Struct Relu

pub struct Relu;

Implementations§

impl Relu

pub fn fwd(&self, x: &Tensor) -> Tensor

Trait Implementations§

impl Clone for Relu

fn clone(&self) -> Relu

Returns a copy of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl Debug for Relu

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

Formats the value using the given formatter. Read more

impl Module for Relu

type Input = Tensor

type Output = Tensor

fn forward(&self, input: &Self::Input) -> Self::Output

fn gather_params(&self, params: &mut HashMap<usize, Tensor>)

fn update_params(&self, params: &mut HashMap<usize, Tensor>)

fn gather_named_params( &self, prefix: &str, params: &mut HashMap<String, Tensor>, )

fn update_named_params( &self, prefix: &str, params: &mut HashMap<String, Tensor>, )

fn params(&self) -> HashMap<usize, Tensor>

fn named_params(&self, prefix: &str) -> HashMap<String, Tensor>

fn to_safetensors<P>(&self, filename: P)
where P: AsRef<Path>, Self: Sized,

fn update_by_safetensors<P>(&self, filenames: &[P], device: impl AsDevice)
where P: AsRef<Path>,

impl ValueSpec for Relu

type Kind = Module

type Tensors = ()

type Gradient = ()

impl Copy for Relu

impl NonTrainableModule for Relu

Auto Trait Implementations§

impl Freeze for Relu

impl RefUnwindSafe for Relu

impl Send for Relu

impl Sync for Relu

impl Unpin for Relu

impl UnwindSafe for Relu

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T, M> ApplyModule<M> for T
where M: Module<Input = T>,

fn apply(&self, module: M) -> <M as Module>::Output

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dst: *mut u8)

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

Performs copy-assignment from self to dst. Read more

impl<T> DynClone for T
where T: Clone,

fn __clone_box(&self, _: Private) -> *mut ()

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> GenericValue<Module, (), ()> for T
where T: NonTrainableModule<Tensors = (), Gradient = ()>,

fn gv_tensors(&self)

fn gv_grad(_: &(), _: &HashMap<usize, Tensor>)

fn gv_grad_map(_: &(), _: (), _: &mut HashMap<usize, Tensor>)

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

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

fn clone_into(&self, target: &mut T)

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

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

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

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> Value for T
where T: ValueSpec + GenericValue<<T as ValueSpec>::Kind, <T as ValueSpec>::Tensors, <T as ValueSpec>::Gradient>,

fn tensors(&self) -> <T as ValueSpec>::Tensors

fn grad( tensors: &<T as ValueSpec>::Tensors, grad_map: &HashMap<usize, Tensor>, ) -> <T as ValueSpec>::Gradient

fn grad_map( tensors: &<T as ValueSpec>::Tensors, grad: <T as ValueSpec>::Gradient, out: &mut HashMap<usize, Tensor>, )

fn to_tensor_vec(&self) -> Vec<Tensor>

impl<T> WithParams for T
where T: Module,

fn gather_by_id(&self, params: &mut HashMap<usize, Tensor>)

fn update_by_id(&self, params: &mut HashMap<usize, Tensor>)

fn gather_by_name( &self, params: &mut HashMap<String, Tensor>, prefix: &str, name: &str, )

fn update_by_name( &self, params: &mut HashMap<String, Tensor>, prefix: &str, name: &str, )

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more

impl<T> ErasedDestructor for T
where T: 'static,