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Heterogeneous Acceleration Pipeline for Recommendation System Training.

, , , и . CoRR, (2022)

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Divya Parmar

Kiran Mahajan

Divya Prasad

Divya Sekar

Divya Mangotra

 

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Efficient Algorithms for Device Placement of DNN Graph Operators., , , , и . NeurIPS, (2020)A Computational Stack for Cross-Domain Acceleration., , , , , , , и . HPCA, стр. 54-70. IEEE, (2021)Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training., , , , , и . CoRR, (2024)Improving the energy efficiency of relational and NoSQL databases via query optimizations., , и . Sustain. Comput. Informatics Syst., (2019)Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks., , , и . CoRR, (2023)TABLA: A unified template-based framework for accelerating statistical machine learning., , , , , , и . HPCA, стр. 14-26. IEEE Computer Society, (2016)RoboX: An End-to-End Solution to Accelerate Autonomous Control in Robotics., , , и . ISCA, стр. 479-490. IEEE Computer Society, (2018)From high-level deep neural models to FPGAs., , , , , , , и . MICRO, стр. 17:1-17:12. IEEE Computer Society, (2016)NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing., , , , , , , , и . ASPLOS (3), стр. 722-737. ACM, (2024)A multi-period multi-objective optimization framework for software enhancement and component evaluation, selection and integration., , и . Inf. Sci., (2020)