58 lines
1.5 KiB
Python
58 lines
1.5 KiB
Python
import unittest
|
|
|
|
from sglang.srt.utils import kill_process_tree
|
|
from sglang.test.run_eval import run_eval
|
|
from sglang.test.test_utils import (
|
|
DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
|
|
DEFAULT_URL_FOR_TEST,
|
|
CustomTestCase,
|
|
SimpleNamespace,
|
|
popen_launch_server,
|
|
)
|
|
|
|
|
|
class TestPiecewiseCudaGraphQwen3OmniMOE(CustomTestCase):
|
|
"""Test piecewise CUDA graph with Qwen3-Omni-30B-A3B-Instruct model"""
|
|
|
|
@classmethod
|
|
def setUpClass(cls):
|
|
cls.model = "Qwen/Qwen3-Omni-30B-A3B-Instruct"
|
|
cls.base_url = DEFAULT_URL_FOR_TEST
|
|
cls.process = popen_launch_server(
|
|
cls.model,
|
|
cls.base_url,
|
|
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
|
|
other_args=[
|
|
"--enable-piecewise-cuda-graph",
|
|
"--piecewise-cuda-graph-compiler",
|
|
"eager",
|
|
"--disable-radix-cache",
|
|
"--tp=2",
|
|
],
|
|
)
|
|
|
|
@classmethod
|
|
def tearDownClass(cls):
|
|
kill_process_tree(cls.process.pid)
|
|
|
|
def test_gsm8k_accuracy(self):
|
|
"""Test GSM8K accuracy with 8-shot setting"""
|
|
num_examples = 2000
|
|
|
|
args = SimpleNamespace(
|
|
base_url=self.base_url,
|
|
model=self.model,
|
|
eval_name="mgsm_en",
|
|
num_examples=num_examples,
|
|
num_threads=min(num_examples, 1024),
|
|
)
|
|
|
|
metrics = run_eval(args)
|
|
print(f"GSM8K Accuracy: {metrics['score']:.3f}")
|
|
|
|
self.assertGreaterEqual(metrics["score"], 0.70)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main()
|