DeserializeOps.cpp

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//===- DeserializeOps.cpp - MLIR SPIR-V Deserialization (Ops) -------------===//
//
// 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 defines the Deserializer methods for SPIR-V binary instructions.
//
//===----------------------------------------------------------------------===//
 
#include "Deserializer.h"
 
#include "mlir/Dialect/SPIRV/IR/SPIRVEnums.h"
#include "mlir/Dialect/SPIRV/IR/SPIRVOps.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/Location.h"
#include "mlir/Target/SPIRV/SPIRVBinaryUtils.h"
#include "mlir/Target/SPIRV/SPIRVExtInstSets.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/Support/Debug.h"
#include <optional>
 
using namespace mlir;
 
#define DEBUG_TYPE "spirv-deserialization"
 
//===----------------------------------------------------------------------===//
// Utility Functions
//===----------------------------------------------------------------------===//
 
/// Extracts the opcode from the given first word of a SPIR-V instruction.
static inline spirv::Opcode extractOpcode(uint32_t word) {
  return static_cast<spirv::Opcode>(word & 0xffff);
}
 
/// Returns a NameLoc location from the given debug info string.
static NameLoc getLocFromDebugInfoString(OpBuilder &builder, StringRef source) {
  return NameLoc::get(builder.getStringAttr(source));
}
 
//===----------------------------------------------------------------------===//
// Instruction
//===----------------------------------------------------------------------===//
 
Value spirv::Deserializer::getValue(uint32_t id) {
  if (auto constInfo = getConstant(id)) {
    // Materialize a `spirv.Constant` op at every use site.
    Location loc = unknownLoc;
    if (LocationAttr locAttr = constantLocMap.lookup(id))
      loc = Location(locAttr);
    return spirv::ConstantOp::create(opBuilder, loc, constInfo->second,
                                     constInfo->first);
  }
  if (std::optional<std::pair<Attribute, Type>> constCompositeReplicateInfo =
          getConstantCompositeReplicate(id)) {
    return spirv::EXTConstantCompositeReplicateOp::create(
        opBuilder, unknownLoc, constCompositeReplicateInfo->second,
        constCompositeReplicateInfo->first);
  }
  if (auto varOp = getGlobalVariable(id)) {
    auto addressOfOp =
        spirv::AddressOfOp::create(opBuilder, unknownLoc, varOp.getType(),
                                   SymbolRefAttr::get(varOp.getOperation()));
    return addressOfOp.getPointer();
  }
  if (auto constOp = getSpecConstant(id)) {
    auto referenceOfOp = spirv::ReferenceOfOp::create(
        opBuilder, unknownLoc, constOp.getDefaultValue().getType(),
        SymbolRefAttr::get(constOp.getOperation()));
    return referenceOfOp.getReference();
  }
  if (SpecConstantCompositeOp specConstCompositeOp =
          getSpecConstantComposite(id)) {
    auto referenceOfOp = spirv::ReferenceOfOp::create(
        opBuilder, unknownLoc, specConstCompositeOp.getType(),
        SymbolRefAttr::get(specConstCompositeOp.getOperation()));
    return referenceOfOp.getReference();
  }
  if (auto specConstCompositeReplicateOp =
          getSpecConstantCompositeReplicate(id)) {
    auto referenceOfOp = spirv::ReferenceOfOp::create(
        opBuilder, unknownLoc, specConstCompositeReplicateOp.getType(),
        SymbolRefAttr::get(specConstCompositeReplicateOp.getOperation()));
    return referenceOfOp.getReference();
  }
  if (auto specConstOperationInfo = getSpecConstantOperation(id)) {
    return materializeSpecConstantOperation(
        id, specConstOperationInfo->enclodesOpcode,
        specConstOperationInfo->resultTypeID,
        specConstOperationInfo->enclosedOpOperands);
  }
  if (auto undef = getUndefType(id)) {
    return spirv::UndefOp::create(opBuilder, unknownLoc, undef);
  }
  if (std::optional<spirv::GraphConstantARMOpMaterializationInfo>
          graphConstantARMInfo = getGraphConstantARM(id)) {
    IntegerAttr graphConstantID = graphConstantARMInfo->graphConstantID;
    Type resultType = graphConstantARMInfo->resultType;
    return spirv::GraphConstantARMOp::create(opBuilder, unknownLoc, resultType,
                                             graphConstantID);
  }
  return valueMap.lookup(id);
}
 
