rlevo_evolution::neuroevolution::phenotype

Struct InterpretedPhenotype

pub struct InterpretedPhenotype<B: Backend> { /* private fields */ }

Expand description

Host-side feedforward reference phenotype.

Stores only host-side evaluation metadata (topological order, per-node incoming edges, biases, activations) — no Burn tensors — so it is trivially Send + Sync and cheap to construct. The forward device is taken from the input tensor.

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impl<B: Backend> InterpretedPhenotype

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pub fn new(genome: &TopologyGenome) -> Self

Compile a genome into an evaluation plan.

Nodes are ordered topologically over all structural edges; because every genome maintains the feedforward DAG invariant, this order is valid for the enabled subgraph the forward pass actually follows.

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impl<B: Clone + Backend> Clone for InterpretedPhenotype

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fn clone(&self) -> InterpretedPhenotype

Returns a duplicate 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 InterpretedPhenotype

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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> Phenotype for InterpretedPhenotype

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fn forward(&self, input: Tensor<B, 2>) -> Tensor<B, 2>

Run a forward pass, mapping [batch, num_inputs] to [batch, num_outputs]. The compute device is taken from input.

Auto Trait Implementations§

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impl UnwindSafe for InterpretedPhenotype

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.

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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<C> CloneExpand for C
where C: Clone,

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fn __expand_clone_method(&self, _scope: &mut Scope) -> C

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> Downcast<T> for T

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fn downcast(&self) -> &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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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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> IntoComptime for T

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fn comptime(self) -> Self

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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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