Call dsyevr to diagonalize the matrix
[[4.0233725957917259288124166e-07, 1.1475559753759016807209544e-22, 3.1797364433177036979501603e-68],
[1.1475559753759016807209544e-22, 4.0233725957917259288124166e-07, -7.5079600860804907344589960e-56],
[3.1797364433177036979501603e-68, -7.5079600860804907344589960e-56, 4.3213250161962713132013381e-05]])
with
JOBZ = 'V'
RANGE ='A'
UPLO = 'L'
LDA = 3
VL = 0.0
VU = 1.0
IL = 0
IU = 0
ABSTOL = 0.0
LDZ = 3
LWORK = 1000
LIWORK = 1000
INFO = 0
returns INFO = 1
There's no problem to call dsyev to diagonalize this matrix. The eigenvalues are the same to the dsyevr.

