pypi / coremltools
coremltools
What changed in coremltools 9, from its official release notes, upgrade guides and advisories. Sources checked 2026-10-18.
3 new APIs and options1 performance3 behavior and defaults4 fixes and other
See which of these apply to your code, ranked, in your agent:
npx @unstale/cli initcoremltools 911 changes
New APIs and options 3
The AllowLowPrecisionAccumulationOnGPU optimization hint is available.
Model inputs and outputs can use the int8 dtype.
Models can be read and written with state.
Performance 1
The PyTorch im2col operation is optimized.
Behavior and default changes 3
Additional metadata is automatically added to converted models.
iOS 26, macOS 26, watchOS 26, and tvOS 26 deployment targets are supported.
Python 3.13 is supported.
Fixes and other changes 4
Lowering was fixed for symbolic and dynamic shapes.
ExecuTorch 0.5 is supported.
PyTorch 2.7 is supported.
A bug related to upsample_bilinear was fixed.