LogicalResult spirv::Deserializer::sliceInstruction(
    spirv::Opcode &opcode, ArrayRef<uint32_t> &operands,
    std::optional<spirv::Opcode> expectedOpcode) {
  auto binarySize = binary.size();
  if (curOffset >= binarySize) {
    return emitError(unknownLoc, "expected ")
           << (expectedOpcode ? spirv::stringifyOpcode(*expectedOpcode)
                              : "more")
           << " instruction";
  }
 
  // For each instruction, get its word count from the first word to slice it
  // from the stream properly, and then dispatch to the instruction handler.
 
  uint32_t wordCount = binary[curOffset] >> 16;
 
  if (wordCount == 0)
    return emitError(unknownLoc, "word count cannot be zero");
 
  uint32_t nextOffset = curOffset + wordCount;
  if (nextOffset > binarySize)
    return emitError(unknownLoc, "insufficient words for the last instruction");
 
  opcode = extractOpcode(binary[curOffset]);
  operands = binary.slice(curOffset + 1, wordCount - 1);
  curOffset = nextOffset;
  return success();
}
 
void spirv::Deserializer::mergeLongCompositeContinuations(
    spirv::Opcode opcode, ArrayRef<uint32_t> &operands,
    SmallVectorImpl<uint32_t> &mergedStorage) {
  std::optional<spirv::Opcode> continuationOp = getContinuationOpcode(opcode);
  if (!continuationOp)
    return;
 
  size_t binarySize = binary.size();
  auto isNextContinuation = [&]() {
    if (curOffset >= binarySize)
      return false;
    uint32_t wordCount = binary[curOffset] >> 16;
    if (wordCount == 0 || curOffset + wordCount > binarySize)
      return false;
    return extractOpcode(binary[curOffset]) == *continuationOp;
  };
 
  if (!isNextContinuation())
    return;
 
  mergedStorage.assign(operands);
  do {
    spirv::Opcode contOpcode;
    ArrayRef<uint32_t> contOperands;
    if (failed(sliceInstruction(contOpcode, contOperands, *continuationOp)))
      return;
    llvm::append_range(mergedStorage, contOperands);
  } while (isNextContinuation());
  operands = mergedStorage;
}
 
LogicalResult spirv::Deserializer::processInstruction(
    spirv::Opcode opcode, ArrayRef<uint32_t> operands, bool deferInstructions) {
  LLVM_DEBUG(logger.startLine() << "[inst] processing instruction "
                                << spirv::stringifyOpcode(opcode) << "\n");
 
  SmallVector<uint32_t, 0> mergedStorage;
  mergeLongCompositeContinuations(opcode, operands, mergedStorage);
 
