Struct SoftmaxLayerParams 

pub struct SoftmaxLayerParams {}

Softmax Normalization Layer

A layer that performs softmax normalization. Normalization is applied along axis = -3 or N-3 (where N is the rank of the input) For softmax layer that can operate on any axis, see SoftmaxNDLayer.

.. code::

  y = SoftmaxLayer(x)

Requires 1 input and produces 1 output.

Input Must be a blob with rank >= 3. Output A blob with the same shape as the input.

This layer is described by the following formula:

.. math:: x_i \leftarrow \dfrac{e^{x_i}}{\sum_i{e^{x_i}}}

Trait Implementations

impl Clone for SoftmaxLayerParams

fn clone(&self) -> SoftmaxLayerParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SoftmaxLayerParams

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

Formats the value using the given formatter.

impl Default for SoftmaxLayerParams

fn default() -> Self

Returns the “default value” for a type.

impl Hash for SoftmaxLayerParams

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 SoftmaxLayerParams

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 SoftmaxLayerParams

fn eq(&self, other: &SoftmaxLayerParams) -> 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 SoftmaxLayerParams

impl Eq for SoftmaxLayerParams

impl StructuralPartialEq for SoftmaxLayerParams