Our team used hls to complete the accelerated IP core design and quickly build a neural network gas pedal, which was applied to the Mnist dataset and achieved more than 95% correct rate. And many directives were used to accomplish I/O and parallelism related optimizations. Deployed on the ultra96-v2 edge computing development board, it achieves a 12x speedup compared to running directly on the ARM Cortex-A53.
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