circlechef::CircleOpGRU Class Reference

circlechef operator builder for GRU More...

#include <GRU.h>

Collaboration diagram for circlechef::CircleOpGRU:

Public Member Functions
void	filler (const circle::Operator *op, CircleImport *import, circlechef::ModelRecipe *model_recipe) const override
circlechef::Operation *	build (const circle::Operator *op, CircleImport *import, circlechef::ModelRecipe *model_recipe) const override
Public Member Functions inherited from circlechef::CircleOpChef
virtual	~CircleOpChef ()

Detailed Description

circlechef operator builder for GRU

Definition at line 28 of file GRU.h.

Member Function Documentation

build()

circlechef::Operation * circlechef::CircleOpGRU::build ( const circle::Operator *  op, CircleImport *  import, circlechef::ModelRecipe *  model_recipe  ) const

overridevirtual

Implements circlechef::CircleOpChef.

Definition at line 38 of file GRU.cpp.

{
  auto op_params = op->builtin_options_as_GRUOptions();
  assert(op_params != nullptr);
 
  auto operation = model_recipe->add_operation();
 
  operation->set_type("GRU");
 
  auto op_options = operation->mutable_gru_options();
 
  op_options->set_activation(as_circlechef_activation(op_params->fused_activation_function()));
  op_options->set_return_sequences(op_params->return_sequences());
  op_options->set_time_major(op_params->time_major());
 
  return operation;
}

References circlechef::as_circlechef_activation().

filler()

void circlechef::CircleOpGRU::filler ( const circle::Operator *  op, CircleImport *  import, circlechef::ModelRecipe *  model_recipe  ) const

overridevirtual

Implements circlechef::CircleOpChef.

Definition at line 24 of file GRU.cpp.

{
  // index 1, 2, 3, 4, 5 maybe constant
  const std::vector<int32_t> &inputs = as_index_vector(op->inputs());
  assert(inputs.size() == 6);
 
  import->set_tensor_filler(inputs[1]); // set gaussian filler
  import->set_tensor_filler(inputs[2]);
  import->set_tensor_filler(inputs[3]);
  import->set_tensor_filler(inputs[4]);
  import->set_tensor_filler(inputs[5]);
}

References circlechef::as_index_vector().

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

• compiler/circlechef/circle/src/Op/GRU.h
• compiler/circlechef/circle/src/Op/GRU.cpp