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Both Gaussians are non degenerate(just made the edit). @nate yes, I mean an operator R which permutes eigenvectors of S and the resulting Gaussian is N(0,SR).
Thank you for the answer. So, the necesssary and sufficient condition would be convergence in trace class norm and even the operator norm is not sufficient.