frozenleaves/pytorch
1
0
Fork 0
mirror of https://github.com/pytorch/pytorch.git synced 2025-10-20 21:14:14 +08:00
Code Issues Packages Projects Releases Wiki Activity

[8/N] Remove c10d/ddp fork tests. (#63454)

Browse Source 
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/63454

Continuation of https://github.com/pytorch/pytorch/pull/63443, this
PR removes all fork tests from torch.distributed.
ghstack-source-id: 136285511

Test Plan: waitforbuildbot

Reviewed By: SciPioneer

Differential Revision: D30387872

fbshipit-source-id: f6d6313db126ae7b95b86f78a1e0726887c5c513
This commit is contained in:
Pritam Damania
2021-08-20 12:09:49 -07:00
committed by Facebook GitHub Bot
parent 71da114412
commit 2d671ca41b
23 changed files with 348 additions and 533 deletions
Download Patch File Download Diff File Expand all files Collapse all files

1
.jenkins/pytorch/multigpu-test.sh
View File

@ -19,7 +19,6 @@ fi
python tools/download_mnist.py --quiet -d test/cpp/api/mnist
OMP_NUM_THREADS=2 TORCH_CPP_TEST_MNIST_PATH="test/cpp/api/mnist" build/bin/test_api
time python test/run_test.py --verbose -i distributed/test_jit_c10d
time python test/run_test.py --verbose -i distributed/test_distributed_fork
time python test/run_test.py --verbose -i distributed/test_c10d_common
time python test/run_test.py --verbose -i distributed/test_c10d_gloo
time python test/run_test.py --verbose -i distributed/test_c10d_nccl

10
test/distributed/algorithms/ddp_comm_hooks/test_ddp_hooks.py
View File

@ -21,8 +21,14 @@ from torch.testing._internal.common_distributed import (
requires_nccl,
skip_if_lt_x_gpu,
)
from torch.testing._internal.common_utils import run_tests
from torch.testing._internal.common_utils import (
run_tests,
TEST_WITH_DEV_DBG_ASAN,
)
if TEST_WITH_DEV_DBG_ASAN:
print("Multiprocessing spawn is not compatible with dev/dbg asan", file=sys.stderr)
sys.exit(0)
def gpus_for_rank(world_size):
visible_devices = list(range(torch.cuda.device_count()))
@ -57,7 +63,7 @@ class TestDdpCommHook(nn.Module):
class DistributedDataParallelCommHookTest(MultiProcessTestCase):
def setUp(self):
super(DistributedDataParallelCommHookTest, self).setUp()
self._fork_processes()
self._spawn_processes()
def tearDown(self):
try:

99
test/distributed/elastic/agent/server/test/local_elastic_agent_test.py
View File

@ -37,7 +37,6 @@ from torch.distributed.elastic.rendezvous.etcd_server import EtcdServer
from torch.distributed.rpc.backend_registry import BackendType
from torch.testing._internal.common_utils import (
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_TSAN,
sandcastle_skip_if,
)
@ -406,19 +405,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual((100, 100), return_value.shape)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_dummy_compute_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.dummy_compute)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_dummy_compute_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.dummy_compute)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_dummy_compute_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.dummy_compute)
@ -431,19 +430,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertIsNone(res.return_values[1])
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_happy_function_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.run_happy_function)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_happy_function_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.run_happy_function)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_happy_function_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.run_happy_function)
@ -465,13 +464,13 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertIsNone(res.return_values[0])
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_check_master_addr_port_override_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.check_master_addr_port_override)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_check_master_addr_port_override_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.check_master_addr_port_override)
@ -484,7 +483,7 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertFalse(res.is_failed())
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_check_env_function_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.run_check_env_function)
@ -497,19 +496,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual("foo", res.return_values[1])
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_function_with_return_value_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.run_function_with_return_value)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_function_with_return_value_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.run_function_with_return_value)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_function_with_return_value_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.run_function_with_return_value)
@ -520,19 +519,19 @@ class LocalElasticAgentTest(unittest.TestCase):
# _dist_sum internally checks that the sum computed is valid
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_simple_dist_sum_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.simple_dist_sum)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_simple_dist_sum_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.simple_dist_sum)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_simple_dist_sum_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.simple_dist_sum)
@ -556,19 +555,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertSetEqual(set(range(4 + 4)), ranks)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_distributed_sum_homogeneous_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.run_distributed_sum_homogeneous)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_distributed_sum_homogeneous_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.run_distributed_sum_homogeneous)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_distributed_sum_homogeneous_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.run_distributed_sum_homogeneous)
@ -596,19 +595,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertSetEqual(set(range(1 + 2 + 3)), ranks)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_distributed_sum_heterogeneous_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.run_distributed_sum_heterogeneous)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_distributed_sum_heterogeneous_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.run_distributed_sum_heterogeneous)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_distributed_sum_heterogeneous_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.run_distributed_sum_heterogeneous)
@ -636,19 +635,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual(int(data["extraInfo"]["timestamp"]), failure.timestamp)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_sad_function_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.run_sad_function)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_sad_function_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.run_sad_function)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_sad_function_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.run_sad_function)
@ -668,19 +667,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertTrue(agent._total_execution_time > 0)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_bipolar_function_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.run_bipolar_function)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_bipolar_function_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.run_bipolar_function)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_run_bipolar_function_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.run_bipolar_function)
@ -711,13 +710,13 @@ class LocalElasticAgentTest(unittest.TestCase):
)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_correct_rank_assignment_heterogeneous_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.correct_rank_assignment_heterogeneous)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_correct_rank_assignment_heterogeneous_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.correct_rank_assignment_heterogeneous)
@ -744,13 +743,13 @@ class LocalElasticAgentTest(unittest.TestCase):
)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_correct_rank_assignment_homogeneous_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.correct_rank_assignment_homogeneous)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_correct_rank_assignment_homogeneous_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.correct_rank_assignment_homogeneous)
@ -852,13 +851,13 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual(0, p.exitcode)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_double_agent_fault_tolerance_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.double_agent_fault_tolerance)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_double_agent_fault_tolerance_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.double_agent_fault_tolerance)
@ -905,19 +904,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual(-signal.SIGKILL, p.exitcode)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_double_agent_elastic_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.double_agent_elastic)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_double_agent_elastic_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.double_agent_elastic)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_double_agent_elastic_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.double_agent_elastic)
@ -955,19 +954,19 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual([f"{msg} from worker"], list(master_retvals.values()))
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_torch_rpc_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.torch_rpc)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_torch_rpc_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.torch_rpc)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_torch_rpc_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.torch_rpc)
@ -993,13 +992,13 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual(rank, output)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_workers_drift_success_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.workers_drift_success)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_workers_drift_success_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.workers_drift_success)
@ -1024,13 +1023,13 @@ class LocalElasticAgentTest(unittest.TestCase):
self.assertEqual(rank, output)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_workers_drift_fail_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.workers_drift_fail)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_workers_drift_fail_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.workers_drift_fail)
@ -1047,19 +1046,19 @@ class LocalElasticAgentTest(unittest.TestCase):
barrier_mock.assert_called_once()
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_barrier_failed_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.barrier_failed)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_barrier_failed_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.barrier_failed)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_barrier_failed_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.barrier_failed)
@ -1081,19 +1080,19 @@ class LocalElasticAgentTest(unittest.TestCase):
pcontext_mock.close.assert_called_once()
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_shutdown_called_c10d(self):
self.run_test_with_backend(backend="c10d", test_to_run=self.shutdown_called)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_shutdown_called_etcd(self):
self.run_test_with_backend(backend="etcd", test_to_run=self.shutdown_called)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_shutdown_called_etcd_v2(self):
self.run_test_with_backend(backend="etcd-v2", test_to_run=self.shutdown_called)

