Fix DP attention on CPU (#12961)
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@@ -8,6 +8,7 @@ from types import SimpleNamespace
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from sglang.srt.utils import kill_process_tree
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from sglang.test.ci.ci_register import register_cpu_ci
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from sglang.test.few_shot_gsm8k import run_eval as run_eval_few_shot_gsm8k
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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_MLA_MODEL_NAME_FOR_TEST,
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@@ -72,5 +73,51 @@ class TestIntelAMXAttnBackend(CustomTestCase):
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kill_process_tree(process.pid)
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class TestDPAttention(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = DEFAULT_MLA_MODEL_NAME_FOR_TEST
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cls.base_url = DEFAULT_URL_FOR_TEST
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other_args = [
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"--trust-remote-code",
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"--disable-radix-cache",
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"--attention-backend",
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"intel_amx",
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"--mem-fraction-static",
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"0.1",
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"--disable-overlap-schedule",
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"--tp",
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"2",
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"--enable-dp-attention",
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"--dp",
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"2",
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]
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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=other_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_dp_attention_DP2TP2(self):
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args = SimpleNamespace(
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num_shots=5,
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data_path=None,
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num_questions=32,
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parallel=32,
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max_new_tokens=512,
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host="http://127.0.0.1",
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port=int(self.base_url.split(":")[-1]),
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)
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metrics = run_eval_few_shot_gsm8k(args)
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print(f"Eval accuracy of GSM8K: {metrics=}")
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self.assertGreater(metrics["accuracy"], 0.7)
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if __name__ == "__main__":
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unittest.main()
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