102 lines
3.2 KiB
Python
102 lines
3.2 KiB
Python
# Copyright (c) OpenMMLab. All rights reserved.
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import os
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import shutil
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import subprocess
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from unittest import TestCase
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import torch
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from mmrazor import digit_version
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TEST_TOOLS = os.getenv('TEST_TOOLS') == 'true'
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class TestTools(TestCase):
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_config_path = None
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def setUp(self) -> None:
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if not TEST_TOOLS:
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self.skipTest('disabled')
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@property
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def config_path(self):
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if self._config_path is None:
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self._config_path = self._get_config_path()
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return self._config_path
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def _setUp(self) -> None:
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self.workdir = os.path.dirname(__file__) + '/tmp/'
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if not os.path.exists(self.workdir):
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os.mkdir(self.workdir)
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def save_to_config(self, name, content):
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with open(self.workdir + f'/{name}', 'w') as f:
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f.write(content)
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def test_get_channel_unit(self):
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if digit_version(torch.__version__) < digit_version('1.12.0'):
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self.skipTest('version of torch < 1.12.0')
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for path in self.config_path:
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with self.subTest(path=path):
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self._setUp()
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self.save_to_config('pretrain.py', f"""_base_=['{path}']""")
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try:
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subprocess.run([
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'python', './tools/pruning/get_channel_units.py',
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f'{self.workdir}/pretrain.py', '-o',
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f'{self.workdir}/unit.json'
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])
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except Exception as e:
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self.fail(f'{e}')
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self.assertTrue(os.path.exists(f'{self.workdir}/unit.json'))
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self._tearDown()
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def test_get_prune_config(self):
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if digit_version(torch.__version__) < digit_version('1.12.0'):
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self.skipTest('version of torch < 1.12.0')
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for path in self.config_path:
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with self.subTest(path=path):
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self._setUp()
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self.save_to_config('pretrain.py', f"""_base_=['{path}']""")
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try:
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subprocess.run([
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'python',
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'./tools/pruning/get_l1_prune_config.py',
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f'{self.workdir}/pretrain.py',
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'-o',
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f'{self.workdir}/prune.py',
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])
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pass
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except Exception as e:
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self.fail(f'{e}')
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self.assertTrue(os.path.exists(f'{self.workdir}/prune.py'))
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self._tearDown()
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def _tearDown(self) -> None:
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print('delete')
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shutil.rmtree(self.workdir)
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pass
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def _get_config_path(self):
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config_paths = []
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paths = [
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('mmcls', 'mmcls::resnet/resnet34_8xb32_in1k.py'),
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('mmdet', 'mmdet::retinanet/retinanet_r18_fpn_1x_coco.py'),
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(
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'mmseg',
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'mmseg::deeplabv3plus/deeplabv3plus_r50-d8_4xb4-20k_voc12aug-512x512.py' # noqa
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),
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('mmyolo',
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'mmyolo::yolov5/yolov5_m-p6-v62_syncbn_fast_8xb16-300e_coco.py')
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]
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for repo_name, path in paths:
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try:
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__import__(repo_name)
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config_paths.append(path)
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except Exception:
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pass
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return config_paths
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