28
test/distributed/elastic/multiprocessing/api_test.py
View File

@ -35,8 +35,8 @@ from torch.distributed.elastic.multiprocessing.errors.error_handler import _writ
from torch.testing._internal.common_utils import (
NO_MULTIPROCESSING_SPAWN,
TEST_WITH_ASAN,
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_TSAN,
TEST_WITH_DEV_DBG_ASAN,
IS_IN_CI,
IS_WINDOWS,
IS_MACOS,
@ -223,15 +223,11 @@ def start_processes_zombie_test(
# tests incompatible with tsan or asan
if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
if not (TEST_WITH_DEV_DBG_ASAN or IS_WINDOWS or IS_MACOS):
class StartProcessesTest(unittest.TestCase):
def setUp(self):
self.test_dir = tempfile.mkdtemp(prefix=f"{self.__class__.__name__}_")
if NO_MULTIPROCESSING_SPAWN: # python 2.7 doesn't have spawn
self._start_methods = ["fork"]
else:
self._start_methods = ["fork", "spawn"]
self._start_methods = ["spawn"]
def tearDown(self):
shutil.rmtree(self.test_dir)
@ -317,7 +313,7 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
args={0: (1,)},
envs={0: {}},
log_dir=self.log_dir(),
start_method="fork",
start_method="spawn",
)
self.assertIsNone(pc.wait(timeout=0.1, period=0.01))
@ -332,7 +328,7 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
args={0: (1,)},
envs={0: {}},
log_dir=self.log_dir(),
start_method="fork",
start_method="spawn",
)
pids = pc.pids()
@ -387,7 +383,7 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
self.assertEqual({0: None, 1: None}, results.return_values)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan or asan"
TEST_WITH_DEV_DBG_ASAN, "tests incompatible with asan"
)
def test_function_large_ret_val(self):
# python multiprocessing.queue module uses pipes and actually PipedQueues
@ -549,7 +545,7 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
# tests incompatible with tsan or asan, the redirect functionality does not work on macos or windows
if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
if not (TEST_WITH_DEV_DBG_ASAN or IS_WINDOWS or IS_MACOS):
class StartProcessesListTest(StartProcessesTest):
########################################
# start_processes as binary tests
@ -630,7 +626,7 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
args={0: ("hello",), 1: ("world",)},
envs={0: {"RANK": "0"}, 1: {"RANK": "1"}},
log_dir=self.log_dir(),
start_method="fork",
start_method="spawn",
redirects={0: Std.ERR, 1: Std.NONE},
tee={0: Std.OUT, 1: Std.ERR},
)
@ -647,7 +643,7 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS):
# tests incompatible with tsan or asan, the redirect functionality does not work on macos or windows
if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS or IS_IN_CI):
if not (TEST_WITH_DEV_DBG_ASAN or IS_WINDOWS or IS_MACOS or IS_IN_CI):
class StartProcessesNotCITest(StartProcessesTest):
def test_wrap_bad(self):
none = ""
@ -697,8 +693,8 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS or IS
failure = results.failures[0]
self.assertNotEqual(signal.SIGSEGV, failure.exitcode)
if TEST_WITH_ASAN:
# ASAN exit code is 1.
if TEST_WITH_ASAN or TEST_WITH_TSAN:
# ASAN/TSAN exit code is 1.
self.assertEqual("<N/A>", failure.signal_name())
else:
self.assertEqual("SIGSEGV", failure.signal_name())
@ -714,7 +710,7 @@ if not (TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN or IS_WINDOWS or IS_MACOS or IS
args={0: ("hello",), 1: ("world",)},
envs={0: {"RANK": "0"}, 1: {"RANK": "1"}},
log_dir=log_dir,
start_method="fork",
start_method="spawn",
redirects={0: Std.ERR, 1: Std.NONE},
tee={0: Std.OUT, 1: Std.ERR},
)

5
test/distributed/elastic/multiprocessing/errors/api_test.py
View File

@ -13,7 +13,6 @@ from torch.distributed.elastic.multiprocessing.errors import (
record,
)
from torch.distributed.elastic.multiprocessing.errors.error_handler import _write_error
from torch.testing._internal.common_utils import TEST_WITH_TSAN
class SentinelError(Exception):
@ -45,10 +44,6 @@ def read_resource_file(resource_file: str) -> str:
return "".join(fp.readlines())
if TEST_WITH_TSAN:
print("test incompatible with tsan", file=sys.stderr)
sys.exit(0)
class ApiTest(unittest.TestCase):
def setUp(self):
self.test_dir = tempfile.mkdtemp(prefix=self.__class__.__name__)

11
test/distributed/elastic/timer/local_timer_example.py
View File

@ -15,7 +15,6 @@ import torch.distributed.elastic.timer as timer
import torch.multiprocessing as torch_mp
from torch.testing._internal.common_utils import (
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_TSAN,
run_tests,
IS_WINDOWS,
IS_MACOS,
@ -55,7 +54,7 @@ if not (IS_WINDOWS or IS_MACOS):
unittest. As of now this will SIGSEGV.
"""
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test is a/tsan incompatible")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test is asan incompatible")
def test_torch_mp_example(self):
# in practice set the max_interval to a larger value (e.g. 60 seconds)
mp_queue = mp.get_context("spawn").Queue()
@ -80,18 +79,14 @@ if not (IS_WINDOWS or IS_MACOS):
server.stop()
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test is a/tsan incompatible")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test is asan incompatible")
def test_example_start_method_spawn(self):
self._run_example_with(start_method="spawn")
# @sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test is a/tsan incompatible")
# @sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test is asan incompatible")
# def test_example_start_method_forkserver(self):
# self._run_example_with(start_method="forkserver")
@sandcastle_skip_if(TEST_WITH_TSAN, "test is tsan incompatible")
def test_example_start_method_fork(self):
self._run_example_with(start_method="fork")
def _run_example_with(self, start_method):
spawn_ctx = mp.get_context(start_method)
mp_queue = spawn_ctx.Queue()

