DEEP LEARNING INFERENCE: THE FUTURE LANDSCAPE IN ATTAINABLE AND STREAMLINED NEURAL NETWORK EXECUTION

AI has achieved significant progress in recent years, with systems surpassing human abilities in various tasks. However, the true difficulty lies not just in training these models, but in implementing them optimally in everyday use cases. This is where AI inference comes into play, arising as a primary concern for experts and industry professionals

Machine learning has made remarkable strides in recent years, with algorithms matching human capabilities in diverse tasks. However, the real challenge lies not just in developing these models, but in utilizing them efficiently in everyday use cases. This is where machine learning inference comes into play, emerging as a key area for scientists and