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Github repo that contains accompanying code is at optimization_examples.

Fast code with just enough effort pdf, UK Research Software Engineering Conference 2018

Further analysis can be found at:

Optimizing Python

Optimizing C++

Additional information on hardware accelerators may be found at:

Heterogenous Compute

In future, we may look at

effect of cache sizes and cache misses

ARM assembly starter examples

AVX-512 assembly starter examples

comparison with Julia