Memory Efficiency Benchmarking

=== CSR vs Dense Storage Comparison === Dimensions: 128 * 1M

|Density|Peak Memory Consumption (Sparse) | Peak Memory Consumption (Dense) | Ratio of Memory Consumption | | --- | --- | --- | --- | --- | |0.0001|29|1456|50.20689655| |0.0002|32|1456|45.5| |0.0004|34|1456|42.82352941| |0.0008|40|1456|36.4| |0.0016|53|1456|27.47169811| |0.0032|78|1456|18.66666667| |0.0064|130|1456|11.2| |0.0128|232|1456|6.275862069| |0.0256|437|1456|3.33180778| |0.0512|846|1456|1.721040189| |0.1024|1626|1456|0.895448954|