About error in concat #8
Description
Hi, I am trying to run your code with the CAT2000 data. However, I receive this error.
Traceback (most recent call last):
File "main.py", line 63, in
m = Model(input=[x, x_maps], output=sam_resnet([x, x_maps]))
File "/home/jacky/sam/models.py", line 140, in sam_resnet
concateneted = merge([att_convlstm, priors1], mode='concat', concat_axis=1)
File "/usr/local/lib/python2.7/dist-packages/keras/engine/topology.py", line 1528, in merge
name=name)
File "/usr/local/lib/python2.7/dist-packages/keras/engine/topology.py", line 1186, in init
node_indices, tensor_indices)
File "/usr/local/lib/python2.7/dist-packages/keras/engine/topology.py", line 1253, in _arguments_validation
'Layer shapes: %s' % (input_shapes))
Exception: "concat" mode can only merge layers with matching output shapes except for the concat axis. Layer shapes: [(None, 512, 30, 512), (None, 16, 30, 40)]
I have set my library as the same as the requirement, which is Theano==0.9 and Keras==1.1.
Please advise. Thanks a lot.
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marcellacornia commentedon Dec 4, 2017
Hi @jackyhkust,
thanks for downloading our code.
Have you checked the
keras.jsonfile? It should be in the following format:{ "image_dim_ordering": "th", "epsilon": 1e-07, "floatx": "float32", "backend": "theano" }back-kh commentedon Jan 22, 2018
hello @marcellacornia
I have similar issue but when i changed "image_dim_ordering": "th" in keras.json follow this :
{
"floatx": "float32",
"epsilon": 1e-07,
"backend": "theano",
"image_data_format": "channels_last",
"image_dim_ordering": "th"
}
i got this error :
Using Theano backend.
/home/nimol/venv3/lib/python3.6/site-packages/keras/backend/theano_backend.py:1282: UserWarning: DEPRECATION: the 'ds' parameter is not going to exist anymore as it is going to be replaced by the parameter 'ws'.
mode='max')
/home/nimol/venv3/lib/python3.6/site-packages/keras/backend/theano_backend.py:1282: UserWarning: DEPRECATION: the 'st' parameter is not going to exist anymore as it is going to be replaced by the parameter 'stride'.
mode='max')
/home/nimol/venv3/lib/python3.6/site-packages/keras/backend/theano_backend.py:1282: UserWarning: DEPRECATION: the 'padding' parameter is not going to exist anymore as it is going to be replaced by the parameter 'pad'.
mode='max')
Compiling SAM-ResNet
Traceback (most recent call last):
File "main.py", line 119, in
raise NotImplementedError
NotImplementedError
My keras : 1.1.0 and theano 0.9
i am waiting your help .Thank you
marcellacornia commentedon Jan 22, 2018
Hi @Thuonnimol,
thanks for downloading our code.
First, you have to remove
"image_data_format": "channels_last"from yourkeras.jsonfile.The
NotImplementedErroris probably due to a wrong parameter when running the code. For testing, the correct format is:python main.py test path/to/images/folder/wherepath/to/images/folder/is the path of a folder containing the images for which you want to calculate the saliency maps.back-kh commentedon Jan 22, 2018
hello @marcellacornia thank you for your answer .
Now,i will try
back-kh commentedon Jan 22, 2018
Hello @marcellacornia now it's working ,thank you