The application discloses a model design method and device, equipment and a storage medium, and relates to the technical field of computers, which comprises the following steps: obtaining an original model, and obtaining an operator satisfying a preset condition from the original model to obtain a target operator; inserting a first conversion operator and a second conversion operator in front of the target operator; distributing the target operator to a target
compiler, and distributing the first conversion operator and the second conversion operator to a
central processing unit to obtain a compiled model. The application increases the conversion operator in front of the operator satisfying the preset condition, and distributes the conversion operator to the
central processing unit, so that the
central processing unit converts the data that cannot be used by the target operator into
usable data, and then sends the data to the target
compiler for
processing, thereby realizing the conversion of the data mode, improving the equipment
utilization rate of the target
compiler and the
processing speed of the model.