[UnifiedTree] Add CP sync (#25395)
Co-authored-by: Zhangheng <hzh0425@apache.org>
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co-authored by
Zhangheng
parent
93173b27e8
commit
63dc20ae6c
@@ -0,0 +1,77 @@
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import unittest
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from sglang.srt.utils import kill_process_tree
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from sglang.test.ci.ci_register import register_cuda_ci
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from sglang.test.kits.unified_radix_cache_kit import UnifiedRadixTreeTestMixin
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from sglang.test.kl_multiturn_utils import get_input_ids
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from sglang.test.test_utils import (
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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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register_cuda_ci(est_time=400, stage="base-c", runner_config="4-gpu-h100")
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QWEN3_30B_MODEL = "Qwen/Qwen3-30B-A3B-FP8"
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class TestUnifiedQwen3HiCacheCP(UnifiedRadixTreeTestMixin, CustomTestCase):
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"""Qwen3-30B-A3B-FP8 + HiCache + CP + UnifiedRadixCache."""
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hicache_io_backend = "direct"
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hicache_mem_layout = "page_first_direct"
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max_running_requests = 32
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kl_threshold = 0.005
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gsm8k_threshold = 0.7
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mmlu_threshold = 0.7
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@classmethod
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def setUpClass(cls):
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cls.model = QWEN3_30B_MODEL
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cls.base_url = DEFAULT_URL_FOR_TEST
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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=[
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"--trust-remote-code",
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"--tp-size",
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"4",
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"--moe-dp-size",
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"1",
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"--ep-size",
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"4",
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"--attn-cp-size",
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"2",
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"--enable-prefill-context-parallel",
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"--mem-fraction-static",
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"0.8",
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"--cuda-graph-max-bs",
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"32",
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"--max-running-requests",
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str(cls.max_running_requests),
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"--disable-piecewise-cuda-graph",
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"--model-loader-extra-config",
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'{"enable_multithread_load": true, "num_threads": 64}',
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"--enable-hierarchical-cache",
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"--hicache-ratio",
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"2",
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"--hicache-write-policy",
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"write_through",
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"--hicache-io-backend",
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cls.hicache_io_backend,
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"--hicache-mem-layout",
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cls.hicache_mem_layout,
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],
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env={"SGLANG_ENABLE_UNIFIED_RADIX_TREE": "1"},
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)
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cls.input_ids = get_input_ids(cls.model, num_samples=18)
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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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if __name__ == "__main__":
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unittest.main()
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