Thinking of converting but my wife is an atheist.

I’ve been looking into Islam for about a year now. I’m interested is Sufism and Im highly inspired by Sufi philosophers like Ibn Arabi, al-Din al-Tusi, Ibn Sina, Suhrawardi etc. I’ve been to a few Sufi gatherings and haven’t felt more welcomed and peaceful. I’ve been reading ‘The Clear Quran’ which I was recommended as a great translation for beginners. Im at the cusp of converting but my wife is an atheist. She is supporting of my decisions and has said she’d be ok with it, but I have heard it is impossible to convert with an atheist wife. I’m am not going to divorce her tmtc