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fix(discovery): allow served aliases for the same model source - #14857

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Sep 16, 2026
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jthomson04/dyn-4449-model-aliases

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@jthomson04 jthomson04 commented Sep 15, 2026 •

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Summary

Fixes DYN-4449.

Allow non-LoRA workers with different served names to register on the same endpoint when both advertise the same non-empty source path and their primary/secondary served names do not overlap. Preserve registration compatibility for equal primary names at different local paths. Mixed base/LoRA registrations require matching base identities and reject adapter names that collide with the base primary or its aliases, in either registration order. Adapter-to-adapter comparisons remain unchanged. Frontend admission and model-card checksum rules remain unchanged.

The separate served names select separate worker groups, as required by the ticket's two-worker classify/pooling case. ModelDeploymentCard::aliases instead exposes multiple names for one worker group. This fix does not change single-worker registration keys or disaggregated topology.

Source paths use exact string equality. No path normalization or model-content comparison is introduced. Each newcomer must be compatible with every existing registration; conflicting configurations remain arrival-order dependent, and incompatible concurrent newcomers can both roll back. No registration arbitration or retry guarantee is added.

Deployment requirement

Upgrade frontends and all participating workers to versions containing the required admission filter and this registration fix before enabling different primary served names on a shared endpoint. Older workers can reject the configuration when they restart. Inspected v1.3/v1.4 frontend code lacks the current model-specific worker admission filter, so this new deployment configuration must not be enabled during a mixed-version rollout.

Validation

  • cargo test -p dynamo-runtime --no-default-features --lib discovery::mock::tests — 15 passed. Includes base/LoRA name collisions in both registration orders, preservation of existing registrations, both three-card arrival orders, and source-path boundaries.
  • cargo test -p dynamo-llm --no-default-features --lib discovery::watcher::tests — 24 passed. Includes two classify workers using file discovery and TCP requests, separate alias routing, and independent removal. The subprocess check requires exactly one passing test.
  • rustfmt --edition 2024 --check on all three changed Rust files and git diff --check — passed.
  • GPU/vLLM validation remains incomplete. Previous checks found two local GPUs but no vLLM installation in the checked host or existing Dynamo container environments. The Rust regression uses mock workers and does not establish vLLM end-to-end success.

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jthomson04 requested a review from a team as a code owner September 15, 2026 16:33
@github-actions github-actions Bot added the fix label Sep 15, 2026
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Review Change StackReview Change Stack

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
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Plan: Enterprise

Run ID: e40d976b-45cb-4805-a85a-c2240cf0a991

📥 Commits

Reviewing files that changed from the base of the PR and between 055e989 and 3b41797.

📒 Files selected for processing (3)
  • lib/llm/src/discovery/watcher.rs
  • lib/runtime/src/discovery/mock.rs
  • lib/runtime/src/discovery/mod.rs

Included review availability: Your plan provides up to 12 included reviews per hour; 11 remain after this review.


Walkthrough

The runtime now permits compatible non-LoRA aliases with shared non-empty source paths. Tests cover registration compatibility and independent classify alias discovery, routing, and removal.

Changes

Discovery alias compatibility

Layer / File(s) Summary
Non-LoRA registration compatibility
lib/runtime/src/discovery/mod.rs, lib/runtime/src/discovery/mock.rs
Non-LoRA registrations remain compatible when they share a non-empty source_path. Table-driven tests cover matching, differing, missing, and empty paths.
Classify alias discovery lifecycle
lib/llm/src/discovery/watcher.rs
An end-to-end test verifies independent readiness, request routing, unregistration, catalog removal, and continued availability for two aliases sharing one endpoint.

Priority: ⬇️ Low

Estimated code review effort: 3 (Moderate) | ~25 minutes

Merge Risk: ⚪ Minimal · up to 3b417

The alias compatibility change preserves the existing name and LoRA rules while adding the intended same-source-path case. The covered routing and removal behavior does not show a remaining merge-blocking risk.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 50.00% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 8 functions across 3 files. Write docstrings for the functions missing them to satisfy the coverage threshold.
✅ Passed checks (4 passed)
Check name Status Explanation
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
Title check ✅ Passed The title clearly summarizes the main change: allowing served aliases for the same model source.
Description check ✅ Passed The description provides the change scope, implementation details, deployment requirement, related issue DYN-4449, validation results, and known validation limits. It does not use every template headi…
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Review: fix(discovery): allow served aliases for the same model source

Reviewed the 3 files (240 added / 31 removed), of which 5 lines are production code. Inline comments cover 12 findings; 3 more are on files outside this diff and are listed below.

The one that blocks: is_compatible_with goes from an equivalence relation to a non-transitive one, and Discovery::register's post-registration re-check relies on pairwise compatibility implying set compatibility. Two concurrent registrations can now mutually roll each other back, and the surviving set depends on arrival order. Details inline on mod.rs.

Three findings on files this PR doesn't touch — the change doesn't fully deliver the aliasing it promises:

  1. lib/runtime/src/discovery/kv_store.rs:86 — a single worker still can't register two aliases. model_key is {ns}/{comp}/{endpoint}/{instance_id:x} with no display-name component. One worker process calling register() twice on the same endpoint with alias-a / alias-b (both model_suffix: None) now passes the conflict check, then writes the identical KV key twice and the second silently clobbers the first — no error, one alias just never appears in the catalog. The new test sidesteps this by giving each alias its own DistributedRuntime. If DYN-4449's scenario is one worker serving two names, this change doesn't reach it.

