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Code optimization

This project gathers code examples that optimize performance.

  • aos2soa.cpp:
    shows the difference in access time between a struct list and a list struct

  • aos2soa_big.cpp:
    same as aos2soa.cpp but with larger structs

  • fusion.cpp:
    shows the difference between writing to a list then accessing it in a separate loop and in the same loop

  • inline.cpp:
    shows the access time of a function

  • matmul_tile2d.cpp:
    shows the difference between matrix product in a naive way and doing it tile by tile in 2d

  • space_access.cpp:
    shows the difference between accessing spaced elements to modify them and loading them into another list to reconcile them and then put them back in the list

  • split_loop.cpp:
    shows the advantage of changing the loop level of a condition to specialize a loop and make fewer conditions

  • swap.cpp:
    shows the difference between looping columns then rows and vice versa

  • transpose_tile2d.cpp:
    shows the difference between linear transposition and tile 2d by tile 2d

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