Tensorflow 2 Installation On Windows10 with CUDA and cudnn

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1. Install anaconda : https://www.anaconda.com/products/individual

   

2. Install visual C++ : https://support.microsoft.com/en-us/topic/the-latest-supported-visual-c-downloads-2647da03-1eea-4433-9aff-95f26a218cc0

   

3. Check the Link https://www.tensorflow.org/install/source_windows for cuda version

   

   GPU

   Version	Python version	Compiler	Build tools	cuDNN	CUDA
   tensorflow_gpu-2.5.0	3.6-3.9	MSVC 2019	Bazel 3.7.2	8.1	11.2

4. Create the new environment in Conda

Commands :

1. conda create -n tf_gpu python==3.8

2. conda activate tf_gpu

3. conda install cudatoolkit=11.2 cudnn=8.1 -c=conda-forge

4. pip install --upgrade tensorflow-gpu

5. Testing GPU is available or Not.

import tensorflow as tf
tf.test.is_gpu_available()

6. Installation of CUDA Toolkit as well - Download CudaToolkit

   

   Thanks for Reading

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