def testCreateFromTraceExcludeResets(self): resetTrace = BoolsTrace(self, "resets") resetTrace.data = [True, False, False, True, False, False] metric = Metric.createFromTrace(self.trace, excludeResets=resetTrace) self.assertEqual(metric.title, self.trace.title) self.assertEqual(metric.min, 0) self.assertEqual(metric.max, 5) self.assertEqual(metric.sum, 10) self.assertEqual(metric.mean, 2.5) self.assertEqual(metric.standardDeviation, 1.8027756377319946)
def mmClearHistory(self):
super(TemporalPoolerMonitorMixin, self).mmClearHistory()
self._mmTraces["activeCells"] = IndicesTrace(self, "active cells")
self._mmTraces["sequenceLabels"] = StringsTrace(self, "sequence labels")
self._mmTraces["resets"] = BoolsTrace(self, "resets")
self._sequenceRepresentationDataStale = True
def mmClearHistory(self):
super(SpatialPoolerMonitorMixin, self).mmClearHistory()
self._mmTraces["activeColumns"] = IndicesTrace(self, "active columns")
self._mmTraces["activeInputs"] = IndicesTrace(self, "active inputs")
self._mmTraces["numConnections"] = CountsTrace(self, "connections")
self._mmTraces["learn"] = BoolsTrace(self, "learn")
initialPermanence = numpy.zeros((self._numColumns, self._numInputs),
dtype=realDType)
for c in range(self._numColumns):
self.getPermanence(c, initialPermanence[c, :])
self._mmData["initialPermanence"] = initialPermanence
def mmClearHistory(self):
super(TemporalMemoryMonitorMixin, self).mmClearHistory()
self._mmTraces["predictedCells"] = IndicesTrace(
self, "predicted cells")
self._mmTraces["activeColumns"] = IndicesTrace(self, "active columns")
self._mmTraces["predictiveCells"] = IndicesTrace(
self, "predictive cells")
self._mmTraces["numSegments"] = CountsTrace(self, "# segments")
self._mmTraces["numSynapses"] = CountsTrace(self, "# synapses")
self._mmTraces["sequenceLabels"] = StringsTrace(
self, "sequence labels")
self._mmTraces["resets"] = BoolsTrace(self, "resets")
self._mmTransitionTracesStale = True
def mmClearHistory(self):
super(UnionTemporalPoolerMonitorMixin, self).mmClearHistory()
self._mmTraces["unionSDR"] = IndicesTrace(self, "union SDR")
self._mmTraces["sequenceLabels"] = StringsTrace(self, "sequence labels")
self._mmTraces["resets"] = BoolsTrace(self, "resets")
self._mmTraces["connectionsPerColumnMetric"] = MetricsTrace(
self, "connections per column (metric)")
self._mmData["unionSDRDutyCycle"] = numpy.zeros(self.getNumColumns(), dtype=realDType)
self._mmData["persistenceDutyCycle"] = numpy.zeros(self.getNumColumns(), dtype=realDType)
self._mmTraces["numConnections"] = CountsTrace(self, "connections")
self._sequenceRepresentationDataStale = True
def mmClearHistory(self):
super(ColumnPoolerMonitorMixin, self).mmClearHistory()
self._mmTraces["activeCells"] = IndicesTrace(self, "active cells")
self._mmTraces["numDistalSegments"] = CountsTrace(
self, "# distal segments")
self._mmTraces["numDistalSynapses"] = CountsTrace(
self, "# distal synapses")
self._mmTraces["numConnectedDistalSynapses"] = CountsTrace(
self, "# connected distal synapses")
self._mmTraces["numProximalSynapses"] = CountsTrace(
self, "# proximal synapses")
self._mmTraces["numConnectedProximalSynapses"] = CountsTrace(
self, "# connected proximal synapses")
self._mmTraces["sequenceLabels"] = StringsTrace(
self, "sequence labels")
self._mmTraces["resets"] = BoolsTrace(self, "resets")
self._mmTransitionTracesStale = True