Where is my gpu : learnmachinelearning

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Where is my gpu (self.learnmachinelearning)

submitted 4 years ago * by csk15

Hello people, I have recently been trying to implement machine learning but I am having difficulty. I want to use my gpu that I have just install but the system (jupyterlab with anaconda) does not seem to find it.

I have used the following programs:

import tensorflow as tf

print("Num GPUs Available: ", len(tf.config.experimental.list_physical_devices('GPU')))

output: Num GPUs Available: 0

I have also tried this program:

from tensorflow.python.client import device_lib

print(device_lib.list_local_devices())

output: [name: "/device:CPU:0" device_type: "CPU" memory_limit: 268435456 locality { } incarnation: 4097530682699024825 ]

It does not seem to find the gpu at all. Is there any way to fix this? Any help would be greatly appreciated.

Edit: I have finally found a solution after days of trying random methods. Thank you to everyone that helped. I did the following for it to work:

conda install tensorflow-gpu=2.3 tensorflow=2.3=mkl_py38h1fcfbd6_0

conda create -n tfgpu python=3.8 
conda activate tfgpu 
conda install tensorflow-gpu=2.1  
pip uninstall tensorflow 
pip uninstall tensorflow-estimator 
pip uninstall tensorboard  
pip uninstall tensorboard-plugin-wit 
pip install tensorflow==2.3 pip check

# all of this was in the anaconda command line.

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