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We would like to be able to train a model with dp-sgd from TF Privacy. However these custom optimizers (e.g. DPGradientDescentGaussianOptimizer) are not supported out of the box in tf.keras.optimizers so they can't be easily exported to SavedModel.
Description
We would like to be able to train a model with dp-sgd from TF Privacy. However these custom optimizers (e.g. DPGradientDescentGaussianOptimizer) are not supported out of the box in
tf.keras.optimizers
so they can't be easily exported toSavedModel
.Objectives/Key Results
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