# 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 from tests_lite.helpers.runif import RunIf from lightning_lite.accelerators.tpu import _multi_process, _XLA_AVAILABLE, TPUAccelerator @pytest.mark.skipif(_XLA_AVAILABLE, reason="test requires torch_xla to be absent") def test_tpu_device_absence(): """Check `is_available` returns True when TPU is available.""" assert not TPUAccelerator.is_available() @RunIf(tpu=True) def test_tpu_device_presence(): """Check `is_available` returns True when TPU is available.""" assert TPUAccelerator.is_available() def sleep_fn(sleep_time: float) -> bool: time.sleep(sleep_time) return True @patch("lightning_lite.accelerators.tpu.TPU_CHECK_TIMEOUT", 3) @pytest.mark.skipif(not _XLA_AVAILABLE, reason="test requires torch_xla to be present") def test_result_returns_within_timeout_seconds(): """Check that pl_multi_process returns within 3 seconds.""" fn = _multi_process(sleep_fn) start = time.time() from lightning_lite.accelerators.tpu import TPU_CHECK_TIMEOUT result = fn(TPU_CHECK_TIMEOUT * 0.5) end = time.time() elapsed_time = int(end - start) assert elapsed_time <= TPU_CHECK_TIMEOUT assert result