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TensorAnalyzer

trustformers_debug::utilities::tensor_analysis

Struct TensorAnalyzer

pub struct TensorAnalyzer;

Expand description

Advanced tensor analysis utilities

Implementations§

impl TensorAnalyzer

pub fn analyze_tensors_batch( tensors: &[ArrayD<f32>], ) -> Result<BatchTensorAnalysis>

Batch tensor analysis with statistical insights

pub fn compute_tensor_statistics( tensor: &ArrayD<f32>, ) -> Result<TensorStatistics>

Compute comprehensive statistics for a tensor

pub fn detect_tensor_anomalies(stats: &TensorStatistics) -> Vec<TensorAnomaly>

Detect anomalies in tensor statistics

pub fn compare_tensors( baseline: &ArrayD<f32>, current: &ArrayD<f32>, ) -> Result<TensorComparisonResult>

Compare tensors for drift detection

Auto Trait Implementations§

impl Freeze for TensorAnalyzer

impl RefUnwindSafe for TensorAnalyzer

impl Send for TensorAnalyzer

impl Sync for TensorAnalyzer

impl Unpin for TensorAnalyzer

impl UnwindSafe for TensorAnalyzer

Blanket Implementations§

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