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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 2025-05-29  +Created 1970-01-01
  • 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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