Struct SlidingWindowsLayerParams 

pub struct SlidingWindowsLayerParams {
    pub axis: i64,
    pub window_size: u64,
    pub step: u64,
}

A layer that returns a tensor containing all windows of size windowSize separated by step along the dimension axis.

.. code::

  y = SlidingWindows(x)

Requires 1 input and produces 1 output.

Input An N-Dimensional tensor.

Output An (N+1)-Dimensional tensor.

This operation behaves as following: - if axis = 0 & input is rank 1 (L,). Output shape will be (M, W). - if axis = 1 & input is rank 3 (B1, L, C1). Output shape will be (B1, M, W, C1) - if axis = 2 & input is rank 5 (B1, B2, L, C1, C2) –> (B1 * B2, L, C1 * C2) –> (B1 * B2, M, W, C1 * C2). Output shape will be (B1, B2, M, W, C1, C2) - etc. where - L, C, B refer to input length, feature dimension length & batch size respectively - W is the window size. - M is the number of windows/slices calculated as M = (L - W) / step + 1

Fields

axis: i64

window_size: u64

step: u64

Trait Implementations

impl Clone for SlidingWindowsLayerParams

fn clone(&self) -> SlidingWindowsLayerParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SlidingWindowsLayerParams

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

Formats the value using the given formatter.

impl Default for SlidingWindowsLayerParams

fn default() -> Self

Returns the “default value” for a type.

impl Hash for SlidingWindowsLayerParams

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl Message for SlidingWindowsLayerParams

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for SlidingWindowsLayerParams

fn eq(&self, other: &SlidingWindowsLayerParams) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Copy for SlidingWindowsLayerParams

impl Eq for SlidingWindowsLayerParams

impl StructuralPartialEq for SlidingWindowsLayerParams