  2. lib/bindings/python/rust/lib.rs:677 — TensorBased/Images/Videos/Realtime are excluded by construction. That path does if source_path != model_name { card.source_path = Some(...) }, and #[serde(skip_serializing_if = "Option::is_none")] drops the field entirely. So a worker registering an images model without --served-model-name yields source_path: None, the new is_some_and short-circuits, and it is rejected exactly as before. The fix silently does not cover these model types.

  3. lib/llm/src/discovery/model_manager.rs:687 — two co-registered workers sharing an aliases entry deadlock the frontend. Worker A registers alias-a with aliases: ["shared"], worker B registers alias-b with aliases: ["shared"] and the same source_path — now legal. Group alias-a commits and claims alias_to_primary["shared"]; group alias-b hits anyhow::bail!("alias {alias:?} is already reserved by ..."). controller.rs:738 puts it into Blocked with backoff and retries forever, rebuilding the full WorkerSet (tokenizer load, client, routers) each attempt. alias-b never serves, and nothing is logged above warn.

Worth deciding before the mechanics: Dynamo already has ModelDeploymentCard::aliases + ModelManager::alias_to_primary, which vLLM's --served-model-name a b c already maps into, and which serves N names from one WorkerSet. This PR's path builds a separate GroupKey/WorkerSet/router stack per alias for what is by construction the same model, and splits the P/D rendezvous in disaggregated deployments. Commented inline.


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Comment thread lib/runtime/src/discovery/mock.rs
Comment thread lib/llm/src/discovery/watcher.rs
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Previously reported defects still present:

  • Original discussion: The non-transitive compatibility rule still permits concurrent registrations AB and BC while A conflicts with C. Both newcomers can pass the pre-check, register, then each observe the other in the post-check and roll itself back, leaving neither served. The new PR description acknowledges this behavior but does not provide arbitration or a retry path.
  • Original discussion: The shared-source compatibility relation remains non-transitive. With an incumbent compatible by name to one worker and by source_path to another, concurrent registrations can both pass the pre-check, then both fail the post-registration check and roll back. The two valid alias workers are left unserved and may repeat this on restart.

Comment thread lib/runtime/src/discovery/mock.rs Outdated
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jthomson04 force-pushed the jthomson04/dyn-4449-model-aliases branch from 6d5d143 to 71896cf Compare September 15, 2026 18:09
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This pull request requires additional validation before any workflows can run on NVIDIA's runners.

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/ok to test 71896cf

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Previously reported defects still present:

  • Original discussion: Still present: register_non_lora_alias_compatibility retains the two one-sided empty source_path rows at lines 620-621, which add no distinct regression coverage beyond the retained both-empty row and ordinary unequal-source row.
  • Original discussion: Verified still present: LoRA compatibility still uses an empty source_path as its base identity, so unrelated cards with source_path: "" can be treated as sharing a base model.
  • Original discussion: Verified still present: compatibility remains non-transitive. Concurrent registrations that are each compatible with an incumbent but incompatible with each other can both pass the first check, register, fail the post-registration check, and roll back, leaving neither new worker serving.
  • Original discussion: Verified still present: the new name-or-shared-source compatibility relation is non-transitive. Concurrent registrations that each match an incumbent but conflict with one another can both pass the pre-check, then both roll back in the post-registration check, leaving neither new worker served.

Comment thread lib/runtime/src/discovery/mod.rs
Comment thread lib/runtime/src/discovery/mod.rs
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factory: automated evidence record for this change — validation complete. Details are collapsed below.

Automated evidence record — validation complete

Validation status: complete

Evidence summary: [3/3 validated]

AI review assessment: sound. This is an automated assessment and is advisory only. It is not an approval, and it does not speak for repository CI or for any human reviewer.

Validation result: pass. Every nominated check ran green against the materialized diff. The four new tests each fail when the 21-line production hunk in lib/runtime/src/discovery/mod.rs is reverted and pass when it is restored. The ticket's exact two-worker classify command reproduces Cannot register model without the diff and returns HTTP 200 on both served names with it. One command did fail: a /v1/chat/completions request returned HTTP 500 from ImportError: cannot import name 'VLLMClientError' from 'vllm.exceptions'. That comes from vLLM 0.26.0 missing a symbol imported by a Python file this three-Rust-file branch does not touch, so it is unrelated to this change.

Evidence audit: complete [3/3 validated] — the command report below comes from recorded runs.

Commands and results [3/3 validated]

Generated from the commands recorded during this run.

Check 1

Builds the changed Dynamo source and confirms that Python can import its compiled extension.

Result: Passed (exit 0)

Command:

Not shown because the exact command contained private run data.

Check 2

Checks the changed Rust crates with cargo check and Clippy.

Result: Passed (exit 0)

Command:

Not shown because the exact command contained private run data.

Check 3

Starts Dynamo with vLLM on one GPU and sends a real request.

Result: Passed (exit 0)

Command:

Not shown because the exact command contained private run data.

@jthomson04
jthomson04 enabled auto-merge (squash) September 15, 2026 19:51
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/ok to test 2e063a5

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Previously reported defects still present:

  • Original discussion: Verified still present: base_identity() treats a present empty source_path as a shared base identity. A LoRA registration and an unrelated base registration with source_path: "" can therefore pass the mixed base/LoRA compatibility check.
  • Original discussion: Verified still present: base_identity() treats Some("") as the base identity rather than falling back to display_name. A LoRA card and an unrelated base card that both advertise an empty source_path are therefore compatible for the same endpoint, despite representing different models. This predates the change but remains unaddressed.
  • Original discussion: Verified still present: compatibility is non-transitive. With incumbent B(name=a, source=/mnt/b), concurrent A(name=a, source=/mnt/a) and C(name=b, source=/mnt/b) can both pass the pre-registration check, then each sees the other as incompatible during the post-registration check and rolls itself back. Both workers can remain absent until a later retry.
  • Original discussion: Verified still present: the new same-name-or-same-source compatibility relation is non-transitive. Concurrent registrations that each match an incumbent but conflict with each other can both pass the pre-check, then both roll back during the post-registration check, leaving neither worker registered.

