Struct dfdx::nn::Sigmoid

pub struct Sigmoid;

Unit struct that impls Module as calling sigmoid() on input.

Trait Implementations

impl CanUpdateWithGradients for Sigmoid

fn update<G: GradientProvider>(&mut self, _: &mut G, _: &mut UnusedTensors)

Does nothing.

impl Clone for Sigmoid

fn clone(&self) -> Sigmoid

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Sigmoid

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

Formats the value using the given formatter.

impl Default for Sigmoid

fn default() -> Sigmoid

Returns the “default value” for a type.

impl LoadFromNpz for Sigmoid

fn load<P: AsRef<Path>>(&mut self, path: P) -> Result<(), NpzError>

Loads data from a .npz zip archive at the specified path.

fn read<R>(
    &mut self,
    _filename_prefix: &str,
    _r: &mut ZipArchive<R>
) -> Result<(), NpzError>where
    R: Read + Seek,

Reads this object from a ZipArchive. r with a base filename of filename_prefix.

impl<T: Tensor<Dtype = f32>> Module<T> for Sigmoid

type Output = T

The type that this unit produces given Input.

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

Forward Input through the module and produce Module::Output.

impl<T> ModuleMut<T> for Sigmoidwhere
    Self: Module<T>,

type Output = <Sigmoid as Module<T>>::Output

The type that this unit produces given Input.

fn forward_mut(&mut self, input: T) -> Self::Output

Forward Input through the module and produce ModuleMut::Output.

impl ResetParams for Sigmoid

fn reset_params<R: Rng>(&mut self, _: &mut R)

Does nothing.

impl SaveToNpz for Sigmoid

fn save<P: AsRef<Path>>(&self, path: P) -> ZipResult<()>

Save this object into the .npz file determined located at path.

fn write<W>(&self, _filename_prefix: &str, _w: &mut ZipWriter<W>) -> ZipResult<()>where
    W: Write + Seek,

Write this object into ZipWriter w with a base filename of filename_prefix.

impl Copy for Sigmoid