Did I Over Fertilize My Morning Glory?

Will my morning glory planted in a large pot using Miracle Grow soil eventually produce flowers? I heard too much fertilizer will just produce big leaves. Did I make a mistake with the soil I used, the plant is rather large now and climbing well?

Hardiness Zone: 7a

By JoAnne from La Plata, MD