test/distributed/pipeline/sync/test_pipeline.py

# Owner(s): ["oncall: distributed"]

# Copyright 2019 Kakao Brain
#
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
#
# This source code is licensed under the BSD license found in the
# LICENSE file in the root directory of this source tree.
from torch.distributed.pipeline.sync.pipeline import _clock_cycles


def test_clock_cycles():
    assert list(_clock_cycles(1, 1)) == [[(0, 0)]]
    assert list(_clock_cycles(1, 3)) == [[(0, 0)], [(0, 1)], [(0, 2)]]
    assert list(_clock_cycles(3, 1)) == [[(0, 0)], [(1, 0)], [(2, 0)]]

    assert list(_clock_cycles(3, 3)) == [
        [(0, 0)],
        [(1, 0), (0, 1)],
        [(2, 0), (1, 1), (0, 2)],
        [(2, 1), (1, 2)],
        [(2, 2)],
    ]

    assert list(_clock_cycles(4, 2)) == [
        [(0, 0)],
        [(1, 0), (0, 1)],
        [(2, 0), (1, 1)],
        [(3, 0), (2, 1)],
        [(3, 1)],
    ]