def getstate(self):
steplength_params = [self.hbar_t, self.tau_t, self.gbar_t, self.gbar_t1, self.gbar_t2, self.hbar_tp, self.tau_tp, self.gbar_tp, self.adapt_param_steplength, self.adapt_vb_steplength, self.vb_steplength, self.param_steplength]
return GPBase.getstate(self) + \
[self.get_vb_param(),
self.Z,
self.num_inducing,
self.has_uncertain_inputs,
self.X_variance,
self.X_batch,
self.X_variance_batch,
steplength_params,
self.batchcounter,
self.batchsize,
self.epochs,
self.momentum,
self.data_prop,
self._param_trace,
self._param_steplength_trace,
self._vb_steplength_trace,
self._ll_trace,
self._grad_trace,
self.Y,
self._permutation,
self.iterations
]
def getstate(self):
"""
Get the current state of the class,
here just all the indices, rest can get recomputed
"""
return GPBase.getstate(self) + [self.Z,
self.num_inducing,
self.has_uncertain_inputs,
self.X_variance]
def getstate(self):
"""
Get the current state of the class,
here just all the indices, rest can get recomputed
"""
return GPBase.getstate(self) + [
self.Z, self.num_inducing, self.has_uncertain_inputs,
self.X_variance
]
def getstate(self):
return GPBase.getstate(self)
