==================== Test output for //tensorflow/python/distribute/failure_handling:failure_handler_test (shard 1 of 8): 2024-02-21 02:36:38.901885: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. Running tests under Python 3.9.18: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/python_aarch64-unknown-linux-gnu/bin/python3 [ RUN ] PreemptionCheckpointTest.test_error_propagation INFO:tensorflow:Using local port 24481 I0221 02:36:42.297447 281472991787680 test_util.py:3999] Using local port 24481 INFO:tensorflow:Using local port 24480 I0221 02:36:42.299751 281472991787680 test_util.py:3999] Using local port 24480 INFO:tensorflow:Using local port 24479 I0221 02:36:42.301669 281472991787680 test_util.py:3999] Using local port 24479 INFO:tensorflow:Using local port 24478 I0221 02:36:42.303514 281472991787680 test_util.py:3999] Using local port 24478 2024-02-21 02:36:44.031748: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2024-02-21 02:36:44.312221: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. INFO:tensorflow:Cluster starting. I0221 02:36:47.570698 281472991787680 failure_handler_test.py:387] Cluster starting. [worker-0]: I0221 02:36:47.610527 281473466202784 multi_process_runner.py:840] Subprocess with PID 1210777 (worker, 0) is now being started. [worker-0]: I0221 02:36:47.611197 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24481", "localhost:24480", "localhost:24479", "localhost:24478"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-2]: I0221 02:36:47.714164 281473466202784 multi_process_runner.py:840] Subprocess with PID 1210794 (worker, 2) is now being started. [worker-3]: I0221 02:36:47.714837 281473466202784 multi_process_runner.py:840] Subprocess with PID 1210866 (worker, 3) is now being started. [worker-1]: I0221 02:36:47.716190 281473466202784 multi_process_runner.py:840] Subprocess with PID 1210782 (worker, 1) is now being started. [worker-2]: I0221 02:36:47.714831 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24481", "localhost:24480", "localhost:24479", "localhost:24478"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: 2024-02-21 02:36:47.765754: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24481 [worker-3]: I0221 02:36:47.715496 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24481", "localhost:24480", "localhost:24479", "localhost:24478"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-3]: 2024-02-21 02:36:47.764805: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24478 [worker-0]: 2024-02-21 02:36:47.775897: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 753663624738030276 [worker-2]: 2024-02-21 02:36:47.776287: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24479 [worker-0]: 2024-02-21 02:36:47.775944: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-1]: I0221 02:36:47.716795 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24481", "localhost:24480", "localhost:24479", "localhost:24478"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-0]: 2024-02-21 02:36:47.775956: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-1]: 2024-02-21 02:36:47.769920: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24480 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1708483007.776138 1210777 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:36:47.782746: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 11333235644893707605 [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:36:47.782788: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-2]: I0000 00:00:1708483007.782998 1210794 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:36:47.782799: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: 2024-02-21 02:36:47.788008: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 5190463967282908327 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:36:47.788040: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-1]: I0000 00:00:1708483007.788208 1210782 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:36:47.788049: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-0]: 2024-02-21 02:36:47.796312: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 5640771324688295219 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:36:47.796348: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [worker-3]: I0000 00:00:1708483007.796492 1210866 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: I0221 02:36:47.798433 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-1]: I0221 02:36:47.798433 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0221 02:36:47.799828 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I0221 02:36:47.827218 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I0221 02:36:47.855836 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: INFO:tensorflow:Check health not enabled. [worker-1]: I0221 02:36:47.856358 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0221 02:36:47.856609 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0221 02:36:47.855835 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-3]: I0221 02:36:47.856358 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0221 02:36:47.856610 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0221 02:36:47.879724 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I0221 02:36:47.880381 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0221 02:36:47.880644 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0221 02:36:47.927211 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: INFO:tensorflow:Check health not enabled. [worker-2]: I0221 02:36:47.927913 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0221 02:36:47.928156 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24481', 'localhost:24480', 'localhost:24479', 'localhost:24478']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0221 02:36:47.993589 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0221 02:36:47.997491 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0221 02:36:47.999074 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: I0221 02:36:48.000592 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I0221 02:36:48.005459 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0221 02:36:48.005931 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: W0221 02:36:48.006340 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 0 [worker-0]: I0221 02:36:48.006556 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0221 02:36:48.015650 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0221 02:36:48.016110 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0221 02:36:48.016516 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:Start training at 0 [worker-3]: I0221 02:36:48.016732 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0221 02:36:48.095927 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0221 02:36:48.096290 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W0221 02:36:48.096632 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 0 [worker-1]: I0221 02:36:48.096835 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0221 02:36:48.165301 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0221 02:36:48.165660 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W0221 02:36:48.165995 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: INFO:tensorflow:Start training at 0 [worker-2]: I0221 02:36:48.166204 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:48.230345 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:48.282946 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Error reported to Coordinator: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: Traceback (most recent call last): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/training/coordinator.py", line 293, in stop_on_exception [worker-2]: yield [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 387, in run [worker-2]: self.main_result = self.main_fn(*self.main_args, **self.main_kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/autograph/impl/api.py", line 693, in wrapper [worker-2]: raise e.ag_error_metadata.to_exception(e) [worker-2]: tensorflow.python.framework.errors_impl.ResourceExhaustedError: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-2]: I0221 02:36:48.363696 281447629582816 coordinator.py:213] Error reported to Coordinator: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: Traceback (most recent call last): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/training/coordinator.py", line 293, in stop_on_exception [worker-2]: yield [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 387, in run [worker-2]: self.main_result = self.main_fn(*self.main_args, **self.main_kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/autograph/impl/api.py", line 693, in wrapper [worker-2]: raise e.ag_error_metadata.to_exception(e) [worker-2]: tensorflow.python.framework.errors_impl.ResourceExhaustedError: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-2]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-2]: I0221 02:36:48.366441 281473466202784 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-0]: 2024-02-21 02:36:48.375579: E external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:1018] /job:worker/replica:0/task:2 has been set to ERROR in coordination service: RESOURCE_EXHAUSTED: in user code: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: ResourceExhaustedError: Running out of resources [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-2]: E0000 00:00:1708483008.366740 1210794 coordination_service_agent.cc:749] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: in user code: [worker-0]: [worker-2]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-0]: E0000 00:00:1708483008.376315 1212260 coordination_service_agent.cc:749] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: ResourceExhaustedError: Running out of resources [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-2]: 2024-02-21 02:36:48.366841: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: in user code: [worker-0]: [worker-2]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-0]: 2024-02-21 02:36:48.376467: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: ResourceExhaustedError: Running out of resources [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-2]: I0000 00:00:1708483008.366879 1210794 coordination_service_agent.cc:438] Reporting error to coordination service: RESOURCE_EXHAUSTED: in user code: [worker-0]: [worker-2]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: 2024-02-21 02:36:48.390010: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: [worker-0]: 2024-02-21 02:36:48.376519: E tensorflow/core/common_runtime/ring_alg.cc:291] Aborting RingReduce with RESOURCE_EXHAUSTED: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-0]: [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: ResourceExhaustedError: Running out of resources [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-3]: ResourceExhaustedError: Running out of resources [worker-0]: [worker-3]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-0]: [worker-3]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-0]: The error could be from a previous operation. Restart your program to reset. [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-0]: 2024-02-21 02:36:48.376611: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: RESOURCE_EXHAUSTED: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: :{"created":"@1708483008.389856250","description":"Error received from peer ipv6:[::1]:24481","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Collective ops is aborted by: Error reported from /job:worker/task:2: in user code:\n\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn *\n return call_for_each_replica(strategy, fn.python_function, args, kwargs)\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step *\n raise errors_impl.ResourceExhaustedError(\n\n ResourceExhaustedError: Running out of resources\n\nThe error could be from a previous operation. Restart your program to reset.","grpc_status":8} [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-3]: 2024-02-21 02:36:48.390104: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: RESOURCE_EXHAUSTED: Collective ops is aborted by: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-0]: [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [worker-3]: [worker-0]: The error could be from a previous operation. Restart your program to reset. [worker-3]: ResourceExhaustedError: Running out of resources [worker-3]: [worker-0]: [[{{node CollectiveReduceV2}}]] [worker-0]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-0]: [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-3]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-0]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-3]: :{"created":"@1708483008.389856250","description":"Error received from peer ipv6:[::1]:24481","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Collective ops is aborted by: Error reported from /job:worker/task:2: in user code:\n\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn *\n return call_for_each_replica(strategy, fn.python_function, args, kwargs)\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step *\n raise errors_impl.ResourceExhaustedError(\n\n ResourceExhaustedError: Running out of resources\n\nThe error could be from a previous operation. Restart your program to reset.","grpc_status":8} [worker-0]: [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-0]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-3]: [[{{node CollectiveReduceV2}}]] [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-3]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-3]: [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-0]: [worker-3]: E0000 00:00:1708483008.395890 1211876 coordination_service_agent.cc:749] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-0]: File "", line 1, in [worker-3]: [worker-0]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-0]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-3]: ResourceExhaustedError: Running out of resources [worker-0]: [worker-3]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-3]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-0]: [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-3]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-0]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-3]: [worker-0]: [worker-3]: File "", line 1, in [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-3]: [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-0]: [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-0]: [worker-3]: [worker-0]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-0]: [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-3]: [worker-0]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-0]: ResourceExhaustedError: Running out of resources [worker-3]: [worker-0]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-0]: The error could be from a previous operation. Restart your program to reset. [worker-3]: [worker-0]: [[{{node CollectiveReduceV2}}]] [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-0]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-3]: [worker-0]: [Op:__inference_train_step_40] [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-0]: I0221 02:36:48.382565 281473466202784 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-3]: [worker-0]: [worker-3]: Collective ops is aborted by: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-0]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-0]: File "", line 1, in [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-3]: [worker-0]: [worker-3]: ResourceExhaustedError: Running out of resources [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-3]: [worker-2]: E0000 00:00:1708483008.422065 1212200 coordination_service_agent.cc:450] Encountered another error when reporting error to coordination service: UNAVAILABLE: Socket closed [worker-0]: [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-2]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.CoordinationService/ReportErrorToService: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-3]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-2]: :{"created":"@1708483008.421824707","description":"Error received from peer