Struct VisualizationSuite

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pub struct VisualizationSuite<F>where
    F: Float + Debug + ScalarOperand + 'static + FromPrimitive + Send + Sync + Serialize,{
    pub network: NetworkVisualizer<F>,
    pub training: TrainingVisualizer<F>,
    pub activation: ActivationVisualizer<F>,
    pub attention: AttentionVisualizer<F>,
    /* private fields */
}

Expand description

Combined visualization suite for comprehensive neural network analysis

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§network: NetworkVisualizer<F>

Network architecture visualizer

§training: TrainingVisualizer<F>

Training metrics visualizer

§activation: ActivationVisualizer<F>

Activation visualizer

§attention: AttentionVisualizer<F>

Attention visualizer

Implementations§

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impl<F> VisualizationSuite<F>
where F: Float + Debug + ScalarOperand + 'static + FromPrimitive + Send + Sync + Serialize,

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pub fn new(model: Sequential<F>, config: VisualizationConfig) -> Self

Create a new comprehensive visualization suite

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pub fn update_config(&mut self, config: VisualizationConfig)

Update configuration for all visualizers

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pub fn get_config(&self) -> &VisualizationConfig

Get the current configuration

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pub fn clear_all_caches(&mut self)

Clear all caches across visualizers

Auto Trait Implementations§

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impl<F> !UnwindSafe for VisualizationSuite<F>

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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