Hi @Prabhakaran,
How are you connecting to Rinkeby?
Are you able to share your hardhat.config.js? 
please don’t include any secrets such as your mnemonic or API keys.
If you haven’t already, I suggest looking at the Learn guide: https://docs.openzeppelin.com/learn/connecting-to-public-test-networks