scirs2_optim::neural_integration::architecture_aware

Struct ArchitectureAwareOptimizer

pub struct ArchitectureAwareOptimizer<A: Float, D: Dimension> { /* private fields */ }

Expand description

Architecture-aware optimizer

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impl<A: Float + ScalarOperand + Debug, D: Dimension> ArchitectureAwareOptimizer<A, D>

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pub fn new( config: OptimizationConfig<A>, strategy: ArchitectureStrategy, ) -> Self

Create a new architecture-aware optimizer

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pub fn apply_architecture_optimizations(&mut self) -> Result<()>

Apply architecture-specific optimizations

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pub fn step(&mut self) -> Result<()>

Step the optimizer

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pub fn parameter_manager(&self) -> &ParameterManager<A, D>

Get parameter manager

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pub fn parameter_manager_mut(&mut self) -> &mut ParameterManager<A, D>

Get mutable parameter manager

Trait Implementations§

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impl<A: Debug + Float, D: Debug + Dimension> Debug for ArchitectureAwareOptimizer<A, D>

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<A, D> Freeze for ArchitectureAwareOptimizer<A, D>
where A: Freeze,

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impl<A, D> RefUnwindSafe for ArchitectureAwareOptimizer<A, D>
where A: RefUnwindSafe, D: RefUnwindSafe,

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impl<A, D> UnwindSafe for ArchitectureAwareOptimizer<A, D>
where A: UnwindSafe + RefUnwindSafe, D: UnwindSafe,

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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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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impl<T, U> Into for T
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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