Warning - public math
That's about 40 pounds. My initial thought was: wow, how did they lug all that gold without getting caught.
Let's say gold is $1000/oz. 625,000/1000 = 625 oz
625/16 oz per pound = 39 pounds.
Google says a bar of gold weighs 27 lbs. So it's roughly the size of 1.5 bars of gold.