Abstract: An intelligent processor includes a first operation unit and a second operation unit. The first operation unit acquires first input data corresponding to a first operator, divides the first input data into multiple sets of first sub input data, and operates the first operator to perform an operation on the first sub input data to obtain first sub output data corresponding to each set of first input data. The second operation unit uses the first sub output data as second input data of the second operator, and operates the second operator to perform an operation on the second input data to obtain second output data corresponding to each set of second input data. Thus, the second operator need not wait until the first operator finishes all operations of the first input data, allowing two adjacent operator to achieve partial parallel calculation and improving operation efficiency.

Abstract: A parallel device comprises a battery module, a plurality of switching units and a control module being couplable to the battery module. The battery module includes a plurality of battery groups. The plurality of switching units includes a plurality of first switches. Each of the switching units is couplable to a respective battery group in series. Each series combination of the switching unit and the respective battery group is coupled in parallel with another series combination, and each of the switching unit includes a respective first switch coupled with a load in series. The control module is configured to receive values of measured voltages across at least two battery groups, calculate a voltage difference between the two received voltage values, compare an absolute value of the voltage difference to a reference voltage to obtain a voltage comparison result, and turn ON or OFF at least one of the first switches in accordance with the comparison result.

Abstract: A parallel device comprises a battery module, a plurality of switching units and a control module being couplable to the battery module. The battery module includes a plurality of battery groups. The plurality of switching units includes a plurality of first switches. Each of the switching units is couplable to a respective battery group in series. Each series combination of the switching unit and the respective battery group is coupled in parallel with another series combination, and each of the switching unit includes a respective first switch coupled with a load in series.