Struct Sequential

pub struct Sequential<Err = Exception> {
    pub layers: Vec<Box<dyn SequentialModuleItem<Error = Err>>>,
}

A sequential layer.

It calls each layer in sequence.

Fields

layers: Vec<Box<dyn SequentialModuleItem<Error = Err>>>

The layers to be called in sequence.

Implementations

impl<Err> Sequential<Err>

pub fn new() -> Self

Creates a new Sequential module.

pub fn append<M>(self, layer: M) -> Self

where M: UnaryModule<Error = Err> + Debug + 'static,

Appends a layer to the sequential module.

Trait Implementations

impl<Err: Debug> Debug for Sequential<Err>

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

Formats the value using the given formatter.

impl<Err> Default for Sequential<Err>

fn default() -> Self

Returns the “default value” for a type.

impl Module<&Array> for Sequential

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, mode: bool)

Set whether the module is in training mode.

impl<Err> ModuleParameters for Sequential<Err>

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.