Struct Sequential

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pub struct Sequential { /* private fields */ }

Expand description

Sequential model that chains layers together.

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impl Sequential

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pub fn new(name: &str, layers: Vec<Box<dyn Layer>>) -> Self

Create a new sequential model.

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pub fn add_layer(&mut self, layer: Box<dyn Layer>)

Add a layer to the model.

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pub fn forward( &self, inputs: &dyn ArrayProtocol, ) -> Result<Box<dyn ArrayProtocol>, OperationError>

Forward pass through the model.

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pub fn parameters(&self) -> Vec<Box<dyn ArrayProtocol>>

Get all parameters in the model.

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pub fn train(&mut self)

Set the model to training mode.

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pub fn eval(&mut self)

Set the model to evaluation mode.

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pub fn name(&self) -> &str

Get the model’s name.

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pub fn layers(&self) -> &[Box<dyn Layer>]

Get the layers in the model.

Auto Trait Implementations§

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impl !UnwindSafe for Sequential

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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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

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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

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