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Add update about new vectorized TF 2 optimizer to README.md
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schien1729 authored and tensorflower-gardener committed Dec 28, 2020
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Expand Up @@ -9,6 +9,16 @@ The TensorFlow Privacy library is under continual development, always welcoming
contributions. In particular, we always welcome help towards resolving the
issues currently open.

## Latest Updates

2020-12-21: A new
[vectorized version of the TF 2 optimizer](https://github.com/tensorflow/privacy/blob/master/tensorflow_privacy/privacy/optimizers/dp_optimizer_keras_vectorized.py)
is available, which can deliver much faster performance. We recommend trying it
first, and to fall back to using the original non-vectorized version only if
this fails. We are thankful to the
[authors of this paper](https://arxiv.org/abs/2010.09063) for spurring this
change.

## Setting up TensorFlow Privacy

### Dependencies
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