def rhochange(self):
"""Updated cached c array when rho changes."""
if self.opt['HighMemSolve']:
self.c = sl.solvedbd_sm_c(
self.gDf, np.conj(self.gDf),
(self.mu / self.rho) * self.GHGf + 1.0, self.cri.axisM)
def rhochange(self):
"""Updated cached c array when rho changes."""
if self.opt['HighMemSolve']:
self.c = sl.solvedbd_sm_c(
self.gDf, np.conj(self.gDf),
(self.mu / self.rho) * self.GHGf + 1.0, self.cri.axisM)
def setdict(self, D=None, B=None):
"""Set dictionary array."""
if D is not None:
self.D = np.asarray(D, dtype=self.dtype)
if B is not None:
self.B = np.asarray(B, dtype=self.dtype)
if B is not None or not hasattr(self, 'Gamma'):
self.Gamma, self.Q = np.linalg.eigh(self.B.T.dot(self.B))
self.Gamma = np.abs(self.Gamma)
if D is not None or not hasattr(self, 'Df'):
self.Df = sl.rfftn(self.D, self.cri.Nv, self.cri.axisN)
# Fold square root of Gamma into the dictionary array to enable
# use of the solvedbi_sm solver
shpg = [1] * len(self.cri.shpD)
shpg[self.cri.axisC] = self.Gamma.shape[0]
Gamma2 = np.sqrt(self.Gamma).reshape(shpg)
self.gDf = Gamma2 * self.Df
if self.opt['HighMemSolve']:
self.c = sl.solvedbd_sm_c(
self.gDf, np.conj(self.gDf),
(self.mu / self.rho) * self.GHGf + 1.0, self.cri.axisM)
else:
self.c = None
def setdict(self, D=None, B=None):
"""Set dictionary array."""
if D is not None:
self.D = np.asarray(D, dtype=self.dtype)
if B is not None:
self.B = np.asarray(B, dtype=self.dtype)
if B is not None or not hasattr(self, 'Gamma'):
self.Gamma, self.Q = np.linalg.eigh(self.B.T.dot(self.B))
self.Gamma = np.abs(self.Gamma)
if D is not None or not hasattr(self, 'Df'):
self.Df = sl.rfftn(self.D, self.cri.Nv, self.cri.axisN)
# Fold square root of Gamma into the dictionary array to enable
# use of the solvedbi_sm solver
shpg = [1] * len(self.cri.shpD)
shpg[self.cri.axisC] = self.Gamma.shape[0]
Gamma2 = np.sqrt(self.Gamma).reshape(shpg)
self.gDf = Gamma2 * self.Df
if self.opt['HighMemSolve']:
self.c = sl.solvedbd_sm_c(
self.gDf, np.conj(self.gDf),
(self.mu / self.rho) * self.GHGf + 1.0, self.cri.axisM)
else:
self.c = None