Struct MaxPool1dConfig 

pub struct MaxPool1dConfig {
    pub kernel_size: usize,
    pub stride: usize,
    pub padding: PaddingConfig1d,
    pub dilation: usize,
    pub ceil_mode: bool,
}

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

Fields

kernel_size: usize

The size of the kernel.

stride: usize

The stride.

padding: PaddingConfig1d

The padding configuration.

Supports symmetric and asymmetric padding. Same padding with even kernel sizes will automatically use asymmetric padding to preserve input dimensions.

dilation: usize

The dilation.

ceil_mode: bool

If true, use ceiling instead of floor for output size calculation.

Implementations

impl MaxPool1dConfig

pub fn new(kernel_size: usize) -> MaxPool1dConfig

Create a new instance of the config.

Arguments

Required Arguments

kernel_size

The size of the kernel.

Default Arguments

stride

The stride.

• Defaults to "kernel_size"

padding

The padding configuration.

Supports symmetric and asymmetric padding. Same padding with even kernel sizes will automatically use asymmetric padding to preserve input dimensions.

• Defaults to "PaddingConfig1d::Valid"

dilation

The dilation.

• Defaults to "1"

ceil_mode

If true, use ceiling instead of floor for output size calculation.

• Defaults to "false"

impl MaxPool1dConfig

pub fn with_stride(self, stride: usize) -> MaxPool1dConfig

Sets the value for the field stride.

The stride.

• Defaults to "kernel_size"

pub fn with_padding(self, padding: PaddingConfig1d) -> MaxPool1dConfig

Sets the value for the field padding.

The padding configuration.

Supports symmetric and asymmetric padding. Same padding with even kernel sizes will automatically use asymmetric padding to preserve input dimensions.

• Defaults to "PaddingConfig1d::Valid"

pub fn with_dilation(self, dilation: usize) -> MaxPool1dConfig

Sets the value for the field dilation.

The dilation.

• Defaults to "1"

pub fn with_ceil_mode(self, ceil_mode: bool) -> MaxPool1dConfig

Sets the value for the field ceil_mode.

If true, use ceiling instead of floor for output size calculation.

• Defaults to "false"

impl MaxPool1dConfig

pub fn init(&self) -> MaxPool1d

Initialize a new max pool 1d module.

Trait Implementations

impl Clone for MaxPool1dConfig

fn clone(&self) -> MaxPool1dConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for MaxPool1dConfig

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 MaxPool1dConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for MaxPool1dConfig

fn deserialize<D>( deserializer: D, ) -> Result<MaxPool1dConfig, <D as Deserializer<'de>>::Error>

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for MaxPool1dConfig

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

Formats the value using the given formatter.

impl Serialize for MaxPool1dConfig

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.