Class: Google::Cloud::AIPlatform::V1::Scheduling

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

Overview

All parameters related to queuing and scheduling of custom jobs.

Defined Under Namespace

Modules: Strategy

Instance Attribute Summary collapse

Instance Attribute Details

#disable_retries ⇒ ::Boolean

Returns Optional. Indicates if the job should retry for internal errors after the job starts running. If true, overrides Scheduling.restart_job_on_worker_restart to false.

Returns:

  • (::Boolean) —

    Optional. Indicates if the job should retry for internal errors after the job starts running. If true, overrides Scheduling.restart_job_on_worker_restart to false.



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# File 'proto_docs/google/cloud/aiplatform/v1/custom_job.rb', line 354

class Scheduling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Optional. This determines which type of scheduling strategy to use. Right
  # now users have two options such as STANDARD which will use regular on
  # demand resources to schedule the job, the other is SPOT which would
  # leverage spot resources alongwith regular resources to schedule
  # the job.
  module Strategy
    # Strategy will default to STANDARD.
    STRATEGY_UNSPECIFIED = 0

    # Deprecated. Regular on-demand provisioning strategy.
    ON_DEMAND = 1

    # Deprecated. Low cost by making potential use of spot resources.
    LOW_COST = 2

    # Standard provisioning strategy uses regular on-demand resources.
    STANDARD = 3

    # Spot provisioning strategy uses spot resources.
    SPOT = 4

    # Flex Start strategy uses DWS to queue for resources.
    FLEX_START = 6
  end
end

#max_wait_duration ⇒ ::Google::Protobuf::Duration

Returns Optional. This is the maximum duration that a job will wait for the requested resources to be provisioned if the scheduling strategy is set to [Strategy.DWS_FLEX_START]. If set to 0, the job will wait indefinitely. The default is 24 hours.

Returns:

  • (::Google::Protobuf::Duration) —

    Optional. This is the maximum duration that a job will wait for the requested resources to be provisioned if the scheduling strategy is set to [Strategy.DWS_FLEX_START]. If set to 0, the job will wait indefinitely. The default is 24 hours.



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# File 'proto_docs/google/cloud/aiplatform/v1/custom_job.rb', line 354

class Scheduling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Optional. This determines which type of scheduling strategy to use. Right
  # now users have two options such as STANDARD which will use regular on
  # demand resources to schedule the job, the other is SPOT which would
  # leverage spot resources alongwith regular resources to schedule
  # the job.
  module Strategy
    # Strategy will default to STANDARD.
    STRATEGY_UNSPECIFIED = 0

    # Deprecated. Regular on-demand provisioning strategy.
    ON_DEMAND = 1

    # Deprecated. Low cost by making potential use of spot resources.
    LOW_COST = 2

    # Standard provisioning strategy uses regular on-demand resources.
    STANDARD = 3

    # Spot provisioning strategy uses spot resources.
    SPOT = 4

    # Flex Start strategy uses DWS to queue for resources.
    FLEX_START = 6
  end
end

#restart_job_on_worker_restart ⇒ ::Boolean

Returns Restarts the entire CustomJob if a worker gets restarted. This feature can be used by distributed training jobs that are not resilient to workers leaving and joining a job.

Returns:

  • (::Boolean) —

    Restarts the entire CustomJob if a worker gets restarted. This feature can be used by distributed training jobs that are not resilient to workers leaving and joining a job.



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# File 'proto_docs/google/cloud/aiplatform/v1/custom_job.rb', line 354

class Scheduling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Optional. This determines which type of scheduling strategy to use. Right
  # now users have two options such as STANDARD which will use regular on
  # demand resources to schedule the job, the other is SPOT which would
  # leverage spot resources alongwith regular resources to schedule
  # the job.
  module Strategy
    # Strategy will default to STANDARD.
    STRATEGY_UNSPECIFIED = 0

    # Deprecated. Regular on-demand provisioning strategy.
    ON_DEMAND = 1

    # Deprecated. Low cost by making potential use of spot resources.
    LOW_COST = 2

    # Standard provisioning strategy uses regular on-demand resources.
    STANDARD = 3

    # Spot provisioning strategy uses spot resources.
    SPOT = 4

    # Flex Start strategy uses DWS to queue for resources.
    FLEX_START = 6
  end
end

#strategy ⇒ ::Google::Cloud::AIPlatform::V1::Scheduling::Strategy

Returns Optional. This determines which type of scheduling strategy to use.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/custom_job.rb', line 354

class Scheduling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Optional. This determines which type of scheduling strategy to use. Right
  # now users have two options such as STANDARD which will use regular on
  # demand resources to schedule the job, the other is SPOT which would
  # leverage spot resources alongwith regular resources to schedule
  # the job.
  module Strategy
    # Strategy will default to STANDARD.
    STRATEGY_UNSPECIFIED = 0

    # Deprecated. Regular on-demand provisioning strategy.
    ON_DEMAND = 1

    # Deprecated. Low cost by making potential use of spot resources.
    LOW_COST = 2

    # Standard provisioning strategy uses regular on-demand resources.
    STANDARD = 3

    # Spot provisioning strategy uses spot resources.
    SPOT = 4

    # Flex Start strategy uses DWS to queue for resources.
    FLEX_START = 6
  end
end

#timeout ⇒ ::Google::Protobuf::Duration

Returns The maximum job running time. The default is 7 days.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/custom_job.rb', line 354

class Scheduling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Optional. This determines which type of scheduling strategy to use. Right
  # now users have two options such as STANDARD which will use regular on
  # demand resources to schedule the job, the other is SPOT which would
  # leverage spot resources alongwith regular resources to schedule
  # the job.
  module Strategy
    # Strategy will default to STANDARD.
    STRATEGY_UNSPECIFIED = 0

    # Deprecated. Regular on-demand provisioning strategy.
    ON_DEMAND = 1

    # Deprecated. Low cost by making potential use of spot resources.
    LOW_COST = 2

    # Standard provisioning strategy uses regular on-demand resources.
    STANDARD = 3

    # Spot provisioning strategy uses spot resources.
    SPOT = 4

    # Flex Start strategy uses DWS to queue for resources.
    FLEX_START = 6
  end
end