Vision AI V1 API - Class Google::Cloud::VisionAI::V1::ResourceSpecification (v0.2.0)

Reference documentation and code samples for the Vision AI V1 API class Google::Cloud::VisionAI::V1::ResourceSpecification.

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.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#cpu

def cpu() -> ::String
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.

#cpu=

def cpu=(value) -> ::String
Parameter
  • value (::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.

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.

#cpu_limits

def cpu_limits() -> ::String
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.

#cpu_limits=

def cpu_limits=(value) -> ::String
Parameter
  • value (::String) — 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.

#gpus

def gpus() -> ::Integer
Returns
  • (::Integer) — Number of gpus.

#gpus=

def gpus=(value) -> ::Integer
Parameter
  • value (::Integer) — Number of gpus.
Returns
  • (::Integer) — Number of gpus.

#latency_budget_ms

def latency_budget_ms() -> ::Integer
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.

#latency_budget_ms=

def latency_budget_ms=(value) -> ::Integer
Parameter
  • value (::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.

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.

#memory

def memory() -> ::String
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.

#memory=

def memory=(value) -> ::String
Parameter
  • value (::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.

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.

#memory_limits

def memory_limits() -> ::String
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.

#memory_limits=

def memory_limits=(value) -> ::String
Parameter
  • value (::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.

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.