Skip to content

TensorFlow Model Optimization 0.3.0

Compare
Choose a tag to compare
@alanchiao alanchiao released this 07 Apr 20:30

This is the final release of TensorFlow Model Optimization 0.3.0.

Keras quantization API:

  • This includes the initial release of the Keras quantization API.
  • Tested against TensorFlow nightly

Keras pruning API:

  • Features:
    • Added support for TensorFlowOpLayer
  • Bugs Fixes:
    • Fixed edge case of propagating training=True to BatchNormalization layer when the arg is passed to call
      function instead of relying on tf.keras.backend.learning_phase().
    • Removed usage of _log_metrics API, which is no longer available in TF 2.2.0+.
  • Tested against TensorFlow nightly, 1.14.0 and 2.0.0.