moco::ReluGraphBuilder Class Reference

GraphBuilder for Relu node. More...

#include <Relu.h>

Collaboration diagram for moco::ReluGraphBuilder:

Public Member Functions
bool	validate (const tensorflow::NodeDef &) const final
void	build (const tensorflow::NodeDef &, GraphBuilderContext *) const final
Public Member Functions inherited from moco::GraphBuilder
virtual	~GraphBuilder ()

Detailed Description

GraphBuilder for Relu node.

Definition at line 28 of file Relu.h.

Member Function Documentation

build()

void moco::ReluGraphBuilder::build ( const tensorflow::NodeDef &  node, GraphBuilderContext *  context  ) const

finalvirtual

Implements moco::GraphBuilder.

Definition at line 65 of file Relu.cpp.

{
  assert(context != nullptr);
 
  loco::Graph *graph = context->graph();
  SymbolTable *tensor_names = context->tensor_names();
  UpdateQueue *updates = context->updates();
 
  // Create a "TFRelu" node for Relu
  auto relu_node = graph->nodes()->create<TFRelu>();
  relu_node->name(node.name());
 
  // register string-name to node
  TensorName output_name(node.name(), 0);
  tensor_names->enroll(output_name, relu_node);
 
  // Queue node input update
  auto update = std::make_unique<TFReluGraphUpdate>(relu_node, TensorName(node.input(0)));
  updates->enroll(std::move(update));
}

References moco::SymbolTable::enroll(), moco::UpdateQueue::enroll(), moco::GraphBuilderContext::graph(), moco::TFNode::name(), moco::GraphBuilderContext::tensor_names(), moco::update(), and moco::GraphBuilderContext::updates().

validate()

bool moco::ReluGraphBuilder::validate ( const tensorflow::NodeDef &  node ) const

finalvirtual

Implements moco::GraphBuilder.

Definition at line 56 of file Relu.cpp.

{
  // ReLU node SHOULD have only one input
  if (node.input_size() != 1)
    return false;
 
  return true;
}

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The documentation for this class was generated from the following files:

• compiler/moco/import/include/moco/Import/Nodes/Relu.h
• compiler/moco/import/src/Nodes/Relu.cpp