Roadmap¶

Planned¶

Expand deployment-readiness reporting beyond the basic validation guide: operator inventory, dtype/shape summaries, stricter shape-inference checks, and reusable report artifacts for exported models.
Extend target-oriented validation guidance beyond the documented ONNX Runtime CPU and Web/WASM flows, especially for mobile deployments where practical.
Broaden capability-matrix coverage across dtype and shape variants, including BF16, dynamic dimensions, and non-square inputs.
Add focused end-to-end deployment examples for small vision, RL-style, and numerical models.
Continue targeted coverage work for JAX, Flax NNX/Linen, Equinox, SotA examples, and physics/simulation use cases.

Add targeted Opset 27 coverage: Preserve the Opset 23 default while using native FP16/BF16 Range for opset=27 exports and keeping older exports on the cast fallback; cover new JAX 0.10 resize methods where the ONNX mapping is exact.
Centralize JAX internal API compatibility: Add a package-level JAX compatibility layer, migrate direct jax.core / jax.extend.core usage across converter and plugin code, and guard Literal resolution across JAX layout differences so JAX internal API moves are handled in one place.
Validate declared lower bounds in CI: Raise the installable minimum JAX version to 0.8.1 for Flax/NNX 0.12.1 compatibility, add a minimum-dependency workflow job, and cover the lower-bound installer with focused tests.
Refresh the validation stack: Update the documented runtime stack to JAX 0.10.2, Equinox 0.13.8, ONNX 1.22.0, ONNX Runtime 1.27.0, and keep Web validation on the latest stable onnxruntime-web release until a matching 1.27.x Web package is published.

See Past Versions for the full release archive.