Struct google_api_proto::google::cloud::visionai::v1::ResourceSpecification

pub struct ResourceSpecification {
    pub cpu: String,
    pub cpu_limits: String,
    pub memory: String,
    pub memory_limits: String,
    pub gpus: i32,
    pub latency_budget_ms: i32,
}

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.

Fields

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: i32

Number of gpus.

latency_budget_ms: i32

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.

Trait Implementations

impl Clone for ResourceSpecification

fn clone(&self) -> ResourceSpecification

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ResourceSpecification

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ResourceSpecification

fn default() -> Self

Returns the “default value” for a type.

impl Message for ResourceSpecification

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for ResourceSpecification

fn eq(&self, other: &ResourceSpecification) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ResourceSpecification