Module gaussian_3d

3DGS trainer.

Re-exports

• pub use crate::dataset::sparse_view;
• pub use crate::dataset::SparseViewDataset;
• pub use crate::error::Error;
• pub use crate::metric;
• pub use crate::metric::Metric;
• pub use crate::optimize::Adam;
• pub use crate::optimize::AdamRecord;
• pub use crate::optimize::LearningRate;
• pub use crate::optimize::LearningRateRecord;
• pub use config::*;
• pub use refine::*;

Modules

• autodiff
  Burn Autodiff
• backend
  Backend module.
• config
  3DGS trainer configuration.
• jit
  Types and traits of JIT backend.
• refine
  3DGS refinement implementation.
• wgpu

Structs

• Gaussian3dRenderOptions
  3DGS rendering options.
• Gaussian3dRenderOutputAutodiff
  3DGS rendering output (autodiff enabled).
• Gaussian3dScene
  3DGS representation.
• Gaussian3dTrainer
  Trainer for 3DGS.
• Gaussian3dTrainerRecord
  Trainer record for 3DGS.
• Gaussian3dTrainerRecordItem
  The record item type for the module.
• JitBackend
  Generic tensor backend that can be compiled just-in-time to any shader runtime
• Tensor
  A tensor with a given backend, shape and data type.
• WgpuRuntime
  Runtime that uses the [wgpu] crate with the wgsl compiler. This is used in the Wgpu backend. For advanced configuration, use [init_sync] to pass in runtime options or to select a specific graphics API.

Enums

• WgpuDevice
  The device struct when using the wgpu backend.

Constants

• SEED
  3DGS default seed.

Traits

• AutodiffBackend
  Trait that allows a backend to support autodiff.
• AutodiffModule
  Module with auto-differentiation backend.
• Backend
  This trait defines all types and functions needed for a backend to be used with burn.
• Config
  Configuration trait.
• Gaussian3dRenderer
  3DGS scene renderer.
• Record
  Trait to define a family of types which can be recorded using any settings.

Type Aliases

• Autodiff
  The backend marker to enable autodiff.
• Wgpu
  The JIT backend using WgpuRuntime.

Derive Macros

• Config
  Derive macro for the config.
• Record
  Derive macro for the record.