Unable to Run the script on Mac Python3

[jve2kor]

Syed,

could you help me out in understanding the issue? I am using python3

TensorFlow backend. /Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/legacy/interfaces.py:86: UserWarning: Update yourConv2Dcall to the Keras 2 API:Conv2D(padding="valid", batch_input_shape=[None, 28,..., kernel_regularizer=None, trainable=True, name="convolution2d_1", input_dtype="float32", use_bias=True, strides=[1, 1], data_format="channels_last", kernel_initializer="glorot_uniform", bias_regularizer=None, kernel_constraint=None, kernel_size=(3, 3), bias_constraint=None, activation="linear", filters=32, activity_regularizer=None) ' call to the Keras 2 API: ' + signature) Traceback (most recent call last): File "app.py", line 32, in model, graph = init() File "/Users/venkateshwarreddyjambula/Documents/Udacity/capstone/how_to_deploy_a_keras_model_to_production-master/model/load.py", line 12, in init loaded_model = model_from_json(loaded_model_json) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/models.py", line 325, in model_from_json return layer_module.deserialize(config, custom_objects=custom_objects) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/layers/init.py", line 46, in deserialize printable_module_name='layer') File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/utils/generic_utils.py", line 141, in deserialize_keras_object return cls.from_config(config['config']) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/models.py", line 1186, in from_config layer = layer_module.deserialize(conf) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/layers/init.py", line 46, in deserialize printable_module_name='layer') File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/utils/generic_utils.py", line 141, in deserialize_keras_object return cls.from_config(config['config']) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/engine/topology.py", line 1193, in from_config return cls(*config) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/legacy/interfaces.py", line 87, in wrapper return func(args, kwargs) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/layers/convolutional.py", line 455, in init kwargs) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/layers/convolutional.py", line 100, in init super(_Conv, self).init(**kwargs) File "/Users/venkateshwarreddyjambula/anaconda/envs/aind-dog/lib/python3.5/site-packages/keras/engine/topology.py", line 275, in init raise TypeError('Keyword argument not understood:', kwarg) TypeError: ('Keyword argument not understood:', 'input_dtype') (aind-dog) Venkateshwar-Reddy-Jambulas-MacBook-Air:how_to_deploy_a_keras_model_to_production-master venkateshwarreddyjambula$ `

[moinudeen]

Hey @jve2kor , I think this error must be popping up due to API changes in Keras' latest version. I used python2 and Keras v1.2 to write this. But you seem to be using Keras v2.0. Keras has seen a lot of changes since v1.2 and the model_from_json function used in v1.2 doesn't seem to work with v2.0. Have a look at this thread.