Struct burn_core::nn::pool::AvgPool2dConfig

pub struct AvgPool2dConfig {
    pub kernel_size: [usize; 2],
    pub strides: [usize; 2],
    pub padding: PaddingConfig2d,
    pub count_include_pad: bool,
}

Configuration to create a 2D avg pooling layer.

Fields

kernel_size: [usize; 2]

The size of the kernel.

strides: [usize; 2]

The strides.

padding: PaddingConfig2d

The padding configuration.

count_include_pad: bool

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

Implementations

impl AvgPool2dConfig

pub fn new(kernel_size: [usize; 2]) -> Self

Create a new instance of the config.

impl AvgPool2dConfig

pub fn with_strides(self, strides: [usize; 2]) -> Self

The strides.

pub fn with_padding(self, padding: PaddingConfig2d) -> Self

The padding configuration.

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

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

impl AvgPool2dConfig

pub fn init(&self) -> AvgPool2d

Initialize a new avg pool 2d module.

Trait Implementations

impl Clone for AvgPool2dConfig

fn clone(&self) -> Self

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for AvgPool2dConfig

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

Saves the configuration to a file.

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

Loads the configuration from a file.

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

Loads the configuration from a binary buffer.

impl Debug for AvgPool2dConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AvgPool2dConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for AvgPool2dConfig

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

Formats the value using the given formatter.

impl Serialize for AvgPool2dConfig

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

where S: Serializer,

Serialize this value into the given Serde serializer.