Class: Google::Cloud::AIPlatform::V1::NasJobSpec::MultiTrialAlgorithmSpec::SearchTrialSpec

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/nas_job.rb

Overview

Represent spec for search trials.

Instance Attribute Summary collapse

Instance Attribute Details

#max_failed_trial_count ⇒ ::Integer

Returns 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.



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# File 'proto_docs/google/cloud/aiplatform/v1/nas_job.rb', line 203

class SearchTrialSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#max_parallel_trial_count ⇒ ::Integer

Returns Required. The maximum number of trials to run in parallel.

Returns:

  • (::Integer) —

    Required. The maximum number of trials to run in parallel.



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# File 'proto_docs/google/cloud/aiplatform/v1/nas_job.rb', line 203

class SearchTrialSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#max_trial_count ⇒ ::Integer

Returns 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.



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# File 'proto_docs/google/cloud/aiplatform/v1/nas_job.rb', line 203

class SearchTrialSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#search_trial_job_spec ⇒ ::Google::Cloud::AIPlatform::V1::CustomJobSpec

Returns Required. The spec of a search trial job. The same spec applies to all search trials.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/nas_job.rb', line 203

class SearchTrialSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end