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Previously reported defects still present:

  • Original discussion: Still present: base_identity() treats source_path: "" as a base identity, so unrelated base and LoRA registrations with empty source paths can be accepted as sharing a base model.
  • Original discussion: Still present: the new name-or-shared-source compatibility rule is non-transitive. Concurrent registrations that each match an incumbent but conflict with each other can both pass the initial check, then both roll back after registration and leave neither worker served.
  • Original discussion: Verified still present: base_identity() treats Some("") as a shared base identity. A LoRA adapter and unrelated base card with empty source paths can therefore be admitted together as though they share a base model. This predates the PR's non-LoRA empty-source guard.
  • Original discussion: Verified still present: base_identity() treats source_path: "" as a shared base identity. A LoRA card and an unrelated base card with empty source paths can pass mixed base/LoRA registration compatibility on the same endpoint.
  • Original discussion: Verified still present: compatibility is non-transitive, so concurrent registrations each compatible with an incumbent can both pass the pre-check, observe each other after registration, roll themselves back, and repeatedly fail to converge. The added test covers sequential arrival order but not this concurrent rollback path.
  • Original discussion: Verified still present: the new same-name-or-shared-source compatibility relation is non-transitive. Concurrent registrations that each match an incumbent but conflict with one another can both pass the initial check, then both roll back during the post-registration check, leaving neither newly registered worker available.

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
@jthomson04
jthomson04 force-pushed the jthomson04/dyn-4449-model-aliases branch from 2e063a5 to 918ffe1 Compare September 15, 2026 22:58

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Previously reported defects still present:

  • Original discussion: Still present: base_identity() treats source_path: "" as a shared identity, allowing unrelated base and LoRA registrations with empty source paths to be admitted together.
  • Original discussion: Still present: the new non-transitive compatibility rule allows concurrent registrations that each match an incumbent but conflict with each other to pass pre-registration, then both roll back during the post-registration check.
  • Original discussion: Verified still present: base_identity() still treats source_path: "" as a shared base identity, so a LoRA adapter and an unrelated base registration with empty source paths can pass mixed base/LoRA compatibility on the same endpoint.
  • Original discussion: Verified still present: base_identity() treats source_path: "" as a shared base identity. An unrelated base card and LoRA adapter with empty source paths can therefore pass mixed registration compatibility as though they share a base model.
  • Original discussion: Verified still present: base_identity() treats a present empty source_path as a shared base identity, so unrelated base and LoRA registrations with source_path: "" can be admitted together.
  • Original discussion: Verified still present: compatibility is non-transitive. Concurrent registrations that each match an incumbent but conflict with each other can pass the initial check, then both detect the other after registration, roll themselves back, and leave neither worker available.
  • Original discussion: Verified still present: the new name-or-shared-source compatibility relation is non-transitive. Concurrent registrations individually compatible with an incumbent can both pass pre-registration, conflict during the post-registration check, roll back, and leave neither worker served.
  • Original discussion: Verified still present: the same-name-or-shared-source compatibility relation remains non-transitive. Concurrent registrations that each match an incumbent but conflict with one another can both pass the initial check, then both roll back during the post-registration check, leaving neither new worker registered.

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/ok to test 918ffe1

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Previously reported defects still present:

  • Original discussion: Still present: base_identity() treats source_path: "" as a shared identity, so an unrelated base card and LoRA card with empty source paths can pass mixed registration compatibility on the same endpoint.
  • Original discussion: Still present: compatibility is non-transitive. Concurrent registrations that are each compatible with an incumbent can both pass the pre-registration check, observe each other as incompatible after registration, and both roll back, leaving neither new worker available.
  • Original discussion: Verified still present: base_identity() still uses a present empty source_path as the base identity, so an unrelated base registration and LoRA adapter with source_path: "" can pass mixed base/LoRA compatibility on the same endpoint.
  • Original discussion: Verified still present: base_identity() treats source_path: "" as a shared identity for LoRA comparisons. An unrelated base card and LoRA adapter with empty source paths can therefore be admitted on the same endpoint as though they share a base model.
  • Original discussion: Verified still present: shared-name-or-source compatibility is non-transitive. Concurrent newcomers that are each compatible with an incumbent but conflict with each other can both pass the first check, register, fail the post-registration check, and roll themselves back, leaving neither available.
  • Original discussion: Verified still present: the name-or-shared-source compatibility relation remains non-transitive, and Discovery::register still performs separate pre- and post-registration checks with rollback. Concurrent registrations that each match an incumbent but conflict with each other can both pass the pre-check, then both roll back during the post-check.

@jthomson04
jthomson04 merged commit a5c242e into main Sep 16, 2026
122 of 123 checks passed
@jthomson04
jthomson04 deleted the jthomson04/dyn-4449-model-aliases branch September 16, 2026 03:20
nv-nmailhot added a commit that referenced this pull request Sep 16, 2026
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
Co-authored-by: Nate Mailhot <nmailhot@nvidia.com>
aung-san-i added a commit to aung-san-i/dynamo that referenced this pull request Sep 28, 2026
* feat: KV DC Relay file based source mode (ai-dynamo#14807)

Add live-reloaded file sources for KV DC Relay namespace selection and expose readiness and source revisions through /engine/state.

