mmengine/tests/test_hook/test_sampler_seed_hook.py

29 lines
1014 B
Python

# Copyright (c) OpenMMLab. All rights reserved.
from unittest.mock import Mock
from mmengine.hooks import DistSamplerSeedHook
class TestDistSamplerSeedHook:
def test_before_epoch(self):
hook = DistSamplerSeedHook()
# Test dataset sampler
runner = Mock()
runner.epoch = 1
runner.cur_dataloader = Mock()
runner.cur_dataloader.sampler = Mock()
runner.cur_dataloader.sampler.set_epoch = Mock()
hook.before_train_epoch(runner)
runner.cur_dataloader.sampler.set_epoch.assert_called()
# Test batch sampler
runner = Mock()
runner.cur_dataloader = Mock()
runner.cur_dataloader.sampler = Mock(spec_set=True)
runner.cur_dataloader.batch_sampler = Mock()
runner.cur_dataloader.batch_sampler.sampler = Mock()
runner.cur_dataloader.batch_sampler.sampler.set_epoch = Mock()
hook.before_train_epoch(runner)
runner.cur_dataloader.batch_sampler.sampler.set_epoch.assert_called()