Struct Bilinear

pub struct Bilinear {
    pub weights: Param<Array>,
    pub bias: Param<Option<Array>>,
}

Applies a bilinear transformation to the inputs.

Fields

weights: Param<Array>

The weight of the bilinear layer.

bias: Param<Option<Array>>

The bias of the bilinear layer.

Implementations

impl Bilinear

pub fn new( input_dims_1: impl Into<i32>, input_dims_2: impl Into<i32>, output_dims: impl Into<i32>, ) -> Result<Self, <<Self as Buildable>::Builder as Builder<Self>>::Error>

Creates a new instance of Bilinear.

impl Bilinear

pub const DEFAULT_BIAS: bool = true

Default value for with_bias

Trait Implementations

impl Buildable for Bilinear

type Builder = BilinearBuilder

The builder type for this buildable type

impl Builder<Bilinear> for BilinearBuilder

type Error = Exception

Error with building

fn build(self) -> Result<Bilinear, Self::Error>

Build the type

impl Clone for Bilinear

fn clone(&self) -> Bilinear

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Bilinear

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

Formats the value using the given formatter.

impl Module<&Array> for Bilinear

type Error = Exception

Error type for the module.

type Output = Array

Output type of the module.

fn forward(&mut self, x: &Array) -> Result<Array, Self::Error>

Forward pass of the module.

fn training_mode(&mut self, _: bool)

Set whether the module is in training mode.

impl ModuleParameters for Bilinear

fn freeze_parameters(&mut self, recursive: bool)

Freeze all parameters in the module.

fn unfreeze_parameters(&mut self, recursive: bool)

Unfreeze all parameters in the module.

fn parameters(&self) -> ModuleParamRef<'_>

Get references to the module parameters.

fn parameters_mut(&mut self) -> ModuleParamMut<'_>

Get mutable references to the module parameters.

fn trainable_parameters(&self) -> ModuleParamRef<'_>

Get references to the trainable parameters. A parameter is trainable if it is NOT frozen.

fn all_frozen(&self) -> Option<bool>

Check if all parameters in the module are frozen. Returns None if there are no parameters.

fn any_frozen(&self) -> Option<bool>

Check if any parameter in the module is frozen. Returns None if there are no parameters.

fn update(&mut self, parameters: ModuleParam)

Update the module parameters.

fn update_flattened(&mut self, flattened_parameters: FlattenedModuleParam)

Update the module parameters from a flattened representation.