Way of how to set Tensorflow Developement Environment

Set up Tensorflow Developement Environment

 

Cusolver64 Error!!

 

The versions used in this post are certain to be compatible.

 

If Cuda Tool Kit version is not compatible with your python tensorflow command

'pip install tensorflow installs tensorflow version 2.5.0(This is compatible with Cuda toolkit 11.2)' - 22-08-12

 

 

 

To avoid these Error Case : Check your Cuda Version with python tensorflow version or follow up this post

 

https://developer.nvidia.com/cuda-11.2.0-download-archive

CUDA Toolkit 11.2 Downloads

https://www.python.org/downloads/release/python-390/

Python Release Python 3.9.0

https://www.anaconda.com/products/distribution

Anaconda | Anaconda Distribution

 

After install these tools, Start Anaconda (administrator)

 

1. python -m pip install --upgrade pip

 

2. conda create -n tensorflow python=3.9

 

3.activate tensorflow

 

4. pip install tensorflow

 

AND TEST

 

(tensorflow) > pip install tensorflow (22.08.12 this command will install tensorflow 2.5.0 which is compatible with cuda 11.2)

 

(tensorflow) > python

>>> import tensorflow as tf

>>> hello = tf.constant('Hello, TensorFlow!')

>>>sess = tf.Session()

>>> print(sess.run(hello))

Hello, TensorFlow!

 

>>> a = tf.constant(10)

>>> b = tf.constant(22)

>>>print(sess.run(a+b))

32