import subprocess
import shutil
from ms_serviceparam_optimizer.common import get_module_version, get_npu_total_memory
def test_module_version():
version = get_module_version("xgboost")
assert version == "2.0.0"
def test_get_npu_total_memory_success(monkeypatch):
def _npu_info_usages(*args):
key_word = "H" + "B" + "M"
if args and args[0][2] == "-m":
return "0 0 0 0 Ascend910".encode()
return f"""
NPU ID : 0
Chip Count : 1
DDR Capacity(MB) : 0
DDR Usage Rate(%) : 0
DDR Hugepages Total(page) : 0
DDR Hugepages Usage Rate(%) : 0
{key_word} Capacity(MB) : 65536
{key_word} Usage Rate(%) : 3
Aicore Usage Rate(%) : 0
Aivector Usage Rate(%) : 0
Aicpu Usage Rate(%) : 0
Ctrlcpu Usage Rate(%) : 2
DDR Bandwidth Usage Rate(%) : 0
{key_word} Bandwidth Usage Rate(%) : 0
Chip ID : 0
""".encode()
monkeypatch.setattr(subprocess, "check_output", _npu_info_usages)
monkeypatch.setattr(shutil, "which", lambda _: "/usr/bin/npu-smi")
total_memory, usage_rate = get_npu_total_memory()
assert total_memory == 65536
assert usage_rate == 3
def test_get_npu_total_memory_success(monkeypatch):
def _npu_info_usages(*args):
key_word = "H" + "B" + "M"
if args and args[0][2] == "-m":
return "0 0 0 0 Ascend950PR".encode()
return f"""
NPU ID : 0
Chip Count : 1
DDR Capacity(MB) : 0
DDR Usage Rate(%) : 0
DDR Hugepages Total(page) : 0
DDR Hugepages Usage Rate(%) : 0
{key_word} Capacity(MB) : 114688
{key_word} Usage Rate(%) : 4
Aicore Usage Rate(%) : 0
Aivector Usage Rate(%) : 0
Aicpu Usage Rate(%) : 0
Ctrlcpu Usage Rate(%) : 2
DDR Bandwidth Usage Rate(%) : 0
{key_word} Bandwidth Usage Rate(%) : 0
Chip ID : 0
""".encode()
monkeypatch.setattr(subprocess, "check_output", _npu_info_usages)
monkeypatch.setattr(shutil, "which", lambda _: "/usr/bin/npu-smi")
total_memory, usage_rate = get_npu_total_memory()
assert total_memory == 114688
assert usage_rate == 4