#include <NNPkg.h>

Public Member Functions
	NNPkg ()=default

	NNPkg (const NNPkg &obj)=default

	NNPkg (NNPkg &&)=default

NNPkg &	operator= (const NNPkg &)=default

NNPkg &	operator= (NNPkg &&)=default

	~NNPkg ()=default

	NNPkg (std::shared_ptr< Model > model)

std::shared_ptr< Model >	primary_model () const

void	push (ModelIndex index, const std::shared_ptr< Model > &model)
	Put model at index.

size_t	model_count () const
	Get the count of model.

const std::shared_ptr< Model > &	model (const ModelIndex &index) const
	Get model at index.

std::shared_ptr< Model > &	model (const ModelIndex &index)
	Get model at index.

const IODesc &	input (uint32_t index) const
	Get pkg_input at index.

IODesc &	input (uint32_t index)
	Get pkg_input at index.

void	addInput (const IODesc &input)
	Add input at the end.

const IODesc &	output (uint32_t index) const
	Get pkg_output at index.

IODesc &	output (uint32_t index)
	Get pkg_output at index.

void	addOutput (const IODesc &output)
	Add output at the end.

void	addEdge (const IODesc &from, const IODesc &to)
	Add edge between models at the end.

const ModelEdges &	model_edges ()
	Get model edge set.

void	verify (void)
	Verify NNPkg.

uint32_t	inputSize () const
	Get model input size.

uint32_t	outputSize () const
	Get model output size.

const OperandInfo &	inputInfo (uint32_t index) const
	Get model input info.

const OperandInfo &	outputInfo (uint32_t index) const
	Get model output info.

void	changeInputShape (uint32_t index, const ir::Shape &new_shape)

void	replaceModel (std::shared_ptr< Model > model)
	Replace model.

Detailed Description

Definition at line 81 of file NNPkg.h.

Constructor & Destructor Documentation

◆ NNPkg() [1/4]

onert::ir::NNPkg::NNPkg ( )

default

◆ NNPkg() [2/4]

onert::ir::NNPkg::NNPkg ( const NNPkg & obj )

default

◆ NNPkg() [3/4]

onert::ir::NNPkg::NNPkg ( NNPkg && )

default

◆ ~NNPkg()

onert::ir::NNPkg::~NNPkg ( )

default

◆ NNPkg() [4/4]

onert::ir::NNPkg::NNPkg ( std::shared_ptr< Model > model )

inline

Definition at line 91 of file NNPkg.h.

91{ _models[ModelIndex{0}] = model; }

onert::ir::NNPkg::model

const std::shared_ptr< Model > & model(const ModelIndex &index) const

Get model at index.

Definition NNPkg.h:115

onert::ir::ModelIndex

::onert::util::Index< uint16_t, ModelIndexTag > ModelIndex

Definition Index.h:44

References model().

Member Function Documentation

◆ addEdge()

void onert::ir::NNPkg::addEdge	(	const IODesc &	from,
		const IODesc &	to
	)

inline

Add edge between models at the end.

Parameters

[in]	from	from IODesc
[in]	to	to IODesc

Definition at line 172 of file NNPkg.h.

  {
    std::cout << from << " -> " << to << std::endl;
    _edges.edges.insert(ModelEdge{from, to});
  }

References onert::ir::ModelEdges::edges.

◆ addInput()

void onert::ir::NNPkg::addInput ( const IODesc & input )

inline

Add input at the end.

Parameters

[in] input Input IODesc to be pushed

Definition at line 143 of file NNPkg.h.

143{ _edges.pkg_inputs.push_back(input); }

onert::ir::NNPkg::input

const IODesc & input(uint32_t index) const

Get pkg_input at index.

Definition NNPkg.h:130

onert::ir::ModelEdges::pkg_inputs

std::vector< ir::IODesc > pkg_inputs

Definition NNPkg.h:76

References input(), and onert::ir::ModelEdges::pkg_inputs.

◆ addOutput()

void onert::ir::NNPkg::addOutput ( const IODesc & output )

inline

Add output at the end.

Parameters

[in] output Output IODesc to be pushed

Definition at line 164 of file NNPkg.h.

164{ _edges.pkg_outputs.push_back(output); }

onert::ir::NNPkg::output

const IODesc & output(uint32_t index) const

Get pkg_output at index.

Definition NNPkg.h:151

onert::ir::ModelEdges::pkg_outputs

std::vector< ir::IODesc > pkg_outputs

Definition NNPkg.h:77

References output(), and onert::ir::ModelEdges::pkg_outputs.

