Tool Collection

The Tool Collection module in AccelProf executes user-defined analysis tasks after event data has been preprocessed. It provides:

• A library of prebuilt analysis tools (e.g., kernel frequency profiling, tensor-level summaries)

• A clean interface for extending functionality via tool templates

Each tool:

• Consumes preprocessed events

• Implements customizable callbacks to extract specific performance insights

• Can be extended by overriding methods in a subclass of the analysis tool interface

This flexible system enables both standard profiling and advanced, domain-specific workload analysis.