Abstract: The present disclosure discloses a computing apparatus configured to perform a binary operation on multi-dimensional data, and related products. The computing apparatus is included in a combined processing apparatus. The combined processing apparatus further includes an interface apparatus and other processing apparatus. The computing apparatus interacts with other processing apparatus to jointly complete a computing operation specified by a user. The combined processing apparatus further includes a storage apparatus. The storage apparatus is connected to the computing apparatus and other processing apparatus respectively and is configured to store data of the computing apparatus and other processing apparatus. The disclosed scheme may reduce the number of data exchange and loading, relieve throughput pressure, and improve processing efficiency of a machine by rationally allocating the loading frequency of operation data.

Abstract: The present disclosure discloses a data processing apparatus, a method, and related products. The data processing apparatus is used as a computing apparatus and is included in a combined processing apparatus. The combined processing apparatus further includes an interface apparatus and other processing apparatus. The computing apparatus interacts with other processing apparatus to jointly complete a computing operation specified by a user. The combined processing apparatus further includes a storage apparatus. The storage apparatus is respectively connected to the computing apparatus and other processing apparatus and is configured to store data of the computing apparatus and other processing apparatus. The solution of the present disclosure reduces IO time at runtime and memory requirements by means of block local rearrangement.

Abstract: A method is for optimizing a convolution operation of an on-chip system and related products. The on-chip system is included in a computing processing apparatus of a combined processing apparatus. The computing processing apparatus includes one or a plurality of integrated circuit apparatuses. The combined processing apparatus further includes an interface apparatus and other processing apparatus. The computing processing apparatus interacts with other processing apparatus to jointly complete a computing operation specified by a user. The combined processing apparatus further includes a storage apparatus. The storage apparatus is connected to the apparatus and other processing apparatus, respectively. The storage apparatus is configured to store data of the apparatus and other processing apparatus.