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MLIR Compilers for Heterogeneous Computing
SessionEighth International Workshop on Heterogeneous High-Performance Reconfigurable Computing (H2RC 2022)
DescriptionWith the slowing of CMOS technology scaling trends and the continued growth of compute requirements for applications like 5G wireless and machine learning, there has been a widespread emphasis on new accelerator architectures emphasizing heterogeneity. However, programming heterogeneous devices can be challenging, requiring heterogenous design tools supporting multiple levels of abstraction. This talk will discuss how MLIR, a new compiler infrastructure which directly supports multiple levels of abstraction, can enable these new design tools to support next generation heterogeneous systems.