Chunkwise Gated Delta Rule is important when performing operations such as prefilling or training with the recently popular Gated Delta Attention formulation. In essence, in the chunkwise algorithm, we want to transform the naive recurrent equations for the transition from one timestep to the next into a form that is more GPU-friendly. This works by splitting the sequence length into chunks and…