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[https://nvbugs/5410687][test] Add deepseek r1-w4afp8 quickstart by fredricz-20070104 · Pull Request #7645 · NVIDIA/TensorRT-LLM · GitHub
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@fredricz-20070104 fredricz-20070104 commented Sep 9, 2025

Add deepseek r1-w4afp8 quickstart.
According to this bug ID - https://nvbugspro.nvidia.com/bug/5410687.

Summary by CodeRabbit

  • Tests
    • Expanded end-to-end coverage to include an 8‑GPU DeepSeek configuration in advanced quickstart flows.
    • Updated QA test suites to include the new scenario, improving coverage in both core and sanity lists.
    • Added environment gating to skip unsupported architectures and enforce memory/device guardrails for reliability.
    • Enhances overall test robustness and confidence for multi‑GPU deployments.

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Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
@fredricz-20070104 fredricz-20070104 changed the title [https://nvbugspro.nvidia.com/bug/5410687][test] Add deepseek r1-w4afp8 quickstart [https://nvbugs/5410687][test] Add deepseek r1-w4afp8 quickstart Sep 9, 2025
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/bot run --skip-test

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📝 Walkthrough

Walkthrough

Adds a new DeepSeek 8‑GPU end-to-end test to the integration suite, updates imports to include skip_pre_ada, and registers the test in two QA test lists. The new test block appears twice in the e2e file, creating a duplicate definition.

Changes

Cohort / File(s) Summary
Integration E2E test additions
tests/integration/defs/test_e2e.py
Adds test_ptp_quickstart_advanced_deepseek_r1_w4afp8_8gpus with gating (skip_pre_ada, skip_post_blackwell) and device/memory guards; invokes quickstart_advanced.py with specified parameters; asserts memory usage. The same test block is introduced twice (duplicate). Updates import list to include skip_pre_ada.
QA test list updates
tests/integration/test_lists/qa/llm_function_core.txt, tests/integration/test_lists/qa/llm_function_core_sanity.txt
Registers the new DeepSeek 8‑GPU e2e test in core and sanity test lists; no removals or other modifications.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Pre-merge checks (1 passed, 2 warnings)

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✅ Passed checks (1 passed)
Check name Status Explanation
Title Check ✅ Passed The title correctly follows the repository’s required “[ticket][type] Summary” format by referencing the NVBugs ID, using a valid type “[test]”, and concisely summarizing the main change—adding the DeepSeek R1-W4AFP8 quickstart—so it clearly reflects the primary purpose of the pull request.

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/bot run --skip-test

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Actionable comments posted: 1

🧹 Nitpick comments (2)
tests/integration/defs/test_e2e.py (2)

35-36: Drop redundant skip_pre_ada import.

This test is already gated stricter via skip_pre_hopper on the param; skip_pre_ada at function-level adds noise.

Apply:

-from .conftest import (llm_models_root, skip_no_sm120, skip_nvlink_inactive,
-                       skip_post_blackwell, skip_pre_ada, skip_pre_blackwell,
+from .conftest import (llm_models_root, skip_no_sm120, skip_nvlink_inactive,
+                       skip_post_blackwell, skip_pre_blackwell,
                        skip_pre_hopper, tests_path, unittest_path)

2158-2190: W4AFP8 8-GPU quickstart: solid gating; consider removing skip_pre_ada and add traceability note.

  • Keep only skip_post_blackwell + param-level skip_pre_hopper; drop skip_pre_ada to avoid mixed gating.
  • Add NVBugs reference for future maintainers.

Apply:

-@skip_pre_ada
 @skip_post_blackwell
 @pytest.mark.skip_less_device_memory(80000)
 @pytest.mark.skip_less_device(8)
 @pytest.mark.parametrize("model_name,model_path", [
     pytest.param('DeepSeek-R1-W4AFP8',
                  'DeepSeek-R1/DeepSeek-R1-W4AFP8',
                  marks=skip_pre_hopper),
 ])
 def test_ptp_quickstart_advanced_deepseek_r1_w4afp8_8gpus(
         llm_root, llm_venv, model_name, model_path):
-    print(f"Testing {model_name}.")
+    # NVBugs: 5410687 – DeepSeek R1 W4AFP8 quickstart validation.
+    print(f"Testing {model_name}.")
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  • tests/integration/defs/test_e2e.py (2 hunks)
  • tests/integration/test_lists/qa/llm_function_core.txt (1 hunks)
  • tests/integration/test_lists/qa/llm_function_core_sanity.txt (1 hunks)
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📚 Learning: 2025-07-28T17:06:08.621Z
Learnt from: moraxu
PR: NVIDIA/TensorRT-LLM#6303
File: tests/integration/test_lists/qa/examples_test_list.txt:494-494
Timestamp: 2025-07-28T17:06:08.621Z
Learning: In TensorRT-LLM testing, it's common to have both CLI flow tests (test_cli_flow.py) and PyTorch API tests (test_llm_api_pytorch.py) for the same model. These serve different purposes: CLI flow tests validate the traditional command-line workflow, while PyTorch API tests validate the newer LLM API backend. Both are legitimate and should coexist.

Applied to files:

  • tests/integration/test_lists/qa/llm_function_core.txt
  • tests/integration/test_lists/qa/llm_function_core_sanity.txt
📚 Learning: 2025-08-26T09:49:04.956Z
Learnt from: pengbowang-nv
PR: NVIDIA/TensorRT-LLM#7192
File: tests/integration/test_lists/test-db/l0_dgx_b200.yml:56-72
Timestamp: 2025-08-26T09:49:04.956Z
Learning: In TensorRT-LLM test configuration files, the test scheduling system handles wildcard matching with special rules that prevent duplicate test execution even when the same tests appear in multiple yaml files with overlapping GPU wildcards (e.g., "*b200*" and "*gb200*").

Applied to files:

  • tests/integration/test_lists/qa/llm_function_core.txt
📚 Learning: 2025-08-06T13:58:07.506Z
Learnt from: galagam
PR: NVIDIA/TensorRT-LLM#6487
File: tests/unittest/_torch/auto_deploy/unit/singlegpu/test_ad_trtllm_bench.py:1-12
Timestamp: 2025-08-06T13:58:07.506Z
Learning: In TensorRT-LLM, test files (files under tests/ directories) do not require NVIDIA copyright headers, unlike production source code files. Test files typically start directly with imports, docstrings, or code.

Applied to files:

  • tests/integration/test_lists/qa/llm_function_core.txt
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tests/integration/defs/test_e2e.py (1)
tests/integration/defs/conftest.py (5)
  • tests_path (85-86)
  • unittest_path (89-90)
  • llm_root (181-182)
  • llm_venv (715-732)
  • llm_models_root (77-82)
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🔇 Additional comments (2)
tests/integration/test_lists/qa/llm_function_core_sanity.txt (1)

218-218: No duplicate entries found
The test test_e2e.py::test_ptp_quickstart_advanced_deepseek_r1_w4afp8_8gpus appears only once in tests/integration/test_lists/qa/llm_function_core_sanity.txt (line 218).

tests/integration/defs/test_e2e.py (1)

2188-2189: Persist logs to verify peak memory or manually confirm on 8-GPU node
NamedTemporaryFile is deleted on close, so static grepping *.log won’t work. Run the test on a representative 8-GPU node with delete_on_close disabled (or redirect running_log to a persistent file) and inspect the “Peak memory during memory usage profiling” entry to confirm the 50.0 GiB threshold.

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/bot run

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PR_Github #18195 [ run ] triggered by Bot

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PR_Github #18196 [ run ] triggered by Bot

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PR_Github #18195 [ run ] completed with state ABORTED

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PR_Github #18197 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #13638 completed with status: 'SUCCESS'

@crazydemo crazydemo merged commit ef620f3 into NVIDIA:main Sep 10, 2025
7 of 11 checks passed
Wong4j pushed a commit to Wong4j/TensorRT-LLM that referenced this pull request Sep 20, 2025
…DIA#7645)

Signed-off-by: FredricZ-2007 <226039983+fredricz-20070104@users.noreply.github.com>
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