During our talk we will be addressing the issue of applications outpacing Moore's Law - in some cases such as AI computing demands are increasing exponentially. To keep up with these demands we are beginning to rely on specialized hardware such as GPUs and even DSPs. The future will belong to applications which are versatile enough to take advantage of various type of compute resources to maximize performance. We will review different types of heterogeneous hardware available today and will also examine upcoming architectures and how they can help us solve problems such as AI. Furthermore, we will discuss how normal people, those that don't have access to ultra expensive super computers, will be able to participate in solving these problems.
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