Struct ConvolutionProto

pub struct ConvolutionProto {

    pub kind: i32,
    pub input: Option<TensorDescriptorProto>,
    pub filter: Option<TensorDescriptorProto>,
    pub output: Option<TensorDescriptorProto>,
    pub conv_desc: Option<ConvolutionDescriptorProto>,
    pub conv_scale: f64,
    pub side_value_scale: f64,
    pub activation: i32,
    pub input_address: i64,
    pub filter_address: i64,
    pub output_address: i64,
    pub bias_address: i64,
    pub side_input_address: i64,
}

A convolution. Currently it’s only used for logging. In the future, we may want to use it in the API as well.

Fields

kind: i32

input: Option<TensorDescriptorProto>

filter: Option<TensorDescriptorProto>

output: Option<TensorDescriptorProto>

conv_desc: Option<ConvolutionDescriptorProto>

conv_scale: f64

result = conv_scale * conv(…) + side_value_scale * side_value. side_value is an arbitrary buffer if activation is not none. Otherwise, it has to be the result buffer (using its old values).

side_value_scale: f64

activation: i32

input_address: i64

filter_address: i64

output_address: i64

bias_address: i64

side_input_address: i64

Implementations

impl ConvolutionProto

pub fn kind(&self) -> ConvolutionKind

Returns the enum value of kind, or the default if the field is set to an invalid enum value.

pub fn set_kind(&mut self, value: ConvolutionKind)

Sets kind to the provided enum value.

pub fn activation(&self) -> ActivationMode

Returns the enum value of activation, or the default if the field is set to an invalid enum value.

pub fn set_activation(&mut self, value: ActivationMode)

Sets activation to the provided enum value.

Trait Implementations

impl Clone for ConvolutionProto

fn clone(&self) -> ConvolutionProto

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConvolutionProto

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

Formats the value using the given formatter.

impl Default for ConvolutionProto

fn default() -> Self

Returns the “default value” for a type.

impl Message for ConvolutionProto

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<B>(&self, buf: &mut B) -> Result<(), EncodeError>

where B: BufMut, Self: Sized,

Encodes the message to a buffer.

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

where B: BufMut, Self: Sized,

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

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

where B: Buf, Self: Default,

Decodes an instance of the message from a buffer.

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

where B: Buf, Self: Default,

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

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

where B: Buf, Self: Sized,

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

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

where B: Buf, Self: Sized,

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

impl PartialEq for ConvolutionProto

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