◆ changeInputShape()

void onert::ir::NNPkg::changeInputShape	(	uint32_t	index,
		const ir::Shape &	new_shape
	)

inline

Definition at line 268 of file NNPkg.h.

  {
    if (_models.size() == 1)
    {
      auto graph = primary_model()->primary_subgraph();
      auto const operand_index = graph->getInputs().at(index);
      graph->changeShape(operand_index, new_shape);
      return;
    }
 
    auto const &desc = input(index);
    auto graph = model(std::get<ModelIndex>(desc))->primary_subgraph();
    auto const operand_index = graph->getInputs().at(std::get<IOIndex>(desc).value());
    graph->changeShape(operand_index, new_shape);
  }

References input(), model(), and primary_model().

◆ input() [1/2]

IODesc & onert::ir::NNPkg::input ( uint32_t index )

inline

Get pkg_input at index.

Parameters

[in] index Index of pkg_input to be returned

Returns: IODesc at index

Definition at line 137 of file NNPkg.h.

137{ return _edges.pkg_inputs[index]; }

moco::index

loco::GraphInputIndex index(const TFPlaceholder *node)

Definition TFNode.cpp:54

References onert::ir::ModelEdges::pkg_inputs.

◆ input() [2/2]

const IODesc & onert::ir::NNPkg::input ( uint32_t index ) const

inline

Get pkg_input at index.

Parameters

[in] index Index of pkg_input to be returned

Returns: IODesc at index

Definition at line 130 of file NNPkg.h.

130{ return _edges.pkg_inputs[index]; }

References onert::ir::ModelEdges::pkg_inputs.

Referenced by addInput(), changeInputShape(), and inputInfo().

◆ inputInfo()

const OperandInfo & onert::ir::NNPkg::inputInfo ( uint32_t index ) const

inline

Get model input info.

Definition at line 235 of file NNPkg.h.

  {
    if (_models.size() == 1)
    {
      auto const graph = primary_model()->primary_subgraph();
      auto const operand_index = graph->getInputs().at(index);
      return graph->operands().at(operand_index).info();
    }
 
    auto const &desc = input(index);
    auto const graph = model(std::get<ModelIndex>(desc))->primary_subgraph();
    auto const operand_index = graph->getInputs().at(std::get<IOIndex>(desc).value());
    return graph->operands().at(operand_index).info();
  }

References input(), model(), and primary_model().

◆ inputSize()

uint32_t onert::ir::NNPkg::inputSize ( ) const

inline

Get model input size.

Definition at line 217 of file NNPkg.h.

  {
    return _models.size() == 1 ? primary_model()->primary_subgraph()->getInputs().size()
                               : _edges.pkg_inputs.size();
  }

References onert::ir::ModelEdges::pkg_inputs, and primary_model().

◆ model() [1/2]

std::shared_ptr< Model > & onert::ir::NNPkg::model ( const ModelIndex & index )

inline

Get model at index.

Parameters

[in] index Index of the model to be returned

Returns: Model at index

Definition at line 122 of file NNPkg.h.

122{ return _models.at(index); }

◆ model() [2/2]

const std::shared_ptr< Model > & onert::ir::NNPkg::model ( const ModelIndex & index ) const

inline

Get model at index.

Parameters

[in] index Index of the model to be returned

Returns: Model at index

Definition at line 115 of file NNPkg.h.

115{ return _models.at(index); }

Referenced by changeInputShape(), inputInfo(), NNPkg(), outputInfo(), push(), and replaceModel().

◆ model_count()

size_t onert::ir::NNPkg::model_count ( ) const

inline

Get the count of model.

Returns: the count of models

Definition at line 107 of file NNPkg.h.

107{ return _models.size(); }

◆ model_edges()

const ModelEdges & onert::ir::NNPkg::model_edges ( )

inline

Get model edge set.

Returns: Edge set reference

Definition at line 181 of file NNPkg.h.

181{ return _edges; }

◆ operator=() [1/2]

NNPkg & onert::ir::NNPkg::operator= ( const NNPkg & )

default

◆ operator=() [2/2]

NNPkg & onert::ir::NNPkg::operator= ( NNPkg && )

default

◆ output() [1/2]

IODesc & onert::ir::NNPkg::output ( uint32_t index )

inline

Get pkg_output at index.

Parameters

[in] index Index of pkg_output to be returned

Returns: IODesc at index

Definition at line 158 of file NNPkg.h.

158{ return _edges.pkg_outputs[index]; }

References onert::ir::ModelEdges::pkg_outputs.

◆ output() [2/2]

const IODesc & onert::ir::NNPkg::output ( uint32_t index ) const

inline

Get pkg_output at index.

Parameters

[in] index Index of pkg_output to be returned

Returns: IODesc at index

Definition at line 151 of file NNPkg.h.

151{ return _edges.pkg_outputs[index]; }

References onert::ir::ModelEdges::pkg_outputs.

Referenced by addOutput(), and outputInfo().

◆ outputInfo()

const OperandInfo & onert::ir::NNPkg::outputInfo ( uint32_t index ) const

inline

Get model output info.

Definition at line 253 of file NNPkg.h.

  {
    if (_models.size() == 1)
    {
      auto const graph = primary_model()->primary_subgraph();
      auto const operand_index = graph->getOutputs().at(index);
      return graph->operands().at(operand_index).info();
    }
 
    auto const &desc = output(index);
    auto const graph = model(std::get<ModelIndex>(desc))->primary_subgraph();
    auto const operand_index = graph->getOutputs().at(std::get<IOIndex>(desc).value());
    return graph->operands().at(operand_index).info();
  }

References model(), output(), and primary_model().

◆ outputSize()

uint32_t onert::ir::NNPkg::outputSize ( ) const

inline

Get model output size.

Definition at line 226 of file NNPkg.h.

  {
    return _models.size() == 1 ? primary_model()->primary_subgraph()->getOutputs().size()
                               : _edges.pkg_outputs.size();
  }

References onert::ir::ModelEdges::pkg_outputs, and primary_model().

◆ primary_model()

std::shared_ptr< Model > onert::ir::NNPkg::primary_model ( ) const

inline

Definition at line 92 of file NNPkg.h.

92{ return _models.at(onert::ir::ModelIndex{0}); }

onert::util::Index< uint16_t, ModelIndexTag >

Referenced by changeInputShape(), inputInfo(), inputSize(), outputInfo(), and outputSize().

◆ push()

void onert::ir::NNPkg::push	(	ModelIndex	index,
		const std::shared_ptr< Model > &	model
	)

inline

Put model at index.

Parameters

[in]	model	Model to be pushed
[in]	index	Index where Model is to be pushed

Definition at line 100 of file NNPkg.h.

100{ _models[index] = model; }

References model().

◆ replaceModel()

void onert::ir::NNPkg::replaceModel ( std::shared_ptr< Model > model )

inline

Replace model.

Parameters

[in] model Model to be replaced

TODO: Support multiple models

Definition at line 291 of file NNPkg.h.

291{ _models[ModelIndex{0}] = model; }

References model().

◆ verify()

void onert::ir::NNPkg::verify ( void )

inline

Verify NNPkg.

Definition at line 187 of file NNPkg.h.

  {
    // Verify edges information
    //
    // Only duplicates of nnpkg output and Edge `from` are possible.
    // | Whether duplicates are possible   | Edge `to` | Edge `from` |
    // | nnpkg input  (input of subgraph)  | X (*1)    | X (*2)      |
    // | nnpkg output (output of subgraph) | X (*2)    | O           |
    // *1. The subjects who determine values of each buffer are different.
    //    - nnpkg input : user input
    //    - Edge `to`   : output of another subgraph
    // *2. `IOIndex` of inputs and outputs of subgraph is distinct.
    //
    for (const auto &edge : _edges.edges)
    {
      if (std::find(_edges.pkg_inputs.begin(), _edges.pkg_inputs.end(), edge.to) !=
          _edges.pkg_inputs.end())
      {
        throw std::runtime_error{
          "Invalid edge information. NNPkg inputs and Edge `to` cannot be duplicated"};
      }
    }
  }

References onert::ir::ModelEdges::edges, and onert::ir::ModelEdges::pkg_inputs.

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

runtime/onert/core/include/ir/NNPkg.h

Public Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ NNPkg() [1/4]

◆ NNPkg() [2/4]

◆ NNPkg() [3/4]

◆ ~NNPkg()

◆ NNPkg() [4/4]

Member Function Documentation

◆ addEdge()

◆ addInput()

◆ addOutput()

◆ changeInputShape()

◆ input() [1/2]

◆ input() [2/2]

◆ inputInfo()

◆ inputSize()

◆ model() [1/2]

◆ model() [2/2]

◆ model_count()

◆ model_edges()

◆ operator=() [1/2]

◆ operator=() [2/2]

◆ output() [1/2]

◆ output() [2/2]

◆ outputInfo()

◆ outputSize()

◆ primary_model()

◆ push()

◆ replaceModel()

◆ verify()