# Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import time from unittest.mock import patch import pytest import pytorch_lightning.utilities.xla_device as xla_utils from pytorch_lightning.utilities import _TPU_AVAILABLE from pytorch_lightning.utilities import _XLA_AVAILABLE from tests.base.develop_utils import pl_multi_process_test @pytest.mark.skipif(XLA_AVAILABLE, reason="test requires torch_xla to be absent") def test_tpu_device_absence(): """Check tpu_device_exists returns None when torch_xla is not available""" assert xla_utils.XLADeviceUtils.tpu_device_exists() is None @pytest.mark.skipif(not _TPU_AVAILABLE, reason="test requires torch_xla to be installed") @pl_multi_process_test def test_tpu_device_presence(): """Check tpu_device_exists returns True when TPU is available""" assert xla_utils.XLADeviceUtils.tpu_device_exists() is True @patch('pytorch_lightning.utilities.xla_device_utils.TPU_CHECK_TIMEOUT', 10) def test_result_returns_within_timeout_seconds(): """Check that pl_multi_process returns within 10 seconds""" start = time.time() result = xla_utils.pl_multi_process(time.sleep)(xla_utils.TPU_CHECK_TIMEOUT * 1.25) end = time.time() elapsed_time = int(end - start) assert elapsed_time <= xla_utils.TPU_CHECK_TIMEOUT assert result is False