Building a Deep Learning PC
I've been thinking about building my own deep learning PC for a while. Then two days in a row I got shut off from using GPUs on Google Cloud and it triggered a spiral into researching how I could do it.
Turns out, I needed a lot of help. Thank you Michael, Nvidia (for the TITAN RTX) and the many kind people all over the internet who put out such incredible guides.
The case came with dents in it so we called it "Denty".
Links:
Nvidia TITAN RTX GPU (what powers this beast) - https://nvda.ws/2X6DiuB
My blog post on the build with a bunch of helpful resources - https://www.mrdbourke.com/notes-…
Watch on YouTube ↗
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Chapters (20)
Intro and preamble
4:30
Hardware build start
6:08
Unboxing Nvidia TITAN RTX
8:30
Motherboard unboxing
11:00
CPU unboxing & install
13:00
CPU fan unboxing & install
19:07
RAM unboxing & install
22:12
SSD hard drive unboxing & install
29:00
Case unboxing (how Denty got its name)
35:00
Power supply unboxing & install
46:00
First power on
47:20
Nvidia TITAN RTX install
52:40
Second power on
53:51
Software installation begins
54:55
Installing Ubuntu
56:16
Installing Miniconda and Nvidia drivers (CUDA & cuDNN)
56:37
Software installation test
59:26
Running first deep learning model on Nvidia TITAN RTX
59:55
How I plan on using the new deep learning PC
1:01:22
Outro timelapse
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