Struct tensorflow_proto::tensorflow::profiler::op_profile::Metrics

pub struct Metrics {
    pub time: f64,
    pub flops: f64,
    pub memory_bandwidth: f64,
    pub raw_time: f64,
    pub raw_flops: f64,
    pub raw_bytes_accessed: f64,
}

Measurements of an operation (or aggregated set of operations). Metrics are always "total" rather than "self".

Fields

time: f64

Core-time taken by this operation, as a fraction of all operations.

flops: f64

Floating point computations performed by this operation, as a fraction of peak core FLOPS * program time. This representation has useful properties:

• it is proportional to the number of floating point operations performed
• utilization is flops/time
• wasted potential flops is proportional to time - flops
• it does not reveal the peak core FLOPS of the hardware

memory_bandwidth: f64

The memory bandwidth used to load operands, as a fraction of thereotical memory bandwidth on the specific hardware.

raw_time: f64

Elapsed core-time in picoseconds.

raw_flops: f64

Total floating-point operations performed.

raw_bytes_accessed: f64

Total bytes accessed (include read/write).

Trait Implementations

impl Clone for Metrics

pub fn clone(&self) -> Metrics

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Metrics

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

Formats the value using the given formatter.

impl Default for Metrics

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for Metrics

pub fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

pub fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

pub fn encoded_len(&self) -> usize

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

pub fn clear(&mut self)

Clears the message, resetting all fields to their default.

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

Encodes the message to a buffer.

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

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

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

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

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

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

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

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

impl PartialEq<Metrics> for Metrics

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

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

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

This method tests for !=.

impl StructuralPartialEq for Metrics