It may not make sense for the model you choose, but realistically speaking if you want a real comparison of machine learning platforms you need to do so on GPUs

It may not make sense for the model you choose, but realistically speaking if you want a real comparison of machine learning platforms you need to do so on GPUs. The major competitive advantage that AWS has over GCE is the Volta GPUs, which are significantly faster than what any other provider is offering.