Struct MixtureOfExperts

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pub struct MixtureOfExperts { /* private fields */ }

Expand description

Mixture of Experts layer

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impl MixtureOfExperts

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pub fn new( config: MoEConfig, d_model: usize, d_ff: usize, ) -> Result<Self, String>

Create new MoE layer

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pub fn forward(&mut self, input: &Tensor) -> Result<Tensor, String>

Forward pass through MoE

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pub fn get_aux_loss(&self) -> f32

Get auxiliary loss

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pub fn get_expert_usage(&self) -> &[usize]

Get expert usage statistics

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pub fn reset_usage_stats(&mut self)

Reset expert usage statistics

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pub fn load_balance_factor(&self) -> f32

Get load balance factor (1.0 = perfect balance)

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pub fn get_stats(&self) -> MoEStats

Get statistics

Auto Trait Implementations§

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impl !UnwindSafe for MixtureOfExperts

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

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Gets the TypeId of self. Read more

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where T: ?Sized,

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut 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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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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