List of all items

Structs

• EvaluationConfig
• architecture::Architecture
• architecture::ArchitectureSpace
• architecture::ComponentPosition
• architecture::Connection
• architecture::OptimizerComponent
• architecture::PerformanceMetrics
• architecture_embedding::ArchitectureEmbedder
• architecture_knowledge_graph::ArchKnowledgeEdge
• architecture_knowledge_graph::ArchKnowledgeNode
• architecture_knowledge_graph::ArchitectureKnowledgeGraph
• architecture_knowledge_graph::PerformanceRecord
• automl_pipeline::AutomlPipelineConfig
• automl_pipeline::AutomlPipelineCoordinator
• automl_pipeline::PipelineEvaluation
• automl_pipeline::ScoredPipeline
• cross_domain_transfer::CrossDomainTransferEngine
• cross_domain_transfer::DomainProfile
• cross_domain_transfer::DomainSimilarityReport
• cross_domain_transfer::TransferRecommendation
• cross_domain_transfer::TransferabilityWeights
• domain_specific_nas::DomainNASEngine
• domain_specific_nas::DomainSearchSpace
• evaluation::BenchmarkMetadata
• evaluation::BenchmarkResults
• evaluation::BenchmarkSuite
• evaluation::CacheMetadata
• evaluation::CachedEvaluation
• evaluation::DescriptiveStats
• evaluation::EvaluationCache
• evaluation::ModelParameters
• evaluation::ModelTrainingState
• evaluation::MonitoringConfig
• evaluation::PerformanceEvaluator
• evaluation::PerformancePredictor
• evaluation::PerformanceRanking
• evaluation::PredictorModel
• evaluation::PredictorTrainingData
• evaluation::ResourceLimits
• evaluation::ResourceMonitor
• evaluation::ResourceRequirements
• evaluation::ResourceSummary
• evaluation::ResourceUsageSnapshot
• evaluation::StandardBenchmark
• evaluation::StatisticalAnalyzer
• evaluation::StatisticalSummary
• evaluation::StatisticalTest
• evaluation::TestFunction
• evaluation::TestResult
• few_shot_architecture::ArchitectureExample
• few_shot_architecture::FewShotArchitectureOptimizer
• few_shot_architecture::FewShotConfig
• few_shot_architecture::FewShotPrediction
• hardware_cost::CostReport
• hardware_cost::HardwareCostModel
• hardware_cost::HardwareProfile
• hardware_cost::LatencyLookupTable
• hardware_cost::LatencyPrediction
• hardware_cost::LayerSignature
• hardware_cost::PerLayerCost
• hardware_cost::RooflineResult
• hyperparameter::EarlyStoppingState
• hyperparameter::EvaluationMetrics
• hyperparameter::HyperparameterConfiguration
• hyperparameter::HyperparameterConstraint
• hyperparameter::HyperparameterEvaluation
• hyperparameter::HyperparameterOptimizer
• hyperparameter::HyperparameterSpace
• hyperparameter::OptimizationStatistics
• hyperparameter::OptimizerState
• hyperparameter::ParameterDependency
• hyperparameter::ParameterRange
• hyperparameter::SurrogateModel
• hyperparameter::evolution::EvolutionConfig
• hyperparameter::surrogate::KernelSurrogate
• hyperparameter::surrogate::SurrogateConfig
• hyperparameter::tpe::CategoricalEstimator
• hyperparameter::tpe::ParzenEstimator
