Towards faster inference of transformers: Strategies for accelerating decoding processes
This thesis delves into the acceleration and optimization of Transformer inference, a subject of increasing importance with the emergence of Large Language Models (LLMs). The study primarily addresses the challenges posed by two inherent properties of Transformers during inference: the quadratic com...
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2024
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Online Access: | https://ink.library.smu.edu.sg/etd_coll/613 https://ink.library.smu.edu.sg/context/etd_coll/article/1611/viewcontent/GPIS_AY2019_PhD_CunxiaoDu.pdf |
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Institution: | Singapore Management University |
Language: | English |
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