Preserve applied membership on invalid updates, coalesce discovery refreshes, and isolate native integration tests in forked processes.

Signed-off-by: Nikita Sukharev <kaonael@gmail.com>

* feat(sglang): expose cross-encoder reranking through /v1/rerank (ai-dynamo#14032)

Signed-off-by: xianlubird <xianlubird@gmail.com>

* fix(profiler): explain inaccessible model paths during trust checks (ai-dynamo#14860)

Signed-off-by: hongkuanz <hongkuanz@nvidia.com>

* fix(sglang): sync discovery from native pause state (ai-dynamo#13951)

Signed-off-by: William Arnold <7565007+Aphoh@users.noreply.github.com>
Co-authored-by: Zero Rains <57100978+zeroRains@users.noreply.github.com>

* feat(recipes): add Solar Open2 250B NVFP4 aggregated and disaggregated recipes for B200 (ai-dynamo#14376)

Signed-off-by: Sandhya Rani Narravula <snarravula@nvidia.com>

* refactor(agents): session_id reader from AgentContext + forward to vLLM (ai-dynamo#14428)

Signed-off-by: Karen Chung <karenc@nvidia.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* fix(discovery): allow served aliases for the same model source (ai-dynamo#14857)

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>

* fix(router): reject unknown explicit worker targets (ai-dynamo#14858)

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>

* fix(xpu): stabilize XPU test workers (ai-dynamo#14539)

Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com>
Signed-off-by: VincyZhang <wenxin.zhang@intel.com>

* feat(mm-routing): add Nemotron 3 Nano Omni video routing (ai-dynamo#14653)

Signed-off-by: krishung5 <krish@nvidia.com>

* fix(sglang): validate diffusion input_reference and bound media fetches (ai-dynamo#14435)

The sglang image-diffusion and video-generation handlers passed the
client-supplied input_reference through to the generator's image_path after only
a non-empty check. Validate it first, and for remote references materialize it
locally before the generator sees it, so the generator is always handed a
trusted local path. This brings the sglang diffusion path in line with the
vLLM/omni and trtllm backends, which already validate the same field.

Behavior change: local I2I/I2V references now require DYN_MM_LOCAL_PATH to be
set to the allowed directory; previously any path was accepted.

common/http:

- validate_media_reference() returns a plain filesystem path for local
  references; local_media_reference() is an async context manager that fetches a
  remote one through fetch_bytes(policy=...), which revalidates every redirect
  hop, into a temp file removed on exit. data: is rejected -- a URI is not a path.
- fetch_bytes() gained max_bytes, streaming through collect_capped at an explicit
  read granularity so the cap is an allocation bound and not only a rejection: a
  128 MiB-decoded gzip body against the 64 MiB cap peaks at 68,032,217 bytes
  rather than the whole decompressed body. Content-Length is caller-controlled
  and absent when chunked, and aiohttp's read(n) returns at most n bytes, so
  neither a header check nor a single capped read suffices. Defaults to None,
  leaving existing callers unchanged.
- DYN_MM_MAX_FILE_SIZE_MB makes that cap operator-tunable, in megabytes, as the
  SGLang arg it replaces was. Read per call; empty, unparseable or non-positive
  falls back to 64 with a warning, so a malformed value neither takes the worker
  down nor reads as unlimited.
- Messages built from caller input are bounded via describe_media_source, moved
  from multimodal/media_source.py (it pulls in torch) into url_validator.py and
  re-exported from its old home; a no-op below 120 characters.
- HttpStatusError bounds its .message attribute, not only the rendered string:
  errors.rs::extract_http_like_error reads .status and .message off this class by
  name and forwards .message on a 4xx without calling str(). Backend exception
  text is bounded head-and-tail, since aiohttp renders the host before the errno.
- validate_local_path uses exc.strerror rather than the raw OSError, whose text
  repeats the filename, and now catches the ValueError that Path.resolve() raises
  on an embedded NUL so callers keep their 4xx-vs-5xx decision.

Rebased onto ai-dynamo#14563 (single aiohttp backend); the httpx-side half of the
max_bytes plumbing went with that backend.

Signed-off-by: nnshah1 <neelays@nvidia.com>
Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* chore(deps): upgrade fastokens to 0.3.2 (ai-dynamo#14798)

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>

* fix(vllm): ship codec-free OpenCV for image inputs (ai-dynamo#14361)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>
Co-authored-by: Anant Sharma <anants@nvidia.com>
Co-authored-by: yunzhoul-nv <232973175+yunzhoul-nv@users.noreply.github.com>

* docs: refresh community events

Automated refresh from the public Dynamo Google Calendar.

Generated by .github/workflows/community-events-refresh.yml.

Signed-off-by: dynamo-ops <170655669+dynamo-ops@users.noreply.github.com>

* ci: refresh the compliance baseline in auto-upgrade pipeline (ai-dynamo#14206)

Signed-off-by: Anant Sharma <anants@nvidia.com>

* feat(triton): honor KServe classification on tensor outputs (ai-dynamo#14783)

Signed-off-by: Yingge He <yinggeh@nvidia.com>

* docs(rl): stop the verl guide sending readers to a vLLM version it cannot run on (ai-dynamo#14571)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>

* feat(mocker): publish native KV events from the vLLM gRPC server (ai-dynamo#14737)

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>

* fix(kv-router): release unowned radix branches after eviction (ai-dynamo#14878)

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>

* fix: show correct backend versions in the install selectors (ai-dynamo#13599)

Signed-off-by: Anant Sharma <anants@nvidia.com>

* build(vllm): prepare v0.29.0 bump (ai-dynamo#14543)

Signed-off-by: Julien Darve <jdarve@NVIDIA.com>

* ci(xpu): validation PR for the re-applied XPU workflows and Dockerfile

Throwaway PR to prove the CI merged in #22 actually runs end to end on XPU
hardware. Adds only a comment to container/templates/vllm_runtime.Dockerfile,
which matches the `vllm` path filter (container/templates/vllm_*) and so makes
changed-files set vllm=true, which is what gates build-xpu and the
heterog-test-px-dn / heterog-test-pn-dx jobs.

