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Interpolate2dConfig

burn::nn::modules::interpolate

Struct Interpolate2dConfig

pub struct Interpolate2dConfig {
    pub output_size: Option<[usize; 2]>,
    pub scale_factor: Option<[f32; 2]>,
    pub mode: InterpolateMode,
    pub align_corners: bool,
}

Expand description

Configuration for the 2D interpolation module.

This struct defines the configuration options for the 2D interpolation operation. It allows specifying the output size, scale factor, and interpolation mode.

Fields§

§output_size: Option<[usize; 2]>

Output size of the interpolated tensor. Exactly one of output_size or scale_factor must be set.

§scale_factor: Option<[f32; 2]>

Scale factor for resizing the input tensor. The output size is floor(input_size * scale_factor). Exactly one of output_size or scale_factor must be set.

§mode: InterpolateMode

Interpolation mode to use for resizing. Determines how the output values are calculated.

§align_corners: bool

If true, the input and output tensors are aligned by their corner pixels. If false, half-pixel coordinate mapping is used instead.

Implementations§

impl Interpolate2dConfig

pub fn new() -> Interpolate2dConfig

Create a new instance of the config.

§Arguments

§Default Arguments

§`output_size`

Output size of the interpolated tensor. Exactly one of output_size or scale_factor must be set.

Defaults to "None"

§`scale_factor`

Scale factor for resizing the input tensor. The output size is floor(input_size * scale_factor). Exactly one of output_size or scale_factor must be set.

Defaults to "None"

§`mode`

Interpolation mode to use for resizing. Determines how the output values are calculated.

Defaults to "InterpolateMode::Nearest"

§`align_corners`

If true, the input and output tensors are aligned by their corner pixels. If false, half-pixel coordinate mapping is used instead.

Defaults to true

impl Interpolate2dConfig

pub fn with_output_size( self, output_size: Option<[usize; 2]>, ) -> Interpolate2dConfig

Sets the value for the field output_size.

Output size of the interpolated tensor. Exactly one of output_size or scale_factor must be set.

Defaults to "None"

pub fn with_scale_factor( self, scale_factor: Option<[f32; 2]>, ) -> Interpolate2dConfig

Sets the value for the field scale_factor.

Scale factor for resizing the input tensor. The output size is floor(input_size * scale_factor). Exactly one of output_size or scale_factor must be set.

Defaults to "None"

pub fn with_mode(self, mode: InterpolateMode) -> Interpolate2dConfig

Sets the value for the field mode.

Interpolation mode to use for resizing. Determines how the output values are calculated.

Defaults to "InterpolateMode::Nearest"

pub fn with_align_corners(self, align_corners: bool) -> Interpolate2dConfig

Sets the value for the field align_corners.

If true, the input and output tensors are aligned by their corner pixels. If false, half-pixel coordinate mapping is used instead.

Defaults to true

impl Interpolate2dConfig

pub fn init(self) -> Interpolate2d

Initialize the interpolation module

Trait Implementations§

impl Clone for Interpolate2dConfig

fn clone(&self) -> Interpolate2dConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

impl Config for Interpolate2dConfig

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

Saves the configuration to a file. Read more

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

Loads the configuration from a file. Read more

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

Loads the configuration from a binary buffer. Read more

impl Debug for Interpolate2dConfig

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for Interpolate2dConfig

fn deserialize<D>( deserializer: D, ) -> Result<Interpolate2dConfig, <D as Deserializer<'de>>::Error>
where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Display for Interpolate2dConfig

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

Formats the value using the given formatter. Read more

impl Serialize for Interpolate2dConfig

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. Read more

Auto Trait Implementations§

impl Freeze for Interpolate2dConfig

impl RefUnwindSafe for Interpolate2dConfig

impl Send for Interpolate2dConfig

impl Sync for Interpolate2dConfig

impl Unpin for Interpolate2dConfig

impl UnsafeUnpin for Interpolate2dConfig

impl UnwindSafe for Interpolate2dConfig

Blanket Implementations§

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