ipv6:[::1]:24481","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Socket closed","grpc_status":14} [worker-0]: [worker-3]: :{"created":"@1708483008.389856250","description":"Error received from peer ipv6:[::1]:24481","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Collective ops is aborted by: Error reported from /job:worker/task:2: in user code:\n\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn *\n return call_for_each_replica(strategy, fn.python_function, args, kwargs)\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step *\n raise errors_impl.ResourceExhaustedError(\n\n ResourceExhaustedError: Running out of resources\n\nThe error could be from a previous operation. Restart your program to reset.","grpc_status":8} [worker-2]: This is usually caused by an earlier error during execution. Check the logs (this task or the leader) for an earlier error to debug further. [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-2]: Exception in thread PeerTerminationWatcher-2: [worker-0]: [worker-3]: [[{{node CollectiveReduceV2}}]] [worker-2]: Traceback (most recent call last): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-3]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/threading.py", line 980, in _bootstrap_inner [worker-3]: [Op:__inference_train_step_38] [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: I0221 02:36:48.411086 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:48.396530 281473466202784 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-2]: self.run() [worker-0]: [worker-1]: Exception in thread PeerTerminationWatcher-1: [worker-3]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/threading.py", line 917, in run [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: Traceback (most recent call last): [worker-3]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-0]: [worker-2]: self._target(*self._args, **self._kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/threading.py", line 980, in _bootstrap_inner [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 1229, in _watch_step_to_save_key [worker-1]: self.run() [worker-2]: step_value = context.context().get_config_key_value(_INITIAL_RUN_COUNT_KEY) [worker-3]: [worker-0]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/threading.py", line 917, in run [worker-3]: File "", line 1, in [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 819, in get_config_key_value [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: self._target(*self._args, **self._kwargs) [worker-3]: [worker-2]: pywrap_tfe.TFE_GetConfigKeyValue(self._context_handle, key, [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 1229, in _watch_step_to_save_key [worker-2]: tensorflow.python.framework.errors_impl.UnavailableError: Socket closed [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-0]: [worker-1]: step_value = context.context().get_config_key_value(_INITIAL_RUN_COUNT_KEY) [worker-2]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.CoordinationService/GetKeyValue: [worker-0]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 819, in get_config_key_value [worker-2]: :{"created":"@1708483008.421799704","description":"Error received from peer ipv6:[::1]:24481","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Socket closed","grpc_status":14} [worker-1]: pywrap_tfe.TFE_GetConfigKeyValue(self._context_handle, key, [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-1]: tensorflow.python.framework.errors_impl.UnavailableError: Socket closed [worker-3]: [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.CoordinationService/GetKeyValue: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: [worker-1]: :{"created":"@1708483008.421685102","description":"Error received from peer ipv6:[::1]:24481","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Socket closed","grpc_status":14} [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-0]: [worker-3]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-0]: [worker-3]: [worker-0]: The error could be from a previous operation. Restart your program to reset. [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-0]: [[{{node CollectiveReduceV2}}]] [worker-0]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-0]: [Op:__inference_train_step_40] [worker-3]: [worker-0]: INFO:tensorflow:Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-0]: I0221 02:36:48.383043 281473466202784 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-3]: [worker-3]: Collective ops is aborted by: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-3]: [worker-3]: ResourceExhaustedError: Running out of resources [worker-3]: [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-3]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-3]: :{"created":"@1708483008.389856250","description":"Error received from peer ipv6:[::1]:24481","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Collective ops is aborted by: Error reported from /job:worker/task:2: in user code:\n\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn *\n return call_for_each_replica(strategy, fn.python_function, args, kwargs)\n File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step *\n raise errors_impl.ResourceExhaustedError(\n\n ResourceExhaustedError: Running out of resources\n\nThe error could be from a previous operation. Restart your program to reset.","grpc_status":8} [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-3]: [[{{node CollectiveReduceV2}}]] [worker-3]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-3]: [Op:__inference_train_step_38] [worker-3]: INFO:tensorflow:Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-3]: I0221 02:36:48.397111 281473466202784 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-1]: 2024-02-21 02:36:48.475320: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort UNAVAILABLE: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-1]: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: 2024-02-21 02:36:48.475423: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: UNAVAILABLE: Collective ops is aborted by: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-1]: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-1]: INFO:tensorflow:Propagating error to cluster: UnavailableError(): Graph execution error: [worker-1]: [worker-1]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-1]: [worker-1]: File "", line 1, in [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: [worker-1]: Collective ops is aborted by: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-1]: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [Op:__inference_train_step_38] [worker-1]: I0221 02:36:48.480374 281473466202784 failure_handling.py:918] Propagating error to cluster: UnavailableError(): Graph execution error: [worker-1]: [worker-1]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-1]: [worker-1]: File "", line 1, in [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: [worker-1]: Collective ops is aborted by: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-1]: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [Op:__inference_train_step_38] [worker-1]: E0000 00:00:1708483008.480785 1210782 coordination_service_agent.cc:749] Coordination agent is set to ERROR: UNAVAILABLE: Graph execution error: [worker-1]: [worker-1]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-1]: [worker-1]: File "", line 1, in [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: [worker-1]: Collective ops is aborted by: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-1]: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [Op:__inference_train_step_38] [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x01'] [worker-1]: I0000 00:00:1708483008.480843 1210782 coordination_service_agent.cc:438] Reporting error to coordination service: UNAVAILABLE: Graph execution error: [worker-1]: [worker-1]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-1]: [worker-1]: File "", line 1, in [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: [worker-1]: Collective ops is aborted by: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-1]: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [Op:__inference_train_step_38] [worker-1]: E0000 00:00:1708483009.474966 1212727 coordination_service_agent.cc:450] Encountered another error when reporting error to coordination service: UNAVAILABLE: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.CoordinationService/ReportErrorToService: [worker-1]: :{"created":"@1708483009.474888399","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483009.474884249","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: This is usually caused by an earlier error during execution. Check the logs (this task or the leader) for an earlier error to debug further. [worker-1]: Process _Process-3: [worker-1]: Traceback (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-1]: self.run() [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 755, in _run_with_setenv [worker-1]: return self._actual_run() [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in _run_with_absl [worker-1]: app.run(lambda _: self._run_impl()) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/absl_py/absl/app.py", line 312, in run [worker-1]: _run_main(main, args) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/absl_py/absl/app.py", line 258, in _run_main [worker-1]: sys.exit(main(argv)) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in [worker-1]: app.run(lambda _: self._run_impl()) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-1]: self._target(*self._args, **self._kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 866, in __call__ [worker-1]: six.reraise(*info.exc_info) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/pypi_six/site-packages/six.py", line 719, in reraise [worker-1]: raise value [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1063, in _run_contained [worker-1]: return_value = fn(*args, **kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: self.worker_fn( [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: preemption_handler.run(distributed_train_step, epoch, step) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 893, in run [worker-1]: return self._run_for_multi_worker_mirrored( [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 909, in _run_for_multi_worker_mirrored [worker-1]: result = distributed_train_function(*args, **kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: strategy.run(train_step) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/distribute_lib.py", line 1673, in run [worker-1]: return self._extended.call_for_each_replica(fn, args=args, kwargs=kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/distribute_lib.py", line 3263, in call_for_each_replica [worker-1]: return self._call_for_each_replica(fn, args, kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_strategy.py", line 700, in _call_for_each_replica [worker-1]: return mirrored_run.call_for_each_replica( [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 84, in call_for_each_replica [worker-1]: return wrapped(*args, **kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/util/traceback_utils.py", line 141, in error_handler [worker-1]: return fn(*args, **kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 833, in __call__ [worker-1]: result = self._call(*args, **kwds) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 919, in _call [worker-1]: return self._concrete_variable_creation_fn._call_flat( # pylint: disable=protected-access [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/concrete_function.py", line 1322, in _call_flat [worker-1]: return self._inference_function.call_preflattened(args) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/atomic_function.py", line 216, in call_preflattened [worker-1]: flat_outputs = self.call_flat(*args) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/atomic_function.py", line 251, in call_flat [worker-1]: outputs = self._bound_context.call_function( [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 1500, in call_function [worker-1]: outputs = execute.execute( [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/execute.py", line 53, in quick_execute [worker-1]: tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name, [worker-1]: tensorflow.python.framework.errors_impl.UnavailableError: Graph execution error: [worker-1]: [worker-1]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-1]: [worker-1]: File "", line 1, in [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: [worker-1]: Collective ops is aborted by: failed to connect to all addresses [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: [worker-1]: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [Op:__inference_train_step_38] I0221 02:36:50.594182 281472991787680 multi_process_runner.py:646] worker-0 exit code: 0 I0221 02:36:50.594559 281472991787680 multi_process_runner.py:646] worker-1 exit code: 1 I0221 02:36:50.594743 281472991787680 multi_process_runner.py:646] worker-2 exit code: 0 I0221 02:36:50.594909 281472991787680 multi_process_runner.py:646] worker-3 exit code: 0 INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_error_propagation): 8.58s I0221 02:36:50.877942 281472991787680 test_util.py:2620] time(__main__.PreemptionCheckpointTest.test_error_propagation): 8.58s [ FAILED ] PreemptionCheckpointTest.test_error_propagation [ RUN ] PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice INFO:tensorflow:Start watcher for local signal. I0221 02:36:51.096582 281472991787680 failure_handling.py:674] Start watcher for local signal. INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. I0221 02:36:51.097120 281472991787680 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. Instructions for updating: Track steps using a tf.Variable saved in checkpoint instead. W0221 02:36:51.097477 281472991787680 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. Instructions for updating: Track steps using a tf.Variable saved in checkpoint instead. INFO:tensorflow:Start training at 0 I0221 02:36:51.097706 281472991787680 failure_handler_test.py:197] Start training at 0 WARNING:tensorflow:5 out of the last 5 calls to .distributed_train_step..train_step at 0xffff84cb79d0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W0221 02:36:51.320149 281472991787680 polymorphic_function.py:157] 5 out of the last 5 calls to .distributed_train_step..train_step at 0xffff84cb79d0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. WARNING:tensorflow:6 out of the last 6 calls to .distributed_train_step..train_step at 0xffff84cb79d0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W0221 02:36:51.335413 281472991787680 polymorphic_function.py:157] 6 out of the last 6 calls to .distributed_train_step..train_step at 0xffff84cb79d0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. INFO:tensorflow:epoch 0 finished I0221 02:36:51.498962 281472991787680 failure_handler_test.py:195] epoch 0 finished INFO:tensorflow:epoch 1 finished I0221 02:36:51.754792 281472991787680 failure_handler_test.py:195] epoch 1 finished INFO:tensorflow:epoch 2 finished I0221 02:36:52.119859 281472991787680 failure_handler_test.py:195] epoch 2 finished INFO:tensorflow:epoch 3 finished I0221 02:36:52.580641 281472991787680 failure_handler_test.py:195] epoch 3 finished INFO:tensorflow:epoch 4 finished I0221 02:36:52.835131 281472991787680 failure_handler_test.py:195] epoch 4 finished INFO:tensorflow:epoch 5 finished I0221 02:36:53.076026 281472991787680 failure_handler_test.py:195] epoch 5 finished INFO:tensorflow:epoch 6 finished I0221 02:36:53.351923 281472991787680 failure_handler_test.py:195] epoch 6 finished INFO:tensorflow:epoch 7 finished I0221 02:36:53.590975 281472991787680 failure_handler_test.py:195] epoch 7 finished INFO:tensorflow:Training finished. I0221 02:36:53.591789 281472991787680 failure_handler_test.py:245] Training finished. INFO:tensorflow:sending sigterm I0221 02:36:53.977364 281472337441248 failure_handler_test.py:467] sending sigterm INFO:tensorflow:Member single_worker has received termination notice. I0221 02:36:53.977923 281472991787680 failure_handling.py:701] Member single_worker has received termination notice. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice): 3.09s I0221 02:36:53.978556 281472991787680 test_util.py:2620] time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice): 3.09s [ OK ] PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 24429 I0221 02:36:53.982948 281472991787680 test_util.py:3999] Using local port 24429 INFO:tensorflow:Using local port 24428 I0221 02:36:53.984906 281472991787680 test_util.py:3999] Using local port 24428 INFO:tensorflow:Using local port 24427 I0221 02:36:53.987065 281472991787680 test_util.py:3999] Using local port 24427 INFO:tensorflow:Using local port 24426 I0221 02:36:53.988984 281472991787680 test_util.py:3999] Using local port 24426 INFO:tensorflow:Cluster starting. I0221 02:36:54.012598 281472991787680 failure_handler_test.py:297] Cluster starting. [worker-0]: I0221 02:36:54.081809 281473466202784 multi_process_runner.py:840] Subprocess with PID 1251210 (worker, 0) is now being started. [worker-0]: I0221 02:36:54.082436 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0221 02:36:54.130482 281473466202784 multi_process_runner.py:840] Subprocess with PID 1251622 (worker, 1) is now being started. [worker-1]: I0221 02:36:54.131094 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0221 02:36:54.162456 281473466202784 multi_process_runner.py:840] Subprocess with PID 1251901 (worker, 2) is now being started. [worker-2]: I0221 02:36:54.163067 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0221 02:36:54.165547 281473466202784 multi_process_runner.py:840] Subprocess with PID 1252258 (worker, 3) is now being started. [worker-3]: I0221 02:36:54.166201 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: 2024-02-21 02:36:54.189785: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24428 [worker-3]: 2024-02-21 02:36:54.208554: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24426 [worker-2]: 2024-02-21 02:36:54.216260: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24427 [worker-0]: 2024-02-21 02:36:54.245560: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24429 [worker-0]: 2024-02-21 02:36:54.251370: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 8620031328395818163 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:36:54.251429: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-1]: I0000 00:00:1708483014.251684 1251622 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:36:54.251442: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:0 [worker-0]: 2024-02-21 02:36:54.265151: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 2991926599647111156 [worker-0]: 2024-02-21 02:36:54.265204: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-0]: 2024-02-21 02:36:54.265216: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1708483014.265695 1251210 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:36:54.342592: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 2433937732061785605 [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:36:54.342649: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:36:54.342660: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-3]: I0000 00:00:1708483014.343035 1252258 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: /job:worker/replica:0/task:2 [worker-0]: 2024-02-21 02:36:54.342693: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 10804307965533673137 [worker-0]: 2024-02-21 02:36:54.342717: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [worker-2]: I0000 00:00:1708483014.342957 1251901 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0221 02:36:54.348007 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I0221 02:36:54.349344 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-3]: I0221 02:36:54.346068 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-1]: I0221 02:36:54.345455 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0221 02:36:54.438284 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: INFO:tensorflow:Check health not enabled. [worker-2]: I0221 02:36:54.438977 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0221 02:36:54.439248 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0221 02:36:54.488970 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-3]: I0221 02:36:54.489492 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0221 02:36:54.489739 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0221 02:36:54.527657 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I0221 02:36:54.528253 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0221 02:36:54.528510 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I0221 02:36:54.530323 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: INFO:tensorflow:Check health not enabled. [worker-1]: I0221 02:36:54.530942 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0221 02:36:54.531199 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0221 02:36:54.659113 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I0221 02:36:54.659909 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0221 02:36:54.660167 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0221 02:36:54.660839 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: Instructions for updating: [worker-2]: I0221 02:36:54.660988 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0221 02:36:54.661640 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-0]: W0221 02:36:54.660524 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: Instructions for updating: [worker-1]: I0221 02:36:54.661884 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: I0221 02:36:54.661958 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: Instructions for updating: [worker-0]: INFO:tensorflow:Start training at 0 [worker-2]: I0221 02:36:54.662248 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: I0221 02:36:54.660731 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: W0221 02:36:54.662251 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-1]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W0221 02:36:54.662641 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Instructions for updating: [worker-1]: INFO:tensorflow:Start training at 0 [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: I0221 02:36:54.662457 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Start training at 0 [worker-2]: I0221 02:36:54.662854 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0221 02:36:54.676262 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0221 02:36:54.677782 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0221 02:36:54.678061 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0221 02:36:54.678388 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:Start training at 0 [worker-3]: I0221 02:36:54.678592 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:54.878752 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:54.893545 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:54.921261 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.013623 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.084562 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.089508 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.087015 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.100531 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.173972 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.188706 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.186377 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.221231 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.295648 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.305734 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.294841 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.311473 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.464341 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.476882 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.477934 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.507258 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f05550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:36:55.639123 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f05550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f07550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f09550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: W0221 02:36:55.638765 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f07550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: W0221 02:36:55.639199 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f09550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.651365 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f05550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:36:55.652023 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f05550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.652890 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.664327 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.653456 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f174c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f184c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f1a4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f154c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: W0221 02:36:55.733905 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f174c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:36:55.734011 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f184c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:36:55.734289 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f154c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: W0221 02:36:55.734208 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f1a4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.746095 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.745732 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.746524 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.748907 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.833930 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.835074 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.841602 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.837032 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:55.930566 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:55.937382 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:55.938276 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:55.938492 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.007993 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.010094 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.010984 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.010854 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.107528 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.108527 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.108783 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.108948 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.209964 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.211016 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.212474 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.214574 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.301155 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.301718 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.302037 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.302172 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.405179 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.411171 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.412762 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.422383 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.486659 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.486942 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.486937 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.487738 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 0 finished [worker-0]: INFO:tensorflow:epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished [worker-3]: I0221 02:36:56.552660 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-0]: I0221 02:36:56.552697 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-1]: I0221 02:36:56.552883 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-2]: I0221 02:36:56.552972 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.566237 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.565441 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.581650 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.622571 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.703775 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.705585 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.741144 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.744405 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:56.868961 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:56.877672 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:56.889568 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:56.904618 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:36:57.038618 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:57.038714 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:57.038288 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:57.047367 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:57.124160 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:57.131169 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:57.130245 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:sending sigterm I0221 02:36:57.143156 281472991787680 failure_handler_test.py:302] sending sigterm INFO:tensorflow:sigterm sent I0221 02:36:57.143587 281472991787680 failure_handler_test.py:306] sigterm sent [worker-2]: INFO:tensorflow:Member 2 has received termination notice. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:57.144534 281473466202784 failure_handling.py:710] Member 2 has received termination notice. [worker-3]: I0221 02:36:57.131721 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Termination caught in main thread on preempted worker [worker-2]: I0221 02:36:57.195084 281473466202784 failure_handling.py:1159] Termination caught in main thread on preempted worker [worker-2]: INFO:tensorflow:RUN_TO_CHECKPOINT set to 21 [worker-2]: I0221 02:36:57.197012 281473466202784 failure_handling.py:1168] RUN_TO_CHECKPOINT set to 21 [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-1]: I0221 02:36:57.197482 281447579382240 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: I0221 02:36:57.198068 281447638036960 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 0 received [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:36:57.200440 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:57.199900 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 0 received [worker-3]: I0221 02:36:57.200841 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 1 received [worker-2]: I0221 02:36:57.200712 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 1 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 2 received [worker-2]: I0221 02:36:57.201271 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 2 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 3 received [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-2]: I0221 02:36:57.206352 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 3 received [worker-3]: I0221 02:36:57.206417 281448242016736 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-0]: I0221 02:36:57.200641 281447722054112 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:36:57.217876 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:36:57.230848 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: I0221 02:36:57.306304 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I0221 02:36:57.308599 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I0221 02:36:57.325495 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I0221 02:36:57.349038 281473466202784 functional_saver.py:439] Sharding callback duration: 19 [worker-3]: I0221 02:36:57.349767 281473466202784 functional_saver.py:439] Sharding callback duration: 22 [worker-0]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/fh_ckpt [worker-0]: I0221 02:36:57.377935 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/fh_ckpt [worker-3]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/workertemp_3/fh_ckpt [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I0221 02:36:57.379133 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/workertemp_3/fh_ckpt [worker-0]: I0221 02:36:57.379444 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: I0221 02:36:57.379664 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I0221 02:36:57.380702 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: I0221 02:36:57.380942 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: I0221 02:36:57.375581 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I0221 02:36:57.517104 281473466202784 functional_saver.py:439] Sharding callback duration: 18 [worker-2]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/workertemp_2/fh_ckpt [worker-2]: I0221 02:36:57.549716 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/workertemp_2/fh_ckpt [worker-2]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-2]: I0221 02:36:57.552086 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: I0221 02:36:57.552317 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I0221 02:36:57.715500 281473466202784 functional_saver.py:439] Sharding callback duration: 25 [worker-1]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/workertemp_1/fh_ckpt [worker-1]: I0221 02:36:57.764955 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpy86uuzg2/workertemp_1/fh_ckpt [worker-1]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-1]: I0221 02:36:57.766664 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I0221 02:36:57.766927 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. INFO:tensorflow:restarting workers I0221 02:36:59.146188 281472991787680 failure_handler_test.py:309] restarting workers [worker-0]: I0221 02:36:59.206123 281473466202784 multi_process_runner.py:840] Subprocess with PID 1291770 (worker, 0) is now being started. [worker-0]: I0221 02:36:59.206596 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-0]: 2024-02-21 02:36:59.239852: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24429 INFO:tensorflow:workers restarted I0221 02:36:59.243772 281472991787680 failure_handler_test.py:313] workers restarted [worker-0]: 2024-02-21 02:36:59.268250: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 11414047104414863869 [worker-0]: 2024-02-21 02:36:59.268310: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-0]: 2024-02-21 02:36:59.268323: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1708483019.268727 1291770 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-2]: I0221 02:36:59.310926 281473466202784 multi_process_runner.py:840] Subprocess with PID 1291796 (worker, 2) is now being started. [worker-1]: I0221 02:36:59.311168 281473466202784 multi_process_runner.py:840] Subprocess with PID 1291775 (worker, 1) is now being started. [worker-3]: I0221 02:36:59.311459 281473466202784 multi_process_runner.py:840] Subprocess with PID 1291876 (worker, 3) is now being started. [worker-2]: I0221 02:36:59.311466 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0221 02:36:59.311944 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: I0221 02:36:59.311623 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24429", "localhost:24428", "localhost:24427", "localhost:24426"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: 2024-02-21 02:36:59.363244: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24427 [worker-0]: 2024-02-21 02:36:59.475223: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 6347037495686401157 [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0000 00:00:1708483019.476329 1291796 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:36:59.475274: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-0]: 2024-02-21 02:36:59.475286: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:1 [worker-3]: 2024-02-21 02:36:59.502495: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24426 [worker-0]: 2024-02-21 02:36:59.505237: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 5611489260149862928 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:36:59.505289: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-3]: I0000 00:00:1708483019.505607 1291876 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:36:59.505300: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-1]: 2024-02-21 02:36:59.581675: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24428 [worker-0]: 2024-02-21 02:36:59.584422: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 7174151303275491718 [worker-0]: 2024-02-21 02:36:59.584468: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-1]: I0000 00:00:1708483019.585831 1291775 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: I0221 02:36:59.588269 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: I0221 02:36:59.596098 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0221 02:36:59.591083 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: I0221 02:36:59.639230 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0221 02:36:59.672569 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I0221 02:36:59.673098 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0221 02:36:59.673340 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0221 02:36:59.678490 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: INFO:tensorflow:Check health not enabled. [worker-2]: I0221 02:36:59.679023 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0221 02:36:59.679278 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I0221 02:36:59.704229 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: INFO:tensorflow:Check health not enabled. [worker-1]: I0221 02:36:59.704756 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0221 02:36:59.705020 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0221 02:36:59.752395 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-3]: I0221 02:36:59.753054 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0221 02:36:59.753323 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24429', 'localhost:24428', 'localhost:24427', 'localhost:24426']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0221 02:36:59.892970 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: I0221 02:36:59.892971 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0221 02:36:59.894119 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-1]: I0221 02:36:59.893700 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0221 02:36:59.894380 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: I0221 02:36:59.893962 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: Instructions for updating: [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: Instructions for updating: [worker-3]: W0221 02:36:59.894698 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: Instructions for updating: [worker-1]: W0221 02:36:59.894287 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: Instructions for updating: [worker-3]: INFO:tensorflow:Start training at 21 [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: I0221 02:36:59.894901 281473466202784 failure_handler_test.py:197] Start training at 21 [worker-1]: INFO:tensorflow:Start training at 21 [worker-3]: INFO:tensorflow:training restarted [worker-1]: I0221 02:36:59.894491 281473466202784 failure_handler_test.py:197] Start training at 21 [worker-3]: I0221 02:36:59.899098 281473466202784 failure_handler_test.py:207] training restarted [worker-1]: INFO:tensorflow:training restarted [worker-1]: I0221 02:36:59.898637 281473466202784 failure_handler_test.py:207] training restarted [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0221 02:36:59.920557 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0221 02:36:59.921289 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-2]: I0221 02:36:59.921345 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0221 02:36:59.922264 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-0]: I0221 02:36:59.921533 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: Instructions for updating: [worker-2]: I0221 02:36:59.922517 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: W0221 02:36:59.921842 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 21 [worker-2]: W0221 02:36:59.922835 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: I0221 02:36:59.922046 281473466202784 failure_handler_test.py:197] Start training at 21 [worker-0]: INFO:tensorflow:training restarted [worker-0]: I0221 02:36:59.930043 281473466202784 failure_handler_test.py:207] training restarted [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: INFO:tensorflow:Start training at 21 [worker-2]: I0221 02:36:59.923038 281473466202784 failure_handler_test.py:197] Start training at 21 [worker-2]: INFO:tensorflow:training restarted [worker-2]: I0221 02:36:59.930124 281473466202784 failure_handler_test.py:207] training restarted [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:00.107621 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:00.109021 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:00.134943 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:00.144566 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:00.365659 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:00.480519 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:00.480602 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:00.484513 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:00.585685 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:00.605138 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:00.615994 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:00.632572 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:00.707231 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:00.715527 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:00.707299 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:00.725328 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:00.791997 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:00.801457 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:00.809705 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:00.811084 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f19550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: W0221 02:37:00.996121 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f19550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f1b550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:37:01.000524 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f1b550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:01.006916 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f18550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:37:01.007108 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f18550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:01.018863 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f18550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: W0221 02:37:01.015307 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f18550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:01.030550 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:01.026600 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f294c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2a4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: W0221 02:37:01.101208 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f294c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:37:01.101661 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2a4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2c4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:37:01.103745 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2c4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f284c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: W0221 02:37:01.106999 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f284c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:01.114124 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:01.117328 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:01.120001 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:01.121777 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:01.307839 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:01.330601 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:01.339648 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:01.358253 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:01.424344 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:01.424517 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:01.425479 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:01.440435 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 1 finished [worker-3]: I0221 02:37:01.497216 281473466202784 failure_handler_test.py:195] epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-1]: I0221 02:37:01.499403 281473466202784 failure_handler_test.py:195] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-2]: I0221 02:37:01.500386 281473466202784 failure_handler_test.py:195] epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-0]: I0221 02:37:01.505717 281473466202784 failure_handler_test.py:195] epoch 1 finished [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:01.511090 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:01.516681 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:01.512850 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:01.530476 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:01.661997 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:01.680661 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:01.690467 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:01.721707 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:01.806649 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:01.825709 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:01.820387 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:01.871275 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, 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= 1 [worker-3]: I0221 02:37:04.268837 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:04.269401 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:04.272282 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:04.334637 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:04.334736 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:04.395735 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:04.401029 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:04.395408 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I0221 02:37:06.767391 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:06.772814 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:06.774528 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 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= 1 [worker-2]: I0221 02:37:08.305856 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:08.306308 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:08.433583 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-0]: I0221 02:37:08.600446 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:08.653204 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective 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CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:09.358554 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:09.358412 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:09.502755 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:09.502782 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:09.510488 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-1]: I0221 02:37:09.818121 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:09.820524 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:09.823486 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02:37:09.917721 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:09.942124 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:09.956115 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:12.401735 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:12.395900 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:12.395784 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:12.396427 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:12.472492 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:12.472591 