This is because magma’s implementation of ?gesvd is used under the hood. Unfortunately, the implementation is not purely on GPU and still calls LAPACK/BLAS functions (https://github.com/maxhutch/magma/blob/master/src/dgesvd.cpp). That is probably why you are seeing these idle times on GPU.
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