Realistically specializing on the data flow is all you can do. Assuming a modern CPU contains on the order of 10 billion transistors that only amounts to 1.2 Gi

Realistically specializing on the data flow is all you can do. Assuming a modern CPU contains on the order of 10 billion transistors that only amounts to 1.2 GiB storage before you account for any actual logic (ie 1 bit per transistor). DRAM hardware is quite different from that of processing elements and it takes quite a lot of DRAM chips to hold the weights of a single model.