Getting Azure Exception

[javidaslan]

Hi

I am trying to deploy MNIST handwritten digit classification using TensorFlow for getting started. I already set up my environment ad tested basic tempsensor module which is very very basic.

Now when I just run command:

$ az ml service create realtime -m my_ConvNet_MNIST_model.meta -d my_ConvNet_MNIST_model.data-00001-of-00000 -d my_ConvNet_MNIST_model.index -d checkpoint -f webservice_driver.py -n [your service name] -r python -c conda_dependencies.yml

with proper service name getting following error:

{'Error': AzureException(ProtocolError('Connection aborted.', timeout('The write operation timed out',)),), 'Azure-cli-ml Version': '0.1.0a27.post3'}

I think it is because data is big and it just times out. But I am new to this world and don't know how to fix it :(