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Cannot use GPU for training.. #20

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lamhk opened this issue May 6, 2019 · 1 comment

lamhk commented May 6, 2019

Hi, i installed tensorflow-gpu and are able to use GPU for training on other reinforcement training projects (GPU has about 80% or above). However, I tried to specify the GPU but still the utilization of the GPU is still around 5-10%. Does anyone have experience? Thanks in advance.

import os
os.environ["CUDA_DEVICE_ORDER"]="PCI_BUS_ID"
os.environ["CUDA_VISIBLE_DEVICES"]="0"
import keras

Regards,
Lam

rui-ren commented Oct 4, 2019

You can use this to update the gpu and Cuda:

pip install tf-nightly-gpu-2.0-preview==2.0.0.dev20191002

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