Version 1.14.0
September 6, 2023 ยท View on GitHub
Major Features and Improvements
- Added python 3.10 support.
Breaking Changes
Placeholder(and_PlaceholderOperator) are no longerJsonable.- Optimize MLMD register type to one call in most time instead of two calls.
For Pipeline Authors
- N/A
For Component Authors
- Replace "tf_estimator" with "tfma_eval" as the identifier for tfma EvalSavedModel. "tf_estimator" is now serves as the identifier for the normal estimator model with any signature (by default 'serving').
Deprecations
- N/A
Bug Fixes and Other Changes
- Apply latest TFX image vulnerability resolutions (base OS and software updates)
Dependency Updates
| Package Name | Version Constraints | Previously (in v1.13.0) | Comments |
|---|---|---|---|
tensorflow-hub | >=0.9.0,<0.14 | >=0.9.0,<0.13 | |
pyarrow | >=10,<11 | >=6,<7 | |
apache-beam | >=2.40,<3 | >=2.47,<3 | |
scikit-learn | >=1.0,<2 | >=0.23,<0.24 | |
google-api-core | <3 | <1.33 | |
google-cloud-aiplatform | >=1.6.2,<2 | >=1.6.2,<1.18 | |
tflite-support | >=0.4.3,<0.4.5 | >=0.4.2,<0.4.3 | |
pyyaml | >=6,<7 | >=3.12,<6 | Issue with installation of PyYaml 5.4.1. (https://github.com/yaml/pyyaml/issues/724) |
tensorflow | >=2.13,<2.14 | >=2.12,<2.13 | |
tensorflowjs | >=4.5,<5 | >=3.6.0,<4 |
Documentation Updates
- N/A