60 lines
1.7 KiB
Python
60 lines
1.7 KiB
Python
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_URL_FOR_UNIT_TEST,
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popen_launch_server,
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)
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class TestChunkedPrefill(unittest.TestCase):
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def run_mmlu(self, disable_radix_cache, enable_mixed_chunk):
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other_args = ["--chunked-prefill-size", "32"]
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if disable_radix_cache:
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other_args += ["--disable-radix-cache"]
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if enable_mixed_chunk:
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other_args += ["--enable-mixed-chunk"]
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model = DEFAULT_MODEL_NAME_FOR_TEST
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base_url = DEFAULT_URL_FOR_UNIT_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=300,
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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=32,
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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"] >= 0.6
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finally:
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kill_child_process(process.pid)
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def test_chunked_prefill(self):
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self.run_mmlu(disable_radix_cache=False, enable_mixed_chunk=False)
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def test_mixed_chunked_prefill(self):
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self.run_mmlu(disable_radix_cache=False, enable_mixed_chunk=True)
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def test_chunked_prefill_without_radix_cache(self):
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self.run_mmlu(disable_radix_cache=True, enable_mixed_chunk=False)
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def test_mixed_chunked_prefill_without_radix_cache(self):
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self.run_mmlu(disable_radix_cache=True, enable_mixed_chunk=True)
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if __name__ == "__main__":
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unittest.main()
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