#include <hebench_logreg.h>

Inheritance diagram for hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory:

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Collaboration diagram for hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory:

Public Member Functions
	BenchmarkDescriptorCategory ()=default

	~BenchmarkDescriptorCategory () override=default

Public Member Functions inherited from hebench::TestHarness::PartialBenchmarkDescriptor
	PartialBenchmarkDescriptor ()

	~PartialBenchmarkDescriptor () override

DescriptionToken::Ptr	matchDescriptor (const Engine &engine, const BenchmarkDescription::Backend &backend_desc, const BenchmarkDescription::Configuration &config) const override final
	Implementation of IBenchmarkDescriptor::matchDescriptor(). More...

Public Member Functions inherited from hebench::TestHarness::IBenchmarkDescriptor
	IBenchmarkDescriptor ()=default

virtual	~IBenchmarkDescriptor ()=default

virtual PartialBenchmark *	createBenchmark (std::shared_ptr< Engine > p_engine, const DescriptionToken &description_token)=0
	Creates the represented IBenchmark object that can perform the workload specified by the HEBench benchmark descriptor. More...

virtual void	destroyBenchmark (PartialBenchmark *p_bench)=0
	Destroys an object returned by `createBenchmark()`. More...

Static Public Member Functions
static std::uint64_t	fetchVectorSize (const std::vector< hebench::APIBridge::WorkloadParam > &w_params)

Static Public Member Functions inherited from hebench::TestHarness::PartialBenchmarkDescriptor
static bool	getForceConfigValues ()
	Specifies whether frontend will override backend descriptors using configuration data or not. More...

static void	setForceConfigValues (bool value)
	Sets whether frontend will override backend descriptors using configuration data or not. More...

static std::uint64_t	computeSampleSizes (std::uint64_t *sample_sizes, std::size_t param_count, const std::vector< std::uint64_t > &config_sample_sizes, const hebench::APIBridge::BenchmarkDescriptor &bench_desc, std::uint64_t default_sample_size_fallback, bool force_config)
	Extracts the batch sizes for a workload from a specified HEBench API benchmark descriptor. More...

Static Public Attributes
static constexpr const char *	BaseWorkloadName = "Logistic Regression"

static constexpr std::uint64_t	WorkloadParameterCount = 1

static constexpr std::uint64_t	OpParameterCount = 3

static constexpr std::uint64_t	OpResultCount = 1

static hebench::APIBridge::WorkloadParamType::WorkloadParamType	WorkloadParameterType [WorkloadParameterCount]

Protected Member Functions
bool	matchBenchmarkDescriptor (const hebench::APIBridge::BenchmarkDescriptor &bench_desc, const std::vector< hebench::APIBridge::WorkloadParam > &w_params) const override
	Determines if the represented benchmark can perform the workload described by a specified HEBench benchmark descriptor and workload parameters. More...

void	completeWorkloadDescription (WorkloadDescriptionOutput &output, const Engine &engine, const BenchmarkDescription::Backend &backend_desc, const BenchmarkDescription::Configuration &config) const override
	Completes the description for the matched benchmark. More...

Protected Member Functions inherited from hebench::TestHarness::IBenchmarkDescriptor
DescriptionToken::Ptr	createToken (const BenchmarkDescription::Backend &backend_desc, const BenchmarkDescription::Configuration &config, const BenchmarkDescription::Description &text_desc) const
	Creates a DescriptionToken object associated to this IBenchmarkDescription object using the specified benchmark description. More...

Additional Inherited Members
Static Protected Member Functions inherited from hebench::TestHarness::PartialBenchmarkDescriptor
static std::unordered_set< std::size_t >	getCipherParamPositions (std::uint32_t cipher_param_mask)

static std::string	getCategoryName (hebench::APIBridge::Category category)

static std::string	getDataTypeName (hebench::APIBridge::DataType data_type)

static void	completeCategoryParams (hebench::APIBridge::BenchmarkDescriptor &out_descriptor, const hebench::APIBridge::BenchmarkDescriptor &in_descriptor, const BenchmarkDescription::Configuration &config, bool force_config)
	Completes common elements of category parameters in a descriptor using the specified configuration. More...

Detailed Description

Definition at line 22 of file hebench_logreg.h.

Constructor & Destructor Documentation

◆ BenchmarkDescriptorCategory()

hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::BenchmarkDescriptorCategory ( )

default

◆ ~BenchmarkDescriptorCategory()

hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::~BenchmarkDescriptorCategory ( )

overridedefault

Member Function Documentation

◆ completeWorkloadDescription()

void hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::completeWorkloadDescription	(	WorkloadDescriptionOutput &	output,
		const Engine &	engine,
		const BenchmarkDescription::Backend &	backend_desc,
		const BenchmarkDescription::Configuration &	config
	)		const

overrideprotectedvirtual

Completes the description for the matched benchmark.

