Struct Conv3dLayer 

pub struct Conv3dLayer { /* private fields */ }

3D convolution layer (BDHWC layout).

Wraps the conv3d kernel for volumetric data (video, medical imaging). Kernel shape: [KD, KH, KW, C_in, C_out].

Implementations

impl Conv3dLayer

pub fn new( in_channels: usize, out_channels: usize, kernel_d: usize, kernel_h: usize, kernel_w: usize, stride: (usize, usize, usize), padding: (usize, usize, usize), weight: Tensor, bias: Option<Tensor>, ) -> Result<Self, ModelError>

pub fn zero_init( in_channels: usize, out_channels: usize, kernel_d: usize, kernel_h: usize, kernel_w: usize, stride: (usize, usize, usize), padding: (usize, usize, usize), use_bias: bool, ) -> Result<Self, ModelError>

pub fn register_params(&mut self, graph: &mut Graph)

pub fn sync_from_graph(&mut self, graph: &Graph) -> Result<(), ModelError>

pub fn in_channels(&self) -> usize

pub fn out_channels(&self) -> usize

pub fn weight(&self) -> &Tensor

pub fn bias(&self) -> Option<&Tensor>

pub fn weight_node(&self) -> Option<NodeId>

pub fn bias_node(&self) -> Option<NodeId>

pub fn forward( &self, graph: &mut Graph, input: NodeId, ) -> Result<NodeId, ModelError>

pub fn forward_inference(&self, input: &Tensor) -> Result<Tensor, ModelError>

Trait Implementations

impl Clone for Conv3dLayer

fn clone(&self) -> Conv3dLayer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Conv3dLayer

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

Formats the value using the given formatter.

impl PartialEq for Conv3dLayer

fn eq(&self, other: &Conv3dLayer) -> 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 Conv3dLayer