Getting Error while training cnn

#1

Getting a error whil training a cnn :

UnknownError: 2 root error(s) found.
(0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node conv2d/Conv2D}}]]
[[loss/mul/_113]]
(1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node conv2d/Conv2D}}]]
0 successful operations.
0 derived errors ignored.

#2

Honestly, in my experience, this error can originate from a lot of sources: Faulty CUDA installation, Faulty cuDDN installation, corrupt tensorflow-gpu installation, Driver mismatch.

Your best bet is making a clean conda environment with tennsorflow-gpu installed:

conda create -n tensor anaconda tensorflow-gpu

where tensor is the name of the environment or using Google Colab (Recommended).

#3

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