34
test/distributed/elastic/timer/local_timer_test.py
View File

@ -13,19 +13,28 @@ import torch.distributed.elastic.timer as timer
from torch.distributed.elastic.timer.api import TimerRequest
from torch.distributed.elastic.timer.local_timer import MultiprocessingRequestQueue
from torch.testing._internal.common_utils import (
TEST_WITH_TSAN,
run_tests,
IS_WINDOWS,
IS_MACOS,
sandcastle_skip_if,
TEST_WITH_DEV_DBG_ASAN,
)
# timer is not supported on windows or macos
if not (IS_WINDOWS or IS_MACOS):
if not (IS_WINDOWS or IS_MACOS or TEST_WITH_DEV_DBG_ASAN):
# func2 should time out
def func2(n, mp_queue):
if mp_queue is not None:
timer.configure(timer.LocalTimerClient(mp_queue))
if n > 0:
with timer.expires(after=0.1):
func2(n - 1, None)
time.sleep(0.2)
class LocalTimerTest(unittest.TestCase):
def setUp(self):
self.mp_queue = mp.Queue()
self.ctx = mp.get_context('spawn')
self.mp_queue = self.ctx.Queue()
self.max_interval = 0.01
self.server = timer.LocalTimerServer(self.mp_queue, self.max_interval)
self.server.start()
@ -62,7 +71,6 @@ if not (IS_WINDOWS or IS_MACOS):
with timer.expires(after=0.5):
time.sleep(0.1)
@sandcastle_skip_if(TEST_WITH_TSAN, "test is tsan incompatible")
def test_get_timer_recursive(self):
"""
If a function acquires a countdown timer with default scope,
@ -82,14 +90,7 @@ if not (IS_WINDOWS or IS_MACOS):
func(4)
# func2 should time out
def func2(n):
if n > 0:
with timer.expires(after=0.1):
func2(n - 1)
time.sleep(0.2)
p = mp.Process(target=func2, args=(2,))
p = self.ctx.Process(target=func2, args=(2, self.mp_queue))
p.start()
p.join()
self.assertEqual(-signal.SIGKILL, p.exitcode)
@ -102,7 +103,6 @@ if not (IS_WINDOWS or IS_MACOS):
with timer.expires(after=timeout):
time.sleep(duration)
@sandcastle_skip_if(TEST_WITH_TSAN, "test is tsan incompatible")
def test_timer(self):
timeout = 0.1
duration = 1
@ -124,7 +124,7 @@ if not (IS_WINDOWS or IS_MACOS):
# timer is not supported on windows or macos
if not (IS_WINDOWS or IS_MACOS):
if not (IS_WINDOWS or IS_MACOS or TEST_WITH_DEV_DBG_ASAN):
class MultiprocessingRequestQueueTest(unittest.TestCase):
def test_get(self):
mp_queue = mp.Queue()
@ -183,7 +183,7 @@ if not (IS_WINDOWS or IS_MACOS):
# timer is not supported on windows or macos
if not (IS_WINDOWS or IS_MACOS):
if not (IS_WINDOWS or IS_MACOS or TEST_WITH_DEV_DBG_ASAN):
class LocalTimerServerTest(unittest.TestCase):
def setUp(self):
self.mp_queue = mp.Queue()
@ -193,7 +193,6 @@ if not (IS_WINDOWS or IS_MACOS):
def tearDown(self):
self.server.stop()
@sandcastle_skip_if(TEST_WITH_TSAN, "test is tsan incompatible")
def test_watchdog_call_count(self):
"""
checks that the watchdog function ran wait/interval +- 1 times
@ -226,7 +225,6 @@ if not (IS_WINDOWS or IS_MACOS):
def _release_timer(self, pid, scope):
return TimerRequest(worker_id=pid, scope_id=scope, expiration_time=-1)
@sandcastle_skip_if(TEST_WITH_TSAN, "test is tsan incompatible")
@mock.patch("os.kill")
def test_expired_timers(self, mock_os_kill):
"""

15
test/distributed/launcher/api_test.py
View File

@ -31,7 +31,6 @@ from torch.distributed.launcher.api import (
)
from torch.testing._internal.common_utils import (
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_TSAN,
sandcastle_skip_if,
)
@ -117,7 +116,7 @@ class ElasticLaunchTest(unittest.TestCase):
rdzv_endpoint=endpoint,
monitor_interval=1,
rdzv_backend=rdzv_backend,
start_method="fork",
start_method="spawn",
max_restarts=0,
rdzv_configs=rdzv_configs,
)
@ -128,7 +127,7 @@ class ElasticLaunchTest(unittest.TestCase):
)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_script_python(self):
nnodes = 1
@ -145,7 +144,7 @@ class ElasticLaunchTest(unittest.TestCase):
self.check_works_ran(world_size)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_script_python_local_rank_transfer(self):
nnodes = 1
@ -162,7 +161,7 @@ class ElasticLaunchTest(unittest.TestCase):
self.check_works_ran(world_size)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_script_bash(self):
nnodes = 1
@ -177,7 +176,7 @@ class ElasticLaunchTest(unittest.TestCase):
self.check_works_ran(world_size)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_function(self):
nnodes = 1
@ -193,7 +192,7 @@ class ElasticLaunchTest(unittest.TestCase):
self.assertEqual(expected_res, actual_res)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_dist_sum_with_static_rdzv(self):
nnodes = 1
@ -224,7 +223,7 @@ class ElasticLaunchTest(unittest.TestCase):
self.assertEqual(expected_res, actual_res)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_elastic(self):
nproc_per_node = 4

9
test/distributed/launcher/launch_test.py
View File

@ -15,7 +15,6 @@ import torch.distributed.launch as launch
from torch.distributed.elastic.utils import get_socket_with_port
from torch.testing._internal.common_utils import (
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_TSAN,
sandcastle_skip_if,
)
@ -36,7 +35,7 @@ class LaunchTest(unittest.TestCase):
shutil.rmtree(self.test_dir)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_without_env(self):
nnodes = 1
@ -49,7 +48,7 @@ class LaunchTest(unittest.TestCase):
f"--nnodes={nnodes}",
f"--nproc_per_node={nproc_per_node}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
"--master_addr=localhost",
f"--master_port={master_port}",
"--node_rank=0",
@ -58,7 +57,7 @@ class LaunchTest(unittest.TestCase):
launch.main(args)
@sandcastle_skip_if(
TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "tests incompatible with tsan and dev/dbg asan"
TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan"
)
def test_launch_with_env(self):
nnodes = 1
@ -71,7 +70,7 @@ class LaunchTest(unittest.TestCase):
f"--nnodes={nnodes}",
f"--nproc_per_node={nproc_per_node}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
"--master_addr=localhost",
f"--master_port={master_port}",
"--node_rank=0",

