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Advanced Matrix Multiplication Optimization on NVIDIA GPUs

salykova.github.io · published 12 January 2025

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1blogs citing
First cited
1 Nov 2025
Most recent
1 Nov 2025
Rank this month
not ranked
Links from this post
25
Words captured
10,811

Cited by

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In the post
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kapilsh.github.io
Learn CUTLASS the hard way! Read at the source ↗
1 Nov 2025

Links from this post

Link
Host
https://github.com/gpu-mode
github.com
https://discord.gg/gpumode
discord.gg
https://github.com/salykova/sgemm.cu
github.com
Advanced Matrix Multiplication Optimization on Modern Multi-Core Processors Read at the source ↗
salykova.github.io
How to Optimize a CUDA Matmul Kernel for cuBLAS-like Performance: a Worklog Read at the source ↗
siboehm.com
https://leimao.github.io/article/CUDA-Matrix-Multiplication-Optimization/
leimao.github.io
https://github.com/Yinghan-Li/YHs_Sample/tree/master/cuda/gemm
github.com
https://github.com/tpoisonooo/how-to-optimize-gemm/tree/master
github.com
https://github.com/NervanaSystems/maxas
github.com
https://github.com/tinygrad/tinygrad
github.com
https://developer.nvidia.com/blog/easy-introduction-cuda-c-and-c/
developer.nvidia.com
https://developer.nvidia.com/blog/how-access-global-memory-efficiently-cuda-c-kernels/
developer.nvidia.com
https://developer.nvidia.com/blog/using-shared-memory-cuda-cc/
developer.nvidia.com
CUDA Pro Tip: Increase Performance with Vectorized Memory Access Read at the source ↗
developer.nvidia.com
https://docs.nvidia.com/deploy/nvml-api/group__nvmlClocksThrottleReasons.html
docs.nvidia.com
https://github.com/NVIDIA/nvbench/blob/main/nvbench/detail/l2flush.cuh
github.com
https://docs.nvidia.com/cuda/parallel-thread-execution/
docs.nvidia.com
https://docs.nvidia.com/cuda/cuda-compiler-driver-nvcc/
docs.nvidia.com
https://docs.nvidia.com/cuda/inline-ptx-assembly/index.html
docs.nvidia.com
https://docs.nvidia.com/cuda/parallel-thread-execution/index.html
docs.nvidia.com
https://www.semanticscholar.org/paper/Strassen%E2%80%99s-Algorithm-Reloaded-on-GPUs-Huang-Yu/d3214da488806bf4c870080fca18a7f3ecba1e99
semanticscholar.org
https://docs.nvidia.com/cuda/cuda-c-programming-guide/
docs.nvidia.com
https://github.com/salykova/sgemm.cu/blob/main/src/kernels/128x128x8.cuh
github.com
https://github.com/salykova/sgemm.cu/blob/main/src/kernels/128x128x8_texld.cuh
github.com
https://github.com/salykova/sgemm.cu/blob/main/src/kernels/128x256x8.cuh
github.com