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:12.472256 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:12.480656 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:12.547494 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:12.550375 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:12.557090 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:12.566817 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 7 finished [worker-0]: INFO:tensorflow:epoch 7 finished [worker-3]: I0221 02:37:12.619642 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-2]: INFO:tensorflow:epoch 7 finished [worker-2]: I0221 02:37:12.620143 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I0221 02:37:12.621697 281473466202784 failure_handler_test.py:245] Training finished. [worker-0]: I0221 02:37:12.619886 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-0]: INFO:tensorflow:Training finished. [worker-0]: I0221 02:37:12.621702 281473466202784 failure_handler_test.py:245] Training finished. [worker-1]: INFO:tensorflow:epoch 7 finished [worker-1]: I0221 02:37:12.628948 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-1]: INFO:tensorflow:Training finished. [worker-1]: I0221 02:37:12.630333 281473466202784 failure_handler_test.py:245] Training finished. [worker-3]: INFO:tensorflow:Training finished. [worker-3]: I0221 02:37:12.655825 281473466202784 failure_handler_test.py:245] Training finished. I0221 02:37:13.215626 281472991787680 multi_process_runner.py:646] worker-0 exit code: 0 I0221 02:37:13.215966 281472991787680 multi_process_runner.py:646] worker-1 exit code: 0 I0221 02:37:13.216144 281472991787680 multi_process_runner.py:646] worker-2 exit code: 0 I0221 02:37:13.216317 281472991787680 multi_process_runner.py:646] worker-3 exit code: 0 I0221 02:37:13.256837 281472991787680 multi_process_runner.py:662] Joining log reading threads. I0221 02:37:13.257250 281472991787680 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker): 19.75s I0221 02:37:13.733410 281472991787680 test_util.py:2620] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker): 19.75s [ OK ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 24384 I0221 02:37:13.737274 281472991787680 test_util.py:3999] Using local port 24384 INFO:tensorflow:Using local port 24383 I0221 02:37:13.739028 281472991787680 test_util.py:3999] Using local port 24383 INFO:tensorflow:Using local port 24382 I0221 02:37:13.740685 281472991787680 test_util.py:3999] Using local port 24382 INFO:tensorflow:Using local port 24381 I0221 02:37:13.742336 281472991787680 test_util.py:3999] Using local port 24381 INFO:tensorflow:Cluster starting. I0221 02:37:14.022375 281472991787680 failure_handler_test.py:297] Cluster starting. [worker-0]: I0221 02:37:14.099797 281473466202784 multi_process_runner.py:840] Subprocess with PID 1389980 (worker, 0) is now being started. [worker-0]: I0221 02:37:14.100310 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-2]: I0221 02:37:14.115669 281473466202784 multi_process_runner.py:840] Subprocess with PID 1390124 (worker, 2) is now being started. [worker-2]: I0221 02:37:14.116183 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-1]: I0221 02:37:14.110696 281473466202784 multi_process_runner.py:840] Subprocess with PID 1389994 (worker, 1) is now being started. [worker-3]: I0221 02:37:14.168729 281473466202784 multi_process_runner.py:840] Subprocess with PID 1390199 (worker, 3) is now being started. [worker-3]: I0221 02:37:14.169257 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: 2024-02-21 02:37:14.169283: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24384 [worker-2]: 2024-02-21 02:37:14.182091: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24382 [worker-1]: I0221 02:37:14.111220 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-0]: 2024-02-21 02:37:14.206927: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 9306047913948566427 [worker-0]: 2024-02-21 02:37:14.206980: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-0]: 2024-02-21 02:37:14.206992: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0000 00:00:1708483034.208539 1390124 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: /job:worker/replica:0/task:1 [worker-0]: 2024-02-21 02:37:14.208186: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 1689608267584268327 [worker-0]: 2024-02-21 02:37:14.208217: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-0]: 2024-02-21 02:37:14.208228: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1708483034.210479 1389980 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-1]: 2024-02-21 02:37:14.263519: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24383 [worker-0]: 2024-02-21 02:37:14.276238: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 6884487712899846215 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:37:14.276286: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-1]: I0000 00:00:1708483034.276501 1389994 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:37:14.276296: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-3]: 2024-02-21 02:37:14.325986: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24381 [worker-0]: 2024-02-21 02:37:14.339031: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 12300712484910885628 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2024-02-21 02:37:14.339081: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [worker-3]: I0000 00:00:1708483034.339264 1390199 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: I0221 02:37:14.341493 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I0221 02:37:14.341682 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: I0221 02:37:14.343981 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0221 02:37:14.341683 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-2]: I0221 02:37:14.403281 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-0]: I0221 02:37:14.403282 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-1]: I0221 02:37:14.403329 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-2]: INFO:tensorflow:Check health not enabled. [worker-0]: INFO:tensorflow:Check health not enabled. [worker-1]: INFO:tensorflow:Check health not enabled. [worker-3]: I0221 02:37:14.403281 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-2]: I0221 02:37:14.403801 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:Check health not enabled. [worker-1]: I0221 02:37:14.403829 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: I0221 02:37:14.403804 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: I0221 02:37:14.403801 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0221 02:37:14.404053 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0221 02:37:14.404071 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0221 02:37:14.404047 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0221 02:37:14.404048 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0221 02:37:14.446576 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0221 02:37:14.447382 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I0221 02:37:14.447356 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I0221 02:37:14.447285 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-1]: I0221 02:37:14.447423 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0221 02:37:14.448536 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-0]: I0221 02:37:14.447544 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: I0221 02:37:14.448010 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-1]: I0221 02:37:14.448874 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0221 02:37:14.448275 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: Instructions for updating: [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: I0221 02:37:14.448793 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: I0221 02:37:14.449163 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: Instructions for updating: [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: W0221 02:37:14.447870 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Instructions for updating: [worker-1]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0221 02:37:14.448604 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W0221 02:37:14.449496 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: W0221 02:37:14.449126 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-3]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Instructions for updating: [worker-0]: INFO:tensorflow:Start training at 0 [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 0 [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: I0221 02:37:14.448077 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start training at 0 [worker-1]: I0221 02:37:14.449700 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Start training at 0 [worker-3]: I0221 02:37:14.448807 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-2]: I0221 02:37:14.449328 281473466202784 failure_handler_test.py:197] Start training at 0 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:14.673052 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:14.677647 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:14.679632 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:14.711797 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:14.859976 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:14.857336 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:14.870131 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:14.880830 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:14.945148 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:14.945076 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:14.944853 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:14.960599 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:15.041091 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:15.053162 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:15.050680 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:15.053068 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:15.435788 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:15.445424 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:15.451412 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:15.451232 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f08550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: W0221 02:37:15.680016 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f08550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f04550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:37:15.687510 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f04550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f04550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:37:15.685588 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f04550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:15.697540 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:15.700552 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f04550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: W0221 02:37:15.705304 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f04550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:15.697941 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:15.715874 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f174c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:37:15.786247 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f174c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f194c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:37:15.789737 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f194c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f194c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f1b4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: W0221 02:37:15.791671 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f1b4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: I0221 02:37:15.797051 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: W0221 02:37:15.789647 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f194c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:15.807111 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:15.809135 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:15.813915 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:15.903669 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:15.930632 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:15.920414 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:15.920605 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:16.193192 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:16.220647 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:16.210776 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:16.220545 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:16.361111 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:16.365776 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:16.370458 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:16.402456 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:16.553130 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:16.574753 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:16.590565 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:16.599255 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:16.885016 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:16.890463 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:16.882913 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:16.896585 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:17.024911 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:17.032117 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:17.040356 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:17.081426 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:17.149274 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:17.170748 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:17.203912 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:17.230587 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:17.353380 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:17.371562 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:17.360730 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:17.372847 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished [worker-0]: I0221 02:37:17.486777 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-1]: I0221 02:37:17.486939 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-3]: INFO:tensorflow:epoch 0 finished [worker-3]: I0221 02:37:17.490226 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-2]: I0221 02:37:17.490438 281473466202784 failure_handler_test.py:195] epoch 0 finished [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:17.497954 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:17.501851 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:17.509594 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:17.516886 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:17.594110 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:17.596044 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:17.615759 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:17.630549 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:17.724534 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:17.734143 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:17.734550 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:17.736386 281473466202784 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= 1 [worker-2]: I0221 02:37:19.299806 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:19.301062 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:19.308688 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:20.547421 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:20.551653 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:20.538274 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-1]: I0221 02:37:20.789046 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:20.801810 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:20.789476 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group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:21.637362 