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Using a simple backend
class that wraps any built in arithmetic type we can measure the
overhead involved in wrapping a type inside the number
frontend, and the effect that turning on expression templates has. The following
table compares the performance between double
and a double
wrapped inside
class number
:
Type |
Bessel Function Evaluation |
Non-Central T Evaluation |
---|---|---|
|
1.0 (0.016s) |
1.0 (0.46s) |
|
1.2 (0.019s) |
1.0(0.46s) |
|
1.2 (0.019s) |
1.7 (0.79s) |
As you can see whether or not there is an overhead, and how large it is depends on the actual situation, but the overhead is in any cases small. Expression templates generally add a greater overhead the more complex the expression becomes due to the logic of figuring out how to best unpack and evaluate the expression, but of course this is also the situation where you save more temporaries. For a "trivial" backend like this, saving temporaries has no benefit, but for larger types it becomes a bigger win.
The following table compares arithmetic using either long
long
or number<arithmetic_backend<long long> >
for the voronoi-diagram
builder test:
Type |
Relative time |
---|---|
|
1.0(0.0823s) |
|
1.05 (0.0875s) |
This test involves mainly creating a lot of temporaries and performing a small amount of arithmetic on them, with very little difference in performance between the native and "wrapped" types.
The test code was compiled with Microsoft Visual Studio 2010 with all optimisations turned on (/Ox), and used MPIR-2.3.0 and libtommath-0.42.0. The tests were run on 32-bit Windows Vista machine.