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VertexAI AutoML regression model for tabular data, environment outside of the container.

Hello. 
Recently I downloaded the regression model for tabular data to my machine. 

I know how to run the container image and the model inside of it, but I want to avoid it due to latency (http communication and Windows-Linux overhead). 

I replicated the libraries stated in 'environment.json' file that comes with model files. 
Tensorflow, struct2tensor, tensorflow-addons. 
Then with a python script I triggered the prediction to the 001/saved_model.pb. 

No matter what I do, I end up with 'KeyError:'DecodeProtoSparseV4''. 

Can anyone help me to fix it? It's obviously some discrepancy inside the model processes. 

Maybe creating a custom container for cloud training process can help? If I create a custom cloud container with environment of my choice, then it's easier to replicate it on my local machine? 

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