  // First dispatch all the instructions whose opcode does not correspond to
  // those that have a direct mirror in the SPIR-V dialect
  switch (opcode) {
  case spirv::Opcode::OpCapability:
    return processCapability(operands);
  case spirv::Opcode::OpExtension:
    return processExtension(operands);
  case spirv::Opcode::OpExtInst: {
    DenseMap<uint32_t, StringRef>::iterator setIt =
        operands.size() >= 4 ? extendedInstSets.find(operands[2])
                             : extendedInstSets.end();
    if (setIt != extendedInstSets.end() && setIt->second == extDebugInfo)
      return processDebugInfoExtInst(operands, deferInstructions);
    return processExtInst(operands);
  }
  case spirv::Opcode::OpExtInstImport:
    return processExtInstImport(operands);
  case spirv::Opcode::OpMemberName:
    return processMemberName(operands);
  case spirv::Opcode::OpMemoryModel:
    return processMemoryModel(operands);
  case spirv::Opcode::OpEntryPoint:
  case spirv::Opcode::OpExecutionMode:
  case spirv::Opcode::OpExecutionModeId:
    if (deferInstructions) {
      deferredInstructions.emplace_back(opcode, operands);
      return success();
    }
    break;
  case spirv::Opcode::OpVariable:
    if (isa<spirv::ModuleOp>(opBuilder.getBlock()->getParentOp())) {
      return processGlobalVariable(operands);
    }
    break;
  case spirv::Opcode::OpLine:
    return processDebugLine(operands);
  case spirv::Opcode::OpNoLine:
    clearDebugLine();
    return success();
  case spirv::Opcode::OpName:
    return processName(operands);
  case spirv::Opcode::OpString:
    return processDebugString(operands);
  case spirv::Opcode::OpModuleProcessed:
  case spirv::Opcode::OpSource:
  case spirv::Opcode::OpSourceContinued:
  case spirv::Opcode::OpSourceExtension:
    // TODO: This is debug information embedded in the binary which should be
    // translated into the spirv.module.
    return success();
  case spirv::Opcode::OpTypeVoid:
  case spirv::Opcode::OpTypeBool:
  case spirv::Opcode::OpTypeInt:
  case spirv::Opcode::OpTypeFloat:
  case spirv::Opcode::OpTypeVector:
  case spirv::Opcode::OpTypeMatrix:
  case spirv::Opcode::OpTypeArray:
  case spirv::Opcode::OpTypeFunction:
  case spirv::Opcode::OpTypeImage:
  case spirv::Opcode::OpTypeSampler:
  case spirv::Opcode::OpTypeNamedBarrier:
  case spirv::Opcode::OpTypeSampledImage:
  case spirv::Opcode::OpTypeRuntimeArray:
  case spirv::Opcode::OpTypeStruct:
  case spirv::Opcode::OpTypePointer:
  case spirv::Opcode::OpTypeTensorARM:
  case spirv::Opcode::OpTypeGraphARM:
  case spirv::Opcode::OpTypeCooperativeMatrixKHR:
    return processType(opcode, operands);
  case spirv::Opcode::OpTypeForwardPointer:
    return processTypeForwardPointer(operands);
  case spirv::Opcode::OpConstant:
    return processConstant(operands, /*isSpec=*/false);
  case spirv::Opcode::OpSpecConstant:
    return processConstant(operands, /*isSpec=*/true);
  case spirv::Opcode::OpConstantComposite:
    return processConstantComposite(operands);
  case spirv::Opcode::OpConstantCompositeReplicateEXT:
    return processConstantCompositeReplicateEXT(operands);
  case spirv::Opcode::OpSpecConstantComposite:
    return processSpecConstantComposite(operands);
  case spirv::Opcode::OpSpecConstantCompositeReplicateEXT:
    return processSpecConstantCompositeReplicateEXT(operands);
  case spirv::Opcode::OpSpecConstantOp:
    return processSpecConstantOperation(operands);
  case spirv::Opcode::OpConstantTrue:
    return processConstantBool(/*isTrue=*/true, operands, /*isSpec=*/false);
  case spirv::Opcode::OpSpecConstantTrue:
    return processConstantBool(/*isTrue=*/true, operands, /*isSpec=*/true);
  case spirv::Opcode::OpConstantFalse:
    return processConstantBool(/*isTrue=*/false, operands, /*isSpec=*/false);
  case spirv::Opcode::OpSpecConstantFalse:
    return processConstantBool(/*isTrue=*/false, operands, /*isSpec=*/true);
  case spirv::Opcode::OpConstantNull:
    return processConstantNull(operands);
  case spirv::Opcode::OpGraphConstantARM:
    return processGraphConstantARM(operands);
  case spirv::Opcode::OpDecorate:
  case spirv::Opcode::OpDecorateId:
    return processDecoration(operands);
  case spirv::Opcode::OpMemberDecorate:
    return processMemberDecoration(operands);
  case spirv::Opcode::OpFunction:
    return processFunction(operands);
  case spirv::Opcode::OpGraphEntryPointARM:
    if (deferInstructions) {
      deferredInstructions.emplace_back(opcode, operands);
      return success();
    }
    return processGraphEntryPointARM(operands);
  case spirv::Opcode::OpGraphARM:
    return processGraphARM(operands);
  case spirv::Opcode::OpGraphSetOutputARM:
    return processOpGraphSetOutputARM(operands);
  case spirv::Opcode::OpGraphEndARM:
    return processGraphEndARM(operands);
  case spirv::Opcode::OpLabel:
    return processLabel(operands);
  case spirv::Opcode::OpBranch:
    return processBranch(operands);
  case spirv::Opcode::OpBranchConditional:
    return processBranchConditional(operands);
  case spirv::Opcode::OpSelectionMerge:
    return processSelectionMerge(operands);
  case spirv::Opcode::OpLoopMerge:
    return processLoopMerge(operands);
  case spirv::Opcode::OpPhi:
    return processPhi(operands);
  case spirv::Opcode::OpSwitch:
    return processSwitch(operands);
  case spirv::Opcode::OpUndef:
    return processUndef(operands);
  default:
    break;
  }
  return dispatchToAutogenDeserialization(opcode, operands);
}
 
