Often the transformers for such lights have a stated load capacity. Installation instructions will say the number and wattage of bulbs to be used. Under-rating or over-rating the transformer can lead to problems. You've more than doubled the load by using 50w bulbs. It sounds like a thermal trip on an overheating transformer is operating, and switching off the supply. It's allowing you to switch on again once it's cooled down.