If your program doesn't depend on the full precision of floating point operations, the performance-accuracy trade-off will probably be worth it, increasing FLOPS throughput 4-5x. However, in some ...

you’re best off using NumPy’s “broadcasting” functions—ways to execute operations across a whole array, or a slice, without looping in Python. Again, this is so all the performance ...