LogicalResult spirv::Deserializer::processOpWithoutGrammarAttr(
    ArrayRef<uint32_t> words, StringRef opName, bool hasResult,
    unsigned numOperands) {
  SmallVector<Type, 1> resultTypes;
  uint32_t valueID = 0;
 
  size_t wordIndex = 0;
  if (hasResult) {
    if (wordIndex >= words.size())
      return emitError(unknownLoc,
                       "expected result type <id> while deserializing for ")
             << opName;
 
    // Decode the type <id>
    auto type = getType(words[wordIndex]);
    if (!type)
      return emitError(unknownLoc, "unknown type result <id>: ")
             << words[wordIndex];
    resultTypes.push_back(type);
    ++wordIndex;
 
    // Decode the result <id>
    if (wordIndex >= words.size())
      return emitError(unknownLoc,
                       "expected result <id> while deserializing for ")
             << opName;
    valueID = words[wordIndex];
    ++wordIndex;
  }
 
  SmallVector<Value, 4> operands;
  SmallVector<NamedAttribute, 4> attributes;
 
  // Decode operands
  size_t operandIndex = 0;
  for (; operandIndex < numOperands && wordIndex < words.size();
       ++operandIndex, ++wordIndex) {
    auto arg = getValue(words[wordIndex]);
    if (!arg)
      return emitError(unknownLoc, "unknown result <id>: ") << words[wordIndex];
    operands.push_back(arg);
  }
  if (operandIndex != numOperands) {
    return emitError(
               unknownLoc,
               "found less operands than expected when deserializing for ")
           << opName << "; only " << operandIndex << " of " << numOperands
           << " processed";
  }
  if (wordIndex != words.size()) {
    return emitError(
               unknownLoc,
               "found more operands than expected when deserializing for ")
           << opName << "; only " << wordIndex << " of " << words.size()
           << " processed";
  }
 
  // Attach attributes from decorations
  if (decorations.count(valueID)) {
    auto attrs = decorations[valueID].getAttrs();
    attributes.append(attrs.begin(), attrs.end());
  }
 
