Class: Google::Cloud::VisionAI::V1::ResourceSpecification

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

Overview

ResourceSpec collects a set of resources that can be used to specify requests and requirements.

Note: Highly experimental as this can be runtime dependent. Can use the "extras" field to experiment first before trying to abstract it.

Instance Attribute Summary collapse

Instance Attribute Details

#cpu ⇒ ::String

Returns CPU specification.

Examples: "100m", "0.5", "1", "2", ... correspond to 0.1, half, 1, or 2 cpus.

Leave empty to let the system decide.

Note that this does not determine the cpu vender/make, or its underlying clock speed and specific SIMD features. It is only the amount time it requires in timeslicing.

Returns:

  • (::String) —

    CPU specification.

    Examples: "100m", "0.5", "1", "2", ... correspond to 0.1, half, 1, or 2 cpus.

    Leave empty to let the system decide.

    Note that this does not determine the cpu vender/make, or its underlying clock speed and specific SIMD features. It is only the amount time it requires in timeslicing.



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# File 'proto_docs/google/cloud/visionai/v1/lva.rb', line 154

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

#cpu_limits ⇒ ::String

Returns CPU limit.

Examples: "100m", "0.5", "1", "2", ... correspond to 0.1, half, 1, or 2 cpus.

Leave empty to indicate no limit.

Returns:

  • (::String) —

    CPU limit.

    Examples: "100m", "0.5", "1", "2", ... correspond to 0.1, half, 1, or 2 cpus.

    Leave empty to indicate no limit.



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# File 'proto_docs/google/cloud/visionai/v1/lva.rb', line 154

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

#gpus ⇒ ::Integer

Returns Number of gpus.

Returns:

  • (::Integer) —

    Number of gpus.



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# File 'proto_docs/google/cloud/visionai/v1/lva.rb', line 154

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

#latency_budget_ms ⇒ ::Integer

Returns The maximum latency that this operator may use to process an element.

If non positive, then a system default will be used. Operator developers should arrange for the system compute resources to be aligned with this latency budget; e.g. if you want a ML model to produce results within 500ms, then you should make sure you request enough cpu/gpu/memory to achieve that.

Returns:

  • (::Integer) —

    The maximum latency that this operator may use to process an element.

    If non positive, then a system default will be used. Operator developers should arrange for the system compute resources to be aligned with this latency budget; e.g. if you want a ML model to produce results within 500ms, then you should make sure you request enough cpu/gpu/memory to achieve that.



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# File 'proto_docs/google/cloud/visionai/v1/lva.rb', line 154

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

#memory ⇒ ::String

Returns Memory specification (in bytes).

Examples: "128974848", "129e6", "129M", "123Mi", ... correspond to 128974848 bytes, 129000000 bytes, 129 mebibytes, 123 megabytes.

Leave empty to let the system decide.

Returns:

  • (::String) —

    Memory specification (in bytes).

    Examples: "128974848", "129e6", "129M", "123Mi", ... correspond to 128974848 bytes, 129000000 bytes, 129 mebibytes, 123 megabytes.

    Leave empty to let the system decide.



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# File 'proto_docs/google/cloud/visionai/v1/lva.rb', line 154

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

#memory_limits ⇒ ::String

Returns Memory usage limits.

Examples: "128974848", "129e6", "129M", "123Mi", ... correspond to 128974848 bytes, 129000000 bytes, 129 mebibytes, 123 megabytes.

Leave empty to indicate no limit.

Returns:

  • (::String) —

    Memory usage limits.

    Examples: "128974848", "129e6", "129M", "123Mi", ... correspond to 128974848 bytes, 129000000 bytes, 129 mebibytes, 123 megabytes.

    Leave empty to indicate no limit.



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155
156
157
 
# File 'proto_docs/google/cloud/visionai/v1/lva.rb', line 154

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