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JAX FINALIZES CORE API DEPRECATIONS WHILE FP8 MIXED PRECISION LANDS ON MOSAIC GPU
By RepoJournal ยท Filed ยท About Google
JAX is cleaning house on jax.core APIs while shipping native mixed E4M3/E5M2 FP8 support that enterprises using Mosaic GPUs have been waiting for.
The jax.core deprecation finalization [1] closes a long-running cleanup that removes APIs marked for removal, clearing technical debt before the next major version. Simultaneously, Mosaic GPU gains native mixed-precision FP8 operand support [2] through independent .atype/.btype control in wgmma, enabling the exact training recipe used by NVIDIA's Transformer Engine where gradients stay in E5M2 for dynamic range while weights and activations use E4M3 for precision. On the Jaxpr front, a follow-up consolidation [3] pairs with a rollback revert [4], suggesting the core team is stabilizing the Jaxpr/ClosedJaxpr merge that's been churning through iterations. Elsewhere, python-genai shipped v2.11.0 [5] with environment_id network config and new retrieval result steps, while google-cloud-python landed async storage improvements [6] including optional checksum disabling for append performance and bigframes UDF transpiler support [7] for groupby operations.
Action items
- โ Review jax.core deprecation changes before upgrading if you have internal jax.core usage google/jax [plan]
- โ Test FP8 mixed-precision training if running Mosaic GPU workloads google/jax [monitor]
- โ Integrate python-genai v2.11.0 for new retrieval and network config features googleapis/python-genai [plan]
- โ Evaluate async storage checksum disabling in google-cloud-python for append-heavy workloads googleapis/google-cloud-python [monitor]
References
- [1] Finalize deprecation of several `jax.core` APIs โ google/jax
- [2] [Mosaic GPU] Support mixed E4M3/E5M2 FP8 operands in wgmma โ google/jax
- [3] Follow-up to Jaxpr/ClosedJaxpr merge โ google/jax
- [4] rollback of rollback of ClosedJaxpr/Jaxpr merge โ google/jax
- [5] v2.11.0 โ googleapis/python-genai
- [6] feat(storage): add option to disable checksums and improve robustness of full_object_checksum validation โ googleapis/google-cloud-python
- [7] feat(bigframes): Support groupby.agg/transform with udf transpiler โ googleapis/google-cloud-python