Struct ModelStatistics

pub struct ModelStatistics {
    pub name: String,
    pub version: String,
    pub last_inference: u64,
    pub inference_count: u64,
    pub execution_count: u64,
    pub inference_stats: Option<InferStatistics>,
    pub batch_stats: Vec<InferBatchStatistics>,
}

@@ @@.. cpp:var:: message ModelStatistics @@ @@ Statistics for a specific model and version. @@

Fields

name: String

@@ .. cpp:var:: string name @@ @@ The name of the model. If not given returns statistics for all @@

version: String

@@ .. cpp:var:: string version @@ @@ The version of the model. @@

last_inference: u64

@@ .. cpp:var:: uint64 last_inference @@ @@ The timestamp of the last inference request made for this model, @@ as milliseconds since the epoch. @@

inference_count: u64

@@ .. cpp:var:: uint64 last_inference @@ @@ The cumulative count of successful inference requests made for this @@ model. Each inference in a batched request is counted as an @@ individual inference. For example, if a client sends a single @@ inference request with batch size 64, “inference_count” will be @@ incremented by 64. Similarly, if a clients sends 64 individual @@ requests each with batch size 1, “inference_count” will be @@ incremented by 64. The “inference_count” value DOES NOT include @@ cache hits. @@

execution_count: u64

@@ .. cpp:var:: uint64 last_inference @@ @@ The cumulative count of the number of successful inference executions @@ performed for the model. When dynamic batching is enabled, a single @@ model execution can perform inferencing for more than one inference @@ request. For example, if a clients sends 64 individual requests each @@ with batch size 1 and the dynamic batcher batches them into a single @@ large batch for model execution then “execution_count” will be @@ incremented by 1. If, on the other hand, the dynamic batcher is not @@ enabled for that each of the 64 individual requests is executed @@ independently, then “execution_count” will be incremented by 64. @@ The “execution_count” value DOES NOT include cache hits. @@

inference_stats: Option<InferStatistics>

@@ .. cpp:var:: InferStatistics inference_stats @@ @@ The aggregate statistics for the model/version. @@

batch_stats: Vec<InferBatchStatistics>

@@ .. cpp:var:: InferBatchStatistics batch_stats (repeated) @@ @@ The aggregate statistics for each different batch size that is @@ executed in the model. The batch statistics indicate how many actual @@ model executions were performed and show differences due to different @@ batch size (for example, larger batches typically take longer to @@ compute). @@

Trait Implementations

impl Clone for ModelStatistics

fn clone(&self) -> ModelStatistics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelStatistics

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

Formats the value using the given formatter.

impl Default for ModelStatistics

fn default() -> Self

Returns the “default value” for a type.

impl Message for ModelStatistics

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<B>(&self, buf: &mut B) -> Result<(), EncodeError>

where B: BufMut, 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<B>(&self, buf: &mut B) -> Result<(), EncodeError>

where B: BufMut, 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<B>(buf: B) -> Result<Self, DecodeError>

where B: Buf, Self: Default,

Decodes an instance of the message from a buffer.

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

where B: Buf, Self: Default,

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

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

where B: Buf, Self: Sized,

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

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

where B: Buf, Self: Sized,

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

impl PartialEq for ModelStatistics

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

Tests for self and other values to be equal, and is used by ==.

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

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

impl StructuralPartialEq for ModelStatistics