fix: moving dpsk v32 cp single node to nightly (#16539)
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import unittest
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from sglang.test.accuracy_test_runner import AccuracyTestParams
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from sglang.test.ci.ci_register import register_cuda_ci
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from sglang.test.performance_test_runner import PerformanceTestParams
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from sglang.test.run_combined_tests import run_combined_tests
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from sglang.test.test_utils import ModelLaunchSettings, is_blackwell_system
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register_cuda_ci(est_time=18000, suite="nightly-8-gpu-common", nightly=True)
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DEEPSEEK_V32_EXP_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2-Exp"
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BASE_ARGS = [
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"--trust-remote-code",
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"--model-loader-extra-config",
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'{"enable_multithread_load": true, "num_threads": 64}',
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]
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DP_ARGS = [
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"--tp=8",
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"--dp=2",
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"--enable-dp-attention",
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]
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MTP_ARGS = [
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"--speculative-algorithm=EAGLE",
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"--speculative-num-steps=3",
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"--speculative-eagle-topk=1",
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"--speculative-num-draft-tokens=4",
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"--mem-frac=0.7",
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"--cuda-graph-max-bs=32",
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"--max-running-requests=32",
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]
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# Accuracy thresholds
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GSM8K_BASELINE = 0.935
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# CP mode arguments
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CP_IN_SEQ_SPLIT_ARGS = [
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"--enable-nsa-prefill-context-parallel",
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"--nsa-prefill-cp-mode=in-seq-split",
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]
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CP_ROUND_ROBIN_ARGS = [
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"--enable-nsa-prefill-context-parallel",
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"--nsa-prefill-cp-mode=round-robin-split",
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]
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class TestDeepseekV32CPSingleNode(unittest.TestCase):
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"""Test class for DeepSeek V3.2 with NSA context parallelism.
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Tests context parallelism modes with DP+MTP:
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- in-seq-split: In-sequence split CP mode
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- round-robin-split: Round-robin split CP mode
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"""
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@unittest.skipIf(is_blackwell_system(), "Skip on B200 systems")
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def test_deepseek_v32_cp_variants(self):
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"""Run accuracy tests for DeepSeek V3.2 CP variants."""
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variants = [
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# Variant: in-seq-split CP mode with DP+MTP
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ModelLaunchSettings(
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DEEPSEEK_V32_EXP_MODEL_PATH,
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tp_size=8,
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extra_args=BASE_ARGS + DP_ARGS + MTP_ARGS + CP_IN_SEQ_SPLIT_ARGS,
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variant="CP-in-seq-split",
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),
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# Variant: round-robin-split CP mode (TP only, no DP)
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ModelLaunchSettings(
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DEEPSEEK_V32_EXP_MODEL_PATH,
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tp_size=8,
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extra_args=BASE_ARGS + ["--tp=8"] + MTP_ARGS + CP_ROUND_ROBIN_ARGS,
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variant="CP-round-robin-split",
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),
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]
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run_combined_tests(
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models=variants,
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test_name="DeepSeek-V3.2-Exp CP Single Node",
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accuracy_params=AccuracyTestParams(
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dataset="gsm8k", baseline_accuracy=GSM8K_BASELINE
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),
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performance_params=PerformanceTestParams(
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batch_sizes=[1, 8, 16, 32],
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profile_dir="performance_profiles_deepseek_v32_cp",
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),
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)
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if __name__ == "__main__":
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unittest.main()
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@@ -99,7 +99,6 @@ suites = {
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TestFile("models/test_kimi_k2_models.py", 200),
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TestFile("models/test_kimi_k2_models.py", 200),
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TestFile("test_deepseek_v32_basic.py", 360),
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TestFile("test_deepseek_v32_basic.py", 360),
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TestFile("test_deepseek_v32_mtp.py", 360),
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TestFile("test_deepseek_v32_mtp.py", 360),
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TestFile("test_deepseek_v32_cp_single_node.py", 360),
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TestFile("models/test_mimo_models.py", 200),
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TestFile("models/test_mimo_models.py", 200),
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],
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],
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"per-commit-8-gpu-h20": [
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"per-commit-8-gpu-h20": [
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@@ -1,176 +0,0 @@
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"""
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Usage:
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cd test/src
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python3 -m unittest test_deepseek_v32_cp_single_node.TestDeepseekV32CP.test_a_gsm8k
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"""
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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.utils import kill_process_tree
