if you really want GPU then it must be Nvidie Rtx but configuration is difficult so i would recommend GTX 1070(ti) for both software and algos.
Thanks for the answer. Do you think that there is going to be a significant difference if I go with 1050 instead of 1070ti? Or between 1050 and RTX series?