Struct tract_onnx::pb::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

pub fn clone(&self) -> NodeProto

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for NodeProto

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

Formats the value using the given formatter.

impl Default for NodeProto

pub fn default() -> NodeProto

Returns the "default value" for a type.

impl Message for NodeProto

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
    B: Buf,
    Self: Default, 

Decodes an instance of the message from a buffer.

pub 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.

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<NodeProto> for NodeProto

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

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

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

This method tests for !=.

impl StructuralPartialEq for NodeProto