[TRTLLM-7363][test] Add 8-GPU test cases for RTX6000

[StanleySun639]

Summary by CodeRabbit

• Tests
  • Added five new test entries expanding multi‑GPU and latency/throughput coverage, including DeepSeek‑R1 variants.
  • Two parameterized test matrices updated to include the DeepSeek‑R1‑0528‑FP4 variant; entries are gated with existing skip_pre_blackwell flags.
  • No runtime, API, or user‑facing behavior changes—only CI test matrix expansion.

Description

Test Coverage

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[coderabbitai]

📝 Walkthrough

Walkthrough

Adds new test selectors to the QA test list (including Qwen3 and DeepSeek-R1 FP4 variants) and expands two parameterized end-to-end test matrices to include DeepSeek-R1-0528-FP4; no production code or runtime control-flow changes.

Changes

Cohort / File(s)	Summary
QA test list additions tests/integration/test_lists/qa/llm_function_rtx6kd.txt	Appends five test selectors pointing to existing test implementations: accuracy/test_llm_api_pytorch.py::TestQwen3_235B_A22B::test_nvfp4[latency_moe_cutlass], accuracy/test_llm_api_pytorch.py::TestQwen3_235B_A22B::test_nvfp4[latency_moe_trtllm], accuracy/test_llm_api_pytorch.py::TestQwen3_235B_A22B::test_nvfp4[latency_moe_trtllm_eagle3], accuracy/test_llm_api_pytorch.py::TestDeepSeekR1::test_nvfp4_multi_gpus[throughput_tp8], and test_e2e.py::test_ptp_quickstart_advanced_deepseek_r1_8gpus[DeepSeek-R1-0528-FP4-DeepSeek-R1/DeepSeek-R1-0528-FP4].
E2E test matrix updates tests/integration/defs/test_e2e.py	Adds DeepSeek-R1-0528-FP4 (path DeepSeek-R1/DeepSeek-R1-0528-FP4) to two parameterized tests: test_ptp_quickstart_advanced_deepseek_v3_lite_4gpus_adp_balance and test_ptp_quickstart_advanced_deepseek_r1_8gpus, marked with skip_pre_blackwell.

Sequence Diagram(s)

No sequence diagram — changes are additions to test selection/matrices only, with no runtime or control-flow modifications.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related PRs

• [TRTLLM-6473][test] add speculative decoding and ep load balance cases into QA test list #6436 — Modifies QA test lists to add nvfp4/eagle3 and DeepSeek-related test variants; overlaps test selectors added here.
• [None][test] align kv_frac in perf test with perflab and add more cases for 4 gpus GB200 #6632 — Adds DeepSeek-R1-0528-FP4 to test configurations; directly overlaps the model added to parameterized matrices.
• [https://nvbugs/5437405][fix] qwen3 235b eagle3 ci #7000 — Adds Qwen3-235B nvfp4 test variants and related selectors; overlaps with Qwen3 entries appended to the QA list.

Suggested reviewers

• pamelap-nvidia
• litaotju
• LarryXFly

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📥 Commits

Reviewing files that changed from the base of the PR and between 08a684a and 861ee12.

📒 Files selected for processing (2)

• tests/integration/defs/test_e2e.py (1 hunks)
• tests/integration/test_lists/qa/llm_function_rtx6kd.txt (2 hunks)

🚧 Files skipped from review as they are similar to previous changes (2)

• tests/integration/defs/test_e2e.py
• tests/integration/test_lists/qa/llm_function_rtx6kd.txt

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[StanleySun639]

/bot run

[tensorrt-cicd]

PR_Github #17483 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #17483 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #13138 completed with status: 'FAILURE'

[StanleySun639]

/bot run --skip-test

[tensorrt-cicd]

PR_Github #17503 [ run ] triggered by Bot

[StanleySun639]

/bot run --skip-test

[tensorrt-cicd]

PR_Github #17510 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #17503 [ run ] completed with state ABORTED

[tensorrt-cicd]

PR_Github #17510 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #13163 (Partly Tested) completed with status: 'FAILURE'

[StanleySun639]

/bot run --skip-test

[tensorrt-cicd]

PR_Github #17520 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #17520 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #13169 (Partly Tested) completed with status: 'SUCCESS'

[StanleySun639]

/bot skip --comment "qa test only"

[tensorrt-cicd]

PR_Github #17532 [ skip ] triggered by Bot

[tensorrt-cicd]

PR_Github #17532 [ skip ] completed with state SUCCESS
Skipping testing for commit e5afd21