docs: document helion.precompile for standalone kernels - #3185
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Add a "Precompilation" section to the deployment guide covering `helion.precompile` / `PrecompilationInput`: what it produces (a standalone `.py` that runs with only torch + the backend DSL, no helion at runtime), how it differs from `helion.aot_kernel` (pre-tuning vs pre-compiling), a worked `add` example (export + import + call), the `PrecompilationInput` fields, and how it works (inlining the dependency-free backend launcher). stack-info: PR: #3185, branch: AmesingFlank/stack/99
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Add a "Precompilation" section to the deployment guide covering `helion.precompile` / `PrecompilationInput`: what it produces (a standalone `.py` that runs with only torch + the backend DSL, no helion at runtime), how it differs from `helion.aot_kernel` (pre-tuning vs pre-compiling), a worked `add` example (export + import + call), the `PrecompilationInput` fields, and how it works (inlining the dependency-free backend launcher). stack-info: PR: #3185, branch: AmesingFlank/stack/99
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Dropping from the precompile stack for now — not needed at the moment. May revisit later. |
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Stacked PRs:
pretuned_kernel,jax_fn, helper embedding #3189aot_kerneltopretuned_kernel#3188OutputCodeOptions(jax_fn=True)for Pallas (JAX-array entrypoints) #3186helion.precompilefor standalone kernels #3185OutputCodeOptions(allow_helion_deps=False)for the Pallas backend (TorchTPU) #3184helion/runtime/pallas/launcher.py#3182OutputCodeOptions(allow_helion_deps=False)toBoundKernel.to_codefor standalone Triton kernels #3181get_num_xcdinto the dependency-free Triton launcher #3180docs: document
helion.precompilefor standalone kernelsAdd a "Precompilation" section to the deployment guide covering
helion.precompile/PrecompilationInput: what it produces (a standalone.pythat runs with only torch + the backend DSL, no helion at runtime), how itdiffers from
helion.aot_kernel(pre-tuning vs pre-compiling), a workedaddexample (export + import + call), the
PrecompilationInputfields, and how itworks (inlining the dependency-free backend launcher).