Modi tweeted: "Wonderful conversation with@UNSecretary General @antonioguterresin Hiroshima."
Modi met several leaders during his stay in the city.
Modi arrived in Hiroshima on Friday.
Apart from Japan, Modi will also visit Papua New Guinea and Australia.