According to: https://pubs.usgs.gov/of/2011/1253/report/OF11-1253.pdf, the approximate energy consumption for mining gold in South Africa was already 26 TWh * 65% = 16.9 TWh in 2005. Bitcoin still has its future ahead :/
And only a small part of the SA grid goes towards gold mining.