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:21.626444 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:21.736293 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:21.739171 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:21.751943 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:21.751961 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:21.844104 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:21.843792 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:21.843868 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:21.865804 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:21.966728 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:21.975986 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:21.976589 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:22.007004 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:sending sigterm I0221 02:37:22.109169 281472991787680 failure_handler_test.py:302] sending sigterm INFO:tensorflow:sigterm sent I0221 02:37:22.109653 281472991787680 failure_handler_test.py:306] sigterm sent [worker-2]: INFO:tensorflow:Member 2 has received termination notice. [worker-2]: I0221 02:37:22.120250 281473466202784 failure_handling.py:710] Member 2 has received termination notice. [worker-2]: INFO:tensorflow:Termination caught in main thread on preempted worker [worker-2]: I0221 02:37:22.120947 281473466202784 failure_handling.py:1159] Termination caught in main thread on preempted worker [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:22.124630 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:22.115433 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:RUN_TO_CHECKPOINT set to 52 [worker-2]: I0221 02:37:22.129488 281473466202784 failure_handling.py:1168] RUN_TO_CHECKPOINT set to 52 [worker-1]: I0221 02:37:22.129957 281447570928096 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-3]: I0221 02:37:22.131585 281448309125600 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: I0221 02:37:22.136183 281447570928096 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 0 received [worker-2]: I0221 02:37:22.146790 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 0 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 1 received [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-0]: I0221 02:37:22.167628 281447520727520 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-2]: I0221 02:37:22.165596 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 1 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 2 received [worker-2]: I0221 02:37:22.186787 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 2 received [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:22.191675 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 3 received [worker-2]: I0221 02:37:22.188345 281473466202784 failure_handling.py:1177] Sigterm acknowledgement from replica 3 received [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:22.199947 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I0221 02:37:22.335896 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: I0221 02:37:22.328494 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: I0221 02:37:22.347417 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I0221 02:37:22.377440 281473466202784 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: I0221 02:37:22.389386 281473466202784 functional_saver.py:439] Sharding callback duration: 20 [worker-0]: I0221 02:37:22.378188 281473466202784 functional_saver.py:439] Sharding callback duration: 18 [worker-1]: I0221 02:37:22.392217 281473466202784 functional_saver.py:439] Sharding callback duration: 18 [worker-3]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/workertemp_3/fh_ckpt [worker-3]: I0221 02:37:22.412792 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/workertemp_3/fh_ckpt [worker-1]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/workertemp_1/fh_ckpt [worker-1]: I0221 02:37:22.413421 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/workertemp_1/fh_ckpt [worker-0]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/fh_ckpt [worker-0]: I0221 02:37:22.429608 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/fh_ckpt [worker-2]: I0221 02:37:22.418033 281473466202784 functional_saver.py:439] Sharding callback duration: 18 [worker-1]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-1]: I0221 02:37:22.445280 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I0221 02:37:22.445597 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I0221 02:37:22.439318 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/workertemp_2/fh_ckpt [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-2]: I0221 02:37:22.457679 281473466202784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90ccl9mmsg/tmpac0rfrp4/workertemp_2/fh_ckpt [worker-0]: I0221 02:37:22.455289 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-0]: I0221 02:37:22.455689 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: I0221 02:37:22.471093 281473466202784 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: I0221 02:37:22.471495 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: I0221 02:37:22.439722 281473466202784 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. INFO:tensorflow:restarting workers I0221 02:37:24.115093 281472991787680 failure_handler_test.py:309] restarting workers [worker-0]: I0221 02:37:24.219116 281473466202784 multi_process_runner.py:840] Subprocess with PID 1454606 (worker, 0) is now being started. [worker-0]: I0221 02:37:24.219619 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' INFO:tensorflow:workers restarted I0221 02:37:24.262344 281472991787680 failure_handler_test.py:313] workers restarted [worker-0]: 2024-02-21 02:37:24.291397: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24384 [worker-0]: 2024-02-21 02:37:24.313902: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 14804218744590934567 [worker-0]: 2024-02-21 02:37:24.313956: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-0]: 2024-02-21 02:37:24.313968: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1708483044.325039 1454606 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-1]: I0221 02:37:24.380229 281473466202784 multi_process_runner.py:840] Subprocess with PID 1454865 (worker, 1) is now being started. [worker-1]: I0221 02:37:24.380735 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0221 02:37:24.399922 281473466202784 multi_process_runner.py:840] Subprocess with PID 1455018 (worker, 2) is now being started. [worker-2]: I0221 02:37:24.400415 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0221 02:37:24.417660 281473466202784 multi_process_runner.py:840] Subprocess with PID 1455674 (worker, 3) is now being started. [worker-3]: I0221 02:37:24.418177 281473466202784 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24384", "localhost:24383", "localhost:24382", "localhost:24381"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: 2024-02-21 02:37:24.508414: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24383 [worker-0]: 2024-02-21 02:37:24.521032: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 10549789342637495060 [worker-0]: 2024-02-21 02:37:24.521081: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-0]: 2024-02-21 02:37:24.521093: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-1]: I0000 00:00:1708483044.545441 1454865 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-0]: 2024-02-21 02:37:24.651971: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 11405840201455668097 [worker-0]: 2024-02-21 02:37:24.652014: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-0]: 2024-02-21 02:37:24.652025: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-3]: 2024-02-21 02:37:24.645625: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24381 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-3]: I0000 00:00:1708483044.652877 1455674 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-2]: 2024-02-21 02:37:24.705764: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24382 [worker-0]: 2024-02-21 02:37:24.709004: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 6150415782382927050 [worker-0]: 2024-02-21 02:37:24.709046: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: I0221 02:37:24.726646 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: I0221 02:37:24.713940 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0000 00:00:1708483044.710206 1455018 coordination_service_agent.cc:303] Coordination agent has successfully connected. [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I0221 02:37:24.750318 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0221 02:37:24.743168 281473466202784 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0221 02:37:24.818346 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: INFO:tensorflow:Check health not enabled. [worker-2]: I0221 02:37:24.818871 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0221 02:37:24.819113 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0221 02:37:24.839791 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-3]: I0221 02:37:24.841292 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0221 02:37:24.842159 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I0221 02:37:24.859975 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: INFO:tensorflow:Check health not enabled. [worker-1]: I0221 02:37:24.861021 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: I0221 02:37:24.857307 281473466202784 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I0221 02:37:24.859366 281473466202784 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0221 02:37:24.859615 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0221 02:37:24.861275 281473466202784 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24384', 'localhost:24383', 'localhost:24382', 'localhost:24381']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0221 02:37:25.141491 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0221 02:37:25.148678 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I0221 02:37:25.134303 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I0221 02:37:25.147571 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0221 02:37:25.147896 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: W0221 02:37:25.148227 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 52 [worker-0]: I0221 02:37:25.148429 281473466202784 failure_handler_test.py:197] Start training at 52 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0221 02:37:25.158653 281473466202784 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0221 02:37:25.160040 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0221 02:37:25.160369 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W0221 02:37:25.160697 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: INFO:tensorflow:Start training at 52 [worker-2]: I0221 02:37:25.160901 281473466202784 failure_handler_test.py:197] Start training at 52 [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0221 02:37:25.165310 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0221 02:37:25.165633 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W0221 02:37:25.165963 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 52 [worker-1]: I0221 02:37:25.166167 281473466202784 failure_handler_test.py:197] Start training at 52 [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0221 02:37:25.186981 281473466202784 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0221 02:37:25.187328 281473466202784 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0221 02:37:25.187668 281473466202784 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:Start training at 52 [worker-3]: I0221 02:37:25.187872 281473466202784 failure_handler_test.py:197] Start training at 52 [worker-0]: INFO:tensorflow:training restarted [worker-0]: I0221 02:37:25.213257 281473466202784 failure_handler_test.py:207] training restarted [worker-2]: INFO:tensorflow:training restarted [worker-1]: INFO:tensorflow:training restarted [worker-2]: I0221 02:37:25.238019 281473466202784 failure_handler_test.py:207] training restarted [worker-1]: I0221 02:37:25.304890 281473466202784 failure_handler_test.py:207] training restarted [worker-3]: INFO:tensorflow:training restarted [worker-3]: I0221 02:37:25.325847 281473466202784 failure_handler_test.py:207] training restarted [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:25.627224 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:25.657650 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:25.771758 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:25.995239 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:26.103233 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:26.108403 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:26.108150 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:26.141050 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:26.279828 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:26.300282 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:26.290741 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:26.310656 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:26.436913 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:26.448543 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:26.476758 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:26.471586 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:26.589940 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:26.595755 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:26.611545 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:26.631534 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f18550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: W0221 02:37:26.744066 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f18550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f1c550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f19550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: W0221 02:37:26.756341 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f19550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:37:26.755960 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f1c550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:26.767058 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa0f1e550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:37:26.762204 281473466202784 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa0f1e550> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:26.773645 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:26.770765 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:26.820559 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f264c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2e4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: W0221 02:37:26.924951 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2e4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f284c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: W0221 02:37:26.918783 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f264c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: W0221 02:37:26.925874 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f284c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:26.929401 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:26.935486 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2c4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: W0221 02:37:26.932235 281473466202784 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa0f2c4c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:26.940510 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:26.962692 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:27.051004 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:27.070020 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:27.081361 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:27.074929 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 3 finished [worker-3]: I0221 02:37:27.135855 281473466202784 failure_handler_test.py:195] epoch 3 finished [worker-0]: INFO:tensorflow:epoch 3 finished [worker-1]: INFO:tensorflow:epoch 3 finished [worker-0]: I0221 02:37:27.137133 281473466202784 