In my childhood I've watched a cartoon movie which had robots suits like Avatar's war machine.. exactly the same. Help me remembering the name of this cartoon..

Could it be one of the Gundam series?

There are many similar Japanese anime series and movies with the type of tech you are talking about. The Gundam series spanned a few decades and featured a battle suit version of the big robot characters that looks very similar to the Avatar suit.