pub struct AdaptationEngine<T: Float + Debug + Send + Sync + 'static> { /* private fields */ }Expand description
Adaptation engine for meta-learning
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Source§impl<T: Float + Debug + Send + Sync + 'static + Default + Clone> AdaptationEngine<T>
impl<T: Float + Debug + Send + Sync + 'static + Default + Clone> AdaptationEngine<T>
pub fn new(config: &MetaLearningConfig) -> Result<Self>
Sourcepub fn adapt(
&mut self,
task: &MetaTask<T>,
meta_parameters: &HashMap<String, Array1<T>>,
meta_learner: &mut dyn MetaLearner<T>,
inner_steps: usize,
) -> Result<TaskAdaptationResult<T>>
pub fn adapt( &mut self, task: &MetaTask<T>, meta_parameters: &HashMap<String, Array1<T>>, meta_learner: &mut dyn MetaLearner<T>, inner_steps: usize, ) -> Result<TaskAdaptationResult<T>>
Adapt to a task by delegating to the meta-learner’s own inner loop.
inner_steps of zero falls back to the configured inner_steps.
Sourcepub fn strategies(&self) -> &[AdaptationStrategy]
pub fn strategies(&self) -> &[AdaptationStrategy]
The adaptation strategies this engine was configured with.
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impl<T> Freeze for AdaptationEngine<T>where
PhantomData<T>: Freeze,
impl<T> RefUnwindSafe for AdaptationEngine<T>where
PhantomData<T>: RefUnwindSafe,
impl<T> Send for AdaptationEngine<T>where
PhantomData<T>: Send,
impl<T> Sync for AdaptationEngine<T>where
PhantomData<T>: Sync,
impl<T> Unpin for AdaptationEngine<T>where
PhantomData<T>: Unpin,
impl<T> UnsafeUnpin for AdaptationEngine<T>where
PhantomData<T>: UnsafeUnpin,
impl<T> UnwindSafe for AdaptationEngine<T>where
PhantomData<T>: UnwindSafe,
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