Why my SVD algorithm in cuda is slower than it in cpu?

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IMG_20210618_152258
IMG_20210618_1522583583×2463 1.27 MB

Is this because the version of cuda is 11.2 which is not compatible with torch 1.8.1+cuda11.1, or the SVD algorithm cannot be accelerated by GPU?