Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level

Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level

Item #:: 079017-2065
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DOI: https://doi.org/10.52202/079017-2065
Author(s): Ali Hassani, Wen-mei Hwu, Humphrey Shi
Pages: 64717-64734 (18 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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DOI: https://doi.org/10.52202/079017-2065
Author(s): Ali Hassani, Wen-mei Hwu, Humphrey Shi
Pages: 64717-64734 (18 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)