Recently I was solving this question in python. I had thought of a solution and I tried submitting it in python 3, although most of my solutions were accepted via python 3 interpreter. This problem held me by TLEs, a bunch of them.
I was so confused that I started breaking the logic in further if else's only to find that they don't help. I started to search for reasons on the internet and stumbled upon this article just by luck.
It is a TLE saviour. I skimmed through the article and submitted my code in pypy 3 instead of python 3 and to my surprise, it got Accepted. My amusement didn't end here. The execution time was very much comparable to the c++ code and almost 5 times faster than python 3.
So I am switching to this interpreter now. And if you too are getting TLEs it is would be worthy to try submitting your code with pypy 3.
Happy Coding!!!
Edit1:
Looks like pajenegod has a valid point here, this is not always true.
My apologies!!!
Edit 2:
Codeforces submission page also recommends using PyPy.
So, it's a recommendation rather than a guarantee.