gausplat_trainer::train::gaussian_3d

Struct Gaussian3dTrainerRecord

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pub struct Gaussian3dTrainerRecord<B: Backend> {
Show 13 fields
    pub iteration: u64,
    pub learning_rate_colors_sh: LearningRateRecord,
    pub learning_rate_opacities: LearningRateRecord,
    pub learning_rate_positions: LearningRateRecord,
    pub learning_rate_rotations: LearningRateRecord,
    pub learning_rate_scalings: LearningRateRecord,
    pub optimizer_colors_sh: AdamRecord<B, 2>,
    pub optimizer_opacities: AdamRecord<B, 2>,
    pub optimizer_positions: AdamRecord<B, 2>,
    pub optimizer_rotations: AdamRecord<B, 2>,
    pub optimizer_scalings: AdamRecord<B, 2>,
    pub options_renderer: Gaussian3dRenderOptions,
    pub refiner: RefinerRecord<B>,

}
Expand description

Trainer record for 3DGS.

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§iteration: u64

Iteration.

§learning_rate_colors_sh: LearningRateRecord

Learning rate for colors SH.

§learning_rate_opacities: LearningRateRecord

Learning rate for opacities.

§learning_rate_positions: LearningRateRecord

Learning rate for positions.

§learning_rate_rotations: LearningRateRecord

Learning rate for rotations.

§learning_rate_scalings: LearningRateRecord

Learning rate for scalings.

§optimizer_colors_sh: AdamRecord<B, 2>

Optimizer for colors SH.

§optimizer_opacities: AdamRecord<B, 2>

Optimizer for opacities.

§optimizer_positions: AdamRecord<B, 2>

Optimizer for positions.

§optimizer_rotations: AdamRecord<B, 2>

Optimizer for rotations.

§optimizer_scalings: AdamRecord<B, 2>

Optimizer for scalings.

§options_renderer: Gaussian3dRenderOptions

Renderer options.

§refiner: RefinerRecord<B>

Refiner.

Trait Implementations§

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impl<B: Clone + Backend> Clone for Gaussian3dTrainerRecord<B>

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fn clone(&self) -> Gaussian3dTrainerRecord<B>

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<B: Debug + Backend> Debug for Gaussian3dTrainerRecord<B>

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

Formats the value using the given formatter. Read more
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impl<B: Backend> Record<B> for Gaussian3dTrainerRecord<B>

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type Item<S: PrecisionSettings> = Gaussian3dTrainerRecordItem<B, S>

Type of the item that can be serialized and deserialized.
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fn into_item<S: PrecisionSettings>(self) -> Self::Item<S>

Convert the current record into the corresponding item that follows the given settings.
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fn from_item<S: PrecisionSettings>( item: Self::Item<S>, device: &B::Device, ) -> Self

Convert the given item into a record.

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impl<T> Any for T
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unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. Read more
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const ALIGN: usize = _

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