Trait Gaussian3dRenderer

pub trait Gaussian3dRenderer<B: Backend>:
    'static
    + Send
    + Sized
    + Debug {
    // Required methods
    fn render_forward(
        input: RenderInput<B>,
        view: &View,
        options: &Gaussian3dRenderOptions,
    ) -> Result<RenderOutput<B>, Error>;
    fn render_backward(
        state: RenderInput<B>,
        colors_rgb_2d_grad: B::FloatTensorPrimitive,
    ) -> RenderOutput<B>;
}

3DGS scene renderer.

Required Methods

fn render_forward( input: RenderInput<B>, view: &View, options: &Gaussian3dRenderOptions, ) -> Result<RenderOutput<B>, Error>

Render the 3DGS scene (forward).

fn render_backward( state: RenderInput<B>, colors_rgb_2d_grad: B::FloatTensorPrimitive, ) -> RenderOutput<B>

Render the 3DGS scene (backward).

It computes the gradients from the output in forward pass.

Object Safety

This trait is not object safe.

Implementors

impl<R: JitRuntime, F: FloatElement, I: IntElement, B: BoolElement> Gaussian3dRenderer<JitBackend<R, F, I, B>> for Gaussian3dScene<JitBackend<R, F, I, B>>

impl<R: JitRuntime, F: FloatElement, I: IntElement, B: BoolElement> Gaussian3dRenderer<JitBackend<R, F, I, B>> for Gaussian3dScene<Autodiff<JitBackend<R, F, I, B>>>