Perforated is a machine learning company that has created a technology to massively unlock performance for edge AI/ML models. Based on a recent neuroscience breakthrough, we help ML engineers recover accuracy lost to pruning, quantization, and other edge optimization steps. This often means getting the same model performance with half the amount of training data, or recovering half of the remaining error of pruned, parameter-efficient models to achieve much higher levels of accuracy. Ultimately, this translates to saved costs, accelerated timelines, and more value from AI models.
To learn more visit https://www.perforatedai.com/
