This article focuses on AI-Oriented Hardware Accelerators Reliability Using NVDLA Deep Learning Accelerator from NVIDIA As an example, the NVDLA Deep Learning Accelerator was designed using zoix and terata max software. There are six main parts in the essay, namely introduction, background, implementation, result, discussion and conclution and appendix. introduction introduces the current problem to be solved, a short summary and the structure of the essay. The background section introduces the composition of Convolutional Neural Network, the hardware composition of NVDLA, the software used in the thesis, and the methodology used in the thesis. The implementation section describes how to generate the corresponding test vectors for integer and floating-point multipliers and the corresponding addition trees.