210  "execute operation arguments types");
211 
212  return success();
213 }
214 
215 //===----------------------------------------------------------------------===//
216 /// CreateGroupOp
217 //===----------------------------------------------------------------------===//
218 
219 LogicalResult CreateGroupOp::canonicalize(CreateGroupOp op,
220  PatternRewriter &rewriter) {
221  // Find all `await_all` users of the group.
222  llvm::SmallVector<AwaitAllOp> awaitAllUsers;
223 
224  auto isAwaitAll = [&](Operation *op) -> bool {
225  if (AwaitAllOp awaitAll = dyn_cast<AwaitAllOp>(op)) {
226  awaitAllUsers.push_back(awaitAll);
227  return true;
228  }
229  return false;
230  };
231 
232  // Check if all users of the group are `await_all` operations.
233  if (!llvm::all_of(op->getUsers(), isAwaitAll))
234  return failure();
235 
236  // If group is only awaited without adding anything to it, we can safely erase
237  // the create operation and all users.
238  for (AwaitAllOp awaitAll : awaitAllUsers)
239  rewriter.eraseOp(awaitAll);
240  rewriter.eraseOp(op);
241 
242  return success();
243 }
244 
245 //===----------------------------------------------------------------------===//
246 /// AwaitOp
247 //===----------------------------------------------------------------------===//
248 
249 void AwaitOp::build(OpBuilder &builder, OperationState &result, Value operand,
250  ArrayRef<NamedAttribute> attrs) {
251  result.addOperands({operand});
252  result.attributes.append(attrs.begin(), attrs.end());
253 
254  // Add unwrapped async.value type to the returned values types.
255  if (auto valueType = llvm::dyn_cast<ValueType>(operand.getType()))
256  result.addTypes(valueType.getValueType());
257 }
258 
259 static ParseResult parseAwaitResultType(OpAsmParser &parser, Type &operandType,
260  Type &resultType) {
261  if (parser.parseType(operandType))
262  return failure();
263 
264  // Add unwrapped async.value type to the returned values types.
265  if (auto valueType = llvm::dyn_cast<ValueType>(operandType))
266  resultType = valueType.getValueType();
267 
268  return success();
269 }
270 
272  Type operandType, Type resultType) {
273  p << operandType;
274 }
275 
276 LogicalResult AwaitOp::verify() {
277  Type argType = getOperand().getType();
278 
279  // Awaiting on a token does not have any results.
280  if (llvm::isa<TokenType>(argType) && !getResultTypes().empty())
281  return emitOpError("awaiting on a token must have empty result");
282 
283  // Awaiting on a value unwraps the async value type.
284  if (auto value = llvm::dyn_cast<ValueType>(argType)) {
285  if (*getResultType() != value.getValueType())
286  return emitOpError() << "result type " << *getResultType()
287  << " does not match async value type "
288  << value.getValueType();
289  }
290 
291  return success();
292 }
293 
294 //===----------------------------------------------------------------------===//
295 // FuncOp
296 //===----------------------------------------------------------------------===//
297 
298 void FuncOp::build(OpBuilder &builder, OperationState &state, StringRef name,
299  FunctionType type, ArrayRef<NamedAttribute> attrs,
300  ArrayRef<DictionaryAttr> argAttrs) {
301  state.addAttribute(SymbolTable::getSymbolAttrName(),
302  builder.getStringAttr(name));
303  state.addAttribute(getFunctionTypeAttrName(state.name), TypeAttr::get(type));
304 
305  state.attributes.append(attrs.begin(), attrs.end());
306  state.addRegion();
307 
308  if (argAttrs.empty())
309  return;
310  assert(type.getNumInputs() == argAttrs.size());
312  builder, state, argAttrs, /*resultAttrs=*/std::nullopt,
313  getArgAttrsAttrName(state.name), getResAttrsAttrName(state.name));
314 }
315 
316 ParseResult FuncOp::parse(OpAsmParser &parser, OperationState &result) {
317  auto buildFuncType =
318  [](Builder &builder, ArrayRef<Type> argTypes, ArrayRef<Type> results,
320  std::string &) { return builder.getFunctionType(argTypes, results); };
321 
323  parser, result, /*allowVariadic=*/false,
324  getFunctionTypeAttrName(result.name), buildFuncType,
325  getArgAttrsAttrName(result.name), getResAttrsAttrName(result.name));
326 }
327 
328 void FuncOp::print(OpAsmPrinter &p) {
330  p, *this, /*isVariadic=*/false, getFunctionTypeAttrName(),
331  getArgAttrsAttrName(), getResAttrsAttrName());
332 }
333 
334 /// Check that the result type of async.func is not void and must be
335 /// some async token or async values.
