Memory Efficiency Benchmarking

CSR vs Dense Storage Comparison

Dimensions: 128 * 1M, rhs_density = 5%

Density(%)	Peak Memory Consumption (Sparse)	Peak Memory Consumption (Dense)	Ratio of Memory Consumption
0.01	29	1456	50.20689655
0.02	32	1456	45.5
0.04	34	1456	42.82352941
0.08	40	1456	36.4
0.16	53	1456	27.47169811
0.32	78	1456	18.66666667
0.64	130	1456	11.2
1.28	232	1456	6.275862069
2.56	437	1456	3.33180778
5.12	846	1456	1.721040189
10.24	1626	1456	0.895448954