Add sparse matrix compression benchmarks
Here is what I get on my computer:
./bench_sparse
2019-07-17 17:12:07
Running ./bench_sparse
Run on (4 X 3408 MHz CPU s)
-------------------------------------------------------------------
Benchmark Time CPU Iterations
-------------------------------------------------------------------
convert_dense_to_mapped 167378757 ns 167410714 ns 7
convert_dense_to_compressed 11542329 ns 11439732 ns 56
convert_dense_to_coordinate 12055664 ns 11562500 ns 50
that is about 100 FPS for one core.