using-xtrax - Build, run, analyze, and export xtrax JAX pipelines
Guides JAX pipeline development with xtrax, including batching, execution, training, CLI composition, configuration, analysis, sparsification, and ahead-of-time export.
Tags
Updated: 2026-10-03Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Validate xtrax compatibility
- Design batching plans
- Compose pipeline boundaries
- Validate plan topology
- Execute map and scan axes
- Configure TOML-driven runs
- Run training workflows
- Analyze plans with EDA
- Infer signatures and bundles
- Sparsify models
- Compose CLI verbs
- Export pipelines ahead of time
Inputs
- JAX pipeline code
- Domain library code
- TOML configuration
- Model and input data
- CLI arguments
- Optional xtrax extras
Outputs
- Batch plans and explanations
- Topology validation results
- Pipeline and training run status
- Saved run state
- Zarr-backed outputs
- Native, wasm32, or SPIR-V export artifacts
- CLI reports
Requirements
- xtrax 0.4.0-compatible installation
- Compatible JAX and JAXLIB versions
- Required xtrax dependencies
- xtrax[eda] for visualization
- xtrax[io] for Zarr sinks and digests
- xtrax[cli] for CLI verbs
- xtrax[export] for IREE export