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Optimising Convolutions for Deep Learning Inference On ARM Cortex-M Processors
Institute of Electrical and Electronics Engineers Inc. (2024-04-30)We perform a series of optimisations on the convolution operator within the ARM CMSIS-NN library to improve the performance of deep learning tasks on Arduino development boards equipped with ARM Cortex-M4 and M7 microcontrollers. ...