triton-ascend-elementwise

What problem does it solve?

This guide helps developers accelerate on-device elementwise operations on Ascend hardware by providing a structured approach to write fast, low-latency kernels with Triton.

Core Features & Use Cases

• Standard elementwise kernel pattern using a 1D flattened tensor for contiguous memory access.
• Kernel fusion to combine multiple elementwise steps and reduce memory traffic.
• Broadcasting support, numerical stability practices, and performance tuning tips for real-world models.

Quick Start

Implement a Triton elementwise kernel for Ascend devices following this guide to accelerate per-element computations.