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Deep learning is mostly matrix multiplication
ID: deep-learning-is-mostly-matrix-multiplication
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Deep learning is mostly matrix multiplication
by
Ciro Santilli
37
Updated
2025-07-16
petewarden.com/2015/04/20/why-gemm-is-at-the-heart-of-deep-learning/
math.stackexchange.com/questions/41706/practical-uses-of-matrix-multiplication/4647422#4647422
Notably,
convolution
can be implemented in terms of
GEMM
:
stackoverflow.com/questions/64506489/what-does-it-mean-to-say-convolution-implementation-is-based-on-gemm-matrix-mul
petewarden.com/2015/04/20/why-gemm-is-at-the-heart-of-deep-learning/
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