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merrymercy committed Oct 16, 2024
1 parent 6ccc53d commit d2b4595
Showing 1 changed file with 52 additions and 0 deletions.
52 changes: 52 additions & 0 deletions test/srt/test_overlap_schedule.py
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import unittest
from types import SimpleNamespace

from sglang.srt.utils import kill_child_process
from sglang.test.run_eval import run_eval
from sglang.test.test_utils import (
DEFAULT_MODEL_NAME_FOR_TEST,
DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
DEFAULT_URL_FOR_TEST,
popen_launch_server,
)


class TestChunkedPrefill(unittest.TestCase):
def run_mmlu(self, disable_radix_cache, chunked_prefill_size=32):
other_args = ["--chunked-prefill-size", str(chunked_prefill_size)]
if disable_radix_cache:
other_args += ["--disable-radix-cache"]
other_args += ["--enable-overlap-schedule"]

model = DEFAULT_MODEL_NAME_FOR_TEST
base_url = DEFAULT_URL_FOR_TEST
process = popen_launch_server(
model,
base_url,
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
other_args=other_args,
)

args = SimpleNamespace(
base_url=base_url,
model=model,
eval_name="mmlu",
num_examples=64,
num_threads=32,
)

try:
metrics = run_eval(args)
assert metrics["score"] >= 0.65
finally:
kill_child_process(process.pid)

def test_no_radix_attention_no_chunked_prefill(self):
self.run_mmlu(disable_radix_cache=True, chunked_prefill_size=-1)

def test_radix_attention_no_chunked_prefill(self):
self.run_mmlu(disable_radix_cache=True, chunked_prefill_size=-1)


if __name__ == "__main__":
unittest.main()

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