Thousands of yoga enthusiasts are set to gather at historic places across the world to observe the International Yoga Day on June 21. In New York, the Consulate General of India is set to partner with the Times Square Alliance for this year's celebrations. PM Narendra Modi's yoga guru, Padma Shri H R Nagendra, will join the session as the chief guest.