  // Create the op and update bookkeeping maps
  Location loc = createFileLineColLoc(opBuilder);
  OperationState opState(loc, opName);
  opState.addOperands(operands);
  if (hasResult)
    opState.addTypes(resultTypes);
  opState.addAttributes(attributes);
  Operation *op = opBuilder.create(opState);
  if (hasResult)
    valueMap[valueID] = op->getResult(0);
 
  if (op->hasTrait<OpTrait::IsTerminator>())
    clearDebugLine();
 
  return success();
}
 
LogicalResult spirv::Deserializer::processUndef(ArrayRef<uint32_t> operands) {
  if (operands.size() != 2) {
    return emitError(unknownLoc, "OpUndef instruction must have two operands");
  }
  auto type = getType(operands[0]);
  if (!type) {
    return emitError(unknownLoc, "unknown type <id> with OpUndef instruction");
  }
  undefMap[operands[1]] = type;
  return success();
}
 
LogicalResult
spirv::Deserializer::processDebugInfoExtInst(ArrayRef<uint32_t> operands,
                                             bool deferInstructions) {
  if (deferInstructions) {
    deferredInstructions.emplace_back(spirv::Opcode::OpExtInst, operands);
    return success();
  }
 
  if (operands.size() < 4) {
    return emitError(unknownLoc,
                     "OpExtInst must have at least 4 operands, result type "
                     "<id>, result <id>, set <id> and instruction opcode");
  }
 
  Type resultType = getType(operands[0]);
  if (!resultType || !isVoidType(resultType))
    return emitError(unknownLoc,
                     "DebugInfo instructions must have OpTypeVoid result type");
 
  auto getDebugLoc = [&](uint32_t stringID) -> FailureOr<Location> {
    DenseMap<uint32_t, StringRef>::iterator stringIt =
        debugInfoMap.find(stringID);
    if (stringIt == debugInfoMap.end()) {
      return emitError(unknownLoc, "undefined string <id> ")
             << stringID << " in DebugInfo";
    }
    return Location(getLocFromDebugInfoString(opBuilder, stringIt->second));
  };
 
  if (!spirv::isValidGraphDebugInfoExtInst(operands[3]))
    return emitError(unknownLoc, "unknown DebugInfo instruction opcode: ")
           << operands[3];
 
  auto instructionID = static_cast<spirv::GraphDebugInfoExtInst>(operands[3]);
  switch (instructionID) {
  case spirv::GraphDebugInfoExtInst::DebugGraph: {
    if (operands.size() < 6)
      return emitError(unknownLoc, "DebugGraph must have graph and string IDs");
    uint32_t graphID = operands[4];
    uint32_t stringID = operands[5];
    DenseMap<uint32_t, spirv::GraphARMOp>::iterator graphIt =
        graphMap.find(graphID);
    if (graphIt == graphMap.end())
      return emitError(unknownLoc, "undefined graph <id> ")
             << graphID << " in DebugGraph";
    FailureOr<Location> loc = getDebugLoc(stringID);
    if (failed(loc))
      return failure();
    graphIt->second->setLoc(*loc);
    break;
  }
  case spirv::GraphDebugInfoExtInst::DebugOperation: {
    if (operands.size() < 7)
      return emitError(unknownLoc, "DebugOperation must have graph, string and "
                                   "instruction IDs");
    uint32_t stringID = operands[5];
    FailureOr<Location> loc = getDebugLoc(stringID);
    if (failed(loc))
      return failure();
    SmallVector<uint32_t> operationIDs;
    operationIDs.append(std::next(operands.begin(), 6), operands.end());
    for (uint32_t operationID : operationIDs) {
      DenseMap<uint32_t, Value>::iterator valueIt = valueMap.find(operationID);
      if (valueIt == valueMap.end())
        return emitError(unknownLoc, "undefined operation <id> ")
               << operationID << " in DebugOperation";
      valueIt->second.setLoc(*loc);
    }
    break;
  }
  case spirv::GraphDebugInfoExtInst::DebugTensor: {
    if (operands.size() < 6)
      return emitError(unknownLoc,
                       "DebugTensor must have tensor and string IDs");
    uint32_t stringID = operands[5];
    uint32_t tensorID = operands[4];
    FailureOr<Location> loc = getDebugLoc(stringID);
    if (failed(loc))
      return failure();
    if (constantMap.contains(tensorID)) {
      constantLocMap[tensorID] = *loc;
      break;
    }
    DenseMap<uint32_t, Value>::iterator valueIt = valueMap.find(tensorID);
    if (valueIt == valueMap.end())
      return emitError(unknownLoc, "undefined tensor <id> ")
             << tensorID << " in DebugTensor";
    valueIt->second.setLoc(*loc);
    break;
  }
  }
 
