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tf.GradientTape Explained for Keras Users

A must know guide for advanced optimization in TF 2.0

Available here: https://medium.com/analytics-vidhya/tf-gradienttape-explained-for-keras-users-cc3f06276f22

Requirements

  • Tested in Python 3.7.7 (pretty much any version of Python 3 should work)
  • tensorflow==2.1.0

The code will likely still work with other versions of these packages, but that hasn't been tested. If you have a capable GPU, you can substitute tensorflow with tensorflow-gpu.

conda create -n gradienttape-explained -y python=3.7.7
conda activate gradienttape-explained
conda install -y tensorflow==2.1.0