def test_hicann_copy(self):
import copy
h = redman.Hicann()
h2 = copy.deepcopy(h)
self.assertEqual(h, h2)
# change something to ensure that it's not a mere pointer copy
h.neurons().disable(NeuronOnHICANN())
self.assertNotEqual(h, h2)
def inject_disabled_component(self, attr, it):
hicann = pyredman.Hicann()
for component in it:
getattr(hicann, attr)().disable(component)
# Note: Overwrites values set by prior calls
self.marocco.defects.inject(self.chip, hicann)
def test_hicann_pickle(self):
import pickle
h = redman.Hicann()
h_str = pickle.dumps(h)
h2 = pickle.loads(h_str)
self.assertEqual(h, h2)
# change something to ensure that it's not a mere pointer copy
h.neurons().disable(NeuronOnHICANN())
self.assertNotEqual(h, h2)
def test_loss_in_wafer_routing(self, mode):
h0 = HICANNGlobal(HICANNOnWafer(Enum(0)), Wafer(33))
h1 = HICANNGlobal(HICANNOnWafer(Enum(1)), Wafer(33))
# disable all horizontal buses on h0
hicann = pyredman.Hicann()
for hbus in iter_all(HLineOnHICANN):
hicann.hbuses().disable(hbus)
self.marocco.defects.set(pyredman.Wafer())
self.marocco.defects.wafer().inject(h0, hicann)
pynn.setup(marocco=self.marocco)
n1 = 100
n2 = 100
p1 = pynn.Population(n1, pynn.EIF_cond_exp_isfa_ista)
p2 = pynn.Population(n2, pynn.EIF_cond_exp_isfa_ista)
self.marocco.manual_placement.on_hicann(p1, h0)
self.marocco.manual_placement.on_hicann(p2, h1)
n_post = 10
if mode == "Population":
src = p1
tgt = p2
exp_loss = len(src) * n_post
elif mode == "PopulationView":
src = p1[n1 // 2:n1]
tgt = p2[n2 // 2:n2]
exp_loss = len(src) * n_post
elif mode == "Assembly":
src = pynn.Assembly(p1, p2)
tgt = p2
exp_loss = len(p1) * n_post
conn = pynn.FixedNumberPostConnector(n_post,
allow_self_connections=True,
weights=1.)
proj = pynn.Projection(src, tgt, conn, target='excitatory')
pynn.run(100)
pynn.end()
# check stats
self.assertEqual(exp_loss,
self.marocco.stats.getSynapseLossAfterL1Routing())
self.assertEqual(exp_loss, self.marocco.stats.getSynapseLoss())
# check weight matrices
orig_weights = proj.getWeights(format="array")
mapped_weights = self.marocco.stats.getWeights(proj)
lost_syns = np.logical_and(np.isfinite(orig_weights),
np.isnan(mapped_weights))
self.assertEqual(exp_loss, np.count_nonzero(lost_syns))