I used theano.typed_list.append to add a theano variable to a typedlist. It
gives me this error: Assertion_Error: (TensorType(int8, 4D),
TensorType(bool, 4D))
I know output_spikes are boolean type. But I don't know how to initialized
total_spikes as the same type.
Related code is below:
output_spikes = new_mem > self.threshold
total_spikes=theano.typed_list.append(total_spikes,output_spikes)
Error message:
Compiling...
Traceback (most recent call last):
File "<ipython-input-7-5c6e5874d546>", line 1, in <module>
runfile('/space/xzhang/MyLasagneCode_CIFAR10/test_convnet_new.py',
wdir='/space/xzhang/MyLasagneCode_CIFAR10')
File
"/usr/local/lib/python2.7/dist-packages/spyder/utils/site/sitecustomize.py",
line 866, in runfile
execfile(filename, namespace)
File
"/usr/local/lib/python2.7/dist-packages/spyder/utils/site/sitecustomize.py",
line 94, in execfile
builtins.execfile(filename, *where)
File "/space/xzhang/MyLasagneCode_CIFAR10/test_convnet_new.py", line 130,
in <module>
main(**kargs)
File "/space/xzhang/MyLasagneCode_CIFAR10/test_convnet_new.py", line 89,
in main
new_mem, output_time, updates, Ntransmittedspikes, total_spikes=
final_dense.get_output()
File "theano_layers.py", line 321, in get_output
inp, time, updates,incomingspike, total_spikes=
self.incoming.get_output()
File "theano_layers.py", line 95, in get_output
inp, time, updates,incomingspike,total_spikes=
self.incoming.get_output()
File "theano_layers.py", line 62, in get_output
inp, time, updates, flattenspike, total_spikes =
self.incoming.get_output()
File "theano_layers.py", line 253, in get_output
inp, time, updates, incomingspikes, total_spikes =
self.incoming.get_output()
File "theano_layers.py", line 152, in get_output
inp, time, updates,incomingspike, total_spikes =
self.incoming.get_output()
File "theano_layers.py", line 253, in get_output
inp, time, updates, incomingspikes, total_spikes =
self.incoming.get_output()
File "theano_layers.py", line 152, in get_output
inp, time, updates,incomingspike, total_spikes =
self.incoming.get_output()
File "theano_layers.py", line 253, in get_output
inp, time, updates, incomingspikes, total_spikes =
self.incoming.get_output()
File "theano_layers.py", line 206, in get_output
total_spikes=theano.typed_list.append(total_spikes,output_spikes)
File "/usr/local/lib/python2.7/dist-packages/theano/gof/op.py", line 615,
in __call__
node = self.make_node(*inputs, **kwargs)
File "/usr/local/lib/python2.7/dist-packages/theano/typed_list/basic.py",
line 145, in make_node
assert x.ttype == toAppend.type, (x.ttype, toAppend.type)
AssertionError: (TensorType(int8, 4D), TensorType(bool, 4D))
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