Is My PC Build Good for Machine Learning and Music Production?

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Asked By TechieTunes92 On

I'm working on a new PC setup aimed at machine learning, coding, general workspace tasks, and using Ableton. I want to make sure my part list works well together, especially focusing on finding the smallest case possible without sacrificing thermal performance too much (ideally under 5%). Here's what I'm considering so far for my build:

**Case Options:** AP201, NCASE N2, Cerberus X, or Lian Li A3

**Specs:**
- **CPU:** AMD Ryzen 9950X
- **GPU:** Nvidia 3090
- **RAM:** Corsair Vengeance EXPO/XMP DDR5 6000MHz (CL36)
- **Motherboard:** ASUS TUF Gaming B850M-PLUS WIFI
- **SSD:** Crucial T500 2TB NVMe Gen4 with Heatsink
- **Power Supply:** ASUS TUF 1000W Gold ATX3.0
- **CPU Cooling:** Arctic Liquid Freezer II 360 AIO
- **Fans:** Arctic P14/P12 wherever necessary
- **Extras:** Anti-sag GPU bracket

I'd love your thoughts on whether this setup will work well and if my case choices are sound!

2 Answers

Answered By GamerGuy123 On

Interesting choice going with a two-gen-old GPU like the 3090. Is there a reason behind that?

TechieTunes92 -

Definitely! The 3090 still packs a punch for ML with its 24GB of VRAM. Plus, the next-gen cards jumped from 16GB on the 5080 to 32GB on the 5090, so the 3090 can actually be a better option for some tasks.

Answered By CoolCaseBuilder On

I'm building in the Lian Li A3 soon. It’s compact and fits more than you’d expect. Just make sure to include a few case fans for airflow. Definitely helps to have more intake than exhaust for positive pressure. But yes, smaller cases will naturally run a bit hotter than mid or full towers, but it should still be manageable!

TechieTunes92 -

Right, but the reviews for the Lian Li A3 seem mixed compared to the AP201. I'm leaning towards the AP201 myself mainly because it seems to have a better reputation.

FanaticBuilder -

You think the temperatures would be much worse in super compact cases like the NCASE N2?

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