ascendc-operator-performance-optim

What problem does it solve?

Diagnose and optimize Ascend C operator performance to reduce per-op compute time and improve overall throughput across the optimization lifecycle.

Core Features & Use Cases

• End-to-end optimization workflow from problem discovery through design review, baseline profiling, code changes guided by code-generation knowledge, and validation.
• Baseline and precision verification with reports that compare custom kernel performance against benchmarks.
• Use Case: You are optimizing a matrix-multiply operator; the skill guides tiling, memory layout, and vectorization decisions and records results.

Quick Start

Run the optimization workflow on an Ascend C operator project to baseline performance, apply the code-gen guided changes, and validate results with precision and perf reports.