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apply PyTorch 1.12 changes#3

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nonconvexopt wants to merge 1 commit intoLaurenceA:masterfrom
nonconvexopt:torch1.12
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apply PyTorch 1.12 changes#3
nonconvexopt wants to merge 1 commit intoLaurenceA:masterfrom
nonconvexopt:torch1.12

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The repo is outdated and it raises an error when using bayesfunc/inducing.py

torch.triangular_solve is deprecated and need to be changed to torch.linalg.solve_triangular
torch.cholesky is deprecated and need to be changed to torch.linalg.cholesky

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