Struct PoolLayer

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pub struct PoolLayer {
    pub pool_type: PoolType,
    pub w_rows: usize,
    pub w_cols: usize,
    pub stride: usize,
    /* private fields */
}

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§pool_type: PoolType§w_rows: usize§w_cols: usize§stride: usize

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impl PoolLayer

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pub fn new( pool_type: PoolType, w_rows: usize, w_cols: usize, stride: usize, ) -> PoolLayer

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pub fn feedforward(&mut self, input: &Vec<Matrix<f64>>) -> Vec<Matrix<f64>>

Returns the output of the layer given input list of matrices

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pub fn backprop(&self, d_output: &Vec<Matrix<f64>>) -> Vec<Matrix<f64>>

Return input gradients

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pub fn update_params(&self, _step_size: f64)

Trait Implementations§

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impl Clone for PoolLayer

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fn clone(&self) -> PoolLayer

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

Auto Trait Implementations§

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impl UnwindSafe for PoolLayer

Blanket Implementations§

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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> CloneToUninit for T
where T: Clone,

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

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

Performs copy-assignment from self to dest. 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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