336 LogicalResult FuncOp::verify() {
337  auto resultTypes = getResultTypes();
338  if (resultTypes.empty())
339  return emitOpError()
340  << "result is expected to be at least of size 1, but got "
341  << resultTypes.size();
342 
343  for (unsigned i = 0, e = resultTypes.size(); i != e; ++i) {
344  auto type = resultTypes[i];
345  if (!llvm::isa<TokenType>(type) && !llvm::isa<ValueType>(type))
346  return emitOpError() << "result type must be async value type or async "
347  "token type, but got "
348  << type;
349  // We only allow AsyncToken appear as the first return value
350  if (llvm::isa<TokenType>(type) && i != 0) {
351  return emitOpError()
352  << " results' (optional) async token type is expected "
353  "to appear as the 1st return value, but got "
354  << i + 1;
355  }
356  }
357 
358  return success();
359 }
360 
361 //===----------------------------------------------------------------------===//
362 /// CallOp
363 //===----------------------------------------------------------------------===//
364 
365 LogicalResult CallOp::verifySymbolUses(SymbolTableCollection &symbolTable) {
366  // Check that the callee attribute was specified.
367  auto fnAttr = (*this)->getAttrOfType<FlatSymbolRefAttr>("callee");
368  if (!fnAttr)
369  return emitOpError("requires a 'callee' symbol reference attribute");
370  FuncOp fn = symbolTable.lookupNearestSymbolFrom<FuncOp>(*this, fnAttr);
371  if (!fn)
372  return emitOpError() << "'" << fnAttr.getValue()
373  << "' does not reference a valid async function";
374 
375  // Verify that the operand and result types match the callee.
376  auto fnType = fn.getFunctionType();
377  if (fnType.getNumInputs() != getNumOperands())
378  return emitOpError("incorrect number of operands for callee");
379 
380  for (unsigned i = 0, e = fnType.getNumInputs(); i != e; ++i)
381  if (getOperand(i).getType() != fnType.getInput(i))
382  return emitOpError("operand type mismatch: expected operand type ")
383  << fnType.getInput(i) << ", but provided "
384  << getOperand(i).getType() << " for operand number " << i;
385 
386  if (fnType.getNumResults() != getNumResults())
387  return emitOpError("incorrect number of results for callee");
388 
389  for (unsigned i = 0, e = fnType.getNumResults(); i != e; ++i)
390  if (getResult(i).getType() != fnType.getResult(i)) {
391  auto diag = emitOpError("result type mismatch at index ") << i;
392  diag.attachNote() << " op result types: " << getResultTypes();
393  diag.attachNote() << "function result types: " << fnType.getResults();
394  return diag;
395  }
396 
397  return success();
398 }
399 
400 FunctionType CallOp::getCalleeType() {
401  return FunctionType::get(getContext(), getOperandTypes(), getResultTypes());
402 }
403 
404 //===----------------------------------------------------------------------===//
405 /// ReturnOp
406 //===----------------------------------------------------------------------===//
407 
408 LogicalResult ReturnOp::verify() {
409  auto funcOp = (*this)->getParentOfType<FuncOp>();
410  ArrayRef<Type> resultTypes = funcOp.isStateful()
411  ? funcOp.getResultTypes().drop_front()
412  : funcOp.getResultTypes();
413  // Get the underlying value types from async types returned from the
414  // parent `async.func` operation.
415  auto types = llvm::map_range(resultTypes, [](const Type &result) {
416  return llvm::cast<ValueType>(result).getValueType();
417  });
418 
419  if (getOperandTypes() != types)
420  return emitOpError("operand types do not match the types returned from "
421  "the parent FuncOp");
422 
423  return success();
424 }
425 
426 //===----------------------------------------------------------------------===//
427 // TableGen'd op method definitions
428 //===----------------------------------------------------------------------===//
429 
430 #define GET_OP_CLASSES
431 #include "mlir/Dialect/Async/IR/AsyncOps.cpp.inc"
432 
433 //===----------------------------------------------------------------------===//
434 // TableGen'd type method definitions
435 //===----------------------------------------------------------------------===//
436 
437 #define GET_TYPEDEF_CLASSES
438 #include "mlir/Dialect/Async/IR/AsyncOpsTypes.cpp.inc"
439 
440 void ValueType::print(AsmPrinter &printer) const {
441  printer << "<";
442  printer.printType(getValueType());
443  printer << '>';
444 }
445 
446 Type ValueType::parse(mlir::AsmParser &parser) {
447  Type ty;
448  if (parser.parseLess() || parser.parseType(ty) || parser.parseGreater()) {
449  parser.emitError(parser.getNameLoc(), "failed to parse async value type");
450  return Type();
451  }
452  return ValueType::get(ty);
453 }
static ParseResult parseAwaitResultType(OpAsmParser &parser, Type &operandType, Type &resultType)
Definition: Async.cpp:259
constexpr char kOperandSegmentSizesAttr[]
ExecuteOp.
