This reminds me a brilliant article [1] by Barbara Oakley, who has a _superb_ course on Coursera on "Learning How to Learn" [2].
In this article, Barbara talks about how memorization helped her with Mathematics, a subject that she had previously struggled with. In particular, this line stands out to me
> Continually focusing on understanding itself actually gets in the way.