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GradientFlowSummary

trustformers_debug::visualization::gradient_animation

Struct GradientFlowSummary 

Source 
pub struct GradientFlowSummary {
    pub total_steps: u64,
    pub layers_with_vanishing_grads: Vec<String>,
    pub layers_with_exploding_grads: Vec<String>,
    pub overall_health: GradientHealth,
    pub recommendations: Vec<String>,
}
Expand description

Summary report produced by GradientFlowAnimator::summary_report().

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§total_steps: u64

Number of steps recorded.

§layers_with_vanishing_grads: Vec<String>

Layers that exhibited vanishing gradients in at least one frame.

§layers_with_exploding_grads: Vec<String>

Layers that exhibited exploding gradients in at least one frame.

§overall_health: GradientHealth

Overall health classification for the run.

§recommendations: Vec<String>

Actionable recommendations derived from the observed gradient behaviour.

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impl Clone for GradientFlowSummary

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fn clone(&self) -> GradientFlowSummary

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for GradientFlowSummary

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

Formats the value using the given formatter. Read more

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