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Add high-priority A2A stream and HybridEP preprocessing SMs - #4694

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Phlip79 merged 5 commits into
NVIDIA:mainfrom
gdengk:gdeng/main-pr-4401-hybridep-stream-sms
May 17, 2026
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Add high-priority A2A stream and HybridEP preprocessing SMs#4694
Phlip79 merged 5 commits into
NVIDIA:mainfrom
gdengk:gdeng/main-pr-4401-hybridep-stream-sms

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@gdengk

@gdengk gdengk commented May 8, 2026

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Ports the main-applicable portions of #4401.

Included:

  • Add high_priority_a2a_comm_stream for combined 1F1B A2A overlap stream creation.
  • Add moe_hybridep_num_sms_preprocessing and plumb it through HybridEP dispatch initialization.
  • Update the hybrid MoE model golden config for the new defaults.

The dev PR overflow_flag handle-index change targets moe_expert_rank_capacity_factor code that is not present on main, so it is intentionally omitted here.

Original dev PR: #4401
Original dev commit: 7ae10f2

Port the main-applicable parts of PR NVIDIA#4401.

- Add high_priority_a2a_comm_stream for combined 1F1B A2A overlap stream creation.

- Add moe_hybridep_num_sms_preprocessing and plumb it through HybridEP dispatch initialization.

The dev PR's overflow_flag handle-index change targets moe_expert_rank_capacity_factor code that is not present on main, so it is intentionally omitted here.

Original dev commit: 7ae10f2.
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@Phlip79 Phlip79 added the 26.06 label May 12, 2026
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gdengk marked this pull request as ready for review May 12, 2026 21:28
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gdengk requested review from a team as code owners May 12, 2026 21:28
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@svcnvidia-nemo-ci svcnvidia-nemo-ci added the Final Review PR is in the "final review" stage label May 13, 2026
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@svcnvidia-nemo-ci svcnvidia-nemo-ci added Approved All necessary approvals have been made and removed Final Review PR is in the "final review" stage labels May 15, 2026
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ericharper enabled auto-merge May 15, 2026 23:11
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/ok to test e050ac4

@Phlip79

Phlip79 commented May 17, 2026

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/ok to test ba9ba5c

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🔄 Merge queue validation started!

You can track the progress here: https://github.com/NVIDIA/Megatron-LM/actions/runs/26002924178

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github-merge-queue Bot removed this pull request from the merge queue due to failed status checks May 17, 2026
@Phlip79
Phlip79 added this pull request to the merge queue May 17, 2026
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🔄 Merge queue validation started!

You can track the progress here: https://github.com/NVIDIA/Megatron-LM/actions/runs/26004825546

Merged via the queue into NVIDIA:main with commit 54f90af May 17, 2026
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Victarry pushed a commit to yanring/Megatron-LM that referenced this pull request May 18, 2026
* origin/main: (138 commits)
  Refactor CUDA graph API: decompose cuda_graph_scope into full_iteration impl, inference scope, and per-layer capture modules (NVIDIA#4292)
  Add high-priority A2A stream and HybridEP preprocessing SMs (NVIDIA#4694)
  add is_torch_min_version in fsdp src (NVIDIA#4812)
  [Main][feat] Support A2A Overlap for Megatron-FSDP (NVIDIA#3797)
  Reorder mtp_post_process after attention backward in 1F1B schedule plan (NVIDIA#4695)
  [fix] Use MSC for checking checkpoint existence (NVIDIA#4251)
  Combine GEMM + SwiGLU fused MLP PRs (3890, 4071, 4095, 4219, 4311, 4324) → main (NVIDIA#4636)
  Strengthen test_checkpoint to verify distributed checkpoint behavior (NVIDIA#4711)
  Disable MSC by default; opt in via --enable-msc (NVIDIA#4629)
  additional tests for nvrx (NVIDIA#4522)
  Update copy-pr-bot.yaml [skip ci]
  ci: tolerate git-gc race in /home/runner chown after checkout (NVIDIA#4808)
  Inference: Optimize Prefill Engine Steps for Nemotron (NVIDIA#4764)
  chore: Update nightly tests golden values (NVIDIA#4805)
  ci: Update workflow to use same commit for building docker image and running tests (NVIDIA#4787)
  Update owners (NVIDIA#4794)
  Bump nvidia-modelopt>=0.44.0 (NVIDIA#4803)
  fix tokenizers in respect to newer transformers (NVIDIA#4608)
  Use Protocols to type-check linear_proj submodules of Attention (NVIDIA#3434)
  Fix recompute checkpointing + training CGs (NVIDIA#3919)
  ...

# Conflicts:
#	megatron/core/transformer/moe/moe_utils.py
janEbert pushed a commit to janEbert/Megatron-LM that referenced this pull request Jun 2, 2026
)

Co-authored-by: Gao Deng <gdeng@login-lyris02.lyris.clusters.nvidia.com>
Co-authored-by: Eric Harper <eharper@nvidia.com>
Co-authored-by: Philip Petrakian <ppetrakian@nvidia.com>
yhgalaxy pushed a commit to yhgalaxy/Megatron-LM that referenced this pull request Jun 17, 2026
)

Co-authored-by: Gao Deng <gdeng@login-lyris02.lyris.clusters.nvidia.com>
Co-authored-by: Eric Harper <eharper@nvidia.com>
Co-authored-by: Philip Petrakian <ppetrakian@nvidia.com>
Signed-off-by: yhgalaxy <yhgalaxy@outlook.com>
jon-barker pushed a commit to jon-barker/Megatron-LM that referenced this pull request Jul 10, 2026
)

Co-authored-by: Gao Deng <gdeng@login-lyris02.lyris.clusters.nvidia.com>
Co-authored-by: Eric Harper <eharper@nvidia.com>
Co-authored-by: Philip Petrakian <ppetrakian@nvidia.com>
Signed-off-by: Jon Barker <jbarker@aws-cmh-slurm-1-vscode-02.cm.cluster>
terminator123 pushed a commit to 021ai/Megatron-LM that referenced this pull request Aug 3, 2026
)

Co-authored-by: Gao Deng <gdeng@login-lyris02.lyris.clusters.nvidia.com>
Co-authored-by: Eric Harper <eharper@nvidia.com>
Co-authored-by: Philip Petrakian <ppetrakian@nvidia.com>
svcnvidia-nemo-ci pushed a commit to dimapihtar/Megatron-LM that referenced this pull request Aug 4, 2026
)

Co-authored-by: Gao Deng <gdeng@login-lyris02.lyris.clusters.nvidia.com>
Co-authored-by: Eric Harper <eharper@nvidia.com>
Co-authored-by: Philip Petrakian <ppetrakian@nvidia.com>
Signed-off-by: Dmytro Pykhtar <dpykhtar@nvidia.com>
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