The fire broke out at around 1pm on the 32nd floor of the skyscraper.
Ten fire tenders were rushed to the spot to douse the flames. The fire kept on raging despite rains pouring in.
No casualty has been reported so far. "Nobody trapped as such, building is fully evacuated, extinguishing and search operation is on," said a fire department official.
The cause of fire is still not known.