When using 3d projection:

fig = plt.figure(figsize=(20,15))
ax = fig.gca(projection='3d')

and save the figure into png file, there is way too much white space from left right top and bottom, so when I want to add this graph into latex and use it in publication, I have to do post-processing of the image and remove unnecessary amount of blank space.