68 lines
1.9 KiB
Python
68 lines
1.9 KiB
Python
import unittest
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from sglang.test.ci.ci_register import register_cuda_ci
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from sglang.test.kits.eval_accuracy_kit import GSM8KMixin
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from sglang.test.send_one import BenchArgs, send_one_prompt
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from sglang.test.server_fixtures.default_fixture import DefaultServerBase
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from sglang.test.test_utils import (
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DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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is_in_amd_ci,
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is_in_ci,
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write_github_step_summary,
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)
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register_cuda_ci(est_time=300, stage="base-c", runner_config="8-gpu-h200")
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FULL_DEEPSEEK_V3_MODEL_PATH = "deepseek-ai/DeepSeek-V3-0324"
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_OTHER_ARGS = [
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"--tp",
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"8",
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"--trust-remote-code",
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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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"--model-loader-extra-config",
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'{"enable_multithread_load": true, "num_threads": 64}',
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]
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if not is_in_amd_ci():
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_OTHER_ARGS += ["--mem-frac", "0.7"]
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class TestDeepseekV3MTP(GSM8KMixin, DefaultServerBase):
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model = FULL_DEEPSEEK_V3_MODEL_PATH
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other_args = _OTHER_ARGS
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timeout = DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH * 5
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gsm8k_accuracy_thres = 0.935
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gsm8k_accept_length_thres = 2.8
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# `test_z_bs_1_speed` runs after `test_gsm8k` (alphabetical) so it
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# measures steady-state speed on a warmed server.
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def test_z_bs_1_speed(self):
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args = BenchArgs(port=int(self.base_url.split(":")[-1]), max_new_tokens=2048)
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acc_length, speed = send_one_prompt(args)
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print(f"{acc_length=:.2f} {speed=:.2f}")
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if is_in_ci():
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write_github_step_summary(
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f"### test_bs_1_speed (deepseek-v3 mtp)\n"
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f"{acc_length=:.2f}\n"
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f"{speed=:.2f} token/s\n"
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)
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self.assertGreater(acc_length, 2.8)
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if is_in_amd_ci():
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self.assertGreater(speed, 15)
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else:
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self.assertGreater(speed, 130)
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if __name__ == "__main__":
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unittest.main()
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