HyperAI Super Neural

Feb 4, 2026 · Artificial Intelligence

Practical Experience: Optimizing Elementwise Operators on HyperAI Cloud Compute Platform

The article walks through a step‑by‑step optimization of a simple elementwise addition kernel (C = A + B) on HyperAI's RTX 5090 cloud instance, covering FP32 baseline, vectorized FP32, several FP16 variants, benchmark methodology, performance results, and the reasoning behind thread‑block sizing.