53
test/distributed/launcher/run_test.py
View File

@ -23,7 +23,6 @@ from torch.distributed.elastic.rendezvous.etcd_server import EtcdServer
from torch.distributed.elastic.utils import get_socket_with_port
from torch.testing._internal.common_utils import (
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_TSAN,
sandcastle_skip_if,
)
@ -100,7 +99,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_endpoint={self._etcd_endpoint}",
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
f"--touch_file_dir={self.test_dir}",
]
@ -123,7 +122,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--nnodes={nnodes}",
f"--nproc_per_node={nproc_per_node}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
"--master_addr=localhost",
f"--master_port={master_port}",
"--node_rank=0",
@ -138,7 +137,7 @@ class ElasticLaunchTest(unittest.TestCase):
{str(i) for i in range(world_size)}, set(os.listdir(self.test_dir))
)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_user_script_bash(self):
run_id = str(uuid.uuid4().int)
nnodes = 1
@ -151,7 +150,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_endpoint={self._etcd_endpoint}",
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
"--no_python",
]
@ -169,7 +168,7 @@ class ElasticLaunchTest(unittest.TestCase):
{str(i) for i in range(world_size)}, set(os.listdir(self.test_dir))
)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_user_script_default_nproc(self):
run_id = str(uuid.uuid4().int)
nnodes = 1
@ -180,7 +179,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_endpoint={self._etcd_endpoint}",
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
"--no_python",
]
@ -198,7 +197,7 @@ class ElasticLaunchTest(unittest.TestCase):
{str(i) for i in range(world_size)}, set(os.listdir(self.test_dir))
)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_with_env_vars(self):
run_id = str(uuid.uuid4().int)
nnodes = 1
@ -211,7 +210,7 @@ class ElasticLaunchTest(unittest.TestCase):
os.environ["PET_RDZV_ENDPOINT"] = self._etcd_endpoint
os.environ["PET_RDZV_ID"] = run_id
os.environ["PET_MONITOR_INTERVAL"] = "1"
os.environ["PET_START_METHOD"] = "fork"
os.environ["PET_START_METHOD"] = "spawn"
os.environ["PET_NO_PYTHON"] = "1"
script_args = [path("bin/test_script.sh"), f"{self.test_dir}"]
@ -241,7 +240,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_endpoint={self._etcd_endpoint}",
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
"--no_python",
]
@ -256,27 +255,27 @@ class ElasticLaunchTest(unittest.TestCase):
{str(i) for i in range(world_size)}, set(os.listdir(self.test_dir))
)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_nproc_launch_auto_configurations(self):
self._test_nproc_launch_configuration("auto", os.cpu_count())
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_nproc_launch_number_configurations(self):
self._test_nproc_launch_configuration("4", 4)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_nproc_launch_unknown_configurations(self):
with self.assertRaises(ValueError):
self._test_nproc_launch_configuration("unknown", 4)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
@patch("torch.cuda.is_available", return_value=True)
@patch("torch.cuda.device_count", return_value=3)
def test_nproc_gpu_launch_configurations(self, _mock1, _mock2):
self._test_nproc_launch_configuration("auto", 3)
self._test_nproc_launch_configuration("gpu", 3)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_elastic(self):
run_id = str(uuid.uuid4().int)
min_nodes = 1
@ -291,7 +290,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_endpoint={self._etcd_endpoint}",
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
f"--touch_file_dir={self.test_dir}",
]
@ -304,7 +303,7 @@ class ElasticLaunchTest(unittest.TestCase):
)
@mock.patch("torch.distributed.elastic.events.record")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_elastic_worker_raise_exception(self, record_mock):
"""
Asserts that when the worker program fails and lancher raieses exception
@ -323,7 +322,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--max_restarts=0",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
"--fail",
]
@ -332,7 +331,7 @@ class ElasticLaunchTest(unittest.TestCase):
record_mock.assert_called_once()
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
@mock.patch(
"torch.distributed.elastic.agent.server.local_elastic_agent.LocalElasticAgent.run"
)
@ -354,7 +353,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--max_restarts=0",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
f"--touch_file_dir={self.test_dir}",
]
@ -364,7 +363,7 @@ class ElasticLaunchTest(unittest.TestCase):
launch.main(args)
record_mock.assert_called_once()
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_standalone(self):
nnodes = 1
nproc_per_node = 4
@ -374,7 +373,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--nproc_per_node={nproc_per_node}",
"--standalone",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
f"--touch_file_dir={self.test_dir}",
]
@ -386,7 +385,7 @@ class ElasticLaunchTest(unittest.TestCase):
{str(i) for i in range(world_size)}, set(os.listdir(self.test_dir))
)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_run_path(self):
nnodes = 1
nproc_per_node = 4
@ -396,7 +395,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--nnodes={nnodes}",
f"--nproc_per_node={nproc_per_node}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
f"--touch_file_dir={self.test_dir}",
]
@ -408,7 +407,7 @@ class ElasticLaunchTest(unittest.TestCase):
{str(i) for i in range(world_size)}, set(os.listdir(self.test_dir))
)
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN or TEST_WITH_TSAN, "test incompatible with tsan and dev/dbg asan")
@sandcastle_skip_if(TEST_WITH_DEV_DBG_ASAN, "test incompatible with dev/dbg asan")
def test_launch_elastic_multiple_agents(self):
run_id = str(uuid.uuid4().int)
min_nodes = 1
@ -423,7 +422,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--rdzv_endpoint={self._etcd_endpoint}",
f"--rdzv_id={run_id}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
f"--touch_file_dir={self.test_dir}",
]
@ -462,7 +461,7 @@ class ElasticLaunchTest(unittest.TestCase):
f"--nnodes={nnodes}",
f"--nproc_per_node={nproc_per_node}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
path("bin/test_script.py"),
f"--touch_file_dir={self.test_dir}",
]

