Higher peak memory usage for patch wise inference

[rahulvigneswaran]

While the paper suggests that patchwise inference generally decreases peak memory usage across various models, our experimentation reveals that the peak memory comparisons between patchwise and non-patchwise inference models such as mcunet-vww2, mcunet-in2, and mcunet-in3 exhibit higher peak memory usage with patchwise inference.