colossalai
30 строк · 1.1 Кб
1import pytest2
3from colossalai.device import AlphaBetaProfiler4from colossalai.initialize import launch5from colossalai.logging import disable_existing_loggers6from colossalai.testing import parameterize, rerun_if_address_is_in_use, spawn7
8
9def check_alpha_beta(rank, world_size, port, physical_devices):10disable_existing_loggers()11launch(config={}, rank=rank, world_size=world_size, host="localhost", port=port, backend="nccl")12profiler = AlphaBetaProfiler(physical_devices)13best_logical_mesh = profiler.search_best_logical_mesh()14
15if physical_devices == [0, 1, 2, 3]:16assert best_logical_mesh == [[0, 1], [2, 3]]17elif physical_devices == [0, 3]:18assert best_logical_mesh == [[0, 3]]19
20
21@pytest.mark.skip(reason="Skip because assertion may fail for CI devices")22@pytest.mark.dist23@parameterize("physical_devices", [[0, 1, 2, 3], [0, 3]])24@rerun_if_address_is_in_use()25def test_profile_alpha_beta(physical_devices):26spawn(check_alpha_beta, 4, physical_devices=physical_devices)27
28
29if __name__ == "__main__":30test_profile_alpha_beta()31