What this exercises:
  - .github/workflows/pr-xpu.yaml            (push to pull-request/[0-9]+, needs the xpu label)
  - .github/workflows/pr-xpu-heterogeneous.yaml (push; its guard deliberately skips the label gate)
  - .github/workflows/epd-test-template.yml  (workflow_call, from the heterog jobs)
  - .github/scripts/test-filters.js          (the brace fix from #22)
  - container/templates/vllm_runtime.Dockerfile rendered and built for device=xpu

Not exercised: .github/workflows/xpu-heterogeneous-dispatch.yaml is
workflow_dispatch only and has to be run by hand from the Actions tab.

The marker comment must be removed before this branch is ever merged.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* feat(triton): Update Triton Base Image to 26.08 (ai-dynamo#14854)

Signed-off-by: J Wyman <jwyman@nvidia.com>
Co-authored-by: Rini Gupta <rinig@nvidia.com>

* fix(operator): normalize equivalent worker hash inputs (ai-dynamo#14721)

Signed-off-by: bzsuni <bingzhe.sun@daocloud.io>

* test(sglang): exercise NIXL in embedding cache E/PD test (ai-dynamo#14795)

Signed-off-by: Sai Kiran Polisetty <spolisetty@nvidia.com>

* fix(sglang): stop the elastic-EP scale-up worker crash-looping at startup (ai-dynamo#14568)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Co-authored-by: yunzhoul-nv <232973175+yunzhoul-nv@users.noreply.github.com>

* fix(responses): honor tool_choice when parsing tool calls from text (ai-dynamo#14843)

Signed-off-by: xianlubird <xianlubird@gmail.com>

* ci: accept trusted full-CI request comments (ai-dynamo#14868)

Signed-off-by: Matej Kosec <mkosec@nvidia.com>

* docs: clarify EPP mode boundary and single-replica Dynamo mode fixes [DYN-4310] (ai-dynamo#14756)

Signed-off-by: Anna Tchernych <atchernych@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

* ci(docs): move the generated-tables determinism gate out of link checking (ai-dynamo#14135)

Signed-off-by: Dan Gil <dagil@nvidia.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>

* ci(docs): generate the Kubernetes API reference at publish time (ai-dynamo#14122)

Signed-off-by: Dan Gil <dagil@nvidia.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>

* fix(operator): discover pull secrets for init containers (ai-dynamo#14922)

Signed-off-by: bojiang-li <327132355+bojiang-li@users.noreply.github.com>

* fix(sglang): stop an unusable mooncake backend crashing workers after model load (ai-dynamo#14461)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: glamr-agent <glamr-agent@users.noreply.github.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>

* fix(sglang): emit prefill handoff before completion in sidecar (ai-dynamo#14260)

Signed-off-by: jain-ria <riajain@NVIDIA.com>
Co-authored-by: jain-ria <riajain@NVIDIA.com>
Co-authored-by: Connor Carpenter <connorc@nvidia.com>
Co-authored-by: ishandhanani <82981111+ishandhanani@users.noreply.github.com>

* test(trtllm): enable fault tolerance coverage (ai-dynamo#14609)

Signed-off-by: tanmayv25 <tanmay2592@gmail.com>

* fix(frontend): evict async tokenizer executors when the tokenizer is retired (ai-dynamo#13368)

Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>

* fix(llm): report KServe datatypes by their wire names, not protobuf variants (ai-dynamo#14957)

`ModelMetadata` reported each Triton-registered tensor's `datatype` using
`inference::DataType::as_str_name()`, which returns the `model_config.proto`
variant name (`TYPE_FP32`, `TYPE_STRING`, ...) instead of the KServe v2 wire
names (`FP32`, `BYTES`, ...). Every datatype was wrong, so spec-conforming
clients cannot parse any tensor the RPC describes. Adds `oip_name()` next to
`tensor::DataType::to_kserve` covering all fifteen proto variants (incl. FP16
and BF16) and mapping `TYPE_STRING → BYTES`.

Original PR by @ayaangazali: ai-dynamo#14770. Reissued under a signed commit to
unblock the copy-pr-bot signature gate; diff is byte-identical.

Closes ai-dynamo#14520.