Definition: Async.cpp:39
static void printAwaitResultType(OpAsmPrinter &p, Operation *op, Type operandType, Type resultType)
Definition: Async.cpp:271
static MLIRContext * getContext(OpFoldResult val)
static std::string diag(const llvm::Value &value)
static void print(spirv::VerCapExtAttr triple, DialectAsmPrinter &printer)
@ OptionalParen
Parens supporting zero or more operands, or nothing.
virtual ParseResult parseCommaSeparatedList(Delimiter delimiter, function_ref< ParseResult()> parseElementFn, StringRef contextMessage=StringRef())=0
Parse a list of comma-separated items with an optional delimiter.
virtual Builder & getBuilder() const =0
Return a builder which provides useful access to MLIRContext, global objects like types and attribute...
virtual ParseResult parseRSquare()=0
Parse a ] token.
ParseResult addTypeToList(Type type, SmallVectorImpl< Type > &result)
Add the specified type to the end of the specified type list and return success.
virtual ParseResult parseOptionalAttrDictWithKeyword(NamedAttrList &result)=0
Parse a named dictionary into 'result' if the attributes keyword is present.
virtual ParseResult parseColonType(Type &result)=0
Parse a colon followed by a type.
virtual SMLoc getCurrentLocation()=0
Get the location of the next token and store it into the argument.
ParseResult addTypesToList(ArrayRef< Type > types, SmallVectorImpl< Type > &result)
Add the specified types to the end of the specified type list and return success.
virtual ParseResult parseType(Type &result)=0
Parse a type.
virtual ParseResult parseOptionalArrowTypeList(SmallVectorImpl< Type > &result)=0
Parse an optional arrow followed by a type list.
ParseResult parseKeyword(StringRef keyword)
Parse a given keyword.
virtual ParseResult parseOptionalLSquare()=0
Parse a [ token if present.
This base class exposes generic asm printer hooks, usable across the various derived printers.
virtual void printType(Type type)
void printOptionalArrowTypeList(TypeRange &&types)
Print an optional arrow followed by a type list.
Block represents an ordered list of Operations.
Definition: Block.h:33
bool empty()
Definition: Block.h:148
BlockArgument getArgument(unsigned i)
Definition: Block.h:129
BlockArgument addArgument(Type type, Location loc)
Add one value to the argument list.
Definition: Block.cpp:155
BlockArgListType getArguments()
Definition: Block.h:87
This class is a general helper class for creating context-global objects like types,...
Definition: Builders.h:51
DenseI32ArrayAttr getDenseI32ArrayAttr(ArrayRef< int32_t > values)
Definition: Builders.cpp:203
FunctionType getFunctionType(TypeRange inputs, TypeRange results)
Definition: Builders.cpp:120
StringAttr getStringAttr(const Twine &bytes)
Definition: Builders.cpp:302
A symbol reference with a reference path containing a single element.
MLIRContext is the top-level object for a collection of MLIR operations.
Definition: MLIRContext.h:60
NamedAttrList is array of NamedAttributes that tracks whether it is sorted and does some basic work t...
void append(StringRef name, Attribute attr)
Add an attribute with the specified name.
The OpAsmParser has methods for interacting with the asm parser: parsing things from it,...
virtual ParseResult parseRegion(Region &region, ArrayRef< Argument > arguments={}, bool enableNameShadowing=false)=0
Parses a region.
virtual ParseResult parseArgument(Argument &result, bool allowType=false, bool allowAttrs=false)=0
Parse a single argument with the following syntax:
ParseResult resolveOperands(Operands &&operands, Type type, SmallVectorImpl< Value > &result)
Resolve a list of operands to SSA values, emitting an error on failure, or appending the results to t...
virtual ParseResult parseOperand(UnresolvedOperand &result, bool allowResultNumber=true)=0
Parse a single SSA value operand name along with a result number if allowResultNumber is true.
virtual ParseResult parseOperandList(SmallVectorImpl< UnresolvedOperand > &result, Delimiter delimiter=Delimiter::None, bool allowResultNumber=true, int requiredOperandCount=-1)=0
Parse zero or more SSA comma-separated operand references with a specified surrounding delimiter,...
