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[None][test] Consolidate dis-agg E2E Tests - #16614

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Shixiaowei02:user/xiaoweis/trim-disagg-e2e-accuracy
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[None][test] Consolidate dis-agg E2E Tests#16614
Shixiaowei02 merged 7 commits into
NVIDIA:mainfrom
Shixiaowei02:user/xiaoweis/trim-disagg-e2e-accuracy

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@Shixiaowei02 Shixiaowei02 commented Jul 20, 2026

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Description

Consolidates the disaggregated E2E test suite: drops UCX-specialized duplicates, trims
over-parametrized cases, and removes one redundant NIXL test. Net effect on the test lists is
50 entries removed, 7 added.

1. UCX-specialized disagg tests removed

test_disaggregated_deepseek_v3_lite_fp8_ucx and test_disaggregated_deepseek_v3_lite_fp8_ucx_tp1_single_gpu,
plus their YAML configs and list entries. The _tp1_single_gpu one ran the same
deepseek_v3_lite_fp8_tp1 config as the non-UCX test, so it was a straight duplicate. The
accuracy configs flip UCX to DEFAULT, which preserves UCX coverage: launch_disaggregated_llm
still sets TRTLLM_USE_UCX_KVCACHE=1 for every backend but NIXL, so this only removes the
per-test pinning, it does not change the transport under test.

2. TestLlama3_1_8BInstruct::test_kv_cache_v2_nixl_python removed

Called out explicitly because this is NIXL + PYTHON transceiver coverage, not UCX, so it sits
outside the stated scope above. It is removed as redundant: test_kv_cache_v2_nixl_python is
still defined and scheduled for TestDeepSeekR1, TestGPTOSS and TestGemma3_1BInstruct, so
the code path keeps three independent guards.

3. TestLlama3_1_8BInstruct::test_auto_dtype trimmed from 16 combinations to 3

The two overlap-scheduler axes are dropped — overlap scheduling is token-invariant and
unit-tested — leaving the block-reuse axis, which is what actually changes which KV gets
transferred. The surviving ids are block_reuse, ctx_block_reuse_only and no_block_reuse.
The asymmetric ctx_block_reuse_only case (ctx reuse on, gen reuse off) is kept deliberately:
it is the only combination where the two servers disagree about which blocks are already
resident. The GB200 waive for nvbugs/6525893, which tracked exactly that combination under the
old [False-True-True-True] id, is re-pointed at the new id rather than dropped.

4. TestDeepSeekV3Lite::test_guided_decoding loses its llguidance axis

Known coverage reduction, stated rather than hidden: after this change the disaggregated suite
has no llguidance guided-decoding coverage for DeepSeek. The aggregated
test_llm_api_pytorch.py::TestDeepSeekV3Lite::test_guided_decoding[llguidance-*] cases still
run, but unlike Llama — which additionally keeps test_guided_decoding_with_eagle3[llguidance-*]
in the disagg suite — DeepSeek has no disagg-side fallback. Restoring one llguidance mtp
variant is a reasonable follow-up if the runtime cost is acceptable.

5. test_disaggregated_logprobs_serving is kept, not removed

This is the resident regression guard for customer bug NVBug 5926823 (disagg + streaming +
logprobs), and its API-level coverage is unique — streaming vs non-streaming consistency and
top_logprobs across the ctx/gen boundary. test_disaggregated_single_gpu.py::test_disaggregated_logprobs
only covers core propagation. Rather than dropping it with the other UCX-reusing tests, it was
migrated to a DEFAULT-backend config (disagg_config_ctxtp2_gentp2_llama31_8b.yaml), and both
its nvbugs/6275959 waive and its qa/llm_function_core.txt entry are retained, so it stays
scheduled and returns automatically once the waive lifts. The leftover UCX_TLS export in that
test is dropped, since this harness no longer selects UCX.

