Struct tensorflow_proto::xla::WindowDimension

pub struct WindowDimension {
    pub size: i64,
    pub stride: i64,
    pub padding_low: i64,
    pub padding_high: i64,
    pub window_dilation: i64,
    pub base_dilation: i64,
    pub window_reversal: bool,
}

Fields

size: i64

The size of the window in this dimension. For a rectangle, this would be the width or height.

stride: i64

The stride at which the window moves across the base area in this dimension. In other words, this is the spacing between different positions of the window in this dimension.

padding_low: i64

If positive, means the amount of padding to add to the base area at the low end of this dimension; if negative, its negative means the number of elements removed from the low end of this dimension. For example, in the horizontal dimension of a rectangle, this would be the number of padding values to pad on the left, given that indices increase when going right. The actual padding value depends upon the context. Convolution pads with zeros. ReduceWindow and SelectAndScatter pads with the reduce function's init value.

padding_high: i64

As padding_low, but on the high end of this dimension. For example, in the horizontal dimension of a rectangle, this would be the number of values to pad on the right, given that indices increase when going right.

window_dilation: i64

Dilation factor of the sliding window in this dimension. A dilation factor of 1 means no dilation. window_dilation - 1 no-op entries ("holes") are implicitly placed between each kernel element. This value may not be less than 1. See documentation for convolution.

base_dilation: i64

Dilation factor of the base area in this dimension. A dilation factor of 1 means no dilation. base_dilation - 1 no-op entries ("holes") are implicitly placed between each base area element. This value may not be less than 1. See documentation for convolution.

window_reversal: bool

Window reversal means that this dimension was logically reversed before the operation.

Trait Implementations

impl Clone for WindowDimension

pub fn clone(&self) -> WindowDimension

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for WindowDimension

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

Formats the value using the given formatter.

impl Default for WindowDimension

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for WindowDimension

pub fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

pub fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

pub fn encoded_len(&self) -> usize

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

pub fn clear(&mut self)

Clears the message, resetting all fields to their default.

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

Encodes the message to a buffer.

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

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

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

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

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

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

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

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

impl PartialEq<WindowDimension> for WindowDimension

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

This method tests for self and other values to be equal, and is used by ==.

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

This method tests for !=.

impl StructuralPartialEq for WindowDimension