For a comparison the other way, high speed trains in Europe are around 10-16MW.

Typical railway locomotives used for freight trains in Britain can draw a maximum of around 5MW.

Ordinary-speed electric trains (for commuters, regional trains etc) with a limit of about 180km/h (110mph) draw 1.5-2MW.

Presumably the full power is only needed when starting off on a hill.