Sept. 17, 2023, 10:24 p.m. | Antonis Makropoulos

Towards Data Science - Medium towardsdatascience.com

My deep learning build — work in progress :).

This story provides a guide on how to build a multi-GPU system for deep learning and hopefully save you some research time and experimentation.

Target

Build a multi-GPU system for training of computer vision and LLMs models without breaking the bank! 🏦

Step 1. GPUs

Let’s start with the fun (and expensive 💸💸💸) part!

The H100 beast! Image from NVIDIA.

The main considerations when buying a GPU are:

  • memory (VRAM) …

bank breaking build computer computer vision deep learning experimentation gpu guide hardware large language models llms multi-gpu pc-building progress research save story training vision work

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