GradientVerifier

ipfrs_tensorlogic::gradient

Struct GradientVerifier

pub struct GradientVerifier;

Expand description

Gradient verification utilities

Implementations§

impl GradientVerifier

pub fn verify_shape( gradient: &[f32], expected_shape: &[usize], ) -> Result<(), GradientError>

Verify gradient shape matches expected shape

pub fn detect_outliers( gradient: &[f32], std_threshold: f32, ) -> Result<(), GradientError>

Detect outliers in gradient (values beyond threshold standard deviations)

pub fn verify_finite(gradient: &[f32]) -> Result<(), GradientError>

Verify gradient is not NaN or Inf

pub fn l2_norm(gradient: &[f32]) -> f32

Compute L2 norm of gradient

pub fn clip_by_norm(gradient: &mut [f32], max_norm: f32)

Clip gradient by norm

Auto Trait Implementations§

impl Freeze for GradientVerifier

impl RefUnwindSafe for GradientVerifier

impl Send for GradientVerifier

impl Sync for GradientVerifier

impl Unpin for GradientVerifier

impl UnwindSafe for GradientVerifier

Blanket Implementations§

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