174 lines
4.7 KiB
Python
174 lines
4.7 KiB
Python
import os
|
|
import unittest
|
|
from types import SimpleNamespace
|
|
|
|
from sglang.srt.utils import kill_process_tree
|
|
from sglang.test.ci.ci_register import register_amd_ci
|
|
from sglang.test.few_shot_gsm8k import run_eval as run_eval_few_shot_gsm8k
|
|
from sglang.test.test_utils import (
|
|
DEFAULT_DEEPEP_MODEL_NAME_FOR_TEST,
|
|
DEFAULT_DEEPEP_MODEL_NAME_FOR_TEST_NEXTN,
|
|
DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
|
|
DEFAULT_URL_FOR_TEST,
|
|
CustomTestCase,
|
|
popen_launch_server,
|
|
)
|
|
|
|
register_amd_ci(est_time=1200, suite="stage-c-test-large-8-gpu-amd")
|
|
|
|
|
|
class TestPureDP(CustomTestCase):
|
|
|
|
@classmethod
|
|
def setUpClass(cls):
|
|
cls.model = DEFAULT_DEEPEP_MODEL_NAME_FOR_TEST
|
|
cls.base_url = DEFAULT_URL_FOR_TEST
|
|
other_args = [
|
|
"--tp-size",
|
|
"8",
|
|
"--ep-size",
|
|
"8",
|
|
"--dp-size",
|
|
"8",
|
|
"--enable-dp-attention",
|
|
"--moe-a2a-backend",
|
|
"mori",
|
|
"--trust-remote-code",
|
|
"--load-balance-method",
|
|
"round_robin",
|
|
"--moe-dense-tp-size",
|
|
"1",
|
|
"--enable-dp-lm-head",
|
|
"--mem-fraction-static",
|
|
"0.6",
|
|
"--chunked-prefill-size",
|
|
"131072",
|
|
"--max-running-requests",
|
|
"128",
|
|
"--context-length",
|
|
"12288",
|
|
"--attention-backend",
|
|
"aiter",
|
|
]
|
|
|
|
env = dict(os.environ)
|
|
env["SGLANG_USE_AITER"] = "1"
|
|
env["SGLANG_MORI_FP8_DISP"] = "True"
|
|
env["SGLANG_MORI_NUM_MAX_DISPATCH_TOKENS_PER_RANK"] = "16384"
|
|
env["MORI_SHMEM_MODE"] = "ISOLATION" # avoid out of symmetric heap memory
|
|
|
|
cls.process = popen_launch_server(
|
|
cls.model,
|
|
cls.base_url,
|
|
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH * 5,
|
|
other_args=other_args,
|
|
env=env,
|
|
)
|
|
|
|
@classmethod
|
|
def tearDownClass(cls):
|
|
kill_process_tree(cls.process.pid)
|
|
|
|
def test_gsm8k(
|
|
self,
|
|
):
|
|
args = SimpleNamespace(
|
|
num_shots=5,
|
|
data_path=None,
|
|
num_questions=200,
|
|
max_new_tokens=512,
|
|
parallel=128,
|
|
host="http://127.0.0.1",
|
|
port=int(self.base_url.split(":")[-1]),
|
|
)
|
|
metrics = run_eval_few_shot_gsm8k(args)
|
|
print(f"{metrics=}")
|
|
|
|
self.assertGreater(metrics["accuracy"], 0.935)
|
|
|
|
|
|
class TestMTP(CustomTestCase):
|
|
|
|
@classmethod
|
|
def setUpClass(cls):
|
|
cls.model = DEFAULT_DEEPEP_MODEL_NAME_FOR_TEST
|
|
cls.base_url = DEFAULT_URL_FOR_TEST
|
|
other_args = [
|
|
"--tp-size",
|
|
"8",
|
|
"--ep-size",
|
|
"8",
|
|
"--dp-size",
|
|
"8",
|
|
"--enable-dp-attention",
|
|
"--moe-a2a-backend",
|
|
"mori",
|
|
"--trust-remote-code",
|
|
"--load-balance-method",
|
|
"round_robin",
|
|
"--moe-dense-tp-size",
|
|
"1",
|
|
"--enable-dp-lm-head",
|
|
"--mem-fraction-static",
|
|
"0.6",
|
|
"--chunked-prefill-size",
|
|
"131072",
|
|
"--max-running-requests",
|
|
"128",
|
|
"--context-length",
|
|
"12288",
|
|
"--attention-backend",
|
|
"aiter",
|
|
"--speculative-algo",
|
|
"EAGLE",
|
|
"--speculative-draft-model-path",
|
|
DEFAULT_DEEPEP_MODEL_NAME_FOR_TEST_NEXTN,
|
|
"--speculative-num-steps",
|
|
"1",
|
|
"--speculative-eagle-topk",
|
|
"1",
|
|
"--speculative-num-draft-tokens",
|
|
"2",
|
|
"--cuda-graph-max-bs",
|
|
"32",
|
|
]
|
|
|
|
env = dict(os.environ)
|
|
env["SGLANG_USE_AITER"] = "1"
|
|
env["SGLANG_MORI_FP8_DISP"] = "True"
|
|
env["SGLANG_MORI_NUM_MAX_DISPATCH_TOKENS_PER_RANK"] = "16384"
|
|
env["MORI_SHMEM_MODE"] = "ISOLATION" # avoid out of symmetric heap memory
|
|
|
|
cls.process = popen_launch_server(
|
|
cls.model,
|
|
cls.base_url,
|
|
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH * 5,
|
|
other_args=other_args,
|
|
env=env,
|
|
)
|
|
|
|
@classmethod
|
|
def tearDownClass(cls):
|
|
kill_process_tree(cls.process.pid)
|
|
|
|
def test_gsm8k(
|
|
self,
|
|
):
|
|
args = SimpleNamespace(
|
|
num_shots=5,
|
|
data_path=None,
|
|
num_questions=200,
|
|
max_new_tokens=512,
|
|
parallel=128,
|
|
host="http://127.0.0.1",
|
|
port=int(self.base_url.split(":")[-1]),
|
|
)
|
|
metrics = run_eval_few_shot_gsm8k(args)
|
|
print(f"{metrics=}")
|
|
|
|
self.assertGreater(metrics["accuracy"], 0.935)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main()
|