APPARATUSES, METHODS, AND SYSTEMS FOR INSTRUCTIONS OF A MATRIX OPERATIONS ACCELERATOR

• Main Authors: Hughes, Christopher J, Heinecke, Alexander, Pillai, Kamlesh R
• Format: Patent
• Language: English; French; German
• Published: 31.03.2021
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

Systems, methods, and apparatuses relating to a matrix operations accelerator are described. In one embodiment, a processor includes a matrix operations accelerator circuit that includes a two-dimensional grid of fused multiply accumulate circuits that is switchable from a first mode where a respective output of each of a first proper subset of fused multiply accumulate circuits of the two-dimensional grid is transmitted downstream to a respective input of each of a second proper subset of fused multiply accumulate circuits of the two-dimensional grid to form output values from at least one first input two-dimensional matrix and at least one second input two-dimensional matrix, and store the output values in resultant storage, to a second mode where the respective output of each of the first proper subset of fused multiply accumulate circuits of the two-dimensional grid form first output values from a first subset of the at least one first input two-dimensional matrix and the at least one second input two-dimensional matrix, and store the first output values in the resultant storage, and a respective output of each of the second proper subset of fused multiply accumulate circuits of the two-dimensional grid form second output values from a second subset of the at least one first input two-dimensional matrix and the at least one second input two-dimensional matrix, and store the second output values in the resultant storage.