 The film sequence that is commonly referred to as "the Burning of  Atlanta" was not the actual burning of the city by General Sherman  in November 1864. Instead, the scene represents the night, two  months earlier, when the retreating Confederate army torched its  ammunition dumps to keep the Union army from capturing them.