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Resolve "Arithmetic Operator optimization"

Merged Maxence Naud requested to merge arithmetic_op_optimization into dev

Closes #5

  • Add
  • And
  • BitShift
  • Div
  • Equal
  • Mul
  • Pow
  • Sub

Here is the comparison of performances for Add operator in percents (%). It is representative of perfomance gains for other elementwise operators.

Default size of both inputs was [64,64,64,64]

Add_imp_GCC_9-4-0

Add_imp_Clang_10-0-0

I also changed Catch2 version from 3.0.1 to 3.7.1

Edited by Maxence Naud

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