31results about How to "Avoid frequent" patented technology

The invention provides a parallel message processing method, which comprises the following steps that: when a first arithmetic unit completes the calculation of parameter units, sending a reduction operation request to a main controller, so as to enable the main controller to globally broadcast the parameter units corresponding to the reduction operation request to all arithmetic units, and enabling each arithmetic unit to cache the parameter units; after the second arithmetic unit completes calculation of the parameter units to obtain reduction data, enabling the second arithmetic unit to compare the reduction data with the parameter units in the cache of the second arithmetic unit to generate bit vector information corresponding to the second arithmetic unit; when new bit vector information is generated each time, carrying out bit AND operation on the bit vector information corresponding to each arithmetic unit; and executing reduction operation according to the bit and the operationresult. According to the application, the defect that the arithmetic unit frequently communicates and interacts with the main controller is avoided, the communication pressure on the main controlleris obviously reduced, and the bandwidth is fully utilized. The invention further provides a parallel message processing method and system, a computer readable storage medium and deep learning equipment, which have the above beneficial effects.