Struct DDPM

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pub struct DDPM { /* private fields */ }

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DDPM (Denoising Diffusion Probabilistic Model)

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impl DDPM

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pub fn new(config: DiffusionConfig) -> Self

Create new DDPM

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pub fn forward( &self, x0: &Tensor, timestep: usize, ) -> Result<(Tensor, Tensor), String>

Training forward pass

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pub fn sample(&self, batch_size: usize) -> Result<Tensor, String>

Sample (generate) images

Auto Trait Implementations§

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impl !UnwindSafe for DDPM

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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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impl<T> BorrowMut<T> for T
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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