---
title: "Tightly integrating GPUs and QPUs for Quantum Error Correction and Optimal Control – Part 1"
date: "2024-11-07T09:17:29+00:00"
url: "https://www.quantum-machines.co/resources/videos/tightly-integrating-gpus-and-qpus-for-quantum-error-correction-and-optimal-control-part-1/"
description: "This tutorial includes the real time compute requirements of QEC and preliminary latency benchmarks of DGX Quantum"
---

# Tightly integrating GPUs and QPUs for Quantum Error Correction and Optimal Control – Part 1

 Video November 2024

# Quantum Computing with High-Dimensional Nuclear Spins in Silicon

In this tutorial you’ll learn the following:

- Introduction to NVIDIA’s Grace Hopper Superchip
- Introduction to [OPX1000](https://www.quantum-machines.co/products/opx1000/) and [DGX Quantum](https://www.quantum-machines.co/solutions/open-acceleration-stack/)
- The real time compute requirements of QEC
- Preliminary latency benchmarks of DGX Quantum

If you’ve finished watching part 1, [click here for part 2.](https://www.quantum-machines.co/resources/videos/tightly-integrating-gpus-and-qpus-for-quantum-error-correction-and-optimal-control-part-2/)

[Watch the video](https://video.computer.org/qce24-zoom/qce-5-room-518abc-20240917-190103.mp4.html)