"Thank you to Taiwan, a great friend of the United States, for donating over two million masks to the US. We are grateful for your support in fighting coronavirus. We are in this together," Perry wrote on Twitter.
The shipment includes 100,000 masks for use in the state of Pennsylva, which Perry himself represents in the US Congress.
The United States has almost 8,40,000 confirmed coronavirus cases with over 46,000 deaths, according to the Johns Hopkins University Coronavirus Resource Center.
Taiwan, on the other hand, has recorded 426 cases and six deaths.
The virus has infected more than 2.6 million people and claimed over 182,000 lives globally so far.
( With inputs from ANI )