Struct AvgPool1dConfig

pub struct AvgPool1dConfig {
    pub kernel_size: usize,
    pub stride: usize,
    pub padding: PaddingConfig1d,
    pub count_include_pad: bool,
}

Configuration to create a 1D avg pooling layer using the init function.

Fields

kernel_size: usize

The size of the kernel.

stride: usize

The stride.

padding: PaddingConfig1d

The padding configuration.

Warning

Only symmetric padding is currently supported. As such, using Same padding with an even kernel size is not supported as it will not produce the same output size.

count_include_pad: bool

If the padding is counted in the denominator when computing the average.

Implementations

impl AvgPool1dConfig

pub fn new(kernel_size: usize) -> AvgPool1dConfig

Create a new instance of the config.

impl AvgPool1dConfig

pub fn with_stride(self, stride: usize) -> AvgPool1dConfig

The stride.

pub fn with_padding(self, padding: PaddingConfig1d) -> AvgPool1dConfig

The padding configuration.

pub fn with_count_include_pad(self, count_include_pad: bool) -> AvgPool1dConfig

If the padding is counted in the denominator when computing the average.

impl AvgPool1dConfig

pub fn init(&self) -> AvgPool1d

Initialize a new avg pool 1d module.

Trait Implementations

impl Clone for AvgPool1dConfig

fn clone(&self) -> AvgPool1dConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for AvgPool1dConfig

fn save<P>(&self, file: P) -> Result<(), Error>

where P: AsRef<Path>,

Saves the configuration to a file.

fn load<P>(file: P) -> Result<Self, ConfigError>

where P: AsRef<Path>,

Loads the configuration from a file.

fn load_binary(data: &[u8]) -> Result<Self, ConfigError>

Loads the configuration from a binary buffer.

impl Debug for AvgPool1dConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AvgPool1dConfig

fn deserialize<D>( deserializer: D, ) -> Result<AvgPool1dConfig, <D as Deserializer<'de>>::Error>

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for AvgPool1dConfig

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

Formats the value using the given formatter.

impl Serialize for AvgPool1dConfig

fn serialize<S>( &self, serializer: S, ) -> Result<<S as Serializer>::Ok, <S as Serializer>::Error>

where S: Serializer,

Serialize this value into the given Serde serializer.