The IOC then gave the 1940 Winter Olympics to Garmisch-Partenkirchen , Germany . In the spring of 1939 , the IOC gave the 1940 Winter Olympics , now scheduled for February 2-11 , to Garmisch-Partenkirchen , Germany , where the previous 1936 games had been held .