Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec (v0.51.0)

Version 0.51.0

• 0.58.0 (latest)
• 0.57.0
• 0.56.0
• 0.55.0
• 0.54.0
• 0.53.0
• 0.52.0
• 0.51.0
• 0.50.0
• 0.49.0
• 0.48.0
• 0.47.0
• 0.46.0
• 0.45.0
• 0.44.0
• 0.43.0
• 0.42.0
• 0.41.0
• 0.40.0
• 0.39.0
• 0.38.0
• 0.37.0
• 0.36.0
• 0.35.0
• 0.34.0
• 0.33.0
• 0.32.0
• 0.31.0
• 0.30.0
• 0.29.0
• 0.28.0
• 0.27.0
• 0.26.0
• 0.25.0
• 0.24.0
• 0.23.0
• 0.22.0
• 0.21.0
• 0.20.0
• 0.19.0
• 0.18.0
• 0.17.0
• 0.16.0
• 0.15.0
• 0.14.0
• 0.13.0
• 0.12.0
• 0.11.0
• 0.10.0
• 0.9.1
• 0.8.0
• 0.7.0
• 0.6.0
• 0.5.0
• 0.4.0
• 0.3.0
• 0.2.0
• 0.1.0

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec.

The spec of multi-trial Neural Architecture Search (NAS).

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#metric

def metric() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec) — Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

#metric=

def metric=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec) — Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MetricSpec) — Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

#multi_trial_algorithm

def multi_trial_algorithm() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm) — The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

#multi_trial_algorithm=

def multi_trial_algorithm=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm) — The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::MultiTrialAlgorithm) — The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

#search_trial_spec

def search_trial_spec() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec) — Required. Spec for search trials.

#search_trial_spec=

def search_trial_spec=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec) — Required. Spec for search trials.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec) — Required. Spec for search trials.

#train_trial_spec

def train_trial_spec() -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec) — Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

#train_trial_spec=

def train_trial_spec=(value) -> ::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec

Parameter

• value (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec) — Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

Returns

• (::Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::TrainTrialSpec) — Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.