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Training On Gpu Much Slower Than On Cpu - Why And How To Speed It Up?

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I am training a Convolutional Neural Network using Google Colab's CPU and GPU. This is the architecture of the network: Model: 'sequential' ________________________________________

Solution 1:

I think, you did not enable a GPU

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Go to Edit -> Notebook Settings and choose GPU. Then click SAVE

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