Probably, there is a problem with not enough resources on your server but can be also caused by some of the extra plugins installed. If it doesn’t work with other themes, then we don’t know what the problem. You may try to contact WPML as well and ask them to check it from their side. But we would suggest you to disable also all extra plugins first and check.