CODEWITHSUNDEEP
pythontensorflowkeras
user11585758
user11585758

Reputation:

TypeError: 'InputLayer' object is not iterable

I am getting error when plotting my model. My code is 

from keras.utils import plot_model
plot_model(model, to_file='model.png')

Showing error

1 frames /usr/local/lib/python3.6/dist-packages/keras/utils/vis_utils.py in model_to_dot(model, show_shapes, show_layer_names, rankdir, expand_nested, dpi, subgraph) 167 node_key = layer.name + '_ib-' + str(i) 168 if node_key in model._network_nodes: --> 169 for inbound_layer in node.inbound_layers: 170 inbound_layer_id = str(id(inbound_layer)) 171 if not expand_nested: TypeError: 'InputLayer' object is not iterable

My keras model summary is

    Model: "PneumoniaModel"
_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
input_1 (InputLayer)         [(None, 84, 84, 1)]       0         
_________________________________________________________________
zero_padding2d (ZeroPadding2 (None, 90, 90, 1)         0         
_________________________________________________________________
conv0 (Conv2D)               (None, 84, 84, 32)        1600      
_________________________________________________________________
bn0 (BatchNormalization)     (None, 84, 84, 32)        128       
_________________________________________________________________
activation (Activation)      (None, 84, 84, 32)        0         
_________________________________________________________________
pool0 (MaxPooling2D)         (None, 42, 42, 32)        0         
_________________________________________________________________
flatten (Flatten)            (None, 56448)             0         
_________________________________________________________________
fc (Dense)                   (None, 1)                 56449     
=================================================================
Total params: 58,177
Trainable params: 58,113
Non-trainable params: 64

Upvotes: 0

Views: 3066

Answers (1)

user11585758
user11585758

Reputation:

I had just solved it,

Error was in importing instead of 

from tensorflow.keras.utils import  plot_model

I was importing

from keras.utils import plot_model

I was using tensorflow 2.0 in my model so it solved.

Upvotes: 2

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