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Understanding Flash Attention: Writing the Algorithm from Scratch in Triton

alexdremov.me · published 12 January 2025

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https://arxiv.org/pdf/2205.14135?ref=alexdremov.me

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https://triton-lang.org/main/getting-started/tutorials/index.html?ref=alexdremov.me

triton-lang.org

https://github.com/alexdremov/kernels/blob/main/src/self_attention/kernel.py?ref=alexdremov.me

github.com

https://github.com/alexdremov/kernels/blob/main/tests/test_self_attention.py?ref=alexdremov.me

github.com

https://github.com/alexdremov/kernels/blob/main/benchmark/benchmark_self_attention.py?ref=alexdremov.me

github.com

https://arxiv.org/abs/2205.14135?ref=alexdremov.me

arxiv.org

https://github.com/alexdremov/kernels/tree/main?ref=alexdremov.me

github.com