Parameters

[out]	output	Structure to receive the completed description.
[in]	engine	Engine that requested the matching.
[in]	backend_desc	Backend descriptor to be described.
[in]	config	Configuration for the benchmark being described.

Exceptions

std::invalid_argument if fields in backend_desc or config are not supported or invalid.

This method will only be called if PartialBenchmarkDescriptor::matchBenchmarkDescriptor(const hebench::APIBridge::BenchmarkDescriptor &, const std::vector<hebench::APIBridge::WorkloadParam> &) returns true.

All fields in config are valid. In backend_desc: field operation_params_count is expected to be returned by this method; field descriptor is the original returned from the backend, and it is expected that this method returns the final, concrete version. All other input parameters are valid. Use these values to complete all fields in output.

This method must fill out all fields in the output structure. Field workload_header may be set to empty string, but workload_name and operation_params_count must be set to the correct values. Field concrete_descriptor must be set to the completed benchmark descriptor, where all configurable values are replaced by the concrete, final values. See WorkloadDescriptionOutput for more details.

If extra header information returned in workload_header is not empty, it will be appended in the report to a pre-generated header in CSV format. The following is an example of a pre-generated header:

Specifications,
, Encryption,
, , Scheme, CKKS
, , Security, 128 bits
, , Poly mod degree, 8192
, , Primes, 3
 
, Category, Latency
, , Warmup iterations, 2
, , Minimum test time (ms), 2000
 
, Workload, Element-wise Vector Addition (1000)
, , Data type, Float64
, , Encrypted parameters, All

output .workload_header will be appended at the next line immediately after this.

See also: WorkloadDescriptionOutput

Implements hebench::TestHarness::PartialBenchmarkDescriptor.

Reimplemented in hebench::TestHarness::LogisticRegression::Offline::BenchmarkDescriptor, and hebench::TestHarness::LogisticRegression::Latency::BenchmarkDescriptor.

Definition at line 94 of file hebench_logreg.cpp.

◆ fetchVectorSize()

std::uint64_t hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::fetchVectorSize ( const std::vector< hebench::APIBridge::WorkloadParam > & w_params )

static

Definition at line 31 of file hebench_logreg.cpp.

◆ matchBenchmarkDescriptor()

bool hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::matchBenchmarkDescriptor	(	const hebench::APIBridge::BenchmarkDescriptor &	bench_desc,
		const std::vector< hebench::APIBridge::WorkloadParam > &	w_params
	)		const

overrideprotectedvirtual

Determines if the represented benchmark can perform the workload described by a specified HEBench benchmark descriptor and workload parameters.

Parameters

[in]	bench_desc	Descriptor to which compare.
[in]	w_params	Arguments for the workload parameters.

Returns: true if the represented benchmark can perform the specified described workload.; false if no match was found.

This method is used by BenchmarkFactory::createBenchmark() to select the appropriate benchmark to create based on the descriptor.

See also: IBenchmarkDescriptor::matchDescriptor()

Implements hebench::TestHarness::PartialBenchmarkDescriptor.

Reimplemented in hebench::TestHarness::LogisticRegression::Offline::BenchmarkDescriptor, and hebench::TestHarness::LogisticRegression::Latency::BenchmarkDescriptor.

Definition at line 68 of file hebench_logreg.cpp.

Member Data Documentation

◆ BaseWorkloadName

constexpr const char* hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::BaseWorkloadName = "Logistic Regression"

staticconstexpr

Definition at line 30 of file hebench_logreg.h.

◆ OpParameterCount

constexpr std::uint64_t hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::OpParameterCount = 3

staticconstexpr

Definition at line 32 of file hebench_logreg.h.

◆ OpResultCount

constexpr std::uint64_t hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::OpResultCount = 1

staticconstexpr

Definition at line 33 of file hebench_logreg.h.

◆ WorkloadParameterCount

constexpr std::uint64_t hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::WorkloadParameterCount = 1

staticconstexpr

Definition at line 31 of file hebench_logreg.h.

◆ WorkloadParameterType

hebench::APIBridge::WorkloadParamType::WorkloadParamType hebench::TestHarness::LogisticRegression::BenchmarkDescriptorCategory::WorkloadParameterType

static

Initial value:

= {
        hebench::APIBridge::WorkloadParamType::UInt64
    }

Definition at line 34 of file hebench_logreg.h.

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

Public Member Functions

Static Public Member Functions

Static Public Attributes

Protected Member Functions

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ BenchmarkDescriptorCategory()

◆ ~BenchmarkDescriptorCategory()

Member Function Documentation

◆ completeWorkloadDescription()

◆ fetchVectorSize()

◆ matchBenchmarkDescriptor()

Member Data Documentation

◆ BaseWorkloadName

◆ OpParameterCount

◆ OpResultCount

◆ WorkloadParameterCount

◆ WorkloadParameterType