129
test/distributed/test_c10d_common.py
View File

@ -28,9 +28,13 @@ from torch.testing._internal.common_utils import (
TestCase,
load_tests,
run_tests,
TEST_WITH_TSAN,
TEST_WITH_DEV_DBG_ASAN,
)
if TEST_WITH_DEV_DBG_ASAN:
print("Multiprocessing spawn is not compatible with dev/dbg asan", file=sys.stderr)
sys.exit(0)
# load_tests from common_utils is used to automatically filter tests for
# sharding on sandcastle. This line silences flake warnings
load_tests = load_tests
@ -438,37 +442,31 @@ class AbstractDistributedDataParallelTest(object):
return fut.then(fut_then)
# TSAN is not fork-safe since we're forking in a multi-threaded environment
if not TEST_WITH_TSAN:
class DistributedDataParallelTest(
AbstractDistributedDataParallelTest, MultiProcessTestCase
):
def setUp(self):
super(DistributedDataParallelTest, self).setUp()
self._spawn_processes()
class DistributedDataParallelTest(
AbstractDistributedDataParallelTest, MultiProcessTestCase
):
def setUp(self):
super(DistributedDataParallelTest, self).setUp()
if sys.platform == "win32":
self._spawn_processes()
else:
self._fork_processes()
def test_invalid_powerSGD_state(self):
for start_powerSGD_iter, use_error_feedback, warm_start in product(
[0, 1], [True, False], [True, False]
def test_invalid_powerSGD_state(self):
for start_powerSGD_iter, use_error_feedback, warm_start in product(
[0, 1], [True, False], [True, False]
):
if not use_error_feedback and not warm_start:
continue
with self.assertRaisesRegex(
ValueError,
"Expect `start_powerSGD_iter` > 1 if `use_error_feedback` or `warm_start` is enabled, "
"because PowerSGD can only be applied after the first two iterations in DDP.",
):
if not use_error_feedback and not warm_start:
continue
with self.assertRaisesRegex(
ValueError,
"Expect `start_powerSGD_iter` > 1 if `use_error_feedback` or `warm_start` is enabled, "
"because PowerSGD can only be applied after the first two iterations in DDP.",
):
state = powerSGD.PowerSGDState(
process_group=None,
matrix_approximation_rank=1,
start_powerSGD_iter=start_powerSGD_iter,
use_error_feedback=use_error_feedback,
warm_start=warm_start,
)
state = powerSGD.PowerSGDState(
process_group=None,
matrix_approximation_rank=1,
start_powerSGD_iter=start_powerSGD_iter,
use_error_feedback=use_error_feedback,
warm_start=warm_start,
)
class ComputeBucketAssignmentTest(TestCase):
@ -656,49 +654,42 @@ class AbstractCommTest(object):
dist.all_gather_object(obj_list, subgroup_seq, group=subgroup)
self.assertEqual(len(set(obj_list)), 1)
class CommTest(AbstractCommTest, MultiProcessTestCase):
def setUp(self):
super(CommTest, self).setUp()
self._spawn_processes()
# TSAN is not fork-safe since we're forking in a multi-threaded environment
if not TEST_WITH_TSAN:
def tearDown(self):
super(CommTest, self).tearDown()
try:
os.remove(self.file_name)
except OSError:
pass
class CommTest(AbstractCommTest, MultiProcessTestCase):
def setUp(self):
super(CommTest, self).setUp()
if sys.platform == "win32":
self._spawn_processes()
else:
self._fork_processes()
def test_distributed_debug_mode(self):
# Default should be off
default_debug_mode = dist._get_debug_mode()
self.assertEqual(default_debug_mode, dist._DistributedDebugLevel.OFF)
mapping = {
"OFF": dist._DistributedDebugLevel.OFF,
"INFO": dist._DistributedDebugLevel.INFO,
"DETAIL": dist._DistributedDebugLevel.DETAIL,
}
invalid_debug_modes = ["foo", 0, 1, -1]
def tearDown(self):
super(CommTest, self).tearDown()
try:
os.remove(self.file_name)
except OSError:
pass
for mode in mapping.keys():
os.environ["TORCH_DISTRIBUTED_DEBUG"] = str(mode)
set_debug_mode = dist._get_debug_mode()
self.assertEqual(
set_debug_mode,
mapping[mode],
f"Expected {mode} to map to {mapping[mode]} but got {set_debug_mode}",
)
def test_distributed_debug_mode(self):
# Default should be off
default_debug_mode = dist._get_debug_mode()
self.assertEqual(default_debug_mode, dist._DistributedDebugLevel.OFF)
mapping = {
"OFF": dist._DistributedDebugLevel.OFF,
"INFO": dist._DistributedDebugLevel.INFO,
"DETAIL": dist._DistributedDebugLevel.DETAIL,
}
invalid_debug_modes = ["foo", 0, 1, -1]
for mode in mapping.keys():
os.environ["TORCH_DISTRIBUTED_DEBUG"] = str(mode)
set_debug_mode = dist._get_debug_mode()
self.assertEqual(
set_debug_mode,
mapping[mode],
f"Expected {mode} to map to {mapping[mode]} but got {set_debug_mode}",
)
for mode in invalid_debug_modes:
os.environ["TORCH_DISTRIBUTED_DEBUG"] = str(mode)
with self.assertRaisesRegex(RuntimeError, "to be one of"):
dist._get_debug_mode()
for mode in invalid_debug_modes:
os.environ["TORCH_DISTRIBUTED_DEBUG"] = str(mode)
with self.assertRaisesRegex(RuntimeError, "to be one of"):
dist._get_debug_mode()
if __name__ == "__main__":

25
test/distributed/test_c10d_gloo.py
View File

@ -43,17 +43,9 @@ from torch.testing._internal.common_utils import (
TestCase,
run_tests,
retry_on_connect_failures,
TEST_WITH_TSAN,
sandcastle_skip,
)
if TEST_WITH_TSAN:
print(
"Skip as TSAN is not fork-safe since we're forking in a multi-threaded environment",
file=sys.stderr,
)
sys.exit(0)
def simple_reduce_tests(rank, world_size):
tests = [
@ -218,12 +210,7 @@ class ProcessGroupGlooTest(MultiProcessTestCase):
def setUp(self):
super(ProcessGroupGlooTest, self).setUp()
# For Windows platform, Python does not support fork, change it to spawn here.
if sys.platform == "win32":
self._spawn_processes()
else:
self._fork_processes()
self._spawn_processes()
def opts(self, threads=2):
opts = c10d.ProcessGroupGloo._Options()
@ -1425,10 +1412,7 @@ class DistributedDataParallelTest(
):
def setUp(self):
super(DistributedDataParallelTest, self).setUp()
if sys.platform == "win32":
self._spawn_processes()
else:
self._fork_processes()
self._spawn_processes()
def _test_gloo_backend(
self, devices, device_ids, multi_device=False, gradient_as_bucket_view=False
@ -2197,10 +2181,7 @@ class ReducerTest(TestCase):
class CommTest(test_c10d_common.AbstractCommTest, MultiProcessTestCase):
def setUp(self):
super(CommTest, self).setUp()
if sys.platform == "win32":
self._spawn_processes()
else:
self._fork_processes()
self._spawn_processes()
def tearDown(self):
super(CommTest, self).tearDown()

8
test/distributed/test_c10d_nccl.py
View File

@ -45,7 +45,6 @@ from torch.testing._internal.common_utils import (
retry_on_connect_failures,
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_ROCM,
TEST_WITH_TSAN,
sandcastle_skip,
sandcastle_skip_if,
)
@ -57,13 +56,6 @@ if not IS_WINDOWS:
from torch.distributed.optim.functional_adam import _FunctionalAdam
from torch.distributed.optim.functional_adamw import _FunctionalAdamW
if TEST_WITH_TSAN:
print(
"Skip as TSAN is not fork-safe since we're forking in a multi-threaded environment",
file=sys.stderr,
)
sys.exit(0)
if TEST_WITH_DEV_DBG_ASAN:
print(
"Skip ASAN as torch + multiprocessing spawn have known issues", file=sys.stderr

