Struct NodeProto 

pub struct NodeProto {
    pub input: Vec<String>,
    pub output: Vec<String>,
    pub name: String,
    pub op_type: String,
    pub domain: String,
    pub attribute: Vec<AttributeProto>,
    pub doc_string: String,
}

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 ths 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

attribute: Vec<AttributeProto>

Additional named attributes.

doc_string: String

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

Implementations

impl NodeProto

pub fn bail<T>(&self, msg: &str) -> TractResult<T>

pub fn bail_attr<T>(&self, attr: &str, msg: &str) -> TractResult<T>

pub fn expect<R: Reason>(&self, cond: bool, what: R) -> TractResult<()>

pub fn expect_attr<R: Reason>( &self, attr: &str, cond: bool, what: R, ) -> TractResult<()>

pub fn expect_ok_or_else<T, R: Reason>( &self, result: Option<T>, what: R, ) -> TractResult<T>

pub fn get_attr_opt<'a, T>(&'a self, name: &str) -> TractResult<Option<T>>

where T: AttrScalarType<'a>,

pub fn get_attr<'a, T>(&'a self, name: &str) -> TractResult<T>

where T: AttrScalarType<'a>,

pub fn check_value<T, V: Debug>( &self, attr: &str, value: Result<T, V>, ) -> TractResult<T>

pub fn get_attr_opt_slice<'a, T>( &'a self, name: &str, ) -> TractResult<Option<&'a [T]>>

where T: AttrSliceType<'a>,

pub fn get_attr_slice<'a, T>(&'a self, name: &str) -> TractResult<&'a [T]>

where T: AttrSliceType<'a>,

pub fn get_attr_opt_tvec<'a, T>( &'a self, name: &str, ) -> TractResult<Option<TVec<T>>>

where T: AttrTVecType<'a>,

pub fn get_attr_tvec<'a, T>(&'a self, name: &str) -> TractResult<TVec<T>>

where T: AttrTVecType<'a>,

pub fn get_attr_opt_vec<'a, T>( &'a self, name: &str, ) -> TractResult<Option<Vec<T>>>

where T: AttrTVecType<'a>,

pub fn get_attr_vec<'a, T>(&'a self, name: &str) -> TractResult<Vec<T>>

where T: AttrTVecType<'a>,

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

Formats the value using the given formatter.

impl Default for NodeProto

fn default() -> Self

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<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 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