Created
June 8, 2013 04:01
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| from nupic.frameworks.opf.clamodel import CLAModel | |
| params = \ | |
| {'clParams': {'alpha': 0.0001, | |
| 'clVerbosity': 0, | |
| 'regionName': 'CLAClassifierRegion', | |
| 'steps': '1,5'}, | |
| 'inferenceType': 'TemporalMultiStep', | |
| 'sensorParams': {'encoders': {'consumption': {'clipInput': True, | |
| 'fieldname': u'consumption', | |
| 'n': 100, | |
| 'name': u'consumption', | |
| 'type': 'AdaptiveScalarEncoder', | |
| 'w': 21}, | |
| 'timestamp_dayOfWeek': {'dayOfWeek': (21, 1), | |
| 'fieldname': u'timestamp', | |
| 'name': u'timestamp_dayOfWeek', | |
| 'type': 'DateEncoder'}, | |
| 'timestamp_timeOfDay': {'fieldname': u'timestamp', | |
| 'name': u'timestamp_timeOfDay', | |
| 'timeOfDay': (21, 1), | |
| 'type': 'DateEncoder'}, | |
| 'timestamp_weekend': {'fieldname': u'timestamp', | |
| 'name': u'timestamp_weekend', | |
| 'type': 'DateEncoder', | |
| 'weekend': 21}}, | |
| 'sensorAutoReset': None, | |
| 'verbosity': 0}, | |
| 'spEnable': True, | |
| 'spParams': {'coincInputPoolPct': 0.5, | |
| 'columnCount': 2048, | |
| 'globalInhibition': 1, | |
| 'inputWidth': 0, | |
| 'numActivePerInhArea': 40, | |
| 'seed': 1956, | |
| 'spVerbosity': 0, | |
| 'synPermActiveInc': 0.10000000000000001, | |
| 'synPermConnected': 0.10000000000000001, | |
| 'synPermInactiveDec': 0.01}, | |
| 'tpEnable': True, | |
| 'tpParams': {'activationThreshold': 16, | |
| 'cellsPerColumn': 32, | |
| 'columnCount': 2048, | |
| 'globalDecay': 0.0, | |
| 'initialPerm': 0.20999999999999999, | |
| 'inputWidth': 2048, | |
| 'maxAge': 0, | |
| 'maxSegmentsPerCell': 128, | |
| 'maxSynapsesPerSegment': 32, | |
| 'minThreshold': 12, | |
| 'newSynapseCount': 20, | |
| 'outputType': 'normal', | |
| 'pamLength': 1, | |
| 'permanenceDec': 0.10000000000000001, | |
| 'permanenceInc': 0.10000000000000001, | |
| 'seed': 1960, | |
| 'temporalImp': 'cpp', | |
| 'verbosity': 0}, | |
| 'trainSPNetOnlyIfRequested': False} | |
| CLAModel(**params) |
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| $ python clamodel_runtime_error.py | |
| ImportError: numpy.core.multiarray failed to import | |
| ERROR: Could not get valid spec for Region: py.RecordSensor [/Users/oxtopus/Desktop/nta/nupic/nta/engine/RegionImplFactory.cpp line 455] | |
| Traceback (most recent call last): | |
| File "clamodel_runtime_error.py", line 59, in <module> | |
| CLAModel(**params) | |
| File "/Users/oxtopus/Desktop/nta/eng/lib/python2.6/site-packages/nupic/frameworks/opf/clamodel.py", line 202, in __init__ | |
| anomalyParams) | |
| File "/Users/oxtopus/Desktop/nta/eng/lib/python2.6/site-packages/nupic/frameworks/opf/clamodel.py", line 1059, in __createCLANetwork | |
| n.addRegion("sensor", "py.RecordSensor", json.dumps(dict(verbosity=sensorParams['verbosity']))) | |
| File "/Users/oxtopus/Desktop/nta/eng/lib/python2.6/site-packages/nupic/engine/__init__.py", line 636, in addRegion | |
| super(Network, self).addRegion(name, nodeType, nodeParams) | |
| File "/Users/oxtopus/Desktop/nta/eng/lib/python2.6/site-packages/nupic/bindings/engine_internal.py", line 1011, in addRegion | |
| return _engine_internal.Network_addRegion(*args, **kwargs) | |
| RuntimeError: Could not get valid spec for Region: py.RecordSensor |
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