I’d love for something like this to be more standard. Writing complex stuff in PyTorch reminds me of writing assembly, except instead of constantly keeping trac

I’d love for something like this to be more standard. Writing complex stuff in PyTorch reminds me of writing assembly, except instead of constantly keeping track of state you have to constantly keep track of what the axes mean. Ideas like named tensors will have to become standard if “differentiable programming” is going to be more like regular programming.