3f3c201243
Co-authored-by: kkHuang-amd <wunhuang@amd.com> Co-authored-by: YC Tseng <yctseng@amd.com>
124 lines
3.7 KiB
Python
124 lines
3.7 KiB
Python
import time
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import unittest
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from types import SimpleNamespace
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import requests
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from sglang.srt.environ import envs
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from sglang.srt.utils import kill_process_tree
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from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
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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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CustomTestCase,
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popen_launch_server,
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)
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from sglang.utils import is_in_ci
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register_cuda_ci(est_time=311, suite="stage-b-test-small-1-gpu")
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register_amd_ci(est_time=600, suite="stage-b-test-small-1-gpu-amd")
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class TestRetractDecode(CustomTestCase):
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"""python -m unittest test_retract_decode.TestRetractDecode"""
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other_args = []
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@classmethod
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def setUpClass(cls):
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cls.model = DEFAULT_MODEL_NAME_FOR_TEST
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cls.base_url = DEFAULT_URL_FOR_TEST
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launch_args = ["--chunked-prefill-size", "128"] + cls.other_args
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with envs.SGLANG_TEST_RETRACT.override(
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True
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), envs.SGLANG_ENABLE_STRICT_MEM_CHECK_DURING_BUSY.override(1):
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cls.process = popen_launch_server(
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cls.model,
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cls.base_url,
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timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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other_args=launch_args,
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)
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@classmethod
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def tearDownClass(cls):
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kill_process_tree(cls.process.pid)
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def test_mmlu(self):
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args = SimpleNamespace(
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base_url=self.base_url,
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model=self.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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metrics = run_eval(args)
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self.assertGreaterEqual(metrics["score"], 0.65)
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time.sleep(1) # wait for mem check
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assert self.process.poll() is None, "Server crashed during test"
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class TestRetractDecodePaged(TestRetractDecode):
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"""python -m unittest test_retract_decode.TestRetractDecodePaged"""
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other_args = ["--page-size", "16"]
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class TestRetractDecodeChunkCache(TestRetractDecode):
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"""python -m unittest test_retract_decode.TestRetractDecodeChunkCache"""
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other_args = ["--disable-radix-cache"]
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class TestRetractDecodeChunkCachePaged(TestRetractDecode):
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"""python -m unittest test_retract_decode.TestRetractDecodeChunkCachePaged"""
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other_args = ["--disable-radix-cache", "--page-size", "16"]
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@unittest.skipIf(is_in_ci(), "Skipped in CI due to long runtime")
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class TestRetractDecodeLongOutput(CustomTestCase):
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"""python -m unittest test_retract_decode.TestRetractDecodeLongOutput"""
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other_args = []
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@classmethod
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def setUpClass(cls):
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cls.model = DEFAULT_MODEL_NAME_FOR_TEST
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cls.base_url = DEFAULT_URL_FOR_TEST
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launch_args = [
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"--chunked-prefill-size",
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"128",
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"--page-size",
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"16",
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] + cls.other_args
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cls.process = popen_launch_server(
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cls.model,
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cls.base_url,
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timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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other_args=launch_args,
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)
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def test_long_output_retract(self):
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data = {
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"input_ids": [[233 + i] * 1234 for i in range(256)],
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"sampling_params": {"max_new_tokens": 90000, "ignore_eos": True},
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}
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res = requests.post(f"{self.base_url}/generate", json=data)
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assert res.status_code == 200, f"Request failed: {res.status_code}"
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assert self.process.poll() is None, "Server crashed during test"
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@unittest.skipIf(is_in_ci(), "Skipped in CI due to long runtime")
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class TestRetractDecodeLongOutputChunkCache(TestRetractDecodeLongOutput):
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"""python -m unittest test_retract_decode.TestRetractDecodeLongOutputChunkCache"""
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other_args = ["--disable-radix-cache"]
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if __name__ == "__main__":
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unittest.main()
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