This is a pure-virtual base class that exposes the asmprinter hooks necessary to implement a custom p...
virtual void printOptionalAttrDictWithKeyword(ArrayRef< NamedAttribute > attrs, ArrayRef< StringRef > elidedAttrs={})=0
If the specified operation has attributes, print out an attribute dictionary prefixed with 'attribute...
virtual void printRegion(Region &blocks, bool printEntryBlockArgs=true, bool printBlockTerminators=true, bool printEmptyBlock=false)=0
Prints a region.
RAII guard to reset the insertion point of the builder when destroyed.
Definition: Builders.h:357
This class helps build Operations.
Definition: Builders.h:216
Block * createBlock(Region *parent, Region::iterator insertPt={}, TypeRange argTypes=std::nullopt, ArrayRef< Location > locs=std::nullopt)
Add new block with 'argTypes' arguments and set the insertion point to the end of it.
Definition: Builders.cpp:470
Operation * create(const OperationState &state)
Creates an operation given the fields represented as an OperationState.
Definition: Builders.cpp:497
This class implements the operand iterators for the Operation class.
Definition: ValueRange.h:42
Operation is the basic unit of execution within MLIR.
Definition: Operation.h:88
A special type of RewriterBase that coordinates the application of a rewrite pattern on the current I...
Definition: PatternMatch.h:791
This class represents a point being branched from in the methods of the RegionBranchOpInterface.
This class represents a successor of a region.
This class contains a list of basic blocks and a link to the parent operation it is attached to.
Definition: Region.h:26
virtual void eraseOp(Operation *op)
This method erases an operation that is known to have no uses.
This class represents a collection of SymbolTables.
Definition: SymbolTable.h:283
Operation * lookupNearestSymbolFrom(Operation *from, StringAttr symbol)
Returns the operation registered with the given symbol name within the closest parent operation of,...
static StringRef getSymbolAttrName()
Return the name of the attribute used for symbol names.
Definition: SymbolTable.h:76
This class provides an abstraction over the various different ranges of value types.
Definition: TypeRange.h:36
Instances of the Type class are uniqued, have an immutable identifier and an optional mutable compone...
Definition: Types.h:74
This class provides an abstraction over the different types of ranges over Values.
Definition: ValueRange.h:381
This class represents an instance of an SSA value in the MLIR system, representing a computable value...
Definition: Value.h:96
Type getType() const
Return the type of this value.
Definition: Value.h:129
A named class for passing around the variadic flag.
void addArgAndResultAttrs(Builder &builder, OperationState &result, ArrayRef< DictionaryAttr > argAttrs, ArrayRef< DictionaryAttr > resultAttrs, StringAttr argAttrsName, StringAttr resAttrsName)
Adds argument and result attributes, provided as argAttrs and resultAttrs arguments,...
void printFunctionOp(OpAsmPrinter &p, FunctionOpInterface op, bool isVariadic, StringRef typeAttrName, StringAttr argAttrsName, StringAttr resAttrsName)
Printer implementation for function-like operations.
ParseResult parseFunctionOp(OpAsmParser &parser, OperationState &result, bool allowVariadic, StringAttr typeAttrName, FuncTypeBuilder funcTypeBuilder, StringAttr argAttrsName, StringAttr resAttrsName)
Parser implementation for function-like operations.
QueryRef parse(llvm::StringRef line, const QuerySession &qs)
Definition: Query.cpp:20
Include the generated interface declarations.
Type getType(OpFoldResult ofr)
Returns the int type of the integer in ofr.
Definition: Utils.cpp:305
auto get(MLIRContext *context, Ts &&...params)
Helper method that injects context only if needed, this helps unify some of the attribute constructio...
LogicalResult verify(Operation *op, bool verifyRecursively=true)
Perform (potentially expensive) checks of invariants, used to detect compiler bugs,...
Definition: Verifier.cpp:425
This represents an operation in an abstracted form, suitable for use with the builder APIs.
SmallVector< Value, 4 > operands
void addOperands(ValueRange newOperands)
void addAttributes(ArrayRef< NamedAttribute > newAttributes)
Add an array of named attributes.
void addAttribute(StringRef name, Attribute attr)
Add an attribute with the specified name.
void addTypes(ArrayRef< Type > newTypes)
NamedAttrList attributes
MLIRContext * getContext() const
Get the context held by this operation state.
SmallVector< Type, 4 > types
Types of the results of this operation.
Region * addRegion()
Create a region that should be attached to the operation.