pytorch-caney/pytorch_caney/tests/test_lr_scheduler.py

from pytorch_caney.lr_scheduler import build_scheduler

import unittest
from unittest.mock import Mock, patch


class TestBuildScheduler(unittest.TestCase):
    def setUp(self):
        self.config = Mock(
            TRAIN=Mock(
                EPOCHS=300,
                WARMUP_EPOCHS=20,
                MIN_LR=1e-6,
                WARMUP_LR=1e-7,
                LR_SCHEDULER=Mock(
                    NAME='cosine',
                    DECAY_EPOCHS=30,
                    DECAY_RATE=0.1,
                    MULTISTEPS=[50, 100],
                    GAMMA=0.1
                )
            )
        )

        self.optimizer = Mock()
        self.n_iter_per_epoch = 100  # Example value

    def test_build_cosine_scheduler(self):
        with patch('pytorch_caney.lr_scheduler.CosineLRScheduler') \
                as mock_cosine_scheduler:
            _ = build_scheduler(self.config,
                                self.optimizer,
                                self.n_iter_per_epoch)

        mock_cosine_scheduler.assert_called_once_with(
            self.optimizer,
            t_initial=300 * 100,
            cycle_mul=1.,
            lr_min=1e-6,
            warmup_lr_init=1e-7,
            warmup_t=20 * 100,
            cycle_limit=1,
            t_in_epochs=False
        )


if __name__ == '__main__':
    unittest.main()