162
test/distributed/test_c10d_spawn_gloo.py
View File

@ -11,7 +11,7 @@ from test_c10d_spawn import _torch_dist_nn_available
from torch.testing._internal.common_cuda import TEST_CUDA, TEST_MULTIGPU
from torch.testing._internal.common_distributed import requires_gloo, \
create_device, MultiProcessTestCase, skip_if_lt_x_gpu
from torch.testing._internal.common_utils import TestCase, run_tests, sandcastle_skip_if, TEST_WITH_TSAN, TEST_WITH_DEV_DBG_ASAN
from torch.testing._internal.common_utils import TestCase, run_tests, sandcastle_skip_if, TEST_WITH_DEV_DBG_ASAN
# Fails on Python-3.9, see https://github.com/pytorch/pytorch/issues/51619
if sys.version_info < (3, 9):
@ -76,102 +76,100 @@ if sys.version_info < (3, 9):
self.world_size)
# TSAN is not fork-safe since we're forking in a multi-threaded environment
if not TEST_WITH_TSAN:
class DistributedDataParallelSingleProcessTest(TestCase):
def setUp(self):
self.rank = 0
self.world_size = 1
self.file = tempfile.NamedTemporaryFile(delete=False) # noqa: P201
class DistributedDataParallelSingleProcessTest(TestCase):
def setUp(self):
self.rank = 0
self.world_size = 1
self.file = tempfile.NamedTemporaryFile(delete=False) # noqa: P201
def tearDown(self):
try:
os.remove(self.file.name)
except OSError:
pass
def tearDown(self):
try:
os.remove(self.file.name)
except OSError:
pass
def _test_base(self, net, inp, check_allclose=True):
store = c10d.FileStore(self.file.name, self.world_size)
process_group = c10d.ProcessGroupGloo(store, self.rank, self.world_size)
if inp[0].is_cuda:
device_ids = [torch.cuda.current_device()]
else:
device_ids = None
def _test_base(self, net, inp, check_allclose=True):
store = c10d.FileStore(self.file.name, self.world_size)
process_group = c10d.ProcessGroupGloo(store, self.rank, self.world_size)
if inp[0].is_cuda:
device_ids = [torch.cuda.current_device()]
else:
device_ids = None
ddp = nn.parallel.DistributedDataParallel(
copy.deepcopy(net),
device_ids=device_ids,
process_group=process_group
)
ddp = nn.parallel.DistributedDataParallel(
copy.deepcopy(net),
device_ids=device_ids,
process_group=process_group
)
net_opt = torch.optim.Adam(net.parameters(), lr=0.001)
ddp_opt = torch.optim.Adam(ddp.parameters(), lr=0.001)
net_opt = torch.optim.Adam(net.parameters(), lr=0.001)
ddp_opt = torch.optim.Adam(ddp.parameters(), lr=0.001)
for i, j in zip(ddp.parameters(), net.parameters()):
self.assertTrue(i.allclose(j))
for _ in range(10):
net_out = net(*inp)
ddp_out = ddp(*inp)
net_out.sum().backward()
ddp_out.sum().backward()
net_opt.step()
ddp_opt.step()
if check_allclose:
for i, j in zip(ddp.parameters(), net.parameters()):
self.assertTrue(i.allclose(j))
for _ in range(10):
net_out = net(*inp)
ddp_out = ddp(*inp)
@requires_gloo()
def test_cpu(self):
self._test_base(nn.Linear(2, 2), [torch.randn(30, 2)])
net_out.sum().backward()
ddp_out.sum().backward()
@requires_gloo()
@sandcastle_skip_if(not TEST_CUDA, "At least 1 CUDA GPUS needed")
def test_cuda(self):
self._test_base(nn.Linear(2, 2).to(0), [torch.randn(30, 2).to(0)])
net_opt.step()
ddp_opt.step()
@requires_gloo()
@sandcastle_skip_if(not TEST_CUDA, "At least 1 CUDA GPUS needed")
def test_rnn(self):
# This test is inspired by the bug reported in
# https://github.com/pytorch/pytorch/issues/36268
BATCH_SIZE = 12 # Divisible by 2, 3, 4
INPUT_DIM = 256
OUTPUT_DIM = 256
HIDDEN_DIM = 256
N_LAYERS = 3
SEQ_LEN = 100
if check_allclose:
for i, j in zip(ddp.parameters(), net.parameters()):
self.assertTrue(i.allclose(j))
class Net(nn.Module):
def __init__(self, input_dim, hidden_dim, output_dim, hidden_layers):
super(Net, self).__init__()
self.input_dim = input_dim
self.hidden_dim = hidden_dim
self.output_dim = output_dim
self.hidden_layers = hidden_layers
@requires_gloo()
def test_cpu(self):
self._test_base(nn.Linear(2, 2), [torch.randn(30, 2)])
self.lstm = nn.LSTM(input_dim, hidden_dim, hidden_layers, batch_first=True)
self.h2o = nn.Linear(hidden_dim, output_dim)
@requires_gloo()
@sandcastle_skip_if(not TEST_CUDA, "At least 1 CUDA GPUS needed")
def test_cuda(self):
self._test_base(nn.Linear(2, 2).to(0), [torch.randn(30, 2).to(0)])
def forward(self, x, y):
self.lstm.flatten_parameters()
h_t, _ = self.lstm(x)
output = self.h2o(h_t)
loss = nn.functional.mse_loss(output, y)
return loss
@requires_gloo()
@sandcastle_skip_if(not TEST_CUDA, "At least 1 CUDA GPUS needed")
def test_rnn(self):
# This test is inspired by the bug reported in
# https://github.com/pytorch/pytorch/issues/36268
BATCH_SIZE = 12 # Divisible by 2, 3, 4
INPUT_DIM = 256
OUTPUT_DIM = 256
HIDDEN_DIM = 256
N_LAYERS = 3
SEQ_LEN = 100
net = Net(INPUT_DIM, HIDDEN_DIM, OUTPUT_DIM, N_LAYERS).to(0)
inp = [
torch.randn((BATCH_SIZE, SEQ_LEN, INPUT_DIM)).to(0),
torch.rand((BATCH_SIZE, SEQ_LEN, OUTPUT_DIM)).to(0)
]
class Net(nn.Module):
def __init__(self, input_dim, hidden_dim, output_dim, hidden_layers):
super(Net, self).__init__()
self.input_dim = input_dim
self.hidden_dim = hidden_dim
self.output_dim = output_dim
self.hidden_layers = hidden_layers
self.lstm = nn.LSTM(input_dim, hidden_dim, hidden_layers, batch_first=True)
self.h2o = nn.Linear(hidden_dim, output_dim)
def forward(self, x, y):
self.lstm.flatten_parameters()
h_t, _ = self.lstm(x)
output = self.h2o(h_t)
loss = nn.functional.mse_loss(output, y)
return loss
net = Net(INPUT_DIM, HIDDEN_DIM, OUTPUT_DIM, N_LAYERS).to(0)
inp = [
torch.randn((BATCH_SIZE, SEQ_LEN, INPUT_DIM)).to(0),
torch.rand((BATCH_SIZE, SEQ_LEN, OUTPUT_DIM)).to(0)
]
# Not checking result allclose as the parameter inconsistency exist
# prior to this change. See #37079
self._test_base(net, inp, check_allclose=False)
# Not checking result allclose as the parameter inconsistency exist
# prior to this change. See #37079
self._test_base(net, inp, check_allclose=False)
# Skip dev-asan as torch + multiprocessing spawn have known issues

