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Cache upkeep

IOOSS Guillaume requested to merge cache_upkeep into master

Cache upkeep branch contains a lot of different things from Guillaume (work of the last month):

  • Fix to the C code in order to be able to call the handcraft partial microkernel in AVX2
  • Start of an implementation of cold/hot cache (not finished, does not interfere with the rest)
  • Random search in the Ttile space in tree_perm_search (2 functions: one doing the max, the other just returning the random draws)
  • Bug fixed in micro_search (the output of the random strategy draw function changed in the meantimes)
  • Added 2 missing resNet spec in "conv_sizes"
  • Added extended microkernel space exploration + "Pinocchio_extended" class in arch_info.
  • Python frontend: added the "pure random" tree search function to the Python interface.

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