All of the modern NN work that is accomplishing things is with dense matrix ops — 1 mat mul forward and 2 back. There are plenty of things Cray vector computers weren’t good at, but dense matmuls was their strong point, and no PC could touch them for nearly two decades. The XMP
Modern Neural Networks Rely on Dense Matrix Operations Like Cray Computers
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