the original tf was truly horrendous :) it was extremely unintuitive and slow to program. that's why so many people switched to pytorch. the merge was a good idea, it just came too late. tf is as popular as it is just because it was the first to market, & because of Google's megaphone, even inside Google researchers don't want to use it, and a large fraction have switched to Jax