Tensorflow could not detect my RTX 3050 notebook GPU

Question

Tensorflow could not detect available GPU.

I am working on image classification using below module and notebook (local) spec;

• Python 3.11.X
• Tensorflow 2.12.X
• CUDA 11.8
• cuDNN 8.6
• CPU: Ryzen 5
• GPU: RTX 3050 notebook

However Tensorflow could not see my available GPU, see below information;

No GPU Available Screenshot

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

# output
Num GPUs Available:  0

I also already added environmental variables;

Path Variable Screenshot

Anyone have solution on this?

Answer 1

According to your path variable screenshot, it seems like you got Windows OS on your laptop.
Tensorflow, however, does not support their GPU-based library for Windows after Tensorflow 2.10.
Refer to the website for further details: https://www.tensorflow.org/install/source_windows#gpu