Americans from far and wide are attracted to the festival of colours, which is possibly one of the largest gathering of people in the Western Hemisphere, the local Salt Lake Tribune reported.
The two-day event this weekend is being held at the sprawling lawns of Sri Sri Radha Krishna Temple in Spanish Fork in Utah, which has about 35,000 residents.
A significant majority of them are Mormons, a Christian religious sect whose one of the famous member is Mitt Romney, the Republican presidential nominee in the 2012 elections.
"Each and every one of you is lovely and brilliant. No exceptions. This festival is to remind you who you are," he said.
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The festival is organised by the International Society for Krishna Consciousness (ISKCON) and the temple claims this to be the world's biggest Holi festival.
Celebrations include non-stop live music from great bands, yoga, mantras, dance, cuisine, and of course the throwing of colours.
"I came to celebrate my daughter's 34th birthday. She loves this stuff. She is a rocker," she added. The packets of vibrant colours were being sold at USD 3 apiece.
"It is a place for your inner child to come out," said Robynn Kirkham, a Pleasant Grove accountant who runs a construction company when she does not have fluorescent yellow splatters on her temporarily purple and orange face.
The temple is holding the annual event for the last 25 years.