The invention discloses a
data processing method, device and equipment for a long short-
term memory network and a medium, relates to the technical field of computers, and is applied to a preset long short-
term memory network hardware implementation circuit, and the circuit comprises a plurality of static
random access memories used for storing different types of network input data. The method comprises the steps of determining an initialization result based on a
data processing task; based on a preset
slicing strategy and a preset three-dimensional cyclic
data processing strategy, splitting and loading various data in the initialization result, and triggering a storage operation of a corresponding
static random access memory; after all storage operations are completed, data
processing corresponding to four gates in the long and short-
term memory network is completed in sequence based on the data in each
static random access memory; and when it is judged that the cyclic data
processing of the three dimensions is completed currently, obtaining a task result based on a corresponding data
processing result. Through efficient and reasonable hardware
circuit design, the
hardware acceleration efficiency during data processing can be improved.