Something to note because many people are confused by this issue... The skill of the players is irrelevant to komi. Komi is defined as the number of points given to white such that perfect play will yield a tie. (For example, komi on a 3x3 board is known to be 9 using Chinese rules because perfect play will wipe white completely from the board, and it's 9 regardless of the skill of the players.)
Traditionally, an extra half point is given to white to avoid a tie. Therefore, white should have a moderately greater chance of winning than black. (New Zealand's official rules don't do this.)
AlphaGo Teach, which assumes a 6.5 komi (Japanese) shows the percent chance of winning with black having the first move (https://alphagoteach.deepmind.com). Note, that black's best chance is 47.1%. Since white is expected to have a slightly greater chance of winning (because of the extra half point,) AlphaGo backs up the komi.
For Chinese rules komi is necessarily an odd number (because in order for there to be a tie, the sum of both player's scores must be even and there are an odd number of points available on the board.)
Whatever komi is, for Chinese rules there is widespread agreement that it's not 9 points and historically 5 points seems too low which means 7 points is the most likely value. However, without perfect play, we can't know for sure.
-- New information --
I've learned a couple of new pieces of info that relates to this question. Go on a 5x5 board was solved using a computer (not "deep learning" but a computer program none-the-less) and it turns out that komi is 25 points for that size board in Chinese rules. Also, 7x7 Go seems to have been "weekly" solved and it seems that the komi is 9 points for this. I'm not entirely sure about the info about the 7x7 board because the original paper is in Chinese and the derivative English info about it doesn't seem to be in agreement about what the paper actually says. So computers are telling us things about the proper value of komi.