| CPC G06F 30/27 (2020.01) | 10 Claims |
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1. A verification method of a computer device comprising at least one processor, the verification method comprising:
receiving, by the at least one processor, target device information, a model instruction, and a model parameter related to an artificial intelligence (AI) model;
constructing, by the at least one processor, a simulator corresponding to real hardware based on the target device information;
processing, by the at least one processor, an operation between the model instruction and the model parameter through the constructed simulator; and
storing, by the at least one processor, a processing result of the operation in a memory module included in the simulator,
wherein the at least one processor includes a central processing unit (CPU) and a graphics processing unit (GPU), and
the constructing of the simulator comprises:
determining a mode of the simulator as one of a high-precision mode and a low-latency mode;
in response to the mode of the simulator being determined as the high-precision mode, constructing a first simulator in which at least one module processing the operation in the simulator and the memory module are assigned to the CPU; and
in response to the mode of the simulator being determined as the low-latency mode, constructing a second simulator in which at least one module processing the operation is assigned to the GPU and the memory module is assigned to the CPU.
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