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I would like to save a keras model in a folder. I can not figure out how to save the weights of my models because I do not find the correct filepath.
The needed code to achieve this goal is :
Even with this syntax :
path = str(trained_LSTM_info['accessInfo']['root'])
I can not use the syntax because I am on HDFS :
Do you have the correct syntax ?
Thank you very much.
Keras can only save H5 files to a regular filesystem, not to arbitrary storage locations.
You can either (recommended) switch your managed folder to a local folder, or:
* Save weights to a local file
* Then upload the models file to the managed folder using folder.upload_file(path_of_the_local_file, "path_in_the_managed_folder"). You'll need to use something like that for retrieving the file in the scoring recipe:
with open("localfile", "wb") as out:
with folder.get_download_stream("path-of-the-h5-file") as in: