tensorflow.python.framework.errors_impl.InvalidArgumentError: Default AvgPoolingOp only supports NHWC on device type CPU [[{{node 0.3562700616991372/AvgPool}}]]

[mumuyanyan]

tensorflow.python.framework.errors_impl.InvalidArgumentError: Default AvgPoolingOp only supports NHWC on device type CPU
[[{{node 0.3562700616991372/AvgPool}}]]

[gstark0]

You need a proper GPU

[vaibhavch]

@mumuyanyan you don't need a GPU. Alternative solution is to compile Tensorflow with intel-mkl support.

conda install -c anaconda tensorflow-mkl

few code changes required to run with tf 2.0

[murphye]

@vaibhavch Great tip. I was able to get this working without GPU with https://pypi.org/project/intel-tensorflow/#history 1.13.2 with no code changes.

[ibtehajali67]

I solved this error by using pip install tensorflow-gpu=1.13.1.
Run that command
!pip uninstall -y tensorflow
!pip install tensorflow-gpu==1.13.1

[deflorator1980]

In my case it helped to use
pip install intel-tensorflow
Instead or regular tensorflow

[fank996]

tensorflow.python.framework.errors_impl.InvalidArgumentError: Default AvgPoolingOp only supports NHWC on device type CPU [[{{node 0.3562700616991372/AvgPool}}]]

you can use conda install tensorflow-gpu ，not pip install。