Can not Detect GPU from Jupyter

Python Help
1

I have Dell alienware x17 with RTX 3080 Ti 16B. I want to use pretrained model for deep learning in python. Hoever I am unable to use GPU in Python. Installed CUDA and CuDNN and tested for GPU but it doesnt detect. see below.
import tensorflow as tf
print(“TensorFlow version:”, tf.version)
print("Num GPUs Available: ", len(tf.config.list_physical_devices(‘GPU’)))
output is below.
TensorFlow version: 2.11.0
Num GPUs Available: 0

However on command prompt I can see it detects using nvcc -version and nvidia-smi. see below.

image
image650×723 142 KB

Please help. I am trying to use pretrained model. for that i need to access GPU from my python code. I tried few youtube videos and set the environment variable but didnt work.

2

I’ve moved this topic to Python Help. The Core Development category is for developing Python itself, not for questions on using Python or Python packages.

3

@mrrmaurya

  • Windows Native - Windows 7 or higher (64-bit) (no GPU support after TF 2.10)

See: www.tensorflow.org/install/pip

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