Struct OpPerformance

pub struct OpPerformance {
    pub op: Option<OpInfo>,
    pub session_info: Option<SessionInfo>,
    pub node: String,
    pub temporary_memory_size: i64,
    pub compute_cost: i64,
    pub compute_time: i64,
    pub memory_time: i64,
    pub compute_efficiency: f64,
    pub memory_efficiency: f64,
    pub op_memory: Option<OpMemory>,
    pub execution_time: Option<ExecutionTime>,
}

Performance data for tensorflow operations

Fields

op: Option<OpInfo>

The op

session_info: Option<SessionInfo>

👎Deprecated

Information about the session configs.

node: String

The node name (optional). Makes it easier to associate the performance data with a specific graph node.

temporary_memory_size: i64

Temporary memory used by this node (in bytes).

compute_cost: i64

Time it takes to run the op (in nanoseconds).

compute_time: i64

Analytical compute cost (in nanoseconds).

memory_time: i64

Analytical memory access cost (in nanoseconds).

compute_efficiency: f64

Percentage of theoretical compute performance.

memory_efficiency: f64

Percentage of theoretical memory performance.

op_memory: Option<OpMemory>

execution_time: Option<ExecutionTime>

Expected execution time, modeled using one of 2 possible distributions.

Trait Implementations

impl Clone for OpPerformance

fn clone(&self) -> OpPerformance

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for OpPerformance

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

Formats the value using the given formatter.

impl Default for OpPerformance

fn default() -> Self

Returns the “default value” for a type.

impl Message for OpPerformance

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_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 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 OpPerformance

fn eq(&self, other: &OpPerformance) -> 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 OpPerformance