failure_handler_test.py:195] epoch 3 finished [worker-2]: INFO:tensorflow:epoch 3 finished [worker-2]: I0221 02:37:27.137409 281473466202784 failure_handler_test.py:195] epoch 3 finished [worker-1]: I0221 02:37:27.137329 281473466202784 failure_handler_test.py:195] epoch 3 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:27.146904 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:27.148252 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:27.166540 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:27.171392 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:27.326865 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:27.360390 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:27.433928 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:27.448123 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:27.733011 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:27.745869 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0221 02:37:27.766349 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:27.770524 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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I0221 02:37:29.981275 281473466202784 failure_handler_test.py:195] epoch 4 finished [worker-0]: I0221 02:37:29.979773 281473466202784 failure_handler_test.py:195] epoch 4 finished [worker-3]: I0221 02:37:29.977888 281473466202784 failure_handler_test.py:195] epoch 4 finished [worker-2]: INFO:tensorflow:epoch 4 finished [worker-2]: I0221 02:37:29.982776 281473466202784 failure_handler_test.py:195] epoch 4 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:30.012171 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 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281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:32.562449 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:32.562676 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:32.562874 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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= 1 [worker-3]: I0221 02:37:32.628815 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:32.635823 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:32.728923 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-1]: I0221 02:37:32.822907 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0221 02:37:32.825493 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:32.889900 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0221 02:37:35.701924 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0221 02:37:35.693351 281473466202784 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 7 finished [worker-3]: I0221 02:37:35.817576 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-1]: INFO:tensorflow:epoch 7 finished [worker-2]: INFO:tensorflow:epoch 7 finished [worker-2]: I0221 02:37:35.822282 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-1]: I0221 02:37:35.820642 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I0221 02:37:35.824481 281473466202784 failure_handler_test.py:245] Training finished. [worker-1]: INFO:tensorflow:Training finished. [worker-1]: I0221 02:37:35.830609 281473466202784 failure_handler_test.py:245] Training finished. [worker-3]: INFO:tensorflow:Training finished. [worker-3]: I0221 02:37:35.835917 281473466202784 failure_handler_test.py:245] Training finished. [worker-0]: INFO:tensorflow:epoch 7 finished [worker-0]: I0221 02:37:35.843526 281473466202784 failure_handler_test.py:195] epoch 7 finished [worker-0]: INFO:tensorflow:Training finished. [worker-0]: I0221 02:37:35.845067 281473466202784 failure_handler_test.py:245] Training finished. I0221 02:37:36.255857 281472991787680 multi_process_runner.py:646] worker-0 exit code: 0 I0221 02:37:36.256229 281472991787680 multi_process_runner.py:646] worker-1 exit code: 0 I0221 02:37:36.256417 281472991787680 multi_process_runner.py:646] worker-2 exit code: 0 I0221 02:37:36.256587 281472991787680 multi_process_runner.py:646] worker-3 exit code: 0 I0221 02:37:36.258971 281472991787680 multi_process_runner.py:662] Joining log reading threads. I0221 02:37:36.259277 281472991787680 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker): 22.84s I0221 02:37:36.577902 281472991787680 test_util.py:2620] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker): 22.84s [ OK ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker ====================================================================== ERROR: test_error_propagation (__main__.PreemptionCheckpointTest) PreemptionCheckpointTest.test_error_propagation ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 389, in test_error_propagation mpr.join(timeout=250) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 649, in join self._reraise_if_subprocess_error(process_statuses) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 565, in _reraise_if_subprocess_error six.reraise(*process_status.exc_info) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/pypi_six/site-packages/six.py", line 719, in reraise raise value File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1063, in _run_contained return_value = fn(*args, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error self.worker_fn( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn preemption_handler.run(distributed_train_step, epoch, step) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 893, in run return self._run_for_multi_worker_mirrored( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 909, in _run_for_multi_worker_mirrored result = distributed_train_function(*args, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step strategy.run(train_step) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/distribute_lib.py", line 1673, in run return self._extended.call_for_each_replica(fn, args=args, kwargs=kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/distribute_lib.py", line 3263, in call_for_each_replica return self._call_for_each_replica(fn, args, kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_strategy.py", line 700, in _call_for_each_replica return mirrored_run.call_for_each_replica( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 84, in call_for_each_replica return wrapped(*args, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/util/traceback_utils.py", line 141, in error_handler return fn(*args, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 833, in __call__ result = self._call(*args, **kwds) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 919, in _call return self._concrete_variable_creation_fn._call_flat( # pylint: disable=protected-access File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/concrete_function.py", line 1322, in _call_flat return self._inference_function.call_preflattened(args) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/atomic_function.py", line 216, in call_preflattened flat_outputs = self.call_flat(*args) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/polymorphic_function/atomic_function.py", line 251, in call_flat outputs = self._bound_context.call_function( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 1500, in call_function outputs = execute.execute( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/execute.py", line 53, in quick_execute tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name, tensorflow.python.framework.errors_impl.UnavailableError: Graph execution error: Detected at node CollectiveReduceV2 defined at (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in File "", line 1, in File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 274, in main File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/forkserver.py", line 313, in _serve_one File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/spawn.py", line 129, in _main File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.9/multiprocessing/process.py", line 108, in run File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn Collective ops is aborted by: failed to connect to all addresses Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.WorkerService/CompleteInstance: :{"created":"@1708483008.475213099","description":"Failed to pick subchannel","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/client_channel.cc","file_line":3941,"referenced_errors":[{"created":"@1708483008.475208904","description":"failed to connect to all addresses","file":"external/com_github_grpc_grpc/src/core/ext/filters/client_channel/lb_policy/pick_first/pick_first.cc","file_line":393,"grpc_status":14}]} The error could be from a previous operation. Restart your program to reset. [[{{node CollectiveReduceV2}}]] [Op:__inference_train_step_38] ---------------------------------------------------------------------- Ran 4 tests in 54.286s FAILED (errors=1) ================================================================================ //tensorflow/c:c_api_experimental_test PASSED in 34.4s //tensorflow/c:c_api_function_test PASSED in 23.2s //tensorflow/c:c_api_test_cpu PASSED in 26.9s //tensorflow/c:c_test PASSED in 22.2s //tensorflow/c:env_test_cpu PASSED in 21.5s //tensorflow/c:kernels_test_cpu PASSED in 34.5s //tensorflow/c:ops_test PASSED in 21.2s //tensorflow/c:tf_status_helper_test PASSED in 0.1s //tensorflow/c:while_loop_test PASSED in 22.5s //tensorflow/c/eager:c_api_cluster_test_cpu PASSED in 30.7s //tensorflow/c/eager:c_api_remote_function_test_cpu PASSED in 36.5s //tensorflow/c/eager:c_api_remote_test_cpu PASSED in 32.8s //tensorflow/c/eager:c_api_test_cpu PASSED in 40.6s //tensorflow/c/eager:custom_device_test PASSED in 33.5s //tensorflow/c/eager:dlpack_test_cpu PASSED in 22.1s //tensorflow/c/eager/parallel_device:parallel_device_lib_test PASSED in 31.8s //tensorflow/c/eager/parallel_device:parallel_device_remote_test PASSED in 33.9s //tensorflow/c/eager/parallel_device:parallel_device_test PASSED in 31.9s //tensorflow/c/experimental/filesystem/plugins/gcs:expiring_lru_cache_test PASSED in 0.1s //tensorflow/c/experimental/filesystem/plugins/gcs:ram_file_block_cache_test PASSED in 2.3s //tensorflow/c/experimental/grappler:grappler_test PASSED in 23.4s //tensorflow/c/experimental/next_pluggable_device:tensor_pjrt_buffer_util_test PASSED in 5.8s //tensorflow/c/experimental/ops/gen/common:case_format_test PASSED in 0.5s //tensorflow/c/experimental/ops/gen/cpp:cpp_generator_test PASSED in 0.5s //tensorflow/c/experimental/ops/gen/cpp/renderers:renderer_test PASSED in 0.4s //tensorflow/c/experimental/saved_model/core:constant_loading_test PASSED in 13.3s //tensorflow/c/experimental/saved_model/core:object_graph_traversal_test PASSED in 10.6s //tensorflow/c/experimental/saved_model/core:saved_variable_loading_test PASSED in 15.0s //tensorflow/c/experimental/saved_model/core:signature_flattening_test PASSED in 11.7s //tensorflow/c/experimental/saved_model/core:tf_concrete_function_loading_test PASSED in 11.2s //tensorflow/c/experimental/saved_model/core/ops:restore_ops_test PASSED in 13.6s //tensorflow/c/experimental/saved_model/core/ops:variable_ops_test PASSED in 13.7s //tensorflow/c/experimental/saved_model/internal:saved_model_api_test PASSED in 33.8s //tensorflow/c/experimental/stream_executor:stream_executor_test PASSED in 0.2s //tensorflow/c/kernels:bitcast_op_test PASSED in 0.5s //tensorflow/c/kernels:summary_op_benchmark_test PASSED in 0.5s //tensorflow/c/kernels:summary_op_test PASSED in 0.5s //tensorflow/c/kernels:tensor_shape_utils_test PASSED in 0.1s //tensorflow/cc:cc_op_gen_test PASSED in 0.4s //tensorflow/cc:client_client_session_test PASSED in 2.0s //tensorflow/cc:coordinator_test PASSED in 4.0s //tensorflow/cc:framework_cc_ops_test PASSED in 2.1s //tensorflow/cc:framework_gradient_checker_test PASSED in 2.5s //tensorflow/cc:framework_gradients_test PASSED in 4.2s //tensorflow/cc:framework_scope_test PASSED in 0.4s //tensorflow/cc:framework_while_gradients_test PASSED in 2.4s //tensorflow/cc:gradients_array_grad_test PASSED in 5.2s //tensorflow/cc:gradients_data_flow_grad_test PASSED in 2.4s //tensorflow/cc:gradients_functional_grad_test PASSED in 2.0s //tensorflow/cc:gradients_image_grad_test PASSED in 5.2s //tensorflow/cc:gradients_linalg_grad_test PASSED in 2.3s //tensorflow/cc:gradients_manip_grad_test PASSED in 2.2s //tensorflow/cc:gradients_math_grad_test PASSED in 4.6s //tensorflow/cc:gradients_nn_grad_test PASSED in 4.1s //tensorflow/cc:gradients_resource_variable_grad_test PASSED in 2.1s //tensorflow/cc:ops_const_op_test PASSED in 0.4s //tensorflow/cc:ops_while_loop_test PASSED in 1.9s //tensorflow/cc:queue_runner_test PASSED in 12.1s //tensorflow/cc/experimental/base/tests:tensor_test PASSED in 0.1s //tensorflow/cc/experimental/base/tests:tensorhandle_test PASSED in 26.2s //tensorflow/cc/experimental/libexport:load_test PASSED in 0.1s //tensorflow/cc/experimental/libexport:save_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_module_test PASSED in 32.2s //tensorflow/cc/experimental/libtf:libtf_object_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_perf_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_runtime_test PASSED in 32.3s //tensorflow/cc/experimental/libtf:libtf_transform_test PASSED in 24.4s //tensorflow/cc/experimental/libtf:libtf_value_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_visit_test PASSED in 0.2s //tensorflow/cc/experimental/libtf/impl:iostream_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:none_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:scalars_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:string_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:tensor_spec_test PASSED in 0.1s //tensorflow/cc/saved_model:bundle_v2_test PASSED in 0.1s //tensorflow/cc/saved_model:fingerprinting_chunked_test PASSED in 0.2s //tensorflow/cc/saved_model:fingerprinting_test PASSED in 0.9s //tensorflow/cc/saved_model:fingerprinting_utils_test PASSED in 0.2s //tensorflow/cc/saved_model:metrics_test PASSED in 0.2s //tensorflow/cc/saved_model:reader_test PASSED in 0.1s //tensorflow/cc/saved_model:saved_model_bundle_lite_test PASSED in 5.6s //tensorflow/cc/saved_model:saved_model_bundle_test PASSED in 5.9s //tensorflow/cc/saved_model:util_test PASSED in 0.2s //tensorflow/cc/saved_model/experimental/tests:saved_model_api_test PASSED in 25.9s //tensorflow/cc/tools:freeze_saved_model_test PASSED in 2.2s //tensorflow/compiler/aot:codegen_test PASSED in 28.0s 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//tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:insert_fallback_tensor_copy.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:merge_tf_if_ops.mlir.test PASSED in 1.3s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:optimize_tf_control_flow_side_effect.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:remove_tf_if_const_args.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:reorder_assert.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:side_effects.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:tf_to_corert_pipeline.mlir.test PASSED in 1.4s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:tf_to_corert_pipeline_refvar.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:whileop.mlir.test PASSED in 1.2s //tensorflow/compiler/mlir/tfrt/translate/mlrt:mlir_to_bytecode_test PASSED in 0.2s //tensorflow/compiler/mlir/tools/kernel_gen/tests:buffer_deallocation.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tools/kernel_gen/tests:buffer_reuse.mlir.test PASSED in 1.2s //tensorflow/compiler/mlir/tools/kernel_gen/tests:bufferize.mlir.test PASSED in 1.5s //tensorflow/compiler/mlir/tools/kernel_gen/tests:copy_cleanup.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tools/kernel_gen/tests:embed_tf_framework.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tools/kernel_gen/tests:func_to_jit_invocations.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:invalid.mlir.test PASSED in 1.2s //tensorflow/compiler/mlir/tools/kernel_gen/tests:isinf.mlir.test PASSED in 1.4s //tensorflow/compiler/mlir/tools/kernel_gen/tests:ops.mlir.test PASSED in 1.5s //tensorflow/compiler/mlir/tools/kernel_gen/tests:parallel_loops_to_sequential.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tools/kernel_gen/tests:rewrite_tf_framework_assert.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_abi_knowledge.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_framework_legalize_to_llvm.