A question about auto-tuning a convolutional network for my Android Device

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#1

I am a beginner on the deep learning. I have successfully auto-tuned a convolutional network for my Android Device. However, I have a questions about my work. My network is resnet-18. What can I use this network to do?

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In this part, what does the module do?

#2

There are many tasks that resnet can do. The tutorial provides an example of image classification.
module is the compiled network model that you can invoke via module.run()