docs: update precompile docs for pretuned_kernel, jax_fn, helper embedding - #3189
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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…embedding Follow-up doc updates for the later commits in this series (the original precompile docs predate `jax_fn`, helper embedding, and the rename): - `helion.aot_kernel` references become `helion.pretuned_kernel` (noting the `aot_kernel` alias is kept for back-compat). - Expand the `jax_fn` field: a jax-only `pl.pallas_call` entrypoint (no torch/helion), the supported common case (including flat-grid tile loops), and the `NotImplementedError` gate for advanced Pallas features. - Expand "How it works" to cover Pallas/TorchTPU launcher inlining, in-kernel helper (topk / compact-worklist) source embedding, and the direct `pl.pallas_call` emission for `jax_fn=True`. stack-info: PR: #3189, branch: AmesingFlank/stack/103
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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: update precompile docs for
pretuned_kernel,jax_fn, helper embeddingFollow-up doc updates for the later commits in this series (the original
precompile docs predate
jax_fn, helper embedding, and the rename):helion.aot_kernelreferences becomehelion.pretuned_kernel(noting theaot_kernelalias is kept for back-compat).jax_fnfield: a jax-onlypl.pallas_callentrypoint (notorch/helion), the supported common case (including flat-grid tile loops), and
the
NotImplementedErrorgate for advanced Pallas features.helper (topk / compact-worklist) source embedding, and the direct
pl.pallas_callemission forjax_fn=True.