How to run tensorflow using GPU?

Question

Tensorflow version - 1.0.1 GPU version - 1.0.1 python - 3.6 Graphics(Ubuntu 18.04) - Intel® Sandybridge Desktop We are trying to run a python code using Tensorflow. But it was very slow. So, we would like to run the code on GPU. Can anyone suggest how to use GPU for running python code?

Answer 1

您可以卸载张量流并安装 GPU 兼容版本

pip install tensorflow-gpu

Answer 2

config = tf.compat.v1.ConfigProto(gpu_options = tf.compat.v1.GPUOptions(per_process_gpu_memory_fraction=0.8))
config.gpu_options.allow_growth = True
session = tf.compat.v1.Session(config=config)
tf.compat.v1.keras.backend.set_session(session)

Place this code before your python code and also make sure you have all the cuDNN dlls installed.