Unlock AI Superpowers with NVIDIA CUDA: Boost Performance in Python!

Boost your AI performance by using NVIDIA CUDA on Windows. Step by step tutorial on how to use CUDA with Python / pytorch and performance comparison with Coqui TTS.

#performance #nvidia #python #ai #machinelearning #tts

Please subscribe to my channel 😊.

Thanks dear @MightyReiti for your inspiration and support on my new recording setup ❤️.

00:00 Intro
01:55 What is CUDA?
02:45 Which graphic cards are supported by CUDA?
04:23 How much faster is CUDA over CPU in machine learning?
05:50 Install CUDA on Windows
09:12 Installing Pytorch in Python (without CUDA support)
14:40 Installing Pytorch in Python (WITH CUDA support)
18:00 Performance comparison with Coqui TTS CPU vs. CUDA / GPU

My computer:
* Windows 10, Intel Core i5 3550, 3.3GHz, 16GB Memory, NVIDIA GeForce 1050 Ti

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[mahmoedghazy]

first time to see the channel and the video. was talking about this app with a friend of mine who told me about it yesterday while we were in lunch break. Now i'm interested LOL . thanks for the guide

[VulcanOnWheels]

0:47 Yes please!
7:12 You said to let you know, so I'm letting you know. Your last pronunciation was correct.

[motebike]

Hello Thorsten-Voice, I updated Blackmagic Davinci Resolve to the latest version. The problem now is that it does not accept Cuda as the main GPU processing mode, so I have to change it to OpenCl. Do you think that installing NVIDIA Cuda Toolkit will help boost the power?

[YusufKucukkeles]

Hi how to make a coqui tts streaming ?

[fontenbleau]

It's wrong path, one guy writes n-network in low-level Assembly language and it's 500 times faster than on Pytorch without GPU even. There's only one video about it on Youtube, eveyone can find (neural network assembly).