triton-ascend-case-reduction-prod-small

What problem does it solve?

This skill addresses the challenge of performing a product-like reduction along the first axis in Triton when a native prod operation is unavailable. It demonstrates how a custom multiply kernel combined with tl.reduce can emulate prod behavior for small-scale data.

Core Features & Use Cases

• Implement a custom multiply kernel to enable prod-like reduction in Triton.
• Use tl.reduce with a tailored reduction strategy to achieve efficient performance for small shapes.
• Provide autotune configurations to find optimal grid settings on Atlas A2/A3 hardware.

Quick Start

Configure and run a Triton-Ascend small-scale reduce optimization experiment using the custom mul kernel and tl.reduce.