Struct ConstantPaddingLayerParams 

pub struct ConstantPaddingLayerParams {
    pub value: f32,
    pub pad_amounts: Vec<u64>,
    pub pad_to_given_output_size_mode: bool,
}

Constant padding layer. Pad the input array with a constant value, either along a single given axis or along a set of axes.

Requires 1 or 2 inputs and produces 1 output. The amount of padding can be either set as a parameter (“padAmounts”) or provided as a second input.

Output rank is same as the rank of the first input.

when “padToGivenOutputSizeMode” is False:

output_shape[i] = input_shape[i] + padAmounts[2i] + padAmounts[2i+1], i=0,…,rank-1

Examples:

input shape = (20,10) padAmounts = [0,1,4,0] output shape = (21,14)

input shape = (20,10,5) padAmounts = [0,0,3,4,0,9] output shape = (20,17,14)

when “padToGivenOutputSizeMode” is True

output_shape[i] = max(input_shape[i], max(padAmounts[2i] + padAmounts[2i+1])), i=0,…,rank-1

input shape = (20,10) padAmounts = [0,21,14,0] output shape = (21,14)

input shape = (20,10,5) padAmounts = [0,0,17,0,0,14] output shape = (20,17,14)

Fields

value: f32

The value to be used for padding.

pad_amounts: Vec<u64>

Length of this repeated field must be twice the rank of the first input. 2i-th and (2i+1)-th values represent the amount of padding to be applied to the the i-th input dimension, “before” and “after” the input values, respectively.

pad_to_given_output_size_mode: bool

When this is True, positive values in “padAmounts” are equivalent to the output shape. In that case only one of padAmounts[2i] and padAmounts[2i+1] can be non zero, for i=0,..,rank-1.

Trait Implementations

impl Clone for ConstantPaddingLayerParams

fn clone(&self) -> ConstantPaddingLayerParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConstantPaddingLayerParams

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

Formats the value using the given formatter.

impl Default for ConstantPaddingLayerParams

fn default() -> Self

Returns the “default value” for a type.

impl Message for ConstantPaddingLayerParams

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 ConstantPaddingLayerParams

fn eq(&self, other: &ConstantPaddingLayerParams) -> 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 StructuralPartialEq for ConstantPaddingLayerParams