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[https://nvbugs/5875296][fix] Fix TritonMOE test for Qwen3_30B_A3B #11495

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Merged
dongfengy merged 2 commits into from
Feb 16, 2026
Merged

[https://nvbugs/5875296][fix] Fix TritonMOE test for Qwen3_30B_A3B #11495

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[https://nvbugs/5875296][fix] Fix TritonMOE test for Qwen3_30B_A3B
dongfengy Feb 13, 2026
0cdb4a3
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dongfengy Feb 13, 2026
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17 changes: 9 additions & 8 deletions tests/integration/defs/accuracy/test_llm_api_pytorch.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3615,10 +3615,7 @@ def test_nvfp4(
task = GSM8K(self.MODEL_NAME)
task.evaluate(llm)

@pytest.mark.parametrize(
"moe_backend",
["CUTLASS",
pytest.param("TRITON", marks=skip_no_hopper), "TRTLLM"])
@pytest.mark.parametrize("moe_backend", ["CUTLASS", "TRTLLM"])
@pytest.mark.parametrize(
"tp_size,pp_size,ep_size,attention_dp,cuda_graph,overlap_scheduler", [
(1, 1, 1, False, True, True),
Expand Down Expand Up @@ -3674,11 +3671,15 @@ def test_w4a8_mxfp4(self, moe_backend, tp_size, pp_size, ep_size,
task = MMLU(self.MODEL_NAME)
task.evaluate(llm)

@skip_pre_blackwell
@pytest.mark.parametrize("moe_backend", [
pytest.param("TRITON", marks=skip_no_hopper),
pytest.param("TRTLLM", marks=skip_pre_blackwell)
])
@pytest.mark.parametrize(
"tp_size,pp_size,ep_size,attention_dp,cuda_graph,overlap_scheduler,moe_backend",
[(1, 1, 1, False, True, True, "TRTLLM")],
ids=["latency-TRTLLM"])
"tp_size,pp_size,ep_size,attention_dp,cuda_graph,overlap_scheduler", [
(1, 1, 1, False, True, True),
],
ids=["latency"])
def test_w4a16_mxfp4(self, tp_size, pp_size, ep_size, attention_dp,
cuda_graph, overlap_scheduler, moe_backend):
pytorch_config = dict(
Expand Down
2 changes: 1 addition & 1 deletion tests/integration/test_lists/qa/llm_function_core.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -144,7 +144,7 @@ accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_cutl
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_trtllm-torch_compile=False]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_trtllm-torch_compile=True]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-CUTLASS]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRITON]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a16_mxfp4[latency-TRITON]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRTLLM]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-TRTLLM]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-CUTLASS]
Expand Down
2 changes: 1 addition & 1 deletion tests/integration/test_lists/qa/llm_function_core_sanity.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -165,7 +165,7 @@ accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_trtl
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_trtllm-torch_compile=True]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a16_mxfp4[latency-TRTLLM]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-CUTLASS]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRITON]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a16_mxfp4[latency-TRITON]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRTLLM]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-CUTLASS]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-TRTLLM]
Expand Down
2 changes: 1 addition & 1 deletion tests/integration/test_lists/qa/llm_function_nim.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -141,7 +141,7 @@ accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_trtl
accuracy/test_llm_api_pytorch.py::TestQwen3_8B::test_w4a8_mxfp4[fp8-latency]
accuracy/test_llm_api_pytorch.py::TestQwen3_8B::test_w4a8_mxfp4[mxfp8-latency]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-CUTLASS]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRITON]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a16_mxfp4[latency-TRITON]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRTLLM]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-TRTLLM]
accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-CUTLASS]
Expand Down
2 changes: 1 addition & 1 deletion tests/integration/test_lists/test-db/l0_b200.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -50,7 +50,7 @@ l0_b200:
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_trtllm-torch_compile=False]
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[latency_moe_trtllm-torch_compile=True]
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-CUTLASS]
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRITON]
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a16_mxfp4[latency-TRITON]
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[fp8-latency-TRTLLM]
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-TRTLLM]
- accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_w4a8_mxfp4[mxfp8-latency-CUTLASS]
Expand Down