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[Feat][2/2] Add Transformers TPSP dense baseline support - #62395

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hlin99 wants to merge 4 commits into
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hlin99:ww43_PR_TPSP_Transformers_2/2

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@hlin99

@hlin99 hlin99 commented Oct 19, 2026

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This PR is stacked on top of #62385

Adds automatic profiling to enable TPSP only when the token count exceeds a tuned threshold, avoiding performance regressions on smaller workloads.

Signed-off-by: Tony Lin <tony.lin@intel.com>
Signed-off-by: Tony Lin <tony.lin@intel.com>

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mergify Bot commented Oct 19, 2026

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Documentation preview: https://vllm--62395.org.readthedocs.build/en/62395/

@mergify mergify Bot added documentation Improvements or additions to documentation ci/build nvidia labels Oct 19, 2026
Signed-off-by: Tony Lin <tony.lin@intel.com>
Build on the Transformers TPSP baseline with per-projection chunk/SM
scanning and a shared activation threshold. Keep this commit scoped to
runtime and CUDA backend implementation changes.

Signed-off-by: Tony Lin <tony.lin@intel.com>
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mergify Bot commented Oct 21, 2026

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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @hlin99.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

@mergify mergify Bot added the needs-rebase label Oct 21, 2026
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hlin99 marked this pull request as draft November 2, 2026 03:07

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