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TensorFlow Model Optimization 0.5.0
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@nutsiepully nutsiepully released this 14 Sep 04:46
· 378 commits to master since this release
v0.5.0
973f5b3

Actual commit for release: 525accb.

TFMOT 0.5.0 adds some additional features for Quantization Aware Training. QAT now supports Keras layers SeparableConv2D and SeparableConv1D. It also provides a new Quantizer AllValuesQuantizer which allows for more flexibility with range selection.

Keras clustering API:
Tested against TensorFlow 1.14.0 and 2.3.0 with Python 3.

Keras quantization API:
Tested against TensorFlow 2.3.0 with Python 3.

Keras pruning API:
Tested against TensorFlow 1.14.0 and 2.3.0 with Python 3.

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