  return success();
}
 
LogicalResult spirv::Deserializer::processExtInst(ArrayRef<uint32_t> operands) {
  if (operands.size() < 4) {
    return emitError(unknownLoc,
                     "OpExtInst must have at least 4 operands, result type "
                     "<id>, result <id>, set <id> and instruction opcode");
  }
  if (!extendedInstSets.count(operands[2])) {
    return emitError(unknownLoc, "undefined set <id> in OpExtInst");
  }
  SmallVector<uint32_t, 4> slicedOperands;
  slicedOperands.append(operands.begin(), std::next(operands.begin(), 2));
  slicedOperands.append(std::next(operands.begin(), 4), operands.end());
  return dispatchToExtensionSetAutogenDeserialization(
      extendedInstSets[operands[2]], operands[3], slicedOperands);
}
 
namespace mlir {
namespace spirv {
 
template <>
LogicalResult
Deserializer::processOp<spirv::EntryPointOp>(ArrayRef<uint32_t> words) {
  unsigned wordIndex = 0;
  if (wordIndex >= words.size()) {
    return emitError(unknownLoc,
                     "missing Execution Model specification in OpEntryPoint");
  }
  auto execModel = spirv::ExecutionModelAttr::get(
      context, static_cast<spirv::ExecutionModel>(words[wordIndex++]));
  if (wordIndex >= words.size()) {
    return emitError(unknownLoc, "missing <id> in OpEntryPoint");
  }
  // Get the function <id>
  auto fnID = words[wordIndex++];
  // Get the function name
  auto fnName = decodeStringLiteral(words, wordIndex);
  // Verify that the function <id> matches the fnName
  auto parsedFunc = getFunction(fnID);
  if (!parsedFunc) {
    return emitError(unknownLoc, "no function matching <id> ") << fnID;
  }
  if (parsedFunc.getName() != fnName) {
    // The deserializer uses "spirv_fn_<id>" as the function name if the input
    // SPIR-V blob does not contain a name for it. We should use a more clear
    // indication for such case rather than relying on naming details.
    if (!parsedFunc.getName().starts_with("spirv_fn_"))
      return emitError(unknownLoc,
                       "function name mismatch between OpEntryPoint "
                       "and OpFunction with <id> ")
             << fnID << ": " << fnName << " vs. " << parsedFunc.getName();
    parsedFunc.setName(fnName);
  }
  SmallVector<Attribute, 4> interface;
  while (wordIndex < words.size()) {
    auto arg = getGlobalVariable(words[wordIndex]);
    if (!arg) {
      return emitError(unknownLoc, "undefined result <id> ")
             << words[wordIndex] << " while decoding OpEntryPoint";
    }
    interface.push_back(SymbolRefAttr::get(arg.getOperation()));
    wordIndex++;
  }
  spirv::EntryPointOp::create(
      opBuilder, unknownLoc, execModel,
      SymbolRefAttr::get(opBuilder.getContext(), fnName),
      opBuilder.getArrayAttr(interface));
  return success();
}
 
template <>
LogicalResult
Deserializer::processOp<spirv::ExecutionModeOp>(ArrayRef<uint32_t> words) {
  unsigned wordIndex = 0;
  if (wordIndex >= words.size()) {
    return emitError(unknownLoc,
                     "missing function result <id> in OpExecutionMode");
  }
  // Get the function <id> to get the name of the function
  auto fnID = words[wordIndex++];
  auto fn = getFunction(fnID);
  if (!fn) {
    return emitError(unknownLoc, "no function matching <id> ") << fnID;
  }
  // Get the Execution mode
  if (wordIndex >= words.size()) {
    return emitError(unknownLoc, "missing Execution Mode in OpExecutionMode");
  }
  auto execMode = spirv::ExecutionModeAttr::get(
      context, static_cast<spirv::ExecutionMode>(words[wordIndex++]));
 
  // Get the values
  SmallVector<Attribute, 4> attrListElems;
  while (wordIndex < words.size()) {
    attrListElems.push_back(opBuilder.getI32IntegerAttr(words[wordIndex++]));
  }
  auto values = opBuilder.getArrayAttr(attrListElems);
  spirv::ExecutionModeOp::create(
      opBuilder, unknownLoc,
      SymbolRefAttr::get(opBuilder.getContext(), fn.getName()), execMode,
      values);
  return success();
}
 
template <>
LogicalResult
Deserializer::processOp<spirv::ExecutionModeIdOp>(ArrayRef<uint32_t> words) {
  unsigned wordIndex = 0;
  unsigned const wordsSize = words.size();
  if (wordIndex >= wordsSize)
    return emitError(unknownLoc,
                     "missing function result <id> in OpExecutionModeId");
 
  // Get the function <id> to get the name of the function.
  uint32_t fnID = words[wordIndex++];
  FuncOp fn = getFunction(fnID);
  if (!fn)
    return emitError(unknownLoc, "no function matching <id> ") << fnID;
 
  // Get the Execution mode.
  if (wordIndex >= wordsSize)
    return emitError(unknownLoc, "missing Execution Mode in OpExecutionModeId");
 
  ExecutionModeAttr execMode = spirv::ExecutionModeAttr::get(
      context, static_cast<spirv::ExecutionMode>(words[wordIndex++]));
 
  // Get the values.
  SmallVector<Attribute, 4> attrListElems;
  while (wordIndex < words.size()) {
    std::string id = getSpecConstantSymbol(words[wordIndex++]);
    attrListElems.push_back(FlatSymbolRefAttr::get(context, id));
  }
  ArrayAttr values = opBuilder.getArrayAttr(attrListElems);
  spirv::ExecutionModeIdOp::create(
      opBuilder, unknownLoc,
      SymbolRefAttr::get(opBuilder.getContext(), fn.getName()), execMode,
      values);
  return success();
}
 
template <>
LogicalResult
Deserializer::processOp<spirv::FunctionCallOp>(ArrayRef<uint32_t> operands) {
  if (operands.size() < 3) {
    return emitError(unknownLoc,
                     "OpFunctionCall must have at least 3 operands");
  }
 
  Type resultType = getType(operands[0]);
  if (!resultType) {
    return emitError(unknownLoc, "undefined result type from <id> ")
           << operands[0];
  }
 
  // Use null type to mean no result type.
  if (isVoidType(resultType))
    resultType = nullptr;
 
  auto resultID = operands[1];
  auto functionID = operands[2];
 
  auto functionName = getFunctionSymbol(functionID);
 
  SmallVector<Value, 4> arguments;
  for (auto operand : llvm::drop_begin(operands, 3)) {
    auto value = getValue(operand);
    if (!value) {
      return emitError(unknownLoc, "unknown <id> ")
             << operand << " used by OpFunctionCall";
    }
    arguments.push_back(value);
  }
 
  auto opFunctionCall = spirv::FunctionCallOp::create(
      opBuilder, unknownLoc, resultType,
      SymbolRefAttr::get(opBuilder.getContext(), functionName), arguments);
 
  if (resultType)
    valueMap[resultID] = opFunctionCall.getResult(0);
  return success();
}
 
