88 lines
2.4 KiB
Python
88 lines
2.4 KiB
Python
import unittest
|
|
|
|
from sglang.srt.environ import envs
|
|
from sglang.test.kits.radix_cache_server_kit import run_radix_attention_test
|
|
from sglang.test.test_utils import (
|
|
DEFAULT_SMALL_MODEL_NAME_FOR_TEST,
|
|
DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
|
|
DEFAULT_URL_FOR_TEST,
|
|
CustomTestCase,
|
|
is_in_ci,
|
|
kill_process_tree,
|
|
popen_launch_server,
|
|
)
|
|
|
|
|
|
class TestRadixCacheFCFS(CustomTestCase):
|
|
@classmethod
|
|
def setUpClass(cls):
|
|
cls.model = DEFAULT_SMALL_MODEL_NAME_FOR_TEST
|
|
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=[
|
|
"--chunked-prefill-size",
|
|
"128",
|
|
"--max-total-tokens",
|
|
"20000",
|
|
"--schedule-policy",
|
|
"fcfs",
|
|
],
|
|
)
|
|
|
|
@classmethod
|
|
def tearDownClass(cls):
|
|
kill_process_tree(cls.process.pid)
|
|
|
|
def test_radix_attention(self):
|
|
run_radix_attention_test(self.base_url)
|
|
|
|
|
|
@unittest.skipIf(is_in_ci(), "To reduce the CI execution time.")
|
|
class TestRadixCacheLPM(TestRadixCacheFCFS):
|
|
@classmethod
|
|
def setUpClass(cls):
|
|
cls.model = DEFAULT_SMALL_MODEL_NAME_FOR_TEST
|
|
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=[
|
|
"--chunked-prefill-size",
|
|
"128",
|
|
"--max-total-tokens",
|
|
"20000",
|
|
"--schedule-policy",
|
|
"lpm",
|
|
],
|
|
)
|
|
|
|
|
|
class TestRadixCacheNonOverlapLPM(TestRadixCacheFCFS):
|
|
@classmethod
|
|
def setUpClass(cls):
|
|
cls.model = DEFAULT_SMALL_MODEL_NAME_FOR_TEST
|
|
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=[
|
|
"--disable-overlap-schedule",
|
|
"--chunked-prefill-size",
|
|
"128",
|
|
"--max-total-tokens",
|
|
"20000",
|
|
"--schedule-policy",
|
|
"lpm",
|
|
],
|
|
)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
envs.SGLANG_TEST_RETRACT.set(True)
|
|
unittest.main()
|