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Modular: Matrix Multiplication on Blackwell: Part 1 - Introduction

Modular · published 28 August 2025

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https://github.com/modular/modular/tree/main/max/kernels/test/gpu/linalg/matmul_blackwell_iterative
github.com
How to Optimize a CUDA Matmul Kernel for cuBLAS-like Performance: a Worklog Read at the source ↗
siboehm.com
Outperforming cuBLAS on H100: a Worklog Read at the source ↗
cudaforfun.substack.com
https://www.modular.com/blog/ais-compute-fragmentation-what-matrix-multiplication-teaches-us
modular.com
https://en.wikipedia.org/wiki/Von_Neumann_architecture
en.wikipedia.org
https://docs.modular.com/glossary/gpu/streaming-multiprocessor
docs.modular.com
https://docs.modular.com/glossary/gpu/memory
docs.modular.com
https://docs.modular.com/glossary/gpu/thread-block
docs.modular.com
https://puzzles.modular.com/introduction.html
puzzles.modular.com
https://docs.modular.com/glossary/
docs.modular.com
https://en.wikipedia.org/wiki/Flynn%27s_taxonomy
en.wikipedia.org
https://docs.modular.com/glossary/gpu/kernel
docs.modular.com
https://docs.modular.com/glossary/gpu/grid
docs.modular.com
https://docs.modular.com/mojo/manual/layout/tensors/
docs.modular.com
https://github.com/modular/modular/blob/main/max/kernels/test/gpu/linalg/matmul_blackwell_iterative/1_naive_sm100.mojo
github.com
Modular: Matrix Multiplication on Blackwell: Part 2 - Using Hardware Features to Optimize Matmul Read at the source ↗
modular.com
Modular: Matrix Multiplication on Blackwell: Part 3 - The Optimizations Behind 85% of SOTA Performance Read at the source ↗
modular.com
Modular: Matrix Multiplication on Blackwell: Part 4 - Breaking SOTA Read at the source ↗
modular.com
https://www.modular.com/matrix-multiplication-on-blackwell
modular.com