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Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights.

, , , , , and . CoRR, (2020)

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Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights., , , , , and . CoRR, (2020)Towards General Purpose Acceleration by Exploiting Common Data-Dependence Forms., , , and . MICRO, page 924-939. ACM, (2019)Stream-Dataflow Acceleration., , , and . ISCA, page 416-429. ACM, (2017)Infinity Stream: Enabling Transparent and Automated In-Memory Computing., , and . IEEE Comput. Archit. Lett., 21 (2): 85-88 (2022)Mozart: Designing for Software Maturity and the Next Paradigm for Chip Architectures., , , , , , and . HCS, page 1-20. IEEE, (2021)Near-Stream Computing: General and Transparent Near-Cache Acceleration., , , and . HPCA, page 331-345. IEEE, (2022)UNIT: Unifying Tensorized Instruction Compilation., , , , , and . CGO, page 77-89. IEEE, (2021)The Mozart reuse exposed dataflow processor for AI and beyond: industrial product., , , , , , , , , and 5 other author(s). ISCA, page 978-992. ACM, (2022)A general constraint-centric scheduling framework for spatial architectures., , , , , and . PLDI, page 495-506. ACM, (2013)Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign., , , and . PACT, page 36:1-36:15. ACM, (2018)