def testWriteRead(self):
tm1 = TemporalMemory(
columnDimensions=(32,),
cellsPerColumn=4,
activationThreshold=3,
initialPermanence=0.21,
connectedPermanence=0.50,
minThreshold=2,
maxNewSynapseCount=3,
permanenceIncrement=0.1,
permanenceDecrement=0.1,
predictedSegmentDecrement=0.0,
seed=42
)
self.serializationTestPrepare(tm1)
proto1 = TemporalMemoryProto_capnp.TemporalMemoryProto.new_message()
tm1.write(proto1)
# Write the proto to a temp file and read it back into a new proto
with tempfile.TemporaryFile() as f:
proto1.write(f)
f.seek(0)
proto2 = TemporalMemoryProto_capnp.TemporalMemoryProto.read(f)
# Load the deserialized proto
tm2 = TemporalMemory.read(proto2)
self.assertEqual(tm1, tm2)
self.serializationTestVerify(tm2)
def testWriteRead(self):
tm1 = TemporalMemory(
columnDimensions=(32,),
cellsPerColumn=4,
activationThreshold=3,
initialPermanence=0.21,
connectedPermanence=0.50,
minThreshold=2,
maxNewSynapseCount=3,
permanenceIncrement=0.1,
permanenceDecrement=0.1,
predictedSegmentDecrement=0.0,
seed=42
)
self.serializationTestPrepare(tm1)
proto1 = TemporalMemoryProto_capnp.TemporalMemoryProto.new_message()
tm1.write(proto1)
# Write the proto to a temp file and read it back into a new proto
with tempfile.TemporaryFile() as f:
proto1.write(f)
f.seek(0)
proto2 = TemporalMemoryProto_capnp.TemporalMemoryProto.read(f)
# Load the deserialized proto
tm2 = TemporalMemory.read(proto2)
self.assertEqual(tm1, tm2)
self.serializationTestVerify(tm2)
def testReadTestFile(self):
with open("TemporalMemorySerializationWrite.tmp", "r") as f:
proto = TemporalMemoryProto_capnp.TemporalMemoryProto.read(f)
# Load the deserialized proto
tm = TemporalMemory.read(proto)
self.serializationTestVerify(tm)
def testReadTestFile(self):
with open("TemporalMemorySerializationWrite.tmp", "r") as f:
proto = TemporalMemoryProto_capnp.TemporalMemoryProto.read(f)
# Load the deserialized proto
tm = TemporalMemory.read(proto)
self.serializationTestVerify(tm)
