hi ,Marek Otahal
  Thank you for your help , my testing data is 120*230 images ,so i change the 
inputWidth=27600, when i use the parameters as following:
    "columnCount": 12288,
    "spatialImp": "cpp",
    "inputWidth": 27600,
    "spVerbosity": 1,
    "synPermConnected": 0.4,
    "synPermActiveInc": 0.001,
    "synPermInactiveDec": 0.0005,
    "seed": 1956,
    "numActiveColumnsPerInhArea": 2400,
    "globalInhibition": 1,
    "potentialPct": 0.4,
    "maxBoost": 1.0
and  i save the network ,i got the error :

Traceback (most recent call last):
  File "/Users/tony/nupic.vision/nupic/vision/mnist/run_mnist_experiment.py", 
line 833, in <module>
    trainNetworkWHZ(net,netName,"mnist/whz_video")
  File "/Users/tony/nupic.vision/nupic/vision/mnist/run_mnist_experiment.py", 
line 405, in trainNetworkWHZ
    net.save(networkFile)
  File 
"/Library/Python/2.7/site-packages/nupic-0.3.3-py2.7.egg/nupic/engine/__init__.py",
 line 721, in save
    engine.Network.save(self, *args, **kwargs)
  File 
"/Library/Python/2.7/site-packages/nupic.bindings-0.2.1-py2.7-macosx-10.9-intel.egg/nupic/bindings/engine_internal.py",
 line 1082, in save
    return _engine_internal.Network_save(self, *args, **kwargs)
SystemError: NULL result without error in PyObject_Call
Process finished with exit code 1

 I think that  maybe the parameter “columnCount" result the error,so i increase 
columnCount to 122880, the result is what i write as the previous email .
I have send email to scott as your suggestion , and can you explain the reason 
for the above error?  the max number of column  that i can create is ?
thank you for your explantion 



> 在 2015年10月16日,13:39,Marek Otahal <[email protected]> 写道:
> 
> large file serialization problem

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