Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec (v0.44.0)

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

Represent spec for search trials.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#max_failed_trial_count

def max_failed_trial_count() -> ::Integer
Returns
  • (::Integer) — The number of failed trials that need to be seen before failing the NasJob.

    If set to 0, Vertex AI decides how many trials must fail before the whole job fails.

#max_failed_trial_count=

def max_failed_trial_count=(value) -> ::Integer
Parameter
  • value (::Integer) — The number of failed trials that need to be seen before failing the NasJob.

    If set to 0, Vertex AI decides how many trials must fail before the whole job fails.

Returns
  • (::Integer) — The number of failed trials that need to be seen before failing the NasJob.

    If set to 0, Vertex AI decides how many trials must fail before the whole job fails.

#max_parallel_trial_count

def max_parallel_trial_count() -> ::Integer
Returns
  • (::Integer) — Required. The maximum number of trials to run in parallel.

#max_parallel_trial_count=

def max_parallel_trial_count=(value) -> ::Integer
Parameter
  • value (::Integer) — Required. The maximum number of trials to run in parallel.
Returns
  • (::Integer) — Required. The maximum number of trials to run in parallel.

#max_trial_count

def max_trial_count() -> ::Integer
Returns
  • (::Integer) — Required. The maximum number of Neural Architecture Search (NAS) trials to run.

#max_trial_count=

def max_trial_count=(value) -> ::Integer
Parameter
  • value (::Integer) — Required. The maximum number of Neural Architecture Search (NAS) trials to run.
Returns
  • (::Integer) — Required. The maximum number of Neural Architecture Search (NAS) trials to run.

#search_trial_job_spec

def search_trial_job_spec() -> ::Google::Cloud::AIPlatform::V1::CustomJobSpec
Returns

#search_trial_job_spec=

def search_trial_job_spec=(value) -> ::Google::Cloud::AIPlatform::V1::CustomJobSpec
Parameter
Returns