tf_device::ReplicateOp AddInputsToReplicateOp(
    tf_device::ReplicateOp replicate,
    MutableArrayRef<TF::VarHandleOp> new_inputs,
    const llvm::SmallDenseMap<llvm::StringRef, llvm::SmallVector<StringRef, 4>>&
        devices) {
  int64_t num_replicas = replicate.getN();
  assert(new_inputs.size() == num_replicas);

  // As model parallelism is not yet supported, we assume that all ops are
  // placed in logical core 0.

    }

    public static XmlNodeImpl build(InputStream is, String encoding, boolean trim)
            throws XmlPullParserException, IOException {
        XmlPullParser parser = new MXParser();
        parser.setInput(is, encoding);
        return build(parser, trim);
    }

    public static XmlNodeImpl build(Reader reader, boolean trim) throws XmlPullParserException, IOException {
        return build(reader, trim, null);
    }

        return subject;
    }

    @Override
    final public ModelRuleDescriptor getDescriptor() {
        return descriptor;
    }

    @Override
    final public List<? extends ModelReference<?>> getInputs() {
        return inputs;
    }

    }

    @Override
    public org.gradle.api.logging.LoggingManager getLogging() {
        return super.getLogging();
    }

    @Override
    public TaskInputsInternal getInputs() {
        return super.getInputs();
    }

    @Override
    public TaskOutputsInternal getOutputs() {
        return super.getOutputs();
    }

    @Override
    public Task doFirst(Closure action) {

        SourceComponentSpec component = componentNode.asImmutable(ModelType.of(SourceComponentSpec.class), new SimpleModelRuleDescriptor("get component of " + name)).getInstance();
        binary.getInputs().addAll(component.getSources().values());
        return binary;
    }

    ConversionPatternRewriter& rewriter) const {
  auto tfl_custom = rewriter.create<TFL::CustomOp>(
      mhlo_custom_call.getLoc(), mhlo_custom_call.getResultTypes(),
      mhlo_custom_call.getInputs());
  tfl_custom.setCustomCodeAttr(
      rewriter.getStringAttr(mhlo_custom_call.getCallTargetName()));

  if (auto bc = mhlo_custom_call.getBackendConfig()) {

                action.execute(modelNode);
            }

            @Override
            public List<? extends ModelReference<?>> getInputs() {
                return Collections.emptyList();
            }
        }

        private static class InputsUsingBuilderAction extends AbstractBuilderAction {

    return;
  }

  OpBuilder builder(func);
  FunctionType func_type = func.getFunctionType();
  llvm::SmallVector<Type, 4> new_input_types(func_type.getInputs().begin(),
                                             func_type.getInputs().end());
  llvm::SmallVector<Type, 4> new_output_types(func_type.getResults().begin(),
                                              func_type.getResults().end());

        visitRegisteredProperties(task, visitor);
    }

    private static void visitRegisteredProperties(TaskInternal task, PropertyVisitor visitor) {
        task.getInputs().visitRegisteredProperties(visitor);
        task.getOutputs().visitRegisteredProperties(visitor);
        ((TaskDestroyablesInternal) task.getDestroyables()).visitRegisteredProperties(visitor);

                        final List<ModelReference<?>> inputs = withImplicitInputs(action.getInputs());
                        final ModelReference<?> mappedSubject = mapSubject(action.getSubject(), targetPath);
                        mapInputs(inputs.subList(0, action.getInputs().size()), targetPath);
                        final MethodRuleDefinition<?, ?> methodRuleDefinition = details.method;