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Implementing a fast Tensor Core matmul on the Ada Architecture

spatters.ca · published 15 November 2024

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1blogs citing
First cited
14 Jan 2026
Most recent
14 Jan 2026
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Links from this post
13
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9,137

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In the post
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benfattori.com
Implementing a 2:4 Sparse GEMM Kernel with Tensor Cores Read at the source ↗
14 Jan 2026

Links from this post

Link
Host
https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html
docs.nvidia.com
https://docs.nvidia.com/cuda/parallel-thread-execution/index.html
docs.nvidia.com
https://docs.nvidia.com/cuda/inline-ptx-assembly/index.html
docs.nvidia.com
https://forums.developer.nvidia.com/t/shared-memory-bank-conflicts-and-nsight-metric/115731/12
forums.developer.nvidia.com
https://www.nvidia.com/en-us/on-demand/session/gtcsj20-s21745
nvidia.com
How to Optimize a CUDA Matmul Kernel for cuBLAS-like Performance: a Worklog Read at the source ↗
siboehm.com
https://blog.heim.xyz/flop-for-quantity-flop-s-for-performance
blog.heim.xyz
https://images.nvidia.com/aem-dam/Solutions/Data-Center/l4/nvidia-ada-gpu-architecture-whitepaper-v2.1.pdf
images.nvidia.com
https://arxiv.org/pdf/2402.13499v1
arxiv.org
https://forums.developer.nvidia.com/t/why-would-code-run-1-7x-faster-when-run-with-nvprof-than-without/56406/7
forums.developer.nvidia.com
https://developer.download.nvidia.com/video/gputechconf/gtc/2019/presentation/s9593-cutensor-high-performance-tensor-operations-in-cuda-v2.pdf
developer.download.nvidia.com
https://eprints.maths.manchester.ac.uk/2774/1/fhmp20.pdf
eprints.maths.manchester.ac.uk
https://github.com/spatters/mma-matmul
github.com