66 lines
2.0 KiB
Python
66 lines
2.0 KiB
Python
"""
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Usage:
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SGLANG_IS_IN_CI=true python3 -m unittest test_overlap_schedule.TestOverlapSchedule.test_radix_attention_chunked_prefill
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SGLANG_IS_IN_CI=true python3 test_overlap_schedule.py
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"""
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import unittest
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from types import SimpleNamespace
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from sglang.srt.utils import kill_child_process
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from sglang.test.run_eval import run_eval
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from sglang.test.test_utils import (
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DEFAULT_MODEL_NAME_FOR_TEST,
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DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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DEFAULT_URL_FOR_TEST,
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popen_launch_server,
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)
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class TestOverlapSchedule(unittest.TestCase):
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def run_mmlu(self, disable_radix_cache, chunked_prefill_size=32):
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other_args = ["--chunked-prefill-size", str(chunked_prefill_size)]
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if disable_radix_cache:
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other_args += ["--disable-radix-cache"]
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other_args += ["--enable-overlap-schedule"]
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model = DEFAULT_MODEL_NAME_FOR_TEST
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base_url = DEFAULT_URL_FOR_TEST
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process = popen_launch_server(
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model,
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base_url,
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timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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other_args=other_args,
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)
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args = SimpleNamespace(
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base_url=base_url,
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model=model,
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eval_name="mmlu",
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num_examples=64,
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num_threads=32,
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)
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try:
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metrics = run_eval(args)
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assert metrics["score"] >= 0.65
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finally:
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kill_child_process(process.pid)
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def test_no_radix_attention_chunked_prefill(self):
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self.run_mmlu(disable_radix_cache=True, chunked_prefill_size=32)
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def test_no_radix_attention_no_chunked_prefill(self):
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self.run_mmlu(disable_radix_cache=True, chunked_prefill_size=-1)
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def test_radix_attention_chunked_prefill(self):
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self.run_mmlu(disable_radix_cache=False, chunked_prefill_size=32)
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def test_radix_attention_no_chunked_prefill(self):
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self.run_mmlu(disable_radix_cache=False, chunked_prefill_size=-1)
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if __name__ == "__main__":
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unittest.main()
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# @unittest.skip("did not support")
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