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Matrix Multiplication: A Performance Analysis

mccloskeybr.com · published 19 April 2026

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https://x.com/mccloskey_br
x.com
https://git.mccloskeybr.com/mccloskeybr/matmul
git.mccloskeybr.com
https://www.amd.com/en/developer/uprof.html
amd.com
https://developer.nvidia.com/nsight-compute
developer.nvidia.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/cpu_ijk.cu
git.mccloskeybr.com
https://learn.microsoft.com/en-us/windows/win32/memory/large-page-support
learn.microsoft.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/cpu_ikj.cu
git.mccloskeybr.com
https://suif.stanford.edu/papers/lam-asplos91.pdf
suif.stanford.edu
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/cpu_ikj_tile.cu
git.mccloskeybr.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/cpu_ijk_tile.cu
git.mccloskeybr.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/cpu_mt_sse.cu
git.mccloskeybr.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/cpu_mt_avx512.cu
git.mccloskeybr.com
https://www.numberworld.org/blogs/2024_8_7_zen5_avx512_teardown/57647_zen4_sog.pdf
numberworld.org
https://learn.microsoft.com/en-us/cpp/c-runtime-library/reference/aligned-malloc
learn.microsoft.com
https://www.nvidia.com/docs/IO/116711/sc11-cuda-c-basics.pdf
nvidia.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/gpu_naive.cu
git.mccloskeybr.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/gpu_shared.cu
git.mccloskeybr.com
https://git.mccloskeybr.com/mccloskeybr/matmul/src/branch/main/gpu_reg.cu
git.mccloskeybr.com
https://www.openmathlib.org/OpenBLAS/
openmathlib.org
https://developer.nvidia.com/cublas
developer.nvidia.com
Fast Multidimensional Matrix Multiplication on CPU from Scratch Read at the source ↗
siboehm.com
How to Optimize a CUDA Matmul Kernel for cuBLAS-like Performance: a Worklog Read at the source ↗
siboehm.com
https://github.com/flame/how-to-optimize-gemm
github.com
https://people.freebsd.org/~lstewart/articles/cpumemory.pdf
people.freebsd.org
https://www.computerenhance.com/
computerenhance.com
https://www.youtube.com/watch?v=c8mQYGbT310&list=PL5XwKDZZlwaY7t0M5OLprpkJUIrF8Lc9j
youtube.com