I can't figure out how to get back a model from an AutoQKeras search in one script, when in another script. I tried to use qmodel.save('qmodel') and qmodel = load_qmodel('qmodel'), but I get these errors.
Traceback (most recent call last):
File "code/auto_qkeras.py", line 578, in <module>
aqk_model = load_qmodel('qmodel')
File "/home/berian/.local/lib/python3.8/site-packages/qkeras/utils.py", line 928, in load_qmodel
qmodel = tf.keras.models.load_model(filepath, custom_objects=custom_objects,
File "/usr/local/lib/python3.8/dist-packages/keras/utils/traceback_utils.py", line 67, in error_handler
raise e.with_traceback(filtered_tb) from None
File "/usr/local/lib/python3.8/dist-packages/keras/saving/saved_model/load.py", line 1008, in revive_custom_object
raise ValueError(
ValueError: Unable to restore custom object of type _tf_keras_metric. Please make sure that any custom layers are included in the `custom_objects` arg when calling `load_model()` and make sure that all layers implement `get_config` and `from_config`.
Following the AutoQKeras guide https://github.com/google/qkeras/blob/master/notebook/AutoQKeras.ipynb, there is an example for saving/loading weights into a QKeras model object. However, I won't have the model object from the AutoQKeras searchin a different script, so using qmodel.load_weights("qmodel.h5") is not feasible. I have also noticed that when I make my own QKeras model object, qmodel.save(...) and qmodel = load_qmodel(...) work just fine.
Maybe there are some extra options I need to add to theload_qmodel(...) function? Or is there a better way altogether to transfer qmodel the object from one script to another?
I can't figure out how to get back a model from an AutoQKeras search in one script, when in another script. I tried to use
qmodel.save('qmodel')andqmodel = load_qmodel('qmodel'), but I get these errors.Following the AutoQKeras guide https://github.com/google/qkeras/blob/master/notebook/AutoQKeras.ipynb, there is an example for saving/loading weights into a QKeras model object. However, I won't have the model object from the AutoQKeras searchin a different script, so using
qmodel.load_weights("qmodel.h5")is not feasible. I have also noticed that when I make my own QKeras model object,qmodel.save(...)andqmodel = load_qmodel(...)work just fine.Maybe there are some extra options I need to add to the
load_qmodel(...)function? Or is there a better way altogether to transfer qmodel the object from one script to another?