def test_checkpointing(nprocs, proposal_name):
"""Performs the same checkpointing test as for the PTSampler.
"""
model = Model()
proposal = _setup_proposal(model, proposal_name)
_test_checkpointing(Model, nprocs, proposals=[proposal],
init_iters=STABILITY_DURATION-2)
def test_checkpointing(nprocs, proposal_name):
"""Performs the same checkpointing test as for the PTSampler, but using
the adaptive normal proposal.
"""
model = Model()
proposal = _setup_proposal(model, proposal_name)
_test_checkpointing(Model, nprocs, proposals=[proposal])
def test_checkpointing(proposal_name, nprocs):
"""Performs the same checkpointing test as for the PTSampler, but using
the angular proposal.
"""
model = AngularModel()
proposal = _setup_proposal(proposal_name, model.params)
_test_checkpointing(AngularModel, nprocs, proposals=[proposal])
def test_checkpointing(proposal_name, nprocs):
"""Performs the same checkpointing test as for the PTSampler, but using
the adaptive normal proposal.
"""
model = Model()
proposal = _setup_proposal(proposal_name, model.params, model.prior_bounds)
_test_checkpointing(Model, nprocs, proposals=[proposal])
def test_checkpointing(td_proposal, birth_dist, nprocs):
"""Performs the same checkpointing test as for the PTSampler, but using
the adaptive normal proposal.
"""
model = PolynomialRegressionModel()
proposal = _setup_proposal(model, td_proposal, birth_dist)
_test_checkpointing(PolynomialRegressionModel,
nprocs,
proposals=[proposal])
def test_checkpointing(proposal_name, nprocs):
"""Performs the same checkpointing test as for the PTSampler, but using
the adaptive normal proposal.
"""
model = Model()
proposal = _setup_proposal(model, proposal_name, model.prior_bounds)
_test_checkpointing(Model,
nprocs,
proposals=[proposal],
init_iters=STABILITY_DURATION)
def test_checkpointing(nprocs, proposal_name):
"""Performs the same checkpointing test as for the PTSampler.
"""
model = SolidAngleModel()
proposal = _setup_proposal(model, proposal_name)
_test_checkpointing(SolidAngleModel, nprocs, proposals=[proposal])
