Reference documentation and code samples for the Google Cloud Vision Ai V1 Client class 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.
Generated from protobuf message google.cloud.visionai.v1.ResourceSpecification
Namespace
Google \ Cloud \ VisionAI \ V1Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ cpu
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
string
CPU limit. Examples: "100m", "0.5", "1", "2", ... correspond to 0.1, half, 1, or 2 cpus. Leave empty to indicate no limit.
↳ memory
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
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.
↳ gpus
int
Number of gpus.
↳ latency_budget_ms
int
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.
getCpu
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.
string
setCpu
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.
var
string
$this
getCpuLimits
CPU limit.
Examples: "100m", "0.5", "1", "2", ... correspond to 0.1, half, 1, or 2 cpus. Leave empty to indicate no limit.
string
setCpuLimits
CPU limit.
Examples: "100m", "0.5", "1", "2", ... correspond to 0.1, half, 1, or 2 cpus. Leave empty to indicate no limit.
var
string
$this
getMemory
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.
string
setMemory
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.
var
string
$this
getMemoryLimits
Memory usage limits.
Examples: "128974848", "129e6", "129M", "123Mi", ... correspond to 128974848 bytes, 129000000 bytes, 129 mebibytes, 123 megabytes. Leave empty to indicate no limit.
string
setMemoryLimits
Memory usage limits.
Examples: "128974848", "129e6", "129M", "123Mi", ... correspond to 128974848 bytes, 129000000 bytes, 129 mebibytes, 123 megabytes. Leave empty to indicate no limit.
var
string
$this
getGpus
Number of gpus.
int
setGpus
Number of gpus.
var
int
$this
getLatencyBudgetMs
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.
int
setLatencyBudgetMs
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.
var
int
$this
