mirror of
https://github.com/open-mmlab/mim.git
synced 2025-06-03 14:59:11 +08:00
695f2af0e4
* fix and refactor unit tests * Fix GPG key error in CI * use container provided by pytorch * install git in container * install git in container * fix ci * update pip version * install system dependencies * add test data * add circleci * add test data * refine ut
69 lines
2.0 KiB
Python
69 lines
2.0 KiB
Python
# Copyright (c) OpenMMLab. All rights reserved.
|
|
|
|
import pytest
|
|
import torch
|
|
from click.testing import CliRunner
|
|
|
|
from mim.commands.gridsearch import cli as gridsearch
|
|
from mim.commands.install import cli as install
|
|
from mim.commands.uninstall import cli as uninstall
|
|
|
|
|
|
def setup_module():
|
|
runner = CliRunner()
|
|
result = runner.invoke(uninstall, ['mmcv-full', '--yes'])
|
|
assert result.exit_code == 0
|
|
result = runner.invoke(uninstall, ['mmcls', '--yes'])
|
|
assert result.exit_code == 0
|
|
|
|
|
|
@pytest.mark.parametrize('gpus', [
|
|
0,
|
|
pytest.param(
|
|
1,
|
|
marks=pytest.mark.skipif(
|
|
not torch.cuda.is_available(), reason='requires CUDA support')),
|
|
])
|
|
def test_gridsearch(gpus, tmp_path):
|
|
runner = CliRunner()
|
|
result = runner.invoke(install, ['mmcls', '--yes'])
|
|
assert result.exit_code == 0
|
|
|
|
args1 = [
|
|
'mmcls', 'tests/data/lenet5_mnist.py', f'--gpus={gpus}',
|
|
f'--work-dir={tmp_path}', '--search-args', '--optimizer.lr 1e-3 1e-4'
|
|
]
|
|
args2 = [
|
|
'mmcls', 'tests/data/lenet5_mnist.py', f'--gpus={gpus}',
|
|
f'--work-dir={tmp_path}', '--search-args',
|
|
'--optimizer.weight_decay 1e-3 1e-4'
|
|
]
|
|
args3 = [
|
|
'mmcls', 'tests/data/xxx.py', f'--gpus={gpus}',
|
|
f'--work-dir={tmp_path}', '--search-args', '--optimizer.lr 1e-3 1e-4'
|
|
]
|
|
args4 = [
|
|
'mmcls', 'tests/data/lenet5_mnist.py', f'--gpus={gpus}',
|
|
f'--work-dir={tmp_path}', '--search-args'
|
|
]
|
|
|
|
result = runner.invoke(gridsearch, args1)
|
|
assert result.exit_code == 0
|
|
|
|
result = runner.invoke(gridsearch, args2)
|
|
assert result.exit_code == 0
|
|
|
|
result = runner.invoke(gridsearch, args3)
|
|
assert result.exit_code != 0
|
|
|
|
result = runner.invoke(gridsearch, args4)
|
|
assert result.exit_code != 0
|
|
|
|
|
|
def teardown_module():
|
|
runner = CliRunner()
|
|
result = runner.invoke(uninstall, ['mmcv-full', '--yes'])
|
|
assert result.exit_code == 0
|
|
result = runner.invoke(uninstall, ['mmcls', '--yes'])
|
|
assert result.exit_code == 0
|