quimb.experimental.cluster_update¶
Implementation of arbitrary geometry wavefunction cluster update.
Attributes¶
Classes¶
Cluster update for arbitrary geometry nearest neighbor hamiltonians. |
Functions¶
|
Gate two nearest neighbor outer indices, using full fitting of |
Module Contents¶
- quimb.experimental.cluster_update.gate_inds_nn_fit(self, G, ind1, ind2, max_bond=None, method='als', pregauge=2, init_simple_guess=True, steps=10, fit_opts=None, contract_opts=None, inplace=False)¶
Gate two nearest neighbor outer indices, using full fitting of reduced tensors with respect to the environment. This is more accurate than a simple reduced gate when restricting the bond dimension.
- Parameters:
G (array_like) – The gate to fit.
ind1 (str) – The indices to gate.
ind2 (str) – The indices to gate.
max_bond (int, optional) – The maximum bond dimension to use. If
None
, use the maximum bond dimension that the tensors currently share.method ({'als', 'autodiff'}, optional) – The method to use for fitting.
pregauge (int, optional) – How many times to locally canonize from the purified environment tensor to both the left and right reduced tensors.
init_simple_guess (bool, optional) – Whether to use a ‘simple update’ guess for the initial guess. This can be quite high quality already if pregauging is used.
steps (int, optional) – The number of steps to use for fitting, can be
0
in which case the initial guess is used, which in conjuction with the envinronment pregauging can still be quite high quality.inplace (bool, optional) – Whether to update the tensor network in place.
contract_opts – Supplied to
contract()
.
- quimb.experimental.cluster_update.gate_inds_nn_fit_¶
- class quimb.experimental.cluster_update.ClusterUpdateNNGen(psi0, ham, tau=0.01, D=None, cluster_radius=1, cluster_fillin=0, gauge_smudge=1e-06, imag=True, gate_opts=None, ordering=None, second_order_reflect=False, compute_energy_every=None, compute_energy_final=True, compute_energy_opts=None, compute_energy_fn=None, compute_energy_per_site=False, callback=None, keep_best=False, progbar=True)¶
Bases:
quimb.tensor.tensor_arbgeom_tebd.SimpleUpdateGen
Cluster update for arbitrary geometry nearest neighbor hamiltonians. This keeps track of simple update style gauges, in order to approximately partial trace beyond
cluster_radius
and form an approximate environment for two nearest neighbor sites that be used to fit the gate with higher quality than simple update only.- cluster_radius = 1¶
- cluster_fillin = 0¶
- gauge_smudge = 1e-06¶
- gate(U, where)¶
Application of a single gate
G
atwhere
.