catlass-operator-performance-optim

What problem does it solve?

This guide helps optimize Catlass operator performance by following the official optimization guidelines, collecting profiler baselines, updating tiling settings, recompiling, and generating performance comparison reports.

Core Features & Use Cases

• Read the Catlass optimization guide to identify tunable parameters (TileShape, DispatchPolicy, Swizzle), collect baseline profiler data, adjust tiling, rebuild, and generate side-by-side performance reports.
• Enforce disciplined iterative changes, record configurations, and deliver final PRE/POST reports for validation.
• Use cases include end-to-end performance tuning for NPUs and CO-based systems where iterative profiling and reporting drive decision-making.

Quick Start

Follow the official Catlass optimization guide to start profiling a target operator and iteratively adjust tiling parameters to converge on the best performance.