How can I check if my GPU is compatible with TensorFlow?
You can check TensorFlow's official compatibility list on their website, or use the command tf.test.is_gpu_available()
in Python.
What if my GPU is not listed? Can I still use TensorFlow?
If your GPU is not listed, you might still be able to use TensorFlow, but performance may vary. It's best to check for CUDA and cuDNN support.
How do I install CUDA and cuDNN?
You can download CUDA and cuDNN from NVIDIA's website. Make sure to follow the installation instructions specific to your operating system.
Is there a way to test if TensorFlow is using my GPU?
Yes, you can run tf.config.list_physical_devices('GPU')
to see if TensorFlow recognizes your GPU.
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