Module workload_characterization 

Workload Characterization System (PMAT-035)

Automatic workload classification based on runtime metrics.

Features

• Feature extraction from workload metrics
• Workload classification (GEMM, Bandwidth, Attention, etc.)
• Similarity computation between workloads
• Backend recommendation based on classification

Falsification Criteria (F1271-F1280)

See tests/workload_characterization_f1271.rs for falsification tests.

Structs

ClassificationResult

Classification result

WorkloadCharacterizer

Workload characterization system

WorkloadFeatures

Workload feature vector

Enums

RecommendedBackend

Recommended compute backend

WorkloadCategory

Known workload categories