ColossalAI/tests/test_config/test_load_config.py

29 lines
906 B
Python

#!/usr/bin/env python
# -*- encoding: utf-8 -*-
from pathlib import Path
import pytest
from colossalai.context.config import Config
from colossalai.builder import build_ophooks
@pytest.mark.cpu
def test_load_config():
filename = Path(__file__).parent.joinpath('sample_config.py')
config = Config.from_file(filename)
assert config.train_data, 'cannot access train data as attribute'
assert config.train_data.dataset, 'cannot access grandchild attribute'
assert isinstance(config.train_data.dataset.transform_pipeline[0], dict), \
f'expected attribute transform_pipeline elements to be a dict, but found {type(config.train_data.dataset.transform_pipeline)}'
@pytest.mark.cpu
def test_load_ophooks():
dict = {'type': 'MemTracerOpHook', 'warmup': 10, 'refreshrate': 20}
ophook = build_ophooks(dict)
assert ophook.refreshrate == 20
assert ophook.warmup == 10