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AIWC: OpenCL-Based architecture-independent workload characterization

Johnston, Beau; Milthorpe, Josh


Measuring performance-critical characteristics of application workloads is important both for developers, who must understand and optimize the performance of codes, as well as designers and integrators of HPC systems, who must ensure that compute architectures are suitable for the intended workloads. However, if these workload characteristics are tied to architectural features that are specific to a particular system, they may not generalize well to alternative or future systems. An...[Show more]

CollectionsANU Research Publications
Date published: 2018-11-12
Type: Conference paper
Source: Proceedings of LLVM-HPC 2018: 5th Workshop on the LLVM Compiler Infrastructure in HPC, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis
DOI: 10.1109/LLVM-HPC.2018.8639381


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