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Signed-off-by: Yuki Huang <yukih@nvidia.com>
Signed-off-by: Yuki Huang <yukih@nvidia.com>
Signed-off-by: Yuki Huang <yukih@nvidia.com>
Signed-off-by: Yuki Huang <yukih@nvidia.com>
This was referenced Sep 26, 2026
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What does this PR do ?
Renames the DTensor backend to Automodel across the docs. 42 files. Part 1/3 of the Automodel
rename; the code and the
dtensor_cfgkey follow in their own PRs.What changed
1. Wording, 79 replacements in 32 files. Since v1 was removed there is one non-Megatron backend
and its name is Automodel, so the label spellings it accumulated all collapse:
DTensor,DTensor (FSDP2),AutoModel (DTensor),Native PyTorch (DTensor), anddocs/about/backends.md'sPyTorch.2.
fsdp2-parallel-plan.md->automodel-parallel-plan.md, and its Fallback Priority sectionrewritten: it described three tiers from the deleted
parallelize.py, where Automodel actually hasfour.
3.
dtensor-tp-accuracy.md->automodel-tp-accuracy.md, with its assets. The published URL ishardcoded in two places outside
docs/--nemo_rl/models/policy/lm_policy.py(a runtime errormessage the user reads) and
tests/unit/test_config_validation.py-- so those move with it ratherthan being left pointing at a 404.
Both renames break the old published URLs; the repo has no redirect mechanism in
docs/conf.py.Deliberately not changed
1.
DTensorPolicyWorkerV2(nsys-profiling.md,automodel-tp-accuracy.md) -- part 2/3 renamesthe class.
2.
policy.dtensor_cfg(45 references) -- it is still the real key name. Part 3/3 renames it toautomodel_cfg.3. Recipe filenames carrying
fsdp2/dtensor, which the docs link to -- being handled by thetest-suite series, #3557.
4.
DTensoras the PyTorch tensor type --DTensorRef,XferDTensor fraction, "DTensor-styleShard/Replicate placements", the CP mermaid diagrams. These describe the mechanism, not the backend,
and stay.
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