How use to solve Low CPU utilization problem multicore?

I have tried OMP_NUM_THREADS , MKL_NUM_THREADS, set_num_threads but nothing works.
When I use 4 core , it uses 2 core
When I use 24 core ,it uses 12 core.
How do improve utilization?