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Layer weight shape (3, 3, 3, 64) not compatible with provided weight shape (64, 3, 3, 3) #51

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meryemjanati opened this issue Mar 10, 2018 · 1 comment

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@meryemjanati
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hi when i run this code i got the following error:

f = h5py.File(weights_path)
for k in range(f.attrs['nb_layers']):
if k >= len(model.layers):
# we don't look at the last (fully-connected) layers in the savefile
break
g = f['layer_{}'.format(k)]
weights = [g['param_{}'.format(p)] for p in range(g.attrs['nb_params'])]

model.layers[k].set_weights(weights)

f.close()

ValueError: Layer weight shape (3, 3, 3, 64) not compatible with provided weight shape (64, 3, 3, 3)

i tried this code with both theano and tensorflow but got the same error i tried also 'convert_kernel' but didn't work also any help please?

@krishiggins
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#39

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