Keras v3.12.2

v3.12.2
Added 2
  • Added path validation when extracting assets from Orbax checkpoints
  • Detect loops in the graph when deserializing a functional model
Changed 3
  • Disallow external links and virtual datasets in H5 files
  • Apply H5 validation to legacy .h5 file extraction
  • Improve error reporting for missing nodes in the graph during functional model deserialization
Fixed 4
  • Fixed base folder used when validating files extracted from ZIP and TAR archives
  • Fixed link resolution bug when validating links extracted from TAR archives
  • Fixed path confusion bug when validating files extracted from ZIP and TAR archives including .keras files
  • Fixed lazy module import handling for h5py to ensure correct and safe validation behavior when the package is lazy-loaded
Removed 1
  • Remove deprecated openvino.runtime import
Saving & Reloading
  • Harden path and link resolution when extracting files from archives (#22194 & #22839)
    • Fixed based folder used when validating files extracted from ZIP and TAR archives.
    • Fixed link resolution bug when validating links extracted from TAR archives.
    • Fixed path confusion bug when validating files extracted from ZIP and TAR archives (including .keras files).
    • Added path validation when extracting assets from Orbax checkpoints.
  • Harden H5 validation code and apply it to legacy .h5 files (#22801)
    • Disallow external links and virtual datasets in H5 files.
    • Also apply all the validation to the legacy .h5 file extraction.
  • Improve validation and error reporting in functional model deserialization (#22800)
    • Detect loops in the graph when deserializing a functional model.
    • Improve error reporting for missing nodes in the graph.
Other Fixes
  • Fix lazy module import for h5py
    • Fixed lazy module import handling for h5py to ensure correct and safe validation behavior when the package is lazy-loaded.
  • Remove deprecated openvino.runtime import (#21826)
What's Changed

Full Changelog: https://github.com/keras-team/keras/compare/v3.12.1...v3.12.2

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