The actress also added that the training was rigorous.
"Every part of my body hurts. Now I know how Mary Kom trains herself everyday," she said.
The film will be directed by Omung Kumar Bhandula.
Priyanka will also be seen in the remake of "Zanjeer", "Gunday" and "Krrish 3" this year.