45results about How to "Reduce configuration times" patented technology

The embodiment of the invention discloses a computer implementation method for generating an instruction, and an instruction execution method and equipment. The method comprises the following steps: determining a first intermediate representation corresponding to a neural network model to be compiled; determining a first input tensor of a first operator in the first intermediate representation, a first data arrangement mode of the first input tensor, and a preset data arrangement mode supported by a calculation unit for executing the first operator; determining a data arrangement conversion operation sequence based on the first input tensor, the first data arrangement mode and a preset data arrangement mode; generating an arrangement conversion instruction of the first input tensor based on the data arrangement conversion operation sequence; the arrangement conversion instruction is used for converting the first input tensor into a second input tensor stored according to a preset data arrangement mode; and determining a target instruction sequence of the to-be-compiled neural network model based on the arrangement conversion instruction and a calculation instruction corresponding to the first operator. Therefore, the data arrangement conversion efficiency can be improved.

This invention proposes a global parameter configuration method based on parallel discrete event multi-process simulation. This method achieves bidirectional handshake interaction between the host configuration software and the simulation platform software through a Socket transmission interface, mutually verifying the initialization status and automatically restarting the corresponding software initialization process in case of initialization errors. The simulation platform software aggregates all process local parameters and reports them to the host configuration software, which then generates a unified format global parameter file. After the simulation platform software sends a distribution request, the host configuration software distributes the global parameter files sequentially according to the process number. The simulation platform software collects the file reception identifier and process parameter configuration identifier of each process for hierarchical judgment, distinguishing between file reception failure and parameter configuration abnormality, and performs targeted retries for repair. After all processes pass verification, the parallel discrete event multi-process simulation is started. This invention solves the problems of complex global parameter configuration, difficult synchronization, and cumbersome fault handling in existing parallel simulations.