pypi / tensorflow
tensorflow
What changed in tensorflow 2, from its official release notes, upgrade guides and advisories. Sources checked 2026-10-18.
2 breaking6 new APIs and options3 behavior and defaults2 fixes and other
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npx @unstale/cli inittensorflow 213 changes
Breaking changes 2
Support for Python 3.9 has been removed, so developers must use a supported Python version.
The TensorBoard dependency has been removed from TensorFlow.
New APIs and options 6
The NOT_EQUAL operator adds int16x8 support in tf.lite.
The SQRT operator adds int8 support in tf.lite.
The SQRT operator adds int16x8 support in tf.lite.
tf.data adds NoneTensorSpec to the public API so None values in element_spec can be identified with isinstance.
tfl.cast adds support for int2 and int4.
tf.lite adds support for the uint4 type.
Behavior and default changes 3
The EQUAL operator adds int16x8 support in tf.lite.
tf.image.decode_image adds JPEG XL support.
tfl.fully_connected adds support for SRQ int2.
Fixes and other changes 2
tf.lite adds support for the int2 type.
tfl.slice adds support for int4.