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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.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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is_in_ci,
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popen_launch_server,
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write_github_step_summary,
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)
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FULL_DEEPSEEK_V32_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2-Exp"
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class TestDeepseekV32CP(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
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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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"--tp",
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"8",
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"--dp",
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"2",
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"--enable-dp-attention",
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"--speculative-algorithm",
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"EAGLE",
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"--speculative-num-steps",
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"3",
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"--speculative-eagle-topk",
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"1",
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"--speculative-num-draft-tokens",
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"4",
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"--mem-frac",
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"0.7",
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"--cuda-graph-max-bs",
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"32",
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"--max-running-requests",
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"32",
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"--enable-nsa-prefill-context-parallel",
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"--nsa-prefill-cp-mode",
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"in-seq-split",
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"--model-loader-extra-config",
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'{"enable_multithread_load": true, "num_threads": 64}',
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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_a_gsm8k(
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self,
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): # Append an "a" to make this test run first (alphabetically) to warm up the server
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requests.get(self.base_url + "/flush_cache")
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args = SimpleNamespace(
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num_shots=8,
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data_path=None,
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num_questions=200,
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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"{metrics=}")
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server_info = requests.get(self.base_url + "/get_server_info")
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avg_spec_accept_length = server_info.json()["internal_states"][0][
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"avg_spec_accept_length"
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]
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print(f"{avg_spec_accept_length=}")
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if is_in_ci():
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write_github_step_summary(
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f"### test_gsm8k (deepseek-v32 nsa-cp)\n"
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f'{metrics["accuracy"]=:.3f}\n'
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f"{avg_spec_accept_length=:.2f}\n"
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)
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self.assertGreater(metrics["accuracy"], 0.935)
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self.assertGreater(avg_spec_accept_length, 2.7)
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class TestDeepseekV32CPMode1(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
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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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"--tp",
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"8",
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"--speculative-algorithm",
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"EAGLE",
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"--speculative-num-steps",
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"3",
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"--speculative-eagle-topk",
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"1",
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"--speculative-num-draft-tokens",
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"4",
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"--mem-frac",
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"0.7",
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"--cuda-graph-max-bs",
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"32",
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"--max-running-requests",
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"32",
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"--enable-nsa-prefill-context-parallel",
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"--nsa-prefill-cp-mode",
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"round-robin-split",
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"--model-loader-extra-config",
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'{"enable_multithread_load": true, "num_threads": 64}',
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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_a_gsm8k(
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self,
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): # Append an "a" to make this test run first (alphabetically) to warm up the server
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requests.get(self.base_url + "/flush_cache")
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args = SimpleNamespace(
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num_shots=8,
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data_path=None,
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num_questions=200,
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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"{metrics=}")
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server_info = requests.get(self.base_url + "/get_server_info")
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avg_spec_accept_length = server_info.json()["internal_states"][0][
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"avg_spec_accept_length"
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]
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print(f"{avg_spec_accept_length=}")
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if is_in_ci():
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write_github_step_summary(
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f"### test_gsm8k (deepseek-v32 nsa-cp)\n"
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f'{metrics["accuracy"]=:.3f}\n'
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f"{avg_spec_accept_length=:.2f}\n"
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)
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self.assertGreater(metrics["accuracy"], 0.935)
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self.assertGreater(avg_spec_accept_length, 2.7)
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if __name__ == "__main__":
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unittest.main()
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