76 lines
2.4 KiB
Python
76 lines
2.4 KiB
Python
import unittest
|
|
|
|
from sglang.test.accuracy_test_runner import AccuracyTestParams
|
|
from sglang.test.ci.ci_register import register_cuda_ci
|
|
from sglang.test.performance_test_runner import PerformanceTestParams
|
|
from sglang.test.run_combined_tests import run_combined_tests
|
|
from sglang.test.test_utils import ModelLaunchSettings
|
|
|
|
# Runs on both H200 and B200 via nightly-8-gpu-common suite
|
|
register_cuda_ci(est_time=5400, suite="nightly-8-gpu-common", nightly=True)
|
|
|
|
DEEPSEEK_V31_MODEL_PATH = "deepseek-ai/DeepSeek-V3.1"
|
|
|
|
|
|
class TestDeepseekV31(unittest.TestCase):
|
|
"""Unified test class for DeepSeek-V3.1 performance and accuracy.
|
|
|
|
Two variants:
|
|
- basic: Standard TP=8
|
|
- mtp: TP=8 + EAGLE speculative decoding
|
|
|
|
Each variant runs BOTH:
|
|
- Performance test (using NightlyBenchmarkRunner)
|
|
- Accuracy test (using run_eval with mgsm_en)
|
|
"""
|
|
|
|
def test_deepseek_v31_all_variants(self):
|
|
"""Run performance and accuracy for all DeepSeek-V3.1 variants."""
|
|
# Define base arguments shared by most variants
|
|
base_args = [
|
|
"--tp=8",
|
|
"--trust-remote-code",
|
|
"--model-loader-extra-config",
|
|
'{"enable_multithread_load": true}',
|
|
]
|
|
mtp_args = [
|
|
"--speculative-algorithm=EAGLE",
|
|
"--speculative-num-steps=3",
|
|
"--speculative-eagle-topk=1",
|
|
"--speculative-num-draft-tokens=4",
|
|
"--mem-frac=0.7",
|
|
]
|
|
|
|
variants = [
|
|
# Variant: "basic" - Standard TP=8
|
|
ModelLaunchSettings(
|
|
DEEPSEEK_V31_MODEL_PATH,
|
|
tp_size=8,
|
|
extra_args=base_args,
|
|
variant="TP8",
|
|
),
|
|
# Variant: "mtp" - TP=8 + EAGLE speculative decoding
|
|
ModelLaunchSettings(
|
|
DEEPSEEK_V31_MODEL_PATH,
|
|
tp_size=8,
|
|
extra_args=base_args + mtp_args,
|
|
env={"SGLANG_ENABLE_SPEC_V2": "1"},
|
|
variant="TP8+MTP",
|
|
),
|
|
]
|
|
|
|
run_combined_tests(
|
|
models=variants,
|
|
test_name="DeepSeek-V3.1",
|
|
accuracy_params=AccuracyTestParams(
|
|
dataset="gsm8k", baseline_accuracy=0.935
|
|
),
|
|
performance_params=PerformanceTestParams(
|
|
profile_dir="performance_profiles_deepseek_v31",
|
|
),
|
|
)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main()
|