InfiniOps
Operator Library for Accelerators
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Public Member Functions | Protected Attributes | List of all members
infini::ops::Histogram Class Referenceabstract

#include <histogram.h>

Inheritance diagram for infini::ops::Histogram:
infini::ops::Operator< Histogram > infini::ops::OperatorBase infini::ops::OperatorBase

Public Member Functions

 Histogram (const Tensor input, const Tensor bins, const std::optional< Tensor > weight, const bool density, Tensor hist, Tensor bin_edges)
 
 Histogram (const Tensor input, const int64_t bins, const std::optional< Tensor > weight, const std::optional< std::vector< double > > range, const bool density, Tensor hist, Tensor bin_edges)
 
virtual void operator() (const Tensor input, const Tensor bins, const std::optional< Tensor > weight, const bool density, Tensor hist, Tensor bin_edges) const =0
 
virtual void operator() (const Tensor input, const int64_t bins, const std::optional< Tensor > weight, const std::optional< std::vector< double > > range, const bool density, Tensor hist, Tensor bin_edges) const =0
 
- Public Member Functions inherited from infini::ops::Operator< Histogram >
void operator() (const Handle &handle, const Args &... args)
 
void operator() (const Args &... args) const
 
void operator() (const Handle &handle, const Args &... args)
 
void operator() (const Args &... args) const
 
- Public Member Functions inherited from infini::ops::OperatorBase
virtual ~OperatorBase ()=default
 
virtual std::size_t workspace_size_in_bytes () const
 
void set_handle (const Handle &handle)
 
void set_config (const Config &config)
 
void set_stream (void *stream)
 
void set_workspace (void *workspace)
 
void set_workspace_size_in_bytes (std::size_t workspace_size_in_bytes)
 
virtual ~OperatorBase ()=default
 
virtual std::size_t workspace_size_in_bytes () const
 
void set_handle (const Handle &handle)
 
void set_config (const Config &config)
 
void set_stream (void *stream)
 
void set_workspace (void *workspace)
 
void set_workspace_size_in_bytes (std::size_t workspace_size_in_bytes)
 

Protected Attributes

Tensor::Shape input_shape_
 
Tensor::Strides input_strides_
 
DataType input_type_
 
Tensor::Shape bins_shape_
 
Tensor::Strides bins_strides_
 
DataType bins_type_
 
Tensor::Shape hist_shape_
 
Tensor::Strides hist_strides_
 
DataType hist_type_
 
Tensor::Shape bin_edges_shape_
 
Tensor::Strides bin_edges_strides_
 
DataType bin_edges_type_
 
bool has_weight_ {false}
 
Tensor::Shape weight_shape_
 
Tensor::Strides weight_strides_
 
DataType weight_type_ {DataType::kFloat32}
 
bool density_ {}
 
int64_t bins_ {}
 
std::optional< std::vector< double > > range_ {}
 
int device_index_ {0}
 
- Protected Attributes inherited from infini::ops::OperatorBase
std::unique_ptr< Handle > handle_ptr_
 
std::unique_ptr< Config > config_ptr_
 
void * stream_ {nullptr}
 
void * workspace_ {nullptr}
 
std::size_t workspace_size_in_bytes_ {0}
 

Additional Inherited Members

- Static Public Member Functions inherited from infini::ops::Operator< Histogram >
static void clear_cache ()
 
static void clear_cache ()
 
static std::unique_ptr< Operator > Make (const Config &config, const Tensor tensor, Args &&... args)
 
static std::unique_ptr< Operator > Make (const Tensor tensor, Args &&... args)
 
static std::unique_ptr< Operator > Make (const Config &config, const std::vector< Tensor > tensors, Args &&... args)
 
static std::unique_ptr< Operator > Make (const std::vector< Tensor > tensors, Args &&... args)
 
static std::unique_ptr< Operator > Make (const Config &config, const Tensor tensor, Args &&... args)
 
static std::unique_ptr< Operator > Make (const Tensor tensor, Args &&... args)
 
