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AutoDebugger

trustformers_debug::model_diagnostics::auto_debug

Struct AutoDebugger 

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pub struct AutoDebugger { /* private fields */ }
Expand description

Auto-debugging system for intelligent model analysis.

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impl AutoDebugger

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pub fn new() -> Self

Create a new auto-debugger.

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pub fn with_config(config: AutoDebugConfig) -> Self

Create auto-debugger with custom configuration.

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pub fn record_performance_metrics(&mut self, metrics: ModelPerformanceMetrics)

Record performance metrics for analysis.

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pub fn record_layer_stats(&mut self, stats: LayerActivationStats)

Record layer statistics for analysis.

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pub fn record_training_dynamics(&mut self, dynamics: TrainingDynamics)

Record training dynamics for analysis.

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pub fn perform_analysis(&mut self) -> Result<DebuggingReport>

Perform comprehensive auto-debugging analysis.

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impl Debug for AutoDebugger

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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 Default for AutoDebugger

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fn default() -> Self

Returns the “default value” for a type. Read more

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

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where T: ?Sized,

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fn borrow(&self) -> &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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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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Calls U::from(self).

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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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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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

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