Struct tract_tensorflow::prelude::Node[−]

pub struct Node<F, O> where
    F: Fact + Hash,
    O: Hash,  {
    pub id: usize,
    pub name: String,
    pub inputs: Vec<OutletId, Global>,
    pub op: O,
    pub outputs: SmallVec<[Outlet<F>; 4]>,
}
Expand description

A Node in an Model.

Parameterized by a Fact implementation matching the one used in the model.

Fields

id: usize

node id in the model

Caution: this id will not be persistent during networks transformation

name: String

name of the node

This will usually come from the importing framework. tract transformation try to maintain the names accross transformations.

inputs: Vec<OutletId, Global>

A list of incoming tensors, identified by the node outlet that creates them.

op: O

The actual operation the node performs.

outputs: SmallVec<[Outlet<F>; 4]>

List of ouputs, with their descendant and tensor type information.

Implementations

impl<F, NodeOp> Node<F, NodeOp> where
    F: Fact + Hash,
    NodeOp: Debug + Display + AsRef<dyn Op + 'static> + AsMut<dyn Op + 'static> + Hash, 

pub fn op(&self) -> &(dyn Op + 'static)

Access the op of the node

pub fn op_as<O>(&self) -> Option<&O> where
    O: Op, 

Try to downcast the node operation to O.

pub fn op_as_mut<O>(&mut self) -> Option<&mut O> where
    O: Op, 

Try to downcast the node operation to O.

pub fn op_is<O>(&self) -> bool where
    O: Op, 

Check if the node operation is of type O.

pub fn same_as(&self, other: &Node<F, NodeOp>) -> bool

Check that this node produce the same outputs as other.

Trait Implementations

impl<F, O> Clone for Node<F, O> where
    F: Clone + Fact + Hash,
    O: Clone + Hash, 

pub fn clone(&self) -> Node<F, O>

Returns a copy of the value. Read more

fn clone_from(&mut self, source: &Self)1.0.0[src]

Performs copy-assignment from source. Read more

impl<F, O> Debug for Node<F, O> where
    F: Debug + Fact + Hash,
    O: Debug + Hash, 

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

Formats the value using the given formatter. Read more

impl<F, O> Display for Node<F, O> where
    F: Fact + Hash,
    O: Hash + Display, 

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

Formats the value using the given formatter. Read more

impl<F, O> Hash for Node<F, O> where
    F: Fact + Hash,
    O: Hash, 

pub fn hash<H>(&self, state: &mut H) where
    H: Hasher, 

Feeds this value into the given Hasher. Read more

fn hash_slice<H>(data: &[Self], state: &mut H) where
    H: Hasher, 1.3.0[src]

Feeds a slice of this type into the given Hasher. Read more

Auto Trait Implementations

impl<F, O> RefUnwindSafe for Node<F, O> where
    F: RefUnwindSafe,
    O: RefUnwindSafe, 

impl<F, O> Send for Node<F, O> where
    O: Send, 

impl<F, O> Sync for Node<F, O> where
    O: Sync, 

impl<F, O> Unpin for Node<F, O> where
    F: Unpin,
    O: Unpin, 

impl<F, O> UnwindSafe for Node<F, O> where
    F: RefUnwindSafe + UnwindSafe,
    O: UnwindSafe, 

Blanket Implementations

impl<T> Any for T where
    T: 'static + ?Sized, [src]

pub fn type_id(&self) -> TypeId[src]

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T where
    T: ?Sized, [src]

pub fn borrow(&self) -> &T[src]

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T where
    T: ?Sized, [src]

pub fn borrow_mut(&mut self) -> &mut T[src]

Mutably borrows from an owned value. Read more

impl<T> Downcast for T where
    T: Any, 

pub fn into_any(self: Box<T, Global>) -> Box<dyn Any + 'static, Global>ⓘ

Notable traits for Box<R, Global>

impl<R> Read for Box<R, Global> where
    R: Read + ?Sized, impl<W> Write for Box<W, Global> where
    W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
    F: Future + Unpin + ?Sized,
    A: Allocator + 'static,  type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
    I: Iterator + ?Sized,
    A: Allocator,  type Item = <I as Iterator>::Item;

Convert Box<dyn Trait> (where Trait: Downcast) to Box<dyn Any>. Box<dyn Any> can then be further downcast into Box<ConcreteType> where ConcreteType implements Trait. Read more

pub fn into_any_rc(self: Rc<T>) -> Rc<dyn Any + 'static>

Convert Rc<Trait> (where Trait: Downcast) to Rc<Any>. Rc<Any> can then be further downcast into Rc<ConcreteType> where ConcreteType implements Trait. Read more

pub fn as_any(&self) -> &(dyn Any + 'static)

Convert &Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &Any’s vtable from &Trait’s. Read more

pub fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)

Convert &mut Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &mut Any’s vtable from &mut Trait’s. Read more

impl<T> DowncastSync for T where
    T: Any + Send + Sync, 

pub fn into_any_arc(self: Arc<T>) -> Arc<dyn Any + 'static + Sync + Send>

Convert Arc<Trait> (where Trait: Downcast) to Arc<Any>. Arc<Any> can then be further downcast into Arc<ConcreteType> where ConcreteType implements Trait. Read more

impl<T> DynClone for T where
    T: Clone, [src]

pub fn __clone_box(&self, Private) -> *mut ()[src]

impl<T> From<T> for T[src]

pub fn from(t: T) -> T[src]

Performs the conversion.

impl<T, U> Into<U> for T where
    U: From<T>, [src]

pub fn into(self) -> U[src]

Performs the conversion.

impl<T> ToOwned for T where
    T: Clone, [src]

type Owned = T

The resulting type after obtaining ownership.

pub fn to_owned(&self) -> T[src]

Creates owned data from borrowed data, usually by cloning. Read more

pub fn clone_into(&self, target: &mut T)[src]

🔬 This is a nightly-only experimental API. (toowned_clone_into)

recently added

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T> ToString for T where
    T: Display + ?Sized, [src]

pub default fn to_string(&self) -> String[src]

Converts the given value to a String. Read more

impl<T, U> TryFrom<U> for T where
    U: Into<T>, [src]

type Error = Infallible

The type returned in the event of a conversion error.

pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>[src]

Performs the conversion.

impl<T, U> TryInto<U> for T where
    U: TryFrom<T>, [src]

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]

Performs the conversion.