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Install tensorflow GPU 2.1.0


install python3.7.8, pip21: https://www.python.org/downloads/release/python-378/

 install tensorflow: pip install tensorflow-gpu==2.1.0

download cudnn: https://developer.nvidia.com/rdp/cudnn-archive


    
cudnn 7.6.5 for cuda 10.01

Copy and extract: C:\tools\cuda

install cuda 10.1: https://developer.nvidia.com/cuda-10.1-download-archive-update2

set enviroment:

   SET PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\extras\CUPTI\lib64;%PATH%

SET PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\include;%PATH%

SET PATH=C:\tools\cuda\bin;%PATH%

Python Test Tensorflow:

 from tensorflow.python.client import device_lib

def get_available_gpus():

    local_device_protos = device_lib.list_local_devices()

    return [x.name for x in local_device_protos if x.device_type == 'GPU']

print(get_available_gpus())







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