template <>
LogicalResult
Deserializer::processOp<spirv::CopyMemoryOp>(ArrayRef<uint32_t> words) {
  SmallVector<Type, 1> resultTypes;
  size_t wordIndex = 0;
  SmallVector<Value, 4> operands;
  SmallVector<NamedAttribute, 4> attributes;
 
  if (wordIndex < words.size()) {
    auto arg = getValue(words[wordIndex]);
 
    if (!arg) {
      return emitError(unknownLoc, "unknown result <id> : ")
             << words[wordIndex];
    }
 
    operands.push_back(arg);
    wordIndex++;
  }
 
  if (wordIndex < words.size()) {
    auto arg = getValue(words[wordIndex]);
 
    if (!arg) {
      return emitError(unknownLoc, "unknown result <id> : ")
             << words[wordIndex];
    }
 
    operands.push_back(arg);
    wordIndex++;
  }
 
  bool isAlignedAttr = false;
 
  if (wordIndex < words.size()) {
    auto attrValue = words[wordIndex++];
    auto attr = opBuilder.getAttr<spirv::MemoryAccessAttr>(
        static_cast<spirv::MemoryAccess>(attrValue));
    attributes.push_back(
        opBuilder.getNamedAttr(attributeName<MemoryAccess>(), attr));
    isAlignedAttr = (attrValue == 2);
  }
 
  if (isAlignedAttr && wordIndex < words.size()) {
    attributes.push_back(opBuilder.getNamedAttr(
        "alignment", opBuilder.getI32IntegerAttr(words[wordIndex++])));
  }
 
  if (wordIndex < words.size()) {
    auto attrValue = words[wordIndex++];
    auto attr = opBuilder.getAttr<spirv::MemoryAccessAttr>(
        static_cast<spirv::MemoryAccess>(attrValue));
    attributes.push_back(opBuilder.getNamedAttr("source_memory_access", attr));
  }
 
  if (wordIndex < words.size()) {
    attributes.push_back(opBuilder.getNamedAttr(
        "source_alignment", opBuilder.getI32IntegerAttr(words[wordIndex++])));
  }
 
  if (wordIndex != words.size()) {
    return emitError(unknownLoc,
                     "found more operands than expected when deserializing "
                     "spirv::CopyMemoryOp, only ")
           << wordIndex << " of " << words.size() << " processed";
  }
 
  Location loc = createFileLineColLoc(opBuilder);
  spirv::CopyMemoryOp::create(opBuilder, loc, resultTypes, operands,
                              attributes);
 
  return success();
}
 
template <>
LogicalResult Deserializer::processOp<spirv::GenericCastToPtrExplicitOp>(
    ArrayRef<uint32_t> words) {
  if (words.size() != 4) {
    return emitError(unknownLoc,
                     "expected 4 words in GenericCastToPtrExplicitOp"
                     " but got : ")
           << words.size();
  }
  SmallVector<Type, 1> resultTypes;
  SmallVector<Value, 4> operands;
  uint32_t valueID = 0;
  auto type = getType(words[0]);
 
  if (!type)
    return emitError(unknownLoc, "unknown type result <id> : ") << words[0];
  resultTypes.push_back(type);
 
  valueID = words[1];
 
  auto arg = getValue(words[2]);
  if (!arg)
    return emitError(unknownLoc, "unknown result <id> : ") << words[2];
  operands.push_back(arg);
 
  Location loc = createFileLineColLoc(opBuilder);
  Operation *op = spirv::GenericCastToPtrExplicitOp::create(
      opBuilder, loc, resultTypes, operands);
  valueMap[valueID] = op->getResult(0);
  return success();
}
 
// Pull in auto-generated Deserializer::dispatchToAutogenDeserialization() and
// various Deserializer::processOp<...>() specializations.
#define GET_DESERIALIZATION_FNS
#include "mlir/Dialect/SPIRV/IR/SPIRVSerialization.inc"
 
} // namespace spirv
} // namespace mlir