static std::unique_ptr< Operator > Make (const Config &config, const std::vector< Tensor > tensors, Args &&... args)
 
static std::unique_ptr< Operator > Make (const std::vector< Tensor > tensors, Args &&... args)
 
static void Call (const Handle &handle, const Config &config, const Args &... args)
 
static void Call (const Tensor tensor, const Args &... args)
 
static auto Call (const TensorLike &tensor, const Args &... args)
 
static void Call (const Handle &handle, const Config &config, const Args &... args)
 
static void Call (const Tensor tensor, const Args &... args)
 
static auto Call (const TensorLike &tensor, const Args &... args)
 
static std::vector< std::size_t > active_implementation_indices (Device::Type dev_type)
 
static std::vector< std::size_t > active_implementation_indices (Device::Type dev_type)
 
- Static Protected Attributes inherited from infini::ops::Operator< Histogram >
static constexpr Device::Type device_type_
 
static constexpr std::size_t implementation_index_
 

Constructor & Destructor Documentation

◆ Histogram() [1/2]

infini::ops::Histogram::Histogram ( const Tensor  input,
const Tensor  bins,
const std::optional< Tensor >  weight,
const bool  density,
Tensor  hist,
Tensor  bin_edges 
)
inline

◆ Histogram() [2/2]

infini::ops::Histogram::Histogram ( const Tensor  input,
const int64_t  bins,
const std::optional< Tensor >  weight,
const std::optional< std::vector< double > >  range,
const bool  density,
Tensor  hist,
Tensor  bin_edges 
)
inline

Member Function Documentation

◆ operator()() [1/2]

virtual void infini::ops::Histogram::operator() ( const Tensor  input,
const int64_t  bins,
const std::optional< Tensor >  weight,
const std::optional< std::vector< double > >  range,
const bool  density,
Tensor  hist,
Tensor  bin_edges 
) const
pure virtual

◆ operator()() [2/2]

virtual void infini::ops::Histogram::operator() ( const Tensor  input,
const Tensor  bins,
const std::optional< Tensor >  weight,
const bool  density,
Tensor  hist,
Tensor  bin_edges 
) const
pure virtual

Member Data Documentation

◆ bin_edges_shape_

Tensor::Shape infini::ops::Histogram::bin_edges_shape_
protected

◆ bin_edges_strides_

Tensor::Strides infini::ops::Histogram::bin_edges_strides_
protected

◆ bin_edges_type_

DataType infini::ops::Histogram::bin_edges_type_
protected

◆ bins_

int64_t infini::ops::Histogram::bins_ {}
protected

◆ bins_shape_

Tensor::Shape infini::ops::Histogram::bins_shape_
protected

◆ bins_strides_

Tensor::Strides infini::ops::Histogram::bins_strides_
protected

◆ bins_type_

DataType infini::ops::Histogram::bins_type_
protected

◆ density_

bool infini::ops::Histogram::density_ {}
protected

◆ device_index_

int infini::ops::Histogram::device_index_ {0}
protected

◆ has_weight_

bool infini::ops::Histogram::has_weight_ {false}
protected

◆ hist_shape_

Tensor::Shape infini::ops::Histogram::hist_shape_
protected

◆ hist_strides_

Tensor::Strides infini::ops::Histogram::hist_strides_
protected

◆ hist_type_

DataType infini::ops::Histogram::hist_type_
protected

◆ input_shape_

Tensor::Shape infini::ops::Histogram::input_shape_
protected

◆ input_strides_

Tensor::Strides infini::ops::Histogram::input_strides_
protected

◆ input_type_

DataType infini::ops::Histogram::input_type_
protected

◆ range_

std::optional<std::vector<double> > infini::ops::Histogram::range_ {}
protected

◆ weight_shape_

Tensor::Shape infini::ops::Histogram::weight_shape_
protected

◆ weight_strides_

Tensor::Strides infini::ops::Histogram::weight_strides_
protected

◆ weight_type_

DataType infini::ops::Histogram::weight_type_ {DataType::kFloat32}
protected
The documentation for this class was generated from the following file: