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[Tiny]Move deepseek fp4 cutlass moe test to per-commit test (#15565)

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This commit is contained in:
Baizhou Zhang
2025-12-21 18:08:07 -08:00
committed by GitHub
parent 796969caf0
commit 468931b572
4 changed files with 60 additions and 77 deletions
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3
python/sglang/srt/model_executor/model_runner.py
View File

@@ -2365,8 +2365,9 @@ class ModelRunner:
backend_str = self.server_args.moe_runner_backend
if backend_str not in [
"flashinfer_trtllm",
"flashinfer_cutlass",
"flashinfer_mxfp4",
# TODO: flashinfer_cutlass will cause some flashinfer compilation errors. To be fixed.
# "flashinfer_cutlass",
]:
return False

75
test/nightly/test_deepseek_v3_fp4_cutlass_moe.py
View File

@@ -1,75 +0,0 @@
import unittest
from types import SimpleNamespace
from sglang.srt.utils import kill_process_tree
from sglang.test.ci.ci_register import register_cuda_ci
from sglang.test.few_shot_gsm8k import run_eval as run_eval_few_shot_gsm8k
from sglang.test.test_utils import (
DEFAULT_URL_FOR_TEST,
CustomTestCase,
is_in_ci,
popen_launch_server,
write_github_step_summary,
)
register_cuda_ci(est_time=900, suite="nightly-4-gpu-b200", nightly=True)
FULL_DEEPSEEK_V3_FP4_MODEL_PATH = "nvidia/DeepSeek-V3-0324-FP4"
SERVER_LAUNCH_TIMEOUT = 1000
class TestDeepseekV3FP4CutlassMoE(CustomTestCase):
@classmethod
def setUpClass(cls):
cls.model = FULL_DEEPSEEK_V3_FP4_MODEL_PATH
cls.base_url = DEFAULT_URL_FOR_TEST
other_args = [
"--tp",
"4",
"--ep",
"4",
"--attention-backend",
"trtllm_mla",
"--moe-runner-backend",
"flashinfer_cutlass",
"--quantization",
"modelopt_fp4",
"--model-loader-extra-config",
'{"enable_multithread_load": true}',
]
cls.process = popen_launch_server(
cls.model,
cls.base_url,
timeout=SERVER_LAUNCH_TIMEOUT,
other_args=other_args,
)
@classmethod
def tearDownClass(cls):
kill_process_tree(cls.process.pid)
def test_a_gsm8k(
self,
): # Append an "a" to make this test run first (alphabetically) to warm up the server
args = SimpleNamespace(
num_shots=8,
data_path=None,
num_questions=1319,
parallel=1319,
max_new_tokens=512,
host="http://127.0.0.1",
port=int(self.base_url.split(":")[-1]),
)
metrics = run_eval_few_shot_gsm8k(args)
print(f"{metrics=}")
if is_in_ci():
write_github_step_summary(
f"### test_gsm8k (deepseek-v3-fp4-cutlass-moe)\n"
f'{metrics["accuracy"]=:.3f}\n'
)
self.assertGreater(metrics["accuracy"], 0.935)
if __name__ == "__main__":
unittest.main()

1
test/run_suite_nightly.py
View File

@@ -23,7 +23,6 @@ suites = {
TestFile("test_flashinfer_trtllm_gen_moe_backend.py", 300),
TestFile("test_gpt_oss_4gpu_perf.py", 600),
TestFile("test_flashinfer_trtllm_gen_attn_backend.py", 300),
TestFile("test_deepseek_v3_fp4_cutlass_moe.py", 900),
TestFile("test_fp4_moe.py", 300),
TestFile("test_qwen3_fp4_trtllm_gen_moe.py", 300),
TestFile("test_eagle_infer_beta_dp_attention_large.py", 600),

58
test/srt/test_deepseek_v3_fp4_4gpu.py
View File

@@ -1,3 +1,4 @@
import os
import unittest
from types import SimpleNamespace
@@ -149,5 +150,62 @@ class TestDeepseekV3FP4PiecewiseCudaGraph(CustomTestCase):
self.assertGreater(speed, 120)
class TestDeepseekV3FP4CutlassMoE(CustomTestCase):
@classmethod
def setUpClass(cls):
cls.model = FULL_DEEPSEEK_V3_FP4_MODEL_PATH
cls.base_url = DEFAULT_URL_FOR_TEST
other_args = [
"--tp",
"4",
"--ep",
"4",
"--attention-backend",
"trtllm_mla",
"--moe-runner-backend",
"flashinfer_cutlass",
"--quantization",
"modelopt_fp4",
"--model-loader-extra-config",
'{"enable_multithread_load": true}',
]
cls.process = popen_launch_server(
cls.model,
cls.base_url,
timeout=SERVER_LAUNCH_TIMEOUT,
other_args=other_args,
env={
**os.environ,
"SGLANG_MOE_NVFP4_DISPATCH": "1", # Enable nvfp4 all gather
},
)
@classmethod
def tearDownClass(cls):
kill_process_tree(cls.process.pid)
def test_a_gsm8k(
self,
): # Append an "a" to make this test run first (alphabetically) to warm up the server
args = SimpleNamespace(
num_shots=8,
data_path=None,
num_questions=1319,
parallel=1319,
max_new_tokens=512,
host="http://127.0.0.1",
port=int(self.base_url.split(":")[-1]),
)
metrics = run_eval_few_shot_gsm8k(args)
print(f"{metrics=}")
if is_in_ci():
write_github_step_summary(
f"### test_gsm8k (deepseek-v3-fp4-cutlass-moe)\n"
f'{metrics["accuracy"]=:.3f}\n'
)
self.assertGreater(metrics["accuracy"], 0.935)
if __name__ == "__main__":
unittest.main()