113
test/distributed/test_distributed_fork.py
View File

@ -1,113 +0,0 @@
import os
import sys
import tempfile
from functools import wraps
import torch
import torch.cuda
import torch.distributed as dist
from torch.testing._internal.common_utils import TEST_WITH_TSAN
if not dist.is_available():
print("Distributed not available, skipping tests", file=sys.stderr)
sys.exit(0)
from torch.testing._internal.common_utils import TestCase, find_free_port, run_tests
from torch.distributed.distributed_c10d import _get_default_group
from torch.testing._internal.distributed.distributed_test import (
DistributedTest, TestDistBackend
)
torch.backends.cuda.matmul.allow_tf32 = False
CPP_EXTENSIONS_WARNING = """
Ninja (https://ninja-build.org) must be available to run C++ extensions tests,
but it could not be found. Install ninja with `pip install ninja`
or `conda install ninja`.
"""
BACKEND = os.environ["BACKEND"]
INIT_METHOD = os.getenv("INIT_METHOD", "env://")
def skip_if_no_ninja(func):
@wraps(func)
def wrapper(*args, **kwargs):
try:
import torch.utils.cpp_extension
torch.utils.cpp_extension.verify_ninja_availability()
except RuntimeError:
print(CPP_EXTENSIONS_WARNING)
return 0
return func(*args, **kwargs)
return wrapper
if TEST_WITH_TSAN:
print("Skip as TSAN is not fork-safe since we're forking in a multi-threaded environment", file=sys.stderr)
sys.exit(0)
if BACKEND == "gloo" or BACKEND == "nccl":
class TestDistBackendWithFork(TestDistBackend, DistributedTest._DistTestBase):
def setUp(self):
super().setUp()
self._fork_processes()
torch.backends.cudnn.flags(allow_tf32=False).__enter__()
elif BACKEND == "mpi":
WORLD_SIZE = os.environ["WORLD_SIZE"]
dist.init_process_group(init_method=INIT_METHOD, backend="mpi")
class TestMPIWithFork(TestCase, DistributedTest._DistTestBase):
pass
elif BACKEND == "test":
class TestBackendDynamicLoad(TestCase):
def setUp(self):
super(TestBackendDynamicLoad, self).setUp()
def _load_test_backend(self):
temp_dir = tempfile.mkdtemp()
src = "{}/../cpp_extensions/cpp_c10d_extension.cpp".format(os.path.abspath(os.path.dirname(__file__)))
extension = torch.utils.cpp_extension.load(
name="torch_test",
sources=[src],
build_directory=temp_dir
)
@skip_if_no_ninja
def test_backend_apis(self):
self._load_test_backend()
os.environ['WORLD_SIZE'] = '1'
os.environ['MASTER_ADDR'] = '127.0.0.1'
os.environ['MASTER_PORT'] = str(find_free_port())
os.environ['RANK'] = '0'
dist.init_process_group(backend='test', init_method='env://', world_size=1, rank=0)
self.assertEqual(dist.get_rank(), 0)
self.assertEqual(dist.get_world_size(), 1)
process_group = _get_default_group()
work = process_group.allreduce([torch.rand(1), torch.rand(1)])
self.assertTrue(work.wait())
self.assertTrue(work.is_completed())
self.assertTrue(work.is_success())
work = process_group.broadcast([torch.rand(1)])
self.assertTrue(work.wait())
self.assertTrue(work.is_completed())
self.assertTrue(work.is_success())
dist.destroy_process_group()
if __name__ == "__main__":
assert (
not torch.cuda._initialized
), "test_distributed must not have initialized CUDA context on main process"
run_tests()

6
test/distributed/test_jit_c10d.py
View File

@ -6,7 +6,7 @@ import time
from typing import List
from torch.testing._internal.common_distributed import requires_nccl, create_tcp_store
from torch.testing._internal.common_utils import load_tests, TEST_WITH_TSAN, run_tests, sandcastle_skip_if
from torch.testing._internal.common_utils import load_tests, run_tests, sandcastle_skip_if
from torch.testing._internal.jit_utils import JitTestCase
# load_tests from common_utils is used to automatically filter tests for
@ -29,10 +29,6 @@ def unique_process_group_name(prefix):
now = int(time.time() * 1000)
return "%s_%d" % (prefix, now)
if TEST_WITH_TSAN:
print("Skip as TSAN is not fork-safe since we're forking in a multi-threaded environment", file=sys.stderr)
sys.exit(0)
class ProcessGroupNCCLJitTest(JitTestCase):
MAIN_PROCESS_RANK = 0

7
test/distributed/test_launcher.py
View File

@ -12,7 +12,6 @@ if not dist.is_available():
from torch.testing._internal.common_utils import (
TEST_WITH_DEV_DBG_ASAN,
TEST_WITH_TSAN,
TestCase,
run_tests,
)
@ -25,10 +24,6 @@ if TEST_WITH_DEV_DBG_ASAN:
print("Skip ASAN as torch + multiprocessing spawn have known issues", file=sys.stderr)
sys.exit(0)
if TEST_WITH_TSAN:
print("Skip as TSAN is not fork-safe since we're forking in a multi-threaded environment", file=sys.stderr)
sys.exit(0)
class TestDistributedLaunch(TestCase):
def test_launch_user_script(self):
nnodes = 1
@ -41,7 +36,7 @@ class TestDistributedLaunch(TestCase):
f"--nnodes={nnodes}",
f"--nproc_per_node={nproc_per_node}",
"--monitor_interval=1",
"--start_method=fork",
"--start_method=spawn",
"--master_addr=localhost",
f"--master_port={master_port}",
"--node_rank=0",

151
test/distributed/test_pg_wrapper.py
View File

@ -20,7 +20,6 @@ from torch.testing._internal.common_distributed import (
)
from torch.testing._internal.common_utils import (
run_tests,
TEST_WITH_TSAN,
TEST_WITH_DEV_DBG_ASAN,
)
@ -28,11 +27,7 @@ from torch.testing._internal.common_utils import (
class AbstractProcessGroupWrapperTest(MultiProcessTestCase):
def setUp(self):
super(AbstractProcessGroupWrapperTest, self).setUp()
# For Windows platform, Python does not support fork, change it to spawn here.
if sys.platform == "win32":
self._spawn_processes()
else:
self._fork_processes()
self._spawn_processes()
def _validate_error(self, exception, op_type, rank, tensor):
err = str(exception)
@ -291,91 +286,89 @@ if not TEST_WITH_DEV_DBG_ASAN:
self._test_collective_shape_mismatch(pg, use_cuda=True)
# TSAN is not fork-safe since we're forking in a multi-threaded environment
if not TEST_WITH_TSAN:
@requires_gloo()
class ProcessGroupGlooWrapperTest(AbstractProcessGroupWrapperTest):
def setUp(self):
super(ProcessGroupGlooWrapperTest, self).setUp()
@requires_gloo()
class ProcessGroupGlooWrapperTest(AbstractProcessGroupWrapperTest):
def setUp(self):
super(ProcessGroupGlooWrapperTest, self).setUp()
def opts(self, threads=2, timeout=10.0):
opts = c10d.ProcessGroupGloo._Options()
opts._timeout = timeout
opts._devices = [create_device(interface=LOOPBACK)]
opts._threads = threads
return opts
def opts(self, threads=2, timeout=10.0):
opts = c10d.ProcessGroupGloo._Options()
opts._timeout = timeout
opts._devices = [create_device(interface=LOOPBACK)]
opts._threads = threads
return opts
def _create_wrapper_pg(self, with_new_group=False, timeout=10.0):
store = c10d.FileStore(self.file_name, self.world_size)
c10d.init_process_group(
backend="gloo", rank=self.rank, world_size=self.world_size, store=store
def _create_wrapper_pg(self, with_new_group=False, timeout=10.0):
store = c10d.FileStore(self.file_name, self.world_size)
c10d.init_process_group(
backend="gloo", rank=self.rank, world_size=self.world_size, store=store
)
if with_new_group:
pg = c10d.new_group(backend="gloo")
else:
_pg = c10d.ProcessGroupGloo(
store, self.rank, self.world_size, self.opts(timeout=timeout)
)
if with_new_group:
pg = c10d.new_group(backend="gloo")
else:
_pg = c10d.ProcessGroupGloo(
store, self.rank, self.world_size, self.opts(timeout=timeout)
)
pg = c10d._create_process_group_wrapper(
_pg,
"unused",
store,
self.rank,
self.world_size,
timeout=timeout,
)
return pg
pg = c10d._create_process_group_wrapper(
_pg,
"unused",
store,
self.rank,
self.world_size,
timeout=timeout,
)
return pg
def test_collective_hang(self):
pg = self._create_wrapper_pg(timeout=2.0)
self._test_collective_hang(pg)
def test_collective_hang(self):
pg = self._create_wrapper_pg(timeout=2.0)
self._test_collective_hang(pg)
# NOTE: these tests are separated by debug level instead of combined into
# one due to https://github.com/pytorch/pytorch/issues/55967, they can be
# combined after that is resolved.
@with_dist_debug_levels(levels=["DETAIL"])
def test_collectives_op_mismatch_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collectives_op_mismatch(pg)
# NOTE: these tests are separated by debug level instead of combined into
# one due to https://github.com/pytorch/pytorch/issues/55967, they can be
# combined after that is resolved.
@with_dist_debug_levels(levels=["DETAIL"])
def test_collectives_op_mismatch_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collectives_op_mismatch(pg)
@with_dist_debug_levels(levels=["OFF"])
def test_collectives_op_mismatch(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collectives_op_mismatch(pg)
@with_dist_debug_levels(levels=["OFF"])
def test_collectives_op_mismatch(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collectives_op_mismatch(pg)
@with_dist_debug_levels(levels=["DETAIL"])
def test_collective_shape_mismatch_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collective_shape_mismatch(pg)
@with_dist_debug_levels(levels=["DETAIL"])
def test_collective_shape_mismatch_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collective_shape_mismatch(pg)
@with_dist_debug_levels(levels=["OFF"])
def test_collective_shape_mismatch(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collective_shape_mismatch(pg)
@with_dist_debug_levels(levels=["OFF"])
def test_collective_shape_mismatch(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collective_shape_mismatch(pg)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["DETAIL"])
def test_collectives_op_mismatch_cuda_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collectives_op_mismatch(pg, use_cuda=True)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["DETAIL"])
def test_collectives_op_mismatch_cuda_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collectives_op_mismatch(pg, use_cuda=True)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["OFF"])
def test_collectives_op_mismatch_cuda(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collectives_op_mismatch(pg, use_cuda=True)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["OFF"])
def test_collectives_op_mismatch_cuda(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collectives_op_mismatch(pg, use_cuda=True)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["DETAIL"])
def test_collective_shape_mismatch_cuda_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collective_shape_mismatch(pg, use_cuda=True)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["DETAIL"])
def test_collective_shape_mismatch_cuda_debug_mode(self):
pg = self._create_wrapper_pg(with_new_group=True)
self._test_collective_shape_mismatch(pg, use_cuda=True)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["OFF"])
def test_collective_shape_mismatch_cuda(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collective_shape_mismatch(pg, use_cuda=True)
@skip_if_lt_x_gpu(4)
@with_dist_debug_levels(levels=["OFF"])
def test_collective_shape_mismatch_cuda(self):
pg = self._create_wrapper_pg(with_new_group=False)
self._test_collective_shape_mismatch(pg, use_cuda=True)
if __name__ == "__main__":