Signed-off-by: ayaangazali <ayaangazali@users.noreply.github.com>
Signed-off-by: ayaangazali <ayaangazali.work@gmail.com>
Signed-off-by: Vinya Kestur <vinyak@nvidia.com>
Co-authored-by: ayaangazali <ayaangazali.work@gmail.com>

* docs(mm-routing): document video KV routing (ai-dynamo#14958)

Signed-off-by: krishung5 <krish@nvidia.com>

* fix(sidecar): honor worker namespace suffix (ai-dynamo#14955)

Signed-off-by: Biswa Panda <biswa.panda@gmail.com>

* fix(bindings): drain bridge tasks before interpreter finalization (ai-dynamo#14813)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>
Co-authored-by: Tushar Sharma <tusharma@nvidia.com>

* fix(discovery): stop a Qwen3-VL worker from serving video with another worker's contract (ai-dynamo#14624)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>

* fix(gms): honor configured timeout during initial weights admission (ai-dynamo#14877)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: Schwinn Saereesitthipitak <schwinns@nvidia.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>
Co-authored-by: Schwinn Saereesitthipitak <schwinns@nvidia.com>

* feat(kv-router): add construction-time indexer delegates (ai-dynamo#14945)

* fix(sglang): support min_tokens on tokenizer-free decode workers (ai-dynamo#14276)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>
Signed-off-by: jain-ria <riajain@NVIDIA.com>
Co-authored-by: jain-ria <riajain@NVIDIA.com>
Co-authored-by: MatejKosec <mkosec@nvidia.com>

* feat(router): add SessionPrefixIndexer for session-block lineage (ai-dynamo#13807)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: Karen Chung <karenc@nvidia.com>
Signed-off-by: Matej Kosec <mkosec@nvidia.com>
Co-authored-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Co-authored-by: Matej Kosec <mkosec@nvidia.com>

* fix(vllm): settle kvwarm stages through a per-step round on every attention-DP rank (ai-dynamo#14728)

Signed-off-by: Yiming Liu <yimingl@nvidia.com>

* feat(vllm): benchmark hybrid caches with random KDA state (ai-dynamo#14900)

Signed-off-by: hongkuanz <hongkuanz@nvidia.com>

* fix(runtime): fix QUIC reassembly and reduce response stalls (ai-dynamo#14876)

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>

* feat(router): unify frontend and standalone selection core (ai-dynamo#14570)

Signed-off-by: Ishan Dhanani <ishandhanani@gmail.com>
Signed-off-by: Thomas Montfort <tjmontfort12@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Thomas Montfort <tjmontfort12@gmail.com>

* fix(planner): keep control APIs responsive during Prometheus collection (ai-dynamo#14377)

Signed-off-by: xianlubird <xianlubird@gmail.com>
Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com>

* fix(router): record SGLang prefill completion after stream ends (ai-dynamo#14968)

Signed-off-by: jain-ria <riajain@NVIDIA.com>

* fix(frontend): send inline media once on the TCP request plane (ai-dynamo#14801)

Signed-off-by: Sumit Mishra <sah299610@gmail.com>
Co-authored-by: Indrajit Bhosale <iamindrajitb@gmail.com>

* docs: refresh community events

Automated refresh from the public Dynamo Google Calendar.

Generated by .github/workflows/community-events-refresh.yml.

Signed-off-by: dynamo-ops <170655669+dynamo-ops@users.noreply.github.com>

* fix(vllm): initialize synchronizer in KV warmup capacity test (ai-dynamo#14984)

Signed-off-by: Alec Flowers <aflowers@nvidia.com>

* fix(recipes): make the Solar Open2 250B benchmark and docs link usable (ai-dynamo#14956)

Signed-off-by: Sandhya Rani Narravula <snarravula@nvidia.com>

* feat(recipes): add K-EXAONE 2.0 750B-A37B NVFP4 vLLM recipes for B200 (ai-dynamo#14822)

Signed-off-by: Cheng Wang <chengwa@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

* feat: KVCR Resiliency Deployment Example (ai-dynamo#14695)

Add two-node DynamoGraphDeployment examples for process-local KVCR and
the KVCR memory service. Run one vLLM worker per GPU node, use stable
Grove ordinals for cache-owner slots, and request GPU-local RDMA
resources for engines and Guard services. Provide a deployment helper
for rendering and selecting either variant.

Run the KV state agent alongside vLLM for process-local host memory. In
memory-service mode, keep KVCR and the state agent in a separate
container so its Guard and shared-memory pool survive engine restarts.
Document that restarting the services sidecar invalidates the MVP
recovery contract and requires deployment-level replacement.

Add manifest coverage and an opt-in two-host lifecycle test. Kill the
source EngineCore, hold it offline, and verify that the promoted Guard
serves its preserved cache to the surviving target. Correlate response
equality and KVCR transfer metrics with transmit and receive counters
from the selected active HCA to prove RDMA transport.

Pin compatible KVCR and vLLM revisions and document the runtime,
discovery, compatibility-digest, and recovery prerequisites.

Signed-off-by: Adit Ranadive <aranadive@nvidia.com>

* feat(omni): add Nemotron Audex speech synthesis to /v1/audio/speech (ai-dynamo#12788)

Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>

* ci: allow glamr-agent to request CI on its own unsigned PRs (ai-dynamo#14964)

Signed-off-by: Matej Kosec <mkosec@nvidia.com>

* fix(vllm): isolate multimodal worker ports (ai-dynamo#14751)

Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com>

* fix(runtime): reject invalid DYN_REQUEST_PLANE values (ai-dynamo#12612)

Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: Matej Kosec <mkosec@nvidia.com>
Signed-off-by: Coding Agent <svc-glamr@nvidia.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>
Co-authored-by: MatejKosec <mkosec@nvidia.com>

* fix(responses): preserve text instead of inferring tool calls (ai-dynamo#14846)

Signed-off-by: xianlubird <xianlubird@gmail.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>

* chore: temporarily increase frontend build time limit 45 --> 90 min (ai-dynamo#15019)

Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com>

* test(operator): cover scoped CA injection ownership (ai-dynamo#14961)

Signed-off-by: Julien Mancuso <jmancuso@nvidia.com>

* feat(frontend): map semantic errors to HTTP responses (ai-dynamo#14396)

Signed-off-by: Biswa Panda <biswa.panda@gmail.com>

* docs: correct fault-tolerance architecture details (ai-dynamo#14880)

Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>

* build(deps): bump nats-server to v2.14.7 (ai-dynamo#14919)

Signed-off-by: Dan Gil <dagil@nvidia.com>

* build(deps): bump AISimulate to 0.12.0 (ai-dynamo#15012)

Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com>

* remove oneAPI env for XPU detection

* feat(backends): expose native LoRA capacity in model registration (ai-dynamo#14754)

Signed-off-by: Julien Darve <jdarve@NVIDIA.com>
Signed-off-by: bzsuni <bingzhe.sun@daocloud.io>
Co-authored-by: bzsuni <86399306+bzsuni@users.noreply.github.com>

* fix(planner): handle pending decisions in virtual connector wait (ai-dynamo#14841)

Signed-off-by: bzsuni <bingzhe.sun@daocloud.io>
Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com>

* feat(vllm): add sidecar LoRA lifecycle (ai-dynamo#13068)

Signed-off-by: Julien Darve <jdarve@NVIDIA.com>
Signed-off-by: bzsuni <bingzhe.sun@daocloud.io>
Co-authored-by: Julien Darve <jdarve@NVIDIA.com>
Co-authored-by: bzsuni <86399306+bzsuni@users.noreply.github.com>

* fix(vllm/omni): pass response_format into video EngineInputs (ai-dynamo#14667) (ai-dynamo#14844)

* chore: bump version to 1.6.0 post 1.5.0 branch cut (ai-dynamo#15009)

Signed-off-by: pvijayakrish <pvijayakrish@nvidia.com>
Signed-off-by: Pavithra Vijayakrishnan <160681768+pvijayakrish@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(ci): Use `pytest --ignore` to Skip Tests Based on Framework (ai-dynamo#14815)

Signed-off-by: J Wyman <jwyman@nvidia.com>

* feat(sidecar): add e2e CI testing for sidecar launch scripts (ai-dynamo#14508)

Signed-off-by: tanmayv25 <tanmay2592@gmail.com>
Signed-off-by: Julien Darve <jdarve@NVIDIA.com>
Co-authored-by: Julien Darve <jdarve@NVIDIA.com>

* chore(xpu): upgrade vllm and omni to 0.29.0

Signed-off-by: wenxin.zhang <wenxin.zhang@intel.com>

* docs(operator): document the DGDR workload-creation trust boundary (ai-dynamo#14429)

Signed-off-by: nnshah1 <neelays@nvidia.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>

* fix(xpu): use released vllm-omni prerelease

Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com>

* test(efa): add the EFA disaggregated deploy test for sglang (ai-dynamo#13893)

Signed-off-by: Jie Hao <jihao@nvidia.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(runtime): support IPv6-only IP resolution (ai-dynamo#13126)

Signed-off-by: jthomson04 <jwillthomson19@gmail.com>

* docs(fault-tolerance): clarify migration after shutdown grace expires (ai-dynamo#14872)

Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>

* feat(vllm-omni): preserve generated video audio (ai-dynamo#13707)

Signed-off-by: Guan Luo <gluo@nvidia.com>
Co-authored-by: Guan Luo <gluo@nvidia.com>

* feat(vllm-omni): pass model-specific video parameters (ai-dynamo#13708)

Signed-off-by: Guan Luo <gluo@nvidia.com>
Co-authored-by: Guan Luo <gluo@nvidia.com>

* feat(vllm-omni): qualify MiniMax-H3 T2VA on B200 (ai-dynamo#13589)

Signed-off-by: Guan Luo <gluo@nvidia.com>
Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Co-authored-by: Guan Luo <gluo@nvidia.com>
Co-authored-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Co-authored-by: Ryan McCormick <rmccormick@nvidia.com>

* fix(vllm): remove obsolete Omni compatibility guard

Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com>

* fix(vllm): retain Omni compatibility guard

Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com>

* .github/workflows/pr-xpu-heterogeneous.yaml; pin GPU_TAG to latest

* .github/workflows/; add post-merge and nightly XPU heterogeneous CI

Extract the XPU heterogeneous P/D pipeline out of pr-xpu-heterogeneous.yaml
into xpu-heterogeneous-run.yml, a workflow_call reusable workflow, and call it
from three thin trigger workflows so all three merge phases run the identical
pipeline instead of drifting copies.

  xpu-heterogeneous-run.yml           new, reusable. guard, changed-files,
                                      build-xpu, build-nvidia, resolve-images
                                      and both heterog tests, unchanged, plus
                                      7 inputs.
  pr-xpu-heterogeneous.yaml           reduced to the pre-merge trigger, the
                                      slash-command gate and the reaction.
  post-merge-xpu-heterogeneous.yaml   new. push to main.
  nightly-xpu-heterogeneous.yaml      new file, but the cron is MOVED, not
                                      added: it is the 0 23 * * * schedule
                                      that was already in
                                      pr-xpu-heterogeneous.yaml.

No behaviour change per phase. force_all_tests replaces the old
  github.event_name == 'schedule' || github.event_name == 'issue_comment'
expression with the same truth table: pre-merge passes
github.event_name == 'issue_comment', nightly passes true. Post-merge also
passes true, because a push to main has no PR base for
.github/actions/changed-files to diff against, and post-merge exists to catch
what per-PR gating missed.

xpu-status-check stays a TOP-LEVEL job in each caller rather than moving into
the reusable workflow. A job contributed by a reusable workflow reports to the
Checks API as "run / xpu-status-check", so hosting it there would rename the
context and leave any branch protection rule requiring xpu-status-check waiting
forever on a check that no longer reports.

