Made following changes.
[1] set the Batch Size of all Models and Streammux equal to num of sources
[2] Sync of sink set to 0
now Getting, same FPS across all.
referred this thread : - DeepStream SDK FAQ - #11 by bcao
if there is anything that I missed, please let me know. Otherwise we can close this.