6
test/run_test.py
View File

@ -65,7 +65,6 @@ TESTS = [
'test_dataloader',
'test_datapipe',
'distributed/test_data_parallel',
'distributed/test_distributed_fork',
'distributed/test_distributed_spawn',
'distributions/test_constraints',
'distributions/test_distributions',
@ -212,7 +211,6 @@ WINDOWS_BLOCKLIST = [
'distributed/rpc/test_faulty_agent',
'distributed/rpc/test_tensorpipe_agent',
'distributed/rpc/cuda/test_tensorpipe_agent',
'distributed/test_distributed_fork',
'distributed/pipeline/sync/skip/test_api',
'distributed/pipeline/sync/skip/test_gpipe',
'distributed/pipeline/sync/skip/test_inspect_skip_layout',
@ -294,7 +292,6 @@ TARGET_DET_LIST = [
'test_testing',
'test_view_ops',
'distributed/nn/jit/test_instantiator',
'distributed/test_distributed_fork',
'distributed/rpc/test_tensorpipe_agent',
'distributed/rpc/cuda/test_tensorpipe_agent',
'distributed/algorithms/ddp_comm_hooks/test_ddp_hooks',
@ -576,7 +573,7 @@ def test_distributed(test_module, test_directory, options):
os.environ['INIT_METHOD'] = 'env://'
os.environ.update(env_vars)
if with_init_file:
if test_module in ["test_distributed_fork", "test_distributed_spawn"]:
if test_module == "test_distributed_spawn":
init_method = f'{FILE_SCHEMA}{tmp_dir}/'
else:
init_method = f'{FILE_SCHEMA}{tmp_dir}/shared_init_file'
@ -611,7 +608,6 @@ CUSTOM_HANDLERS = {
'test_cuda_primary_ctx': test_cuda_primary_ctx,
'test_cpp_extensions_aot_no_ninja': test_cpp_extensions_aot_no_ninja,
'test_cpp_extensions_aot_ninja': test_cpp_extensions_aot_ninja,
'distributed/test_distributed_fork': test_distributed,
'distributed/test_distributed_spawn': test_distributed,
}

2
test/test_determination.py
View File

@ -16,7 +16,6 @@ class DeterminationTest(unittest.TestCase):
"test_jit_profiling",
"test_jit",
"test_torch",
"distributed/test_distributed_fork",
"distributed/test_distributed_spawn",
"test_cpp_extensions_aot_ninja",
"test_cpp_extensions_aot_no_ninja",
@ -104,7 +103,6 @@ class DeterminationTest(unittest.TestCase):
self.assertEqual(
self.determined_tests(["torch/utils/cpp_extension.py"]),
[
"distributed/test_distributed_fork",
"test_cpp_extensions_aot_ninja",
"test_cpp_extensions_aot_no_ninja",
"test_utils",

1
tools/stats/print_test_stats.py
View File

@ -630,7 +630,6 @@ class TestFile:
def append(self, test_case: TestCase, test_type: str) -> None:
is_multi_test = self.name == 'test_cpp_extensions_aot' or \
self.name == 'distributed/test_distributed_fork' or \
self.name == 'distributed/test_distributed_spawn' or \
self.name == 'distributed/test_c10d_gloo' or \
self.name == 'cpp' # The caffe2 cpp tests spawn duplicate test cases as well.

1
torch/distributed/CONTRIBUTING.md
View File

@ -85,7 +85,6 @@ python test/distributed/test_store.py
python test/distributed/test_pg_wrapper.py
# Run distributed tests, including tests for Distributed Data Parallel.
python test/run_test.py --verbose -i distributed/test_distributed_fork
python test/run_test.py --verbose -i distributed/test_distributed_spawn
# Run the RPC test suite for the TensorPipeAgent.

5
torch/testing/_internal/common_distributed.py
View File

@ -9,6 +9,7 @@ import time
import traceback
import types
import unittest
import warnings
from contextlib import contextmanager
from datetime import timedelta
from enum import Enum
@ -468,6 +469,10 @@ class MultiProcessTestCase(TestCase):
self.processes.append(process)
def _fork_processes(self) -> None:
warnings.warn(
"Fork based multiprocessing is dangerous and should not"
" be used, for tests with ASAN consider using opt-asan",
DeprecationWarning)
proc = torch.multiprocessing.get_context("fork").Process
self._start_processes(proc)