I kind of like the idea of having a common API for the common neural network ops, if only as an intermediate layer between pytorch and tensorflow. But that's m

I kind of like the idea of having a common API for the common neural network ops, if only as an intermediate layer between pytorch and tensorflow. But that's more an expression of API design than any particular reason. Once TPUs can run JS (which may be coming sooner than it seems), it might also be reasonable to write a "webpage" which TPUs then "execute". I think neural networks in general need to learn to be more flexible. Right now it feels like you're carving a network out of marble. It should be more like clay. More practically, tensorflow.js does run in the browser; you could port this API to a tf.js backend.