These methods employ secret sharing and replication ... multiple machines or nodes to improve efficiency and speed. Matrix Multiplication: A mathematical operation that produces a new matrix ...

Part of the process of running LLMs involves performing matrix multiplication (MatMul), where ... data is weighted—they replaced the current method that relies on 16-bit floating points with ...

Short multiplication close short multiplicationa method of setting out working in columns to calculate a multiplication. is a method using columns to set out and calculate a multiplication.

One of the notable contributions to this field is the TileSpGEMM algorithm, which addresses common issues in sparse general matrix-matrix multiplication ... over existing methods on modern ...