How can i use GPU with KERAS model

[Jaeho han]

Hi, I'm kind of new to study about deep learning.

I'm doing making a denoising filter for acoustic mission signal with LSTM auto-encoder model based on Keras.

I success to train it with 'CPU' well, but it takes too much time. So i'd like to reduce the training time with GPU. I have 'nvidia geforce rtx 2080' now, but have no idea how to use it on keras.

How can i do that ? can anyone give me tips ?

(I already installed driver, cuda, cuDNN, but no have idea how to write the code for GPU)

thank you

 

[Lance Norskog]

You might find tutorials online for your OS and NVidia card.

Colab gives you a free GPU and notebook server, and just a simple menu system makes Keras use it automatically. The Colab service, and other online notebook services, do all of the devops work for you.

There are other online services with free or low-cost monthly subscriptions.

https://colab.research.google.com/

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Lance Norskog
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Redwood City, CA