Struct NodeProto 

pub struct NodeProto {
    pub input: Vec<String>,
    pub output: Vec<String>,
    pub name: String,
    pub op_type: String,
    pub domain: String,
    pub overload: String,
    pub attribute: Vec<AttributeProto>,
    pub doc_string: String,
    pub metadata_props: Vec<StringStringEntryProto>,
    pub device_configurations: Vec<NodeDeviceConfigurationProto>,
}

Nodes

Computation graphs are made up of a DAG of nodes, which represent what is commonly called a “layer” or “pipeline stage” in machine learning frameworks.

For example, it can be a node of type “Conv” that takes in an image, a filter tensor and a bias tensor, and produces the convolved output.

Fields

input: Vec<String>

namespace Value

output: Vec<String>

namespace Value

name: String

An optional identifier for this node in a graph. This field MAY be absent in this version of the IR.

namespace Node

op_type: String

The symbolic identifier of the Operator to execute.

namespace Operator

domain: String

The domain of the OperatorSet that specifies the operator named by op_type.

namespace Domain

overload: String

Overload identifier, used only to map this to a model-local function.

attribute: Vec<AttributeProto>

Additional named attributes.

doc_string: String

A human-readable documentation for this node. Markdown is allowed.

metadata_props: Vec<StringStringEntryProto>

Named metadata values; keys should be distinct.

device_configurations: Vec<NodeDeviceConfigurationProto>

Configuration of multi-device annotations.

Trait Implementations

impl Clone for NodeProto

fn clone(&self) -> NodeProto

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NodeProto

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

Formats the value using the given formatter.

impl Default for NodeProto

fn default() -> NodeProto

Returns the “default value” for a type.

impl Message for NodeProto

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 NodeProto

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