I want to install TensorFlow with support for my GPU. I have a GeForce GTX 4070 GPU. It has a compute capability of 8.9 which is more than enough. I tried to install tensorflow with: pip install tensorflow[and-cuda]
But when I verify the GPU support the list is empty: python3 -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))"
I have installed NVIDIA® GPU drivers, CUDA® Toolkit 11.8 and cuDNN SDK 8.6.0. Please is there someone who knows this issue and can help me?
I'm using Windows 10. Besides my issue is it possible to get GPU support working on Windows 10?
The following error information I get each time:
2024-03-09 21:29:34.106076: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found 2024-03-09 21:29:34.106172: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. 2024-03-09 21:29:34.986368: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found 2024-03-09 21:29:34.986691: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublas64_11.dll'; dlerror: cublas64_11.dll not found 2024-03-09 21:29:34.986909: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublasLt64_11.dll'; dlerror: cublasLt64_11.dll not found 2024-03-09 21:29:34.987114: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cufft64_10.dll'; dlerror: cufft64_10.dll not found 2024-03-09 21:29:34.987306: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'curand64_10.dll'; dlerror: curand64_10.dll not found 2024-03-09 21:29:34.987496: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusolver64_11.dll'; dlerror: cusolver64_11.dll not found 2024-03-09 21:29:34.987682: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusparse64_11.dll'; dlerror: cusparse64_11.dll not found 2024-03-09 21:29:34.987872: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudnn64_8.dll'; dlerror: cudnn64_8.dll not found 2024-03-09 21:29:34.987894: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1934] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform. Skipping registering GPU devices... []