The concurrency mapping stays byte-identical across all four workflows that
touch this hardware, now including xpu-heterogeneous-dispatch.yaml. Three files
do NOT get three slots: the cluster, the dynamo-system namespace and the
onexpu-/onenvidia-rdma-kueue ResourceClaimTemplates are one global resource.
The reusable workflow deliberately carries no concurrency block of its own,
which would deadlock against the slot the caller's run already holds.

Parameterised gpu_tag, model, tensor_parallel and runner as inputs so the
callers can diverge; all default to the previously hardcoded values. Added
workflow_dispatch to the nightly, without which a schedule-only workflow cannot
be exercised before it reaches the default branch.

Verified: all files parse; the four concurrency mappings are byte-identical; the
reusable workflow declares no concurrency; every input each caller passes exists
and every required input is supplied; nesting is depth 3 of the 4 GitHub allows.
actionlint was not available to run, and will report queue:max as an unknown key
in all four files, a known false positive.

---------

Signed-off-by: Nikita Sukharev <kaonael@gmail.com>
Signed-off-by: xianlubird <xianlubird@gmail.com>
Signed-off-by: hongkuanz <hongkuanz@nvidia.com>
Signed-off-by: William Arnold <7565007+Aphoh@users.noreply.github.com>
Signed-off-by: Sandhya Rani Narravula <snarravula@nvidia.com>
Signed-off-by: Karen Chung <karenc@nvidia.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com>
Signed-off-by: VincyZhang <wenxin.zhang@intel.com>
Signed-off-by: krishung5 <krish@nvidia.com>
Signed-off-by: nnshah1 <neelays@nvidia.com>
Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com>
Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com>
Signed-off-by: GLAMR <svc-glamr@nvidia.com>
Signed-off-by: dynamo-ops <170655669+dynamo-ops@users.noreply.github.com>
Signed-off-by: Anant Sharma <anants@nvidia.com>
Signed-off-by: Yingge He <yinggeh@nvidia.com>
Signed-off-by: Julien Darve <jdarve@NVIDIA.com>
Signed-off-by: J Wyman <jwyman@nvidia.com>
Signed-off-by: bzsuni <bingzhe.sun@daocloud.io>
Signed-off-by: Sai Kiran Polisetty <spolisetty@nvidia.com>
Signed-off-by: Matej Kosec <mkosec@nvidia.com>
Signed-off-by: Anna Tchernych <atchernych@nvidia.com>
Signed-off-by: Dan Gil <dagil@nvidia.com>
Signed-off-by: bojiang-li <327132355+bojiang-li@users.noreply.github.com>
Signed-off-by: glamr-agent <glamr-agent@users.noreply.github.com>
Signed-off-by: jain-ria <riajain@NVIDIA.com>
Signed-off-by: tanmayv25 <tanmay2592@gmail.com>
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
Signed-off-by: ayaangazali <ayaangazali@users.noreply.github.com>
Signed-off-by: ayaangazali <ayaangazali.work@gmail.com>
Signed-off-by: Vinya Kestur <vinyak@nvidia.com>
Signed-off-by: Biswa Panda <biswa.panda@gmail.com>
Signed-off-by: Schwinn Saereesitthipitak <schwinns@nvidia.com>
Signed-off-by: Yiming Liu <yimingl@nvidia.com>
Signed-off-by: Ishan Dhanani <ishandhanani@gmail.com>
Signed-off-by: Thomas Montfort <tjmontfort12@gmail.com>
Signed-off-by: Sumit Mishra <sah299610@gmail.com>
Signed-off-by: Alec Flowers <aflowers@nvidia.com>
Signed-off-by: Cheng Wang <chengwa@nvidia.com>
Signed-off-by: Adit Ranadive <aranadive@nvidia.com>
Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>
Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com>
Signed-off-by: Coding Agent <svc-glamr@nvidia.com>
Signed-off-by: Julien Mancuso <jmancuso@nvidia.com>
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com>
Signed-off-by: pvijayakrish <pvijayakrish@nvidia.com>
Signed-off-by: Pavithra Vijayakrishnan <160681768+pvijayakrish@users.noreply.github.com>
Signed-off-by: wenxin.zhang <wenxin.zhang@intel.com>
Signed-off-by: Jie Hao <jihao@nvidia.com>
Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com>
Signed-off-by: Guan Luo <gluo@nvidia.com>
Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Co-authored-by: Nikita Sukharev <kaonael@gmail.com>
Co-authored-by: Xianlu Bird <xianlubird@gmail.com>
Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com>
Co-authored-by: William Arnold <7565007+Aphoh@users.noreply.github.com>
Co-authored-by: Zero Rains <57100978+zeroRains@users.noreply.github.com>
Co-authored-by: snarravula-dl <snarravula@nvidia.com>
Co-authored-by: Karen Chung <karenc@nvidia.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: jthomson04 <jwillthomson19@gmail.com>
Co-authored-by: VincyZhang <wenxin.zhang@intel.com>
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Co-authored-by: Connor Carpenter <connorcarpenter15@gmail.com>
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Co-authored-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>
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Co-authored-by: Elizabeth Thomas <email2eliza@gmail.com>
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Co-authored-by: Jasim Kareem <mj9034812@gmail.com>
Co-authored-by: Pavithra Vijayakrishnan <160681768+pvijayakrish@users.noreply.github.com>
Co-authored-by: Jie Hao <jihao@nvidia.com>
Co-authored-by: Jacky <18255193+kthui@users.noreply.github.com>
Co-authored-by: Qi Wang <qiwa@nvidia.com>
Co-authored-by: Guan Luo <gluo@nvidia.com>
Co-authored-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
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