luci::CircleQuantizer::Options Struct Reference

#include <CircleQuantizer.h>

Data Structures
struct	LayerParam
class	LayerParamsSet

Public Types
enum	Algorithm {   QuantizeDequantizeWeights , QuantizeWithMinMax , Requantize , CopyQuantParam ,   ForceQuantParam , ConvertToFakeQuantizedModel , QuantizeWeights , QuantizeOnnxFakeQuantizedModel }
enum	AlgorithmParameters {   Quantize_input_model_dtype , Quantize_output_model_dtype , Quantize_granularity , Quantize_tensor_names ,   Quantize_scales , Quantize_zero_points , Quantize_layer_params , Quantize_src_tensor_names ,   Quantize_dst_tensor_names , Quantize_input_type , Quantize_output_type , Quantize_TF_style_maxpool ,   Quantize_save_min_max }
using	LayerParams = std::vector< std::shared_ptr< LayerParam > >

Public Member Functions
virtual	~Options ()=default
virtual void	enable (Algorithm)=0
virtual bool	query (Algorithm)=0
virtual void	param (AlgorithmParameters, const std::string &)=0
virtual const std::string	param (AlgorithmParameters) const =0
virtual void	params (AlgorithmParameters, std::vector< std::string > &)=0
virtual std::vector< std::string >	params (AlgorithmParameters) const =0
virtual void	layer_params (AlgorithmParameters, LayerParams &)=0
virtual LayerParams	layer_params (AlgorithmParameters) const =0
virtual void	layer_params_set (LayerParamsSet &)=0
virtual LayerParamsSet	layer_params_set (void) const =0

Detailed Description

Definition at line 32 of file CircleQuantizer.h.

Member Typedef Documentation

LayerParams

using luci::CircleQuantizer::Options::LayerParams = std::vector<std::shared_ptr<LayerParam> >

Definition at line 41 of file CircleQuantizer.h.

Member Enumeration Documentation

Algorithm

enum luci::CircleQuantizer::Options::Algorithm

Enumerator
QuantizeDequantizeWeights
QuantizeWithMinMax
Requantize
CopyQuantParam
ForceQuantParam
ConvertToFakeQuantizedModel
QuantizeWeights
QuantizeOnnxFakeQuantizedModel

Definition at line 59 of file CircleQuantizer.h.

    {
      QuantizeDequantizeWeights,
      QuantizeWithMinMax,
      Requantize,
      CopyQuantParam,
      ForceQuantParam,
      ConvertToFakeQuantizedModel,
      QuantizeWeights,
      QuantizeOnnxFakeQuantizedModel,
    };

AlgorithmParameters

enum luci::CircleQuantizer::Options::AlgorithmParameters

Enumerator
Quantize_input_model_dtype
Quantize_output_model_dtype
Quantize_granularity
Quantize_tensor_names
Quantize_scales
Quantize_zero_points
Quantize_layer_params
Quantize_src_tensor_names
Quantize_dst_tensor_names
Quantize_input_type
Quantize_output_type
Quantize_TF_style_maxpool
Quantize_save_min_max

Definition at line 71 of file CircleQuantizer.h.

    {
      // quantize
      Quantize_input_model_dtype,
      Quantize_output_model_dtype,
      Quantize_granularity, // layer-wise or channel-wise
      Quantize_tensor_names,
      Quantize_scales,
      Quantize_zero_points,
      Quantize_layer_params,
 
      // copy_quantparam
      Quantize_src_tensor_names,
      Quantize_dst_tensor_names,
 
      Quantize_input_type,
      Quantize_output_type,
      Quantize_TF_style_maxpool,
      Quantize_save_min_max,
    };

Constructor & Destructor Documentation

~Options()

virtual luci::CircleQuantizer::Options::~Options ( )

virtualdefault

Member Function Documentation

enable()

virtual void luci::CircleQuantizer::Options::enable ( Algorithm  )

pure virtual

layer_params() [1/2]

virtual LayerParams luci::CircleQuantizer::Options::layer_params ( AlgorithmParameters  ) const

pure virtual

layer_params() [2/2]

virtual void luci::CircleQuantizer::Options::layer_params ( AlgorithmParameters  , LayerParams &    )

pure virtual

layer_params_set() [1/2]

virtual void luci::CircleQuantizer::Options::layer_params_set ( LayerParamsSet &  )

pure virtual

layer_params_set() [2/2]

virtual LayerParamsSet luci::CircleQuantizer::Options::layer_params_set ( void  ) const

pure virtual

param() [1/2]

virtual const std::string luci::CircleQuantizer::Options::param ( AlgorithmParameters  ) const

pure virtual

param() [2/2]

virtual void luci::CircleQuantizer::Options::param ( AlgorithmParameters  , const std::string &    )

pure virtual

params() [1/2]

virtual std::vector< std::string > luci::CircleQuantizer::Options::params ( AlgorithmParameters  ) const

pure virtual

params() [2/2]

virtual void luci::CircleQuantizer::Options::params ( AlgorithmParameters  , std::vector< std::string > &    )

pure virtual

query()

virtual bool luci::CircleQuantizer::Options::query ( Algorithm  )

pure virtual

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

• compiler/luci/pass/include/luci/CircleQuantizer.h