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Commits on Jan 10, 2024

• Adds a Laplace entropy model using the run-length rice code with an L1 penalty.

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  nicolemitchell

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Commits on Jan 9, 2024

• Updated the README.md to reflect the changes in the pip package build process.

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• Prepare tensorflow_compression_ops package for TF 2.15.

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Commits on Dec 20, 2023

• Fixed mixed precision setting in test.

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Commits on Dec 18, 2023

• Use bash script instead of bazel to collect package files.

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Commits on Jun 6, 2023

• Resolve unsoundness caught by pytype --strict-none-binding.

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  Googler

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Commits on Mar 15, 2023

• Fix instability in mixture distributions if log_prob becomes -inf.

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  Fabian Mentzer

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Commits on Feb 15, 2023

• Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.

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  nkovela1

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Commits on Jan 16, 2023

• Fixes breakage involving passing a TF tensor to SciPy.

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  Johannes Ballé

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Commits on Dec 1, 2022

• Adds op for stochastic rounding.

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  Johannes Ballé

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Commits on Nov 10, 2022

• Addresses precision issues in unit tests on A100 platform.

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  Johannes Ballé

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Commits on Nov 3, 2022

• Added tf.control_dependencies() context managers around tf.debugging.assert* ops.

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  ssjhv

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Commits on Oct 3, 2022

• Internal change

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Commits on Sep 14, 2022

• Updates `estimate_tails` to avoid infinite loops and find better solutions:

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  minnend

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Commits on Aug 13, 2022

• Add support for the use case of laplace_tail_mass being a tf.Tensor, e.g., as set by a schedule during model training.

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Commits on Jul 20, 2022

• Fix new type errors in Python 3.10.

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Commits on Jul 17, 2022

• Disable variable shape check for better interoperability with SavedModel().

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  lucastheis

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Commits on Jul 12, 2022

• Update (experimental) `laplace_tail_mass` to use NoisyLaplace instead of Laplace.

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  relational

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Commits on May 30, 2022

• Documentation tweaks.

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  Johannes Ballé

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Commits on May 19, 2022

• Adds a unit test for quantization offset heuristic with noisy distributions.

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  Johannes Ballé

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Commits on May 18, 2022

• Docstring/namespace fixes.

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  Johannes Ballé

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Commits on May 17, 2022

• Some minor fixes.

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  Johannes Ballé

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Commits on May 12, 2022

• Normalizes power law entropy model penalty differently.

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  Johannes Ballé

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Commits on May 10, 2022

• Adds power law entropy model for use with run-length gamma code.

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  Johannes Ballé

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Commits on Apr 11, 2022

• Use the sub-packages to organize the tfc api.

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  MarkDaoust

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Commits on Apr 1, 2022

• Allow disabling sanity check.

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  Johannes Ballé

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Commits on Mar 28, 2022

• Minor updates to build system.

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  Johannes Ballé

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Commits on Mar 2, 2022

• Adds run-length gamma encode and decode ops.

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  nicolemitchell

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Commits on Feb 16, 2022

• Adds mixed precision support to example models.

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  Johannes Ballé

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Commits on Feb 9, 2022

• Explicitly fall back on floatx() in case compute_dtype is None.

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  Johannes Ballé

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• Enables mixed precision training.

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  Johannes Ballé

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Commits on Feb 3, 2022

• Extends TFCI format to models that support multiple RD tradeoffs with one transform.

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  Johannes Ballé

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Commits on Jan 26, 2022

• Fixes tfp.Distribution._parameter_properties inheritance warning.

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  Johannes Ballé

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• Fixes unit test timeouts.

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  Johannes Ballé

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• Revises logic for offset heuristic.

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  Johannes Ballé

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