Can I run my jupyter notebook that contains seaborn code on GPU?

问题

I have CUDA compatible GPU (Nvidia GeForce 1060) in my system. While analyzing a bigger dataset, I often have to use pair plot function of the seaborn library, it consumes a lot of time. Is there a way I can run my entire notebook on GPU. I mean, apart from seaborn, I want to run all of my code on GPU, is it possible?

I have watched a couple of videos on youtube that advises using numba python compiler and jit annotations, I want to know whether there is a generic setting that can be applied to to the anaconda framework so that, whatever I run on anaconda should utilize GPU.

I am aware that tensorflow and keras can be run on GPU.

回答1:

Is there a way I can run my entire notebook on GPU. I mean, apart from seaborn, I want to run all of my code on GPU, is it possible?

In a word, no there is not. There is no way to run generic Python code or libraries on the GPU.

I am aware that tensorflow and keras can be run on GPU.

Neither tensorflow nor keras can be "run on" a GPU. They can accelerate parts of their computations with GPUs, but that process doesn't involve running a single line of Python on the GPU.

来源：https://stackoverflow.com/questions/56171211/can-i-run-my-jupyter-notebook-that-contains-seaborn-code-on-gpu