def testSensorRegion(self):
results1 = createAndRunNetwork(RecordSensor, "dataOut")
results2 = createAndRunNetwork(RecordSensor, "dataOut",
checkpointMidway=True)
self.compareArrayResults(results1, results2)
def testSensorRegion(self):
results1 = createAndRunNetwork(RecordSensor, "dataOut")
results2 = createAndRunNetwork(RecordSensor,
"dataOut",
checkpointMidway=True)
self.compareArrayResults(results1, results2)
def testSPRegion(self):
results1 = createAndRunNetwork(SPRegion, "bottomUpOut")
results2 = createAndRunNetwork(SPRegion, "bottomUpOut",
checkpointMidway=True)
self.assertEqual(len(results1), len(results2))
for i in xrange(len(results1)):
result1 = list(results1[i].nonzero()[0])
result2 = list(results2[i].nonzero()[0])
self.assertEqual(result1, result2,
"Row {0} not equal: {1} vs. {2}".format(i, result1, result2))
def testTMPyCpp(self):
"""
Test compatibility between C++ and Python TM implementation.
"""
results1 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_cpp")
results2 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_py")
self.compareArrayResults(results1, results2)
def testSPRegion(self):
results1 = createAndRunNetwork(SPRegion, "bottomUpOut")
results2 = createAndRunNetwork(SPRegion,
"bottomUpOut",
checkpointMidway=True)
self.assertEqual(len(results1), len(results2))
for i in xrange(len(results1)):
result1 = list(results1[i].nonzero()[0])
result2 = list(results2[i].nonzero()[0])
self.assertEqual(
result1, result2,
"Row {0} not equal: {1} vs. {2}".format(i, result1, result2))
def testTMPyCpp(self):
"""
Test compatibility between C++ and Python TM implementation.
"""
results1 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_cpp")
results2 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_py")
self.compareArrayResults(results1, results2)
def testTMPyCpp(self):
"""
Test compatibility between C++ and Python TM implementation.
"""
results1 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_py")
# temporalImp="tm_py" here is a temporary placeholder value until C++ TM is
# finished, at which point it should be changed to "cpp"
results2 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_py")
self.compareArrayResults(results1, results2)
def testTMPyCpp(self):
"""
Test compatibility between C++ and Python TM implementation.
"""
results1 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_py")
# temporalImp="tm_py" here is a temporary placeholder value until C++ TM is
# finished, at which point it should be changed to "cpp"
results2 = createAndRunNetwork(TPRegion,
"bottomUpOut",
checkpointMidway=False,
temporalImp="tm_py")
self.compareArrayResults(results1, results2)