Guys, look into this article about the UMA: https://www.cgdirector.com/apple-unified-memory-guide/ Just like some of the people said, the UMA is the edge not causing any problem if we implement our codes correctly. In fact, the performance shall be even better on a condition, you have enough memory for your project.

Go to Anaconda.org and search for the package (file), download and install it locally. it works for my Mac pro AMD