Graphics Cards¶
Table of Contents
Linux Support¶
Here are various rankings for each major graphics cards vendor on Linux.
Stable drivers:
Intel
NVIDIA
AMD
Linux performance:
AMD
NVIDIA
Intel
Open source and native Linux support:
Intel
AMD
NVIDIA
Hybrid graphics support on laptops:
NVIDIA
AMD
Day 1 Linux support for new hardware:
Intel
NVIDIA
AMD
Recommended VRAM Size¶
Depending on the use case, these are the recommended minimum size of VRAM to have on the graphics card.
Gaming [1][2]:
Game Resolution |
VRAM (GB) |
---|---|
720p |
2 |
1080p |
4 |
1440p |
6 |
4K |
8 |
Video editing [2][3]:
Video Resolution |
VRAM (GB) |
---|---|
1080p |
4 |
4K |
6 |
6K |
8 |
8K |
10 |
Machine learning (ML) [4][5]:
ML Workload |
VRAM (GB) |
---|---|
Minimum |
8 |
Recommended |
24 |
Maximum |
48 |
The amount of VRAM differs based on the type of ML model. Language models use the most amount of VRAM compared to image models which are more CPU-bound rather than GPU-bound. [5]
Integrated GPUs (iGPUs) can use up to half of the available system RAM. [6] Since RAM is slower than VRAM, it is recommended to use the fastest RAM available. [7]
Bibliography¶
“How Much VRAM Do You Need For Gaming?” GPU Mag. November 2, 2021. Accessed September 5, 2022. https://www.gpumag.com/how-much-vram-gaming/
“How much VRAM do you need? Professional and Gaming Workloads explored.” CG Director. May 9, 2022. Accessed September 5, 2022. https://www.cgdirector.com/how-much-vram-do-you-need/
“Hardware Recommendations for Premiere Pro.” Puget Systems. Accessed September 5, 2022. https://www.pugetsystems.com/recommended/Recommended-Systems-for-Adobe-Premiere-Pro-143/Hardware-Recommendations
“Hardware Recommendations for Machine Learning & AI.” Puget Systems. Accessed September 7, 2022. https://www.pugetsystems.com/recommended/Recommended-Systems-for-Machine-Learning-AI-174/Hardware-Recommendations
“Choosing the Best GPU for Deep Learning in 2020.” The Lambda Deep Learning Blog. February 18, 2022. Accessed September 7, 2022. https://lambdalabs.com/blog/choosing-a-gpu-for-deep-learning/
“What is VRAM and how much do I have?” LEVVVEL. March 6, 2023. Accessed May 16, 2023. https://levvvel.com/what-is-vram-and-how-much-do-i-have/
“VRAM vs. RAM: What’s the Difference?” History-Computer. December 7, 2022. Accessed May 16, 2023. https://history-computer.com/vram-vs-ram/