The workshop on ‘Exploiting Accelerator Diversity for Cognitive Workloads’ will explore acceleration opportunities in existing and upcoming workflows, particularly in the cognitive domain. It will also explore the creation of a community & ecosystem around POWER9 acceleration technology for academics and industry practitioners. This workshop is co-located with the 50th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-2017).