Test Coverage

No product code changes — every file in this PR is under tests/. Validation is the repo's own
pre-commit suite, in particular validate-test-lists, which AST-checks that every id in the
test-db / qa lists and every waive resolves to a real, collectible test. It passes clean,
including the re-pointed test_auto_dtype[ctx_block_reuse_only] waive and its matching entries
in l0_dgx_h100.yml and qa/llm_function_core.txt.

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Walkthrough

The change narrows disaggregated-serving coverage. Auto-dtype tests now use three block-reuse cases. Guided-decoding tests retain xgrammar. Selected cache transceiver settings use DEFAULT, and UCX-specific tests and configuration wiring are removed.

Changes

Disaggregated serving test coverage

Layer / File(s) Summary
Narrow auto-dtype coverage
tests/integration/defs/accuracy/test_disaggregated_serving.py, tests/integration/test_lists/qa/llm_function_core.txt, tests/integration/test_lists/test-db/l0_dgx_h100.yml, tests/integration/test_lists/waives.txt
Auto-dtype tests now cover block_reuse, ctx_block_reuse_only, and no_block_reuse with fixed overlap scheduling. Related test selections and waivers are updated.
Restrict guided-decoding backends
tests/integration/defs/accuracy/test_disaggregated_serving.py, tests/integration/test_lists/qa/*, tests/integration/test_lists/test-db/l0_rtx_pro_6000.yml, tests/integration/test_lists/waives.txt
Guided-decoding coverage retains xgrammar and removes the specified llguidance cases.
Update transport and disaggregation coverage
tests/integration/defs/accuracy/test_disaggregated_serving.py, tests/integration/defs/disaggregated/test_configs/*, tests/integration/defs/disaggregated/test_disaggregated.py, tests/integration/test_lists/qa/llm_function_core.txt, tests/integration/test_lists/test-db/*
Selected cache transceiver settings use DEFAULT. The logprobs test uses the standard Llama configuration without UCX-specific environment assignments. UCX-specific DeepSeek tests, mappings, and related manifest entries are removed.

Estimated code review effort: 3 (Moderate) | ~20 minutes

Possibly related PRs

Suggested reviewers: longlee0622, ruodil, reasonsolo

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. 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 primary change: consolidating disaggregated end-to-end tests.
Description check ✅ Passed The description explains the changes, rationale, known coverage reduction, and validation performed, with relevant test coverage details.
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/bot run --stage-list "DGX_H100-2_GPUs-PyTorch-Others-*, DGX_H100-4_GPUs-PyTorch-DeepSeek-1"

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PR_Github #60342 [ run ] triggered by Bot. Commit: 6fb85e4 Link to invocation

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PR_Github #60342 [ run ] completed with state FAILURE. Commit: 6fb85e4
/LLM/main/L0_MergeRequest_PR pipeline #48684 (Partly Tested) completed with status: 'FAILURE'

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Shixiaowei02 force-pushed the user/xiaoweis/trim-disagg-e2e-accuracy branch from 9ce9bbb to f430de6 Compare July 20, 2026 10:49
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/bot run --stage-list "DGX_H100-2_GPUs-PyTorch-Others-*, DGX_H100-4_GPUs-PyTorch-DeepSeek-1"

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PR_Github #60359 [ run ] triggered by Bot. Commit: f430de6 Link to invocation

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PR_Github #60359 [ run ] completed with state FAILURE. Commit: f430de6
/LLM/main/L0_MergeRequest_PR pipeline #48701 (Partly Tested) completed with status: 'FAILURE'

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Comment thread tests/integration/defs/disaggregated/test_disaggregated.py
@fredricz-20070104

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One thing worth calling out that isn't mentioned in the PR description: besides the UCX consolidation and parameter trimming, this PR also removes test_disaggregated_logprobs_serving (and its corresponding waive entry). That test is the resident regression guard for a customer bug (NVBug 5926823, disagg + streaming + logprobs).

Per our RCCA / test-escape policy, a customer-bug regression test shouldn't be silently dropped — it should be confirmed by the RCCA owner and the removal should be documented in the description. Could you please either (a) confirm that scenario is now covered elsewhere and note it in the PR description, or (b) keep (fix) the test instead of deleting it? Thanks!

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Please resolve my comments before merging.

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GitHub couldn't provide a complete incremental comparison for this pull request, so CodeRabbit is performing a full review instead. This review may take a little longer.

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/bot run --add-multi-gpu-test --disable-fail-fast --extra-stage "DGX_B200-4_GPUs-PyTorch-Post-Merge-1, DGX_B200-4_GPUs-PyTorch-Post-Merge-2, DGX_B200-4_GPUs-PyTorch-Post-Merge-3, DGX_B200-4_GPUs-PyTorch-Post-Merge-4, RTXPro6000D-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-2, DGX_B300-4_GPUs-PyTorch-Post-Merge-1, DGX_B300-4_GPUs-PyTorch-Post-Merge-2"

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Caution

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⚠️ Outside diff range comments (1)
tests/integration/test_lists/waives.txt (1)

1-1: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick win

Add the NVIDIA copyright header.

This modified file has no visible NVIDIA copyright header. Add the repository-standard header and use 2026 as the latest meaningful modification year.

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In `@tests/integration/test_lists/waives.txt` at line 1, Add the
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tests/integration/test_lists/waives.txt, using 2026 as the latest meaningful
modification year, while preserving the existing waiver entry unchanged.

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of tests/integration/test_lists/waives.txt, using 2026 as the latest meaningful
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📥 Commits

Reviewing files that changed from the base of the PR and between 5ea61f3 and b4fa76f.

📒 Files selected for processing (12)
  • tests/integration/defs/accuracy/test_disaggregated_serving.py
  • tests/integration/defs/disaggregated/test_configs/disagg_config_ctxtp2_gentp2_deepseek_v3_lite_ucx.yaml
  • tests/integration/defs/disaggregated/test_configs/disagg_config_ctxtp2_gentp2_llama31_8b.yaml
  • tests/integration/defs/disaggregated/test_disaggregated.py
  • tests/integration/test_lists/qa/llm_function_core.txt
  • tests/integration/test_lists/qa/llm_function_rtx6k.txt
  • tests/integration/test_lists/test-db/l0_dgx_b200.yml
  • tests/integration/test_lists/test-db/l0_dgx_b300.yml
  • tests/integration/test_lists/test-db/l0_dgx_h100.yml
  • tests/integration/test_lists/test-db/l0_h100.yml
  • tests/integration/test_lists/test-db/l0_rtx_pro_6000.yml
  • tests/integration/test_lists/waives.txt
💤 Files with no reviewable changes (6)
  • tests/integration/test_lists/test-db/l0_rtx_pro_6000.yml
  • tests/integration/test_lists/test-db/l0_dgx_b200.yml
  • tests/integration/test_lists/test-db/l0_h100.yml
  • tests/integration/test_lists/qa/llm_function_rtx6k.txt
  • tests/integration/defs/disaggregated/test_configs/disagg_config_ctxtp2_gentp2_deepseek_v3_lite_ucx.yaml
  • tests/integration/test_lists/test-db/l0_dgx_b300.yml
🚧 Files skipped from review as they are similar to previous changes (5)
  • tests/integration/defs/disaggregated/test_configs/disagg_config_ctxtp2_gentp2_llama31_8b.yaml
  • tests/integration/test_lists/qa/llm_function_core.txt
  • tests/integration/defs/disaggregated/test_disaggregated.py
  • tests/integration/test_lists/test-db/l0_dgx_h100.yml
  • tests/integration/defs/accuracy/test_disaggregated_serving.py

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PR_Github #64931 [ run ] triggered by Bot. Commit: b4fa76f Link to invocation

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PR_Github #64931 [ run ] completed with state SUCCESS. Commit: b4fa76f
/LLM/main/L0_MergeRequest_PR pipeline #52767 completed with status: 'FAILURE'

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Shixiaowei02 and others added 7 commits August 11, 2026 23:13
The 2**4 cross-product of ctx/gen overlap-scheduler x ctx/gen block-reuse
ran a full MMLU+GSM8K eval per combo. Overlap scheduler is token-invariant
(covered by unit tests test_benchmark_disagg.py and
test_disagg_gen_transfer_gate.py), so only the block-reuse axis changes
which KV blocks are transferred. Keep block-reuse on/off with overlap
enabled (production default) and drop the other 14 combos from CI
(l0_dgx_h100, llm_function_core).

Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
…d_decoding

Guided decoding runs entirely on the generation worker and the KV-cache
handoff is grammar-backend-agnostic, so exercising both xgrammar and
llguidance under disaggregated serving only re-validates grammar-engine
correctness that the aggregated guided-decoding tests already cover
(test_llm_api_pytorch.py has 7 backend-parametrized sites). Keep xgrammar
(the default) for the disagg plumbing guard and the DeepSeek guided+MTP
interaction; drop the llguidance combos from
TestLlama3_1_8BInstruct/TestDeepSeekV3Lite::test_guided_decoding (7 CI
entries across l0_rtx_pro_6000, llm_function_core, llm_function_rtx6k).

Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
…kv_cache_v2

UCX cache-transceiver coverage is model-agnostic plumbing already exercised by
the cheap unit/C++ tests (unittest/disaggregated UCX params, cpp/test_multi_gpu
test_cache_transceiver ucx_kvcache), so the expensive e2e UCX-specialized
integration tests are redundant. Remove test_disaggregated_deepseek_v3_lite_fp8_ucx
and test_disaggregated_deepseek_v3_lite_fp8_ucx_tp1_single_gpu, plus their now
orphaned config disagg_config_ctxtp2_gentp2_deepseek_v3_lite_ucx.yaml and its
config-map entry.

Also remove TestLlama3_1_8BInstruct::test_kv_cache_v2_nixl_python: the
KVCacheManager-v2 + NIXL + PYTHON transceiver path is model-agnostic and
byte-covered by test_cache_transceiver_single_process.py; TestDeepSeekV3Lite
keeps the canonical MLA representative.

Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
…ogprobs test

Switch the hardcoded backend=UCX in TestDeepSeekV3Lite/TestQwen3_8B
test_auto_dtype_with_helix and the TestQwen3_8B chunked-prefill helper to
DEFAULT, matching the rest of the accuracy suite (these tests cover helix and
chunked prefill, not UCX specifically). Remove test_disaggregated_logprobs_serving
and the llama31_8b_ucx config-map entry plus the orphaned yaml it exclusively
used.

Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
…nd config

Review follow-up on NVIDIA#16614 (yingguo-trt, fredricz-20070104): the consolidation
dropped test_disaggregated_logprobs_serving, which is the resident regression
guard for NVBug 5926823 (disagg + streaming + logprobs). Its API-level coverage
is unique -- streaming vs. non-streaming logprobs consistency across both the
completions and chat APIs, plus chat top_logprobs across the ctx/gen boundary.
test_disaggregated_single_gpu.py::test_disaggregated_logprobs only covers the
core prefill->decode propagation, so deleting this would be a test escape.

The test was never UCX-specific; it only reused the UCX yaml. Restore it on a
new DEFAULT-backend config and drop the explicit TRTLLM_USE_UCX_KVCACHE pin,
which keeps the de-UCX-specialization goal of this PR intact. UCX_TLS is kept,
matching every other non-pinned test in this file. The waive for the open bug
(NVBugs 6275959, fix in flight in NVIDIA#15221) is restored with it.

Restores the numpy import: np.isclose in this test is its only user.

Signed-off-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
test_disaggregated_logprobs_serving is the regression guard for NVBug 5926823
(disagg + streaming + logprobs). The migration to the DEFAULT-backend config
kept the test function and its waive, but dropped its entry from
qa/llm_function_core.txt, leaving it in no test list at all -- so lifting the
6275959 waive later would not have brought it back. Restore the entry; the
waive stays. validate-test-lists was already reporting this as a waive with no
active test list.

Two more entries that hook rejected, both from this branch's parametrize
consolidation rather than from review:

- test_guided_decoding[llguidance-mtp_nextn=2]: the backend list is now
  ["xgrammar"] only, so this ID no longer exists.
- test_auto_dtype[False-True-True-True]: the four boolean parametrize decorators
  became one (ctx,gen) pair with ids block_reuse/no_block_reuse, and the waived
  combination was the mixed ctx=True/gen=False one, which no longer exists.

Both waives point at test IDs that cannot be collected, so they are removed. If
6525893 still reproduces on a surviving test_auto_dtype variant, its waive needs
re-pointing rather than deleting.

Also record why DEFAULT is used instead of NIXL: launch_disaggregated_llm still
sets TRTLLM_USE_UCX_KVCACHE=1 for every backend but NIXL, so dropping the
per-test UCX pinning leaves transport coverage unchanged.

Signed-off-by: Xiaowei Shi <39303645+Shixiaowei02@users.noreply.github.com>
- test_auto_dtype: zipping the two block-reuse flags to [(True, True),
  (False, False)] kept only the symmetric pairs. ctx_enable_block_reuse=True
  with gen_enable_block_reuse=False is the one combination where the servers
  disagree about which blocks are resident, so it takes a different transfer
  path; add it back as `ctx_block_reuse_only`. Three runs instead of two, still
  a 5x cut from sixteen. The GB200 waive for nvbugs/6525893 -- which tracked
  exactly that combination under the old [False-True-True-True] id -- is
  re-pointed at the new id rather than dropped.

- waives.txt: drop the two H100 TestQwen3_5_*_VL::test_auto_dtype entries. They
  are unrelated to this consolidation and came in as a rebase artifact.

- test_disaggregated_logprobs_serving: with TRTLLM_USE_UCX_KVCACHE=1 gone and
  the config on backend DEFAULT, this harness no longer selects UCX, so the
  leftover UCX_TLS export does nothing. (The accuracy harness is different:
  launch_disaggregated_llm still sets TRTLLM_USE_UCX_KVCACHE=1 for every backend
  but NIXL, which is why its DEFAULT configs keep UCX coverage.)

Signed-off-by: Xiaowei Shi <39303645+Shixiaowei02@users.noreply.github.com>
@Shixiaowei02
Shixiaowei02 force-pushed the user/xiaoweis/trim-disagg-e2e-accuracy branch from b4fa76f to 125fa22 Compare August 12, 2026 08:48
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/bot run --add-multi-gpu-test --disable-fail-fast --extra-stage "DGX_B200-4_GPUs-PyTorch-Post-Merge-1, DGX_B200-4_GPUs-PyTorch-Post-Merge-2, DGX_B200-4_GPUs-PyTorch-Post-Merge-3, DGX_B200-4_GPUs-PyTorch-Post-Merge-4, RTXPro6000D-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-2, DGX_B300-4_GPUs-PyTorch-Post-Merge-1, DGX_B300-4_GPUs-PyTorch-Post-Merge-2"

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PR_Github #65542 [ run ] triggered by Bot. Commit: 125fa22 Link to invocation

@Shixiaowei02 Shixiaowei02 changed the title [None][Test] Consolidate dis-agg E2E Tests [None][test] Consolidate dis-agg E2E Tests Aug 12, 2026
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Shixiaowei02 commented Aug 12, 2026

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after this, TestDeepSeekV3Lite::test_guided_decoding has no llguidance coverage in disagg at all.

Thank you for the reminder. This was an intentional change. Similar tests are often waived in practice, so we'd like to see what issues, if any, might surface when removing them at a larger scale. We'd also like to evaluate whether those issues can be adequately covered and addressed through unit tests rather than relying on dis-agg E2E tests. @brnguyen2

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One thing worth calling out that isn't mentioned in the PR description: besides the UCX consolidation and parameter trimming, this PR also removes test_disaggregated_logprobs_serving (and its corresponding waive entry). That test is the resident regression guard for a customer bug (NVBug 5926823, disagg + streaming + logprobs).

Per our RCCA / test-escape policy, a customer-bug regression test shouldn't be silently dropped — it should be confirmed by the RCCA owner and the removal should be documented in the description. Could you please either (a) confirm that scenario is now covered elsewhere and note it in the PR description, or (b) keep (fix) the test instead of deleting it? Thanks!

Thanks for the comment. Kept the test rather than dropping it, test_disaggregated_logprobs_serving now runs on a DEFAULT-backend config (disagg_config_ctxtp2_gentp2_llama31_8b.yaml), with the nvbugs/6275959 waive and its llm_function_core.txt entry both retained, so the 5926823 regression guard stays scheduled and comes back automatically when the waive lifts. @fredricz-20070104

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PR_Github #65542 [ run ] completed with state SUCCESS. Commit: 125fa22
/LLM/main/L0_MergeRequest_PR pipeline #53280 completed with status: 'FAILURE'

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/bot run --add-multi-gpu-test --disable-fail-fast --extra-stage "DGX_B200-4_GPUs-PyTorch-Post-Merge-1, DGX_B200-4_GPUs-PyTorch-Post-Merge-2, DGX_B200-4_GPUs-PyTorch-Post-Merge-3, DGX_B200-4_GPUs-PyTorch-Post-Merge-4, RTXPro6000D-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-2, DGX_B300-4_GPUs-PyTorch-Post-Merge-1, DGX_B300-4_GPUs-PyTorch-Post-Merge-2"

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PR_Github #65854 [ run ] triggered by Bot. Commit: 125fa22 Link to invocation

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PR_Github #65854 [ run ] completed with state FAILURE. Commit: 125fa22
/LLM/main/L0_MergeRequest_PR pipeline #53549 completed with status: 'FAILURE'

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⚠️ Action Required:

  • Please check the failed tests and fix your PR
  • If you cannot view the failures, ask the CI triggerer to share details
  • Once fixed, request an NVIDIA team member to trigger CI again

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@Shixiaowei02

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/bot run --add-multi-gpu-test --disable-fail-fast --extra-stage "DGX_B200-4_GPUs-PyTorch-Post-Merge-1, DGX_B200-4_GPUs-PyTorch-Post-Merge-2, DGX_B200-4_GPUs-PyTorch-Post-Merge-3, DGX_B200-4_GPUs-PyTorch-Post-Merge-4, RTXPro6000D-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-1, RTXPro6000D-4_GPUs-PyTorch-Post-Merge-2, DGX_B300-4_GPUs-PyTorch-Post-Merge-1, DGX_B300-4_GPUs-PyTorch-Post-Merge-2"

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PR_Github #66111 [ run ] triggered by Bot. Commit: 125fa22 Link to invocation

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PR_Github #66111 [ run ] completed with state SUCCESS. Commit: 125fa22
/LLM/main/L0_MergeRequest_PR pipeline #53787 completed with status: 'SUCCESS'

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@Shixiaowei02
Shixiaowei02 merged commit 285df75 into NVIDIA:main Aug 14, 2026
15 of 16 checks passed
@Shixiaowei02
Shixiaowei02 deleted the user/xiaoweis/trim-disagg-e2e-accuracy branch August 14, 2026 03:28
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