1. A method, comprising: selecting a compressed format for storage of a matrix based on a computation to be performed using the matrix and architecture of a storage compute device to which the matrix is stored; storing data of the matrix on the storage compute device according to the compressed format; and performing the computation using the data via a computation unit that resides within the storage compute device.