
DOCS . JAX . DEV {
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Title:
Omnistaging — JAX documentation
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4 years and 8 months (reg. 2020-11-01).
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Keywords {🔍}
omnistaging, jax, constant, xla, code, jit, operations, staged, tracer, jaxnumpy, time, function, parameter, broadcast, import, functions, issues, switched, computations, dependence, bugs, tracing, error, mask, change, arise, shape, def, computation, python, pred, dimensions, key, based, internal, memory, trace, result, toy, data, errors, line, core, sideeffects, numpy, numerical, apis, compile, performance, disable,
Topics {✒️}
/home/mattjj/packages/jax/jax/interpreters/partial_eval /home/mattjj/packages/jax/jax/core �trace-time constant folding” dev/en/latest/faq custom jvp/vjp rules jax enhancement proposals identify jax-transformed functions sequencing side-effects contents tl trace-time constants jit operates based numerical behaviors change simplifies jax internals effort-based versioning 28661 side effecting functions stack trace showing jax import jit fix bugs exposed trace execution time full stack trace boolean flag jax_omnistaging simplify jax internals compile-time type annotation roadmap control flow primitives important upcoming features create boolean masks meaning extra compilation upstream primitive operation overly tight tolerances changing internal functions potentially-large constant jax-transformable functions 4008 jax internal apis internal jax apis side-effecting code side-effects side effects improve tracing performance xla hlo program compute shape values type promotion semantics common performance bug transforming effectful functions omnistaging improves jax jit-decorated function op xla computations save traced values code parses flags python tracing time
Questions {❓}
- But exactly which operations get staged out?
- How can I disable omnistaging for now?
- How do I fix bugs exposed by omnistaging?
- How do I know if omnistaging broke my code?
- See the What issues can arise when omnistaging is switched on?
- See the code block below for a quick example, and for full details along with other issues see the section What issues can arise when omnistaging is switched on?
- What is “omnistaging” and why is it useful?
- What issues can arise when omnistaging is switched on?
- What’s going on?
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