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_kernel_gpu_launch_to_llvm.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tosa/tests:convert-tfl-uint8.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tosa/tests:convert_metadata.mlir.test PASSED in 1.3s //tensorflow/compiler/mlir/tosa/tests:fuse-bias-tf.mlir.test PASSED in 1.3s //tensorflow/compiler/mlir/tosa/tests:lower-complex-types.mlir.test PASSED in 1.5s //tensorflow/compiler/mlir/tosa/tests:multi_add.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tosa/tests:retain_call_once_funcs.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:strip-quant-types.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tosa/tests:strip_metadata.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tosa/tests:tf-tfl-to-tosa-pipeline.mlir.test PASSED in 1.4s //tensorflow/compiler/mlir/tosa/tests:tf-to-tosa-pipeline.mlir.test PASSED in 2.2s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-dequantize_softmax.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-pipeline-filtered.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-pipeline.mlir.test PASSED in 7.9s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-stateful.mlir.test PASSED in 1.3s //tensorflow/compiler/mlir/tosa/tests:verify_fully_converted.mlir.test PASSED in 1.0s //tensorflow/compiler/tests:adadelta_test_cpu PASSED in 14.8s //tensorflow/compiler/tests:adagrad_da_test_cpu PASSED in 12.0s //tensorflow/compiler/tests:adagrad_test_cpu PASSED in 11.9s //tensorflow/compiler/tests:adam_test_cpu PASSED in 16.8s //tensorflow/compiler/tests:add_n_test_cpu PASSED in 10.2s //tensorflow/compiler/tests:argminmax_test_cpu PASSED in 18.8s //tensorflow/compiler/tests:argminmax_test_cpu_mlir_bridge_test PASSED in 22.4s //tensorflow/compiler/tests:async_comp_test_cpu PASSED in 11.8s //tensorflow/compiler/tests:bincount_op_test_cpu PASSED in 10.4s //tensorflow/compiler/tests:bucketize_op_test_cpu PASSED in 13.1s //tensorflow/compiler/tests:bucketize_op_test_cpu_mlir_bridge_test PASSED in 13.4s //tensorflow/compiler/tests:case_test_cpu PASSED in 13.4s //tensorflow/compiler/tests:cast_ops_test_cpu PASSED in 12.9s //tensorflow/compiler/tests:cast_ops_test_cpu_mlir_bridge_test PASSED in 13.3s //tensorflow/compiler/tests:categorical_op_test_cpu PASSED in 16.0s //tensorflow/compiler/tests:categorical_op_test_cpu_mlir_bridge_test PASSED in 16.9s //tensorflow/compiler/tests:cholesky_op_test_cpu PASSED in 22.2s //tensorflow/compiler/tests:cholesky_op_test_cpu_mlir_bridge_test PASSED in 22.2s //tensorflow/compiler/tests:clustering_test_cpu PASSED in 12.2s //tensorflow/compiler/tests:clustering_test_cpu_mlir_bridge_test PASSED in 11.9s //tensorflow/compiler/tests:concat_ops_test_cpu PASSED in 15.5s //tensorflow/compiler/tests:concat_ops_test_cpu_mlir_bridge_test PASSED in 15.1s //tensorflow/compiler/tests:cond_test_cpu PASSED in 14.8s //tensorflow/compiler/tests:const_arg_test_cpu PASSED in 14.3s //tensorflow/compiler/tests:const_test_cpu PASSED in 12.5s //tensorflow/compiler/tests:data_format_ops_test_cpu PASSED in 19.8s //tensorflow/compiler/tests:data_format_ops_test_cpu_mlir_bridge_test PASSED in 21.2s //tensorflow/compiler/tests:dense_layer_test_cpu PASSED in 21.6s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu PASSED in 15.7s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu_mlir_bridge_test PASSED in 17.6s //tensorflow/compiler/tests:dynamic_stitch_test_cpu PASSED in 12.5s //tensorflow/compiler/tests:dynamic_stitch_test_cpu_mlir_bridge_test PASSED in 12.5s //tensorflow/compiler/tests:eager_test_cpu PASSED in 19.2s //tensorflow/compiler/tests:einsum_op_test_cpu PASSED in 12.7s //tensorflow/compiler/tests:einsum_op_test_cpu_mlir_bridge_test PASSED in 12.7s //tensorflow/compiler/tests:ensure_shape_op_test_cpu PASSED in 11.4s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu PASSED in 15.5s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu_mlir_bridge_test PASSED in 12.3s //tensorflow/compiler/tests:fake_quant_ops_test_cpu PASSED in 23.5s //tensorflow/compiler/tests:fake_quant_ops_test_cpu_mlir_bridge_test PASSED in 25.0s //tensorflow/compiler/tests:fifo_queue_test_cpu PASSED in 12.6s //tensorflow/compiler/tests:fifo_queue_test_cpu_mlir_bridge_test PASSED in 12.5s //tensorflow/compiler/tests:ftrl_ops_test_cpu PASSED in 13.9s //tensorflow/compiler/tests:ftrl_ops_test_cpu_mlir_bridge_test PASSED in 14.0s //tensorflow/compiler/tests:function_test_cpu PASSED in 11.5s //tensorflow/compiler/tests:function_test_cpu_mlir_bridge_test PASSED in 12.6s //tensorflow/compiler/tests:gather_nd_op_test_cpu PASSED in 14.2s //tensorflow/compiler/tests:gather_nd_op_test_cpu_mlir_bridge_test PASSED in 13.4s //tensorflow/compiler/tests:gather_test_cpu PASSED in 78.1s //tensorflow/compiler/tests:gather_test_cpu_mlir_bridge_test PASSED in 97.8s //tensorflow/compiler/tests:image_ops_jit_compile_test_cpu PASSED in 14.3s //tensorflow/compiler/tests:jit_test_cpu PASSED in 55.2s //tensorflow/compiler/tests:listdiff_op_test_cpu PASSED in 21.1s //tensorflow/compiler/tests:listdiff_op_test_cpu_mlir_bridge_test PASSED in 23.4s //tensorflow/compiler/tests:lrn_ops_test_cpu PASSED in 10.9s //tensorflow/compiler/tests:lrn_ops_test_cpu_mlir_bridge_test PASSED in 11.1s //tensorflow/compiler/tests:lstm_test_cpu PASSED in 31.0s //tensorflow/compiler/tests:manip_ops_test_cpu PASSED in 16.3s //tensorflow/compiler/tests:manip_ops_test_cpu_mlir_bridge_test PASSED in 17.0s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu PASSED in 29.6s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu_mlir_bridge_test PASSED in 25.3s //tensorflow/compiler/tests:matrix_solve_op_test_cpu PASSED in 19.4s //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test PASSED in 11.9s //tensorflow/compiler/tests:momentum_test_cpu PASSED in 15.8s //tensorflow/compiler/tests:nary_ops_test_cpu PASSED in 13.4s //tensorflow/compiler/tests:nary_ops_test_cpu_mlir_bridge_test PASSED in 19.1s //tensorflow/compiler/tests:nullary_ops_test_cpu PASSED in 12.8s //tensorflow/compiler/tests:nullary_ops_test_cpu_mlir_bridge_test PASSED in 11.4s //tensorflow/compiler/tests:placeholder_test_cpu PASSED in 10.0s //tensorflow/compiler/tests:placeholder_test_cpu_mlir_bridge_test PASSED in 12.7s //tensorflow/compiler/tests:proximal_adagrad_test_cpu PASSED in 13.7s //tensorflow/compiler/tests:proximal_gradient_descent_test_cpu PASSED in 12.7s //tensorflow/compiler/tests:quantized_ops_test_cpu PASSED in 10.5s //tensorflow/compiler/tests:reduce_window_test_cpu PASSED in 12.1s //tensorflow/compiler/tests:reduce_window_test_cpu_mlir_bridge_test PASSED in 14.0s //tensorflow/compiler/tests:repeat_op_test_cpu PASSED in 13.1s //tensorflow/compiler/tests:repeat_op_test_cpu_mlir_bridge_test PASSED in 12.2s //tensorflow/compiler/tests:reshape_op_test_cpu PASSED in 11.5s //tensorflow/compiler/tests:reshape_op_test_cpu_mlir_bridge_test PASSED in 16.9s //tensorflow/compiler/tests:reverse_ops_test_cpu PASSED in 17.7s //tensorflow/compiler/tests:reverse_ops_test_cpu_mlir_bridge_test PASSED in 16.2s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu PASSED in 11.8s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu_mlir_bridge_test PASSED in 13.5s //tensorflow/compiler/tests:rmsprop_test_cpu PASSED in 16.7s //tensorflow/compiler/tests:scatter_nd_op_test_cpu PASSED in 33.1s //tensorflow/compiler/tests:scatter_nd_op_test_cpu_mlir_bridge_test PASSED in 37.5s //tensorflow/compiler/tests:searchsorted_op_test_cpu PASSED in 14.9s //tensorflow/compiler/tests:searchsorted_op_test_cpu_mlir_bridge_test PASSED in 15.0s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu PASSED in 31.2s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu_mlir_bridge_test PASSED in 45.4s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu PASSED in 23.0s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu_mlir_bridge_test PASSED in 21.0s //tensorflow/compiler/tests:slice_ops_test_cpu PASSED in 29.4s //tensorflow/compiler/tests:slice_ops_test_cpu_mlir_bridge_test PASSED in 35.4s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu PASSED in 14.7s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu_mlir_bridge_test PASSED in 13.1s //tensorflow/compiler/tests:stack_ops_test_cpu PASSED in 11.4s //tensorflow/compiler/tests:tensor_float_32_test_cpu PASSED in 14.8s //tensorflow/compiler/tests:tensor_float_32_test_cpu_mlir_bridge_test PASSED in 16.5s //tensorflow/compiler/tests:tensor_list_ops_test_cpu PASSED in 14.7s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu PASSED in 20.1s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu_mlir_bridge_test PASSED in 25.2s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu PASSED in 17.7s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu_mlir_bridge_test PASSED in 20.9s //tensorflow/compiler/tests:unique_ops_test_cpu PASSED in 11.3s //tensorflow/compiler/tests:variable_ops_test_cpu PASSED in 37.0s //tensorflow/compiler/tests:variable_ops_test_cpu_mlir_bridge_test PASSED in 21.6s //tensorflow/compiler/tests:where_op_test_cpu PASSED in 13.8s //tensorflow/compiler/tests:while_test_cpu PASSED in 15.9s //tensorflow/compiler/tests:xla_call_module_no_platform_check_test_cpu PASSED in 14.3s //tensorflow/compiler/tests:xla_call_module_no_shape_assertions_check_test_cpu PASSED in 17.3s //tensorflow/compiler/tests:xla_call_module_test_cpu PASSED in 19.8s //tensorflow/compiler/tests:xla_custom_call_ops_test_cpu PASSED in 12.4s //tensorflow/compiler/tests:xla_device_gpu_test_cpu PASSED in 11.8s //tensorflow/compiler/tests:xla_device_test_cpu PASSED in 18.5s //tensorflow/compiler/tests:xla_device_test_cpu_mlir_bridge_test PASSED in 21.8s //tensorflow/compiler/tests:xla_dump_to_test_cpu PASSED in 12.2s //tensorflow/compiler/tests:xla_dump_to_test_cpu_mlir_bridge_test PASSED in 12.7s //tensorflow/compiler/tests:xla_ops_test_cpu PASSED in 52.5s //tensorflow/compiler/tests:xla_ops_test_cpu_mlir_bridge_test PASSED in 53.4s //tensorflow/compiler/tests:xla_test_test PASSED in 8.8s //tensorflow/compiler/tf2xla:const_analysis_test PASSED in 4.6s //tensorflow/compiler/tf2xla:cpu_function_runtime_test PASSED in 0.1s //tensorflow/compiler/tf2xla:functionalize_cond_test PASSED in 0.8s //tensorflow/compiler/tf2xla:functionalize_control_flow_test PASSED in 0.8s //tensorflow/compiler/tf2xla:fused_batchnorm_reserve_space_test_cpu PASSED in 19.1s //tensorflow/compiler/tf2xla:graph_compiler_test PASSED in 4.2s //tensorflow/compiler/tf2xla:literal_util_test PASSED in 0.5s //tensorflow/compiler/tf2xla:resource_operation_table_test PASSED in 4.6s //tensorflow/compiler/tf2xla:resource_util_test_cpu PASSED in 1.9s //tensorflow/compiler/tf2xla:sharding_util_test PASSED in 0.7s //tensorflow/compiler/tf2xla:tf2xla_opset_test PASSED in 7.3s //tensorflow/compiler/tf2xla:tf2xla_test PASSED in 16.2s //tensorflow/compiler/tf2xla:tf2xla_util_test PASSED in 1.0s //tensorflow/compiler/tf2xla:type_util_test PASSED in 0.4s //tensorflow/compiler/tf2xla:xla_compiler_test PASSED in 14.6s //tensorflow/compiler/tf2xla:xla_jit_compiled_cpu_function_test PASSED in 13.9s //tensorflow/compiler/tf2xla:xla_op_registry_test PASSED in 4.1s //tensorflow/compiler/tf2xla/kernels:rng_converter_utils_test PASSED in 1.2s //tensorflow/core:@local_tsl__tsl_lib_core_legacy_lib_core_all_tests PASSED in 0.4s //tensorflow/core:__tensorflow_core_lib_core_legacy_lib_core_all_tests PASSED in 9.0s //tensorflow/core:__tensorflow_core_lib_gtl_legacy_lib_gtl_tests PASSED in 0.2s //tensorflow/core:__tensorflow_core_lib_monitoring_cell_reader_test PASSED in 53.3s //tensorflow/core:__tensorflow_core_lib_monitoring_collection_registry_test PASSED in 0.2s //tensorflow/core:__tensorflow_core_lib_monitoring_counter_test PASSED in 0.2s //tensorflow/core:__tensorflow_core_lib_monitoring_gauge_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_metric_def_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_percentile_sampler_test PASSED in 0.2s //tensorflow/core:__tensorflow_core_lib_monitoring_sampler_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_test_utils_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_strings_legacy_low_level_library_tests PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_wav_wav_io_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_util_mkl_util_test_srcs PASSED in 0.2s //tensorflow/core:lib_strings_ordered_code_test PASSED in 1.2s //tensorflow/core:lib_strings_proto_serialization_test PASSED in 0.1s //tensorflow/core/api_def:api_test PASSED in 2.7s //tensorflow/core/api_def:update_api_def_test PASSED in 0.2s //tensorflow/core/common_runtime:all_to_all_test_cpu PASSED in 0.5s //tensorflow/core/common_runtime:arg_ret_placement_test PASSED in 0.5s //tensorflow/core/common_runtime:buf_rendezvous_test PASSED in 0.8s //tensorflow/core/common_runtime:collective_executor_mgr_test PASSED in 0.7s //tensorflow/core/common_runtime:collective_param_resolver_local_test PASSED in 4.8s //tensorflow/core/common_runtime:collective_rma_local_test PASSED in 0.8s //tensorflow/core/common_runtime:colocate_predecessor_trees_pass_test PASSED in 0.8s //tensorflow/core/common_runtime:composite_device_test PASSED in 0.4s //tensorflow/core/common_runtime:cost_measurement_registry_test PASSED in 3.0s //tensorflow/core/common_runtime:cost_util_test PASSED in 0.1s //tensorflow/core/common_runtime:device_mgr_test PASSED in 0.7s //tensorflow/core/common_runtime:device_propagation_test PASSED in 0.4s //tensorflow/core/common_runtime:device_resolver_local_test PASSED in 0.7s //tensorflow/core/common_runtime:device_set_test PASSED in 0.8s //tensorflow/core/common_runtime:direct_session_test_cpu PASSED in 1.7s //tensorflow/core/common_runtime:direct_session_with_debug_test PASSED in 5.0s //tensorflow/core/common_runtime:direct_session_with_tracking_alloc_test PASSED in 1.0s //tensorflow/core/common_runtime:dynamic_device_mgr_test PASSED in 0.8s //tensorflow/core/common_runtime:eval_const_tensor_test PASSED in 0.4s //tensorflow/core/common_runtime:executor_test PASSED in 1.5s //tensorflow/core/common_runtime:function_optimization_registration_test PASSED in 0.7s //tensorflow/core/common_runtime:function_optimization_registry_no_pass_test PASSED in 0.7s //tensorflow/core/common_runtime:function_optimization_registry_pass_failure_test PASSED in 0.7s //tensorflow/core/common_runtime:function_optimization_registry_test PASSED in 0.8s //tensorflow/core/common_runtime:function_threadpool_test PASSED in 0.9s //tensorflow/core/common_runtime:graph_constructor_test PASSED in 2.0s //tensorflow/core/common_runtime:graph_runner_test PASSED in 0.7s //tensorflow/core/common_runtime:hierarchical_tree_broadcaster_test_cpu PASSED in 3.0s //tensorflow/core/common_runtime:inline_function_utils_test PASSED in 0.5s //tensorflow/core/common_runtime:input_colocation_exemption_registry_test PASSED in 0.4s //tensorflow/core/common_runtime:int32_fulltype_test PASSED in 0.5s //tensorflow/core/common_runtime:isolate_placer_inspection_required_ops_pass_test PASSED in 0.8s //tensorflow/core/common_runtime:lower_case_op_test PASSED in 2.1s //tensorflow/core/common_runtime:lower_function_call_test PASSED in 2.1s //tensorflow/core/common_runtime:lower_functional_ops_test PASSED in 2.3s //tensorflow/core/common_runtime:lower_if_op_test PASSED in 2.2s //tensorflow/core/common_runtime:lower_while_op_test PASSED in 2.1s //tensorflow/core/common_runtime:mkl_cpu_allocator_test PASSED in 0.1s //tensorflow/core/common_runtime:mkl_threadpool_device_test PASSED in 0.1s //tensorflow/core/common_runtime:no_op_cost_measurement_test PASSED in 0.1s //tensorflow/core/common_runtime:null_request_cost_accessor_test PASSED in 0.2s //tensorflow/core/common_runtime:optimization_registry_test PASSED in 0.7s //tensorflow/core/common_runtime:optimize_cross_host_control_deps_test PASSED in 5.3s //tensorflow/core/common_runtime:optimize_function_graph_utils_test PASSED in 0.6s //tensorflow/core/common_runtime:partitioning_utils_test PASSED in 0.8s //tensorflow/core/common_runtime:pending_counts_test PASSED in 0.8s //tensorflow/core/common_runtime:permuter_test_cpu PASSED in 2.9s //tensorflow/core/common_runtime:placer_inspection_required_ops_utils_test PASSED in 0.9s //tensorflow/core/common_runtime:placer_test PASSED in 0.8s //tensorflow/core/common_runtime:process_function_library_runtime_test_cpu PASSED in 0.8s //tensorflow/core/common