• hyperparameter::tpe::TpeConfig
• multi_objective::core::CoverageMetrics
• multi_objective::core::FrontMetrics
• multi_objective::core::Individual
• multi_objective::core::MultiObjectiveStatistics
• multi_objective::core::ObjectiveBounds
• multi_objective::core::ParetoFront
• multi_objective::core::ParetoSolution
• multi_objective::core::SolutionMetadata
• multi_objective::hypervolume::HypervolumeCalculator
• multi_objective::moead::MOEADOptimizer
• multi_objective::nsga2::NSGA2
• multi_objective::nsga3::NSGA3
• multi_objective::weighted_sum::WeightedSum
• multimodal_nas::ModalityEncoder
• multimodal_nas::MultimodalArchitecture
• multimodal_nas::MultimodalEvaluation
• multimodal_nas::MultimodalNasEngine
• multimodal_nas::MultimodalSearchSpace
• nas_engine::config::AdaptiveMechanismSpace
• nas_engine::config::ArchitectureConstraints
• nas_engine::config::BenchmarkDataset
• nas_engine::config::CompatibilityConstraint
• nas_engine::config::ComponentTypeConfig
• nas_engine::config::ComputationConstraints
• nas_engine::config::DatasetCharacteristics
• nas_engine::config::EarlyStoppingConfig
• nas_engine::config::EvaluationBudget
• nas_engine::config::EvaluationConfig
• nas_engine::config::HardwareResources
• nas_engine::config::LearningRateScheduleSpace
• nas_engine::config::MemoryConstraints
• nas_engine::config::MultiObjectiveConfig
• nas_engine::config::NASConfig
• nas_engine::config::ObjectiveConfig
• nas_engine::config::OptimizerComponentConfig
• nas_engine::config::ParallelizationConstraints
• nas_engine::config::RegularizationSpace
• nas_engine::config::ResourceAllocation
• nas_engine::config::ResourceConstraints
• nas_engine::config::SearchSpaceConfig
• nas_engine::config::StatisticalTestingConfig
• nas_engine::config::TimeConstraints
• nas_engine::config::UserPreferences
• nas_engine::engine::core::NeuralArchitectureSearch
• nas_engine::engine::support::DiversityMetrics
• nas_engine::engine::support::PerformanceEvaluator
• nas_engine::engine::support::PerformancePredictor
• nas_engine::engine::support::ProgressiveNAS
• nas_engine::engine::support::ProgressiveStage
• nas_engine::resources::AlertThresholds
• nas_engine::resources::ConsoleAlertHandler
• nas_engine::resources::MemoryOptimizer
• nas_engine::resources::MonitoringConfig
• nas_engine::resources::OptimizationAction
• nas_engine::resources::ResourceMonitor
• nas_engine::resources::ResourceReport
• nas_engine::resources::ResourceSnapshot
• nas_engine::resources::ResourceViolation
• nas_engine::resources::ResourceWarning
• nas_engine::resources::SystemMetrics
• nas_engine::resources::SystemResourceTracker
• nas_engine::resources::UsageTrend
• nas_engine::results::ArchitectureEncoding
• nas_engine::results::BenchmarkResult
• nas_engine::results::BenchmarkSummary
• nas_engine::results::ConvergenceData
• nas_engine::results::ConvergenceMetrics
• nas_engine::results::CrossValidationResults
• nas_engine::results::DiversityMetrics
• nas_engine::results::EdgeEncoding
• nas_engine::results::EfficiencyMetrics
• nas_engine::results::EncodingMetadata
• nas_engine::results::EvaluationResults
• nas_engine::results::EvaluationSummary
• nas_engine::results::GraphEncoding
• nas_engine::results::GraphProperties
• nas_engine::results::NodeEncoding
• nas_engine::results::OperationInfo
• nas_engine::results::OptimizerArchitecture
• nas_engine::results::OptimizerComponent
• nas_engine::results::ResourceCosts
• nas_engine::results::ResourceEfficiencyMetrics
• nas_engine::results::ResourceLimits
• nas_engine::results::ResourceStatistics
• nas_engine::results::ResourceSummary
• nas_engine::results::ResourceUsage
• nas_engine::results::ResourceUsageSummary
• nas_engine::results::ScoreStatistics
• nas_engine::results::SearchConfigSummary
• nas_engine::results::SearchRecommendation
• nas_engine::results::SearchResult
• nas_engine::results::SearchResultMetadata
• nas_engine::results::SearchResults
• nas_engine::results::SearchStatistics
• nas_engine::results::StatisticalTestResult
• nas_engine::results::TimeStatistics
• nas_engine::results::TrainingSnapshot
• nas_engine::telemetry::FixedTelemetry
• nas_engine::telemetry::StdTelemetry
• nas_engine::telemetry::TelemetrySample
• progressive::ArchitectureProgression
• progressive::ComplexityScheduler
• progressive::ProgressionRecord
• progressive::ProgressiveNAS
• progressive::ScoredArchitecture
• progressive::SearchPhaseConfig
• search_strategies::SearchStrategyStatistics
• search_strategies::bayesian::AcquisitionFunction
• search_strategies::bayesian::BayesianOptimization
• search_strategies::bayesian::GPKernel
• search_strategies::bayesian::GaussianProcess
• search_strategies::differentiable::DARTSConfig
• search_strategies::differentiable::DifferentiableSearch
• search_strategies::differentiable::MemoryEfficientDARTS
• search_strategies::differentiable::RobustDARTS
• search_strategies::differentiable::WeightOptimizer
• search_strategies::evolutionary::EvolutionarySearch
• search_strategies::neural_predictor::ArchitectureEncoder
• search_strategies::neural_predictor::NeuralPredictorSearch
• search_strategies::neural_predictor::PredictorLayer
• search_strategies::neural_predictor::PredictorNetwork
• search_strategies::neural_predictor::SearchOptimizer
• search_strategies::neural_predictor::TrainingPass
• search_strategies::progressive::ProgressiveNAS
• search_strategies::random::RandomSearch
• search_strategies::rl_search::BaselineOptimizer
• search_strategies::rl_search::BaselinePredictor
• search_strategies::rl_search::ControllerNetwork
• search_strategies::rl_search::ExperienceBuffer
• search_strategies::rl_search::PolicyOptimizer
• search_strategies::rl_search::ReinforcementLearningSearch
• speech_nas::SpeechModelConfig
• speech_nas::SpeechModelEvaluation
• speech_nas::SpeechNasEngine
• speech_nas::SpeechSearchSpace

Enums

• EvaluationMetric
• architecture::ComponentType
• architecture::ConnectionType
• architecture_embedding::AggregationMethod
• architecture_knowledge_graph::RelationType
• automl_pipeline::CandidateModel
• automl_pipeline::EnsembleStrategy
• automl_pipeline::FeatureEngineeringStep
• automl_pipeline::PreprocessingStep
• automl_pipeline::SvmKernel
• cross_domain_transfer::DomainSimilarityMetric
• domain_specific_nas::DomainType
• domain_specific_nas::NASConstraint
• error::OptimError
• evaluation::ActivationFunction
• evaluation::AnalysisMethod
• evaluation::BenchmarkType
• evaluation::CacheEvictionPolicy
• evaluation::DifficultyLevel
• evaluation::MultipleComparisonCorrection
• evaluation::PredictorModelType
• evaluation::StatisticalTestType
• evaluation::TestFunctionType
• few_shot_architecture::DistanceMetric
• few_shot_architecture::FewShotAlgorithm
• hardware_cost::ActivationKind
• hardware_cost::Bottleneck
• hardware_cost::LatencySource
• hardware_cost::LayerKind
• hardware_cost::LayerSpec
• hardware_cost::PoolKind
• hyperparameter::AcquisitionFunction
• hyperparameter::ConstraintType
• hyperparameter::DependencyCondition
• hyperparameter::DependencyType
• hyperparameter::DistributionType
• hyperparameter::EvaluationStatus
• hyperparameter::OptimizationStrategy
• hyperparameter::SurrogateModelType
• multi_objective::core::CreationMethod
• multi_objective::decomposition::Scalarization
• multi_objective::hypervolume::HypervolumeMethod
• multi_objective::moead::DecompositionMethod
• multimodal_nas::ActivationKind
• multimodal_nas::FusionOp
• multimodal_nas::Modality
• multimodal_nas::MultimodalLayer
• multimodal_nas::MultimodalValidationError
• nas_engine::config::AdaptationStrategy
• nas_engine::config::ArchitectureEncodingStrategy
• nas_engine::config::CompatibilityType
• nas_engine::config::ComponentType
• nas_engine::config::ConnectionPatternType
• nas_engine::config::ConstraintCondition
• nas_engine::config::ConstraintHandlingMethod
• nas_engine::config::ConvergenceDetectionStrategy
• nas_engine::config::CorrelationStructure
• nas_engine::config::DatasetSizeCategory
• nas_engine::config::DiversityStrategy
• nas_engine::config::MemoryAllocationStrategy
• nas_engine::config::MultiObjectiveAlgorithm
• nas_engine::config::MultipleComparisonCorrection
• nas_engine::config::ObjectivePriority
• nas_engine::config::ObjectiveType
• nas_engine::config::OptimizationDirection
• nas_engine::config::ParameterCondition
• nas_engine::config::ParameterRange
• nas_engine::config::PreferenceType
• nas_engine::config::ProblemDomain
• nas_engine::config::ProblemType
• nas_engine::config::RegularizationTechnique
• nas_engine::config::ResourceType
• nas_engine::config::ResourceViolationHandling
• nas_engine::config::ScheduleType
• nas_engine::config::SearchStrategyType
• nas_engine::config::StatisticalTestType
• nas_engine::config::TimeBudgetAllocation
• nas_engine::engine::support::PredictorType
• nas_engine::resources::ActionType
• nas_engine::resources::MemoryPressure
• nas_engine::resources::MonitoringState
• nas_engine::resources::OptimizationPriority
• nas_engine::resources::TrendDirection
• nas_engine::resources::ViolationSeverity
• nas_engine::resources::ViolationType
• nas_engine::resources::WarningType
• nas_engine::results::EncodingType
• nas_engine::results::ImplementationEffort
• nas_engine::results::RecommendationPriority
• nas_engine::results::RecommendationType
• progressive::ProgressionStrategy
• progressive::SchedulingStrategy
• progressive::SearchPhase
• search_strategies::bayesian::AcquisitionType
• search_strategies::bayesian::KernelType
• search_strategies::differentiable::DiscretizationStrategy
• search_strategies::differentiable::TemperatureSchedule
• search_strategies::neural_predictor::ActivationFunction
• search_strategies::neural_predictor::SearchOptimizerType
• speech_nas::LayerPositionConstraint
• speech_nas::SpeechLayerType

Traits

• multi_objective::core::MultiObjectiveOptimizer
• nas_engine::engine::support::ArchitectureController
• nas_engine::engine::support::MultiObjectiveOptimizer
• nas_engine::engine::support::SearchStrategy
• nas_engine::resources::AlertHandler
• nas_engine::resources::ResourceOptimizer
• nas_engine::resources::ResourceTracker
• nas_engine::telemetry::TelemetrySource
• search_strategies::SearchStrategy

Functions

• hyperparameter::evolution::breed
• hyperparameter::evolution::survivor_selection
• hyperparameter::grid::axis_values
• hyperparameter::grid::grid_point
• hyperparameter::grid::grid_size
• hyperparameter::grid::suggest
• hyperparameter::support::bounds
• hyperparameter::support::denormalize
• hyperparameter::support::is_log_axis
• hyperparameter::support::normalize
• hyperparameter::support::sample_parameter
• hyperparameter::support::snap_to_discrete
• hyperparameter::support::sorted_categorical_names
• hyperparameter::support::sorted_parameter_names
• hyperparameter::support::standard_normal
• hyperparameter::surrogate::erf
• hyperparameter::surrogate::normal_cdf
• hyperparameter::surrogate::normal_pdf
• hyperparameter::surrogate::suggest
• hyperparameter::tpe::split_by_quantile
• hyperparameter::tpe::suggest
• multi_objective::core::evaluation_metric_for_objective
• multi_objective::core::objective_directions
• multi_objective::core::objective_vector_for_result
• multi_objective::decomposition::associate_with_references
• multi_objective::decomposition::das_dennis_weights
• multi_objective::decomposition::divisions_for_at_least
• multi_objective::decomposition::extreme_point_indices
• multi_objective::decomposition::ideal_point_of
• multi_objective::decomposition::lattice_size
• multi_objective::decomposition::normalize_by_hyperplane
• multi_objective::decomposition::perpendicular_distance
• multi_objective::decomposition::scalarize
• multi_objective::decomposition::solve_linear_system
• multi_objective::decomposition::update_ideal_point
• multi_objective::decomposition::weight_neighborhoods
• multi_objective::hypervolume::derive_reference_point
• multi_objective::hypervolume::hypervolume_minimization
• multi_objective::hypervolume::normalize_front_for_minimization
• multi_objective::hypervolume::normalize_reference_for_minimization
• multi_objective::metrics::additive_epsilon_indicator
• multi_objective::metrics::front_bounds
• multi_objective::metrics::front_metrics_in_minimization_space
• multi_objective::metrics::hypervolume_convergence
• multi_objective::metrics::mean_pairwise_distance
• multi_objective::metrics::mean_reference_distance
• multi_objective::metrics::objective_space_coverage
• multi_objective::metrics::spacing
• multi_objective::metrics::spread
• multi_objective::operators::crossover_architectures
• multi_objective::operators::hyperparameter_bounds
• multi_objective::operators::hyperparameter_names
• multi_objective::operators::mutate_architecture
• multi_objective::operators::sample_architecture
• multimodal_nas::encoder_capacity
• multimodal_nas::fusion_max_modalities
• multimodal_nas::fusion_min_modalities
• multimodal_nas::fusion_supports
• multimodal_nas::layer_capacity
• multimodal_nas::layer_modality
• nas_engine::create_example_nas_config
• nas_engine::create_minimal_nas_config
• nas_engine::telemetry::parse_loadavg
• nas_engine::telemetry::parse_meminfo
• nas_engine::telemetry::parse_vm_rss_kib
• search_strategies::bayesian::norm_cdf
• search_strategies::bayesian::norm_pdf
• search_strategies::component_type_to_u8
• speech_nas::layer_position_constraint

Type Aliases

• architecture_knowledge_graph::NodeId
• automl_pipeline::TrainValSplit
• error::Result
• hyperparameter::support::StrategyRng
• hyperparameter::support::SuggestedParameters

Constants

• hyperparameter::grid::DEFAULT_GRID_RESOLUTION
• hyperparameter::surrogate::IMPLEMENTED_SURROGATE
• multi_objective::decomposition::MIN_WEIGHT_COMPONENT
• multi_objective::decomposition::PBI_PENALTY
• multi_objective::moead::DEFAULT_ARCHIVE_CAPACITY
• multi_objective::moead::DEFAULT_NEIGHBORHOOD_SIZE
• multi_objective::moead::DEFAULT_SUBPROBLEM_TARGET
• multi_objective::moead::MAX_REPLACEMENTS
• multi_objective::moead::NEIGHBORHOOD_SELECTION_PROB
• multi_objective::nsga3::DEFAULT_REFERENCE_TARGET
• multi_objective::operators::MAX_SAMPLED_COMPONENTS
• multi_objective::operators::MIN_SAMPLED_COMPONENTS
• multi_objective::operators::OPTIMIZER_COMPONENT_VOCAB
• multimodal_nas::DEFAULT_MAX_CAPACITY_RATIO
• progressive::BEST_PER_PHASE_CAPACITY
• progressive::TREND_WINDOW
• search_strategies::rl_search::CONTROLLER_INPUT_SIZE
• search_strategies::rl_search::CONTROLLER_OUTPUT_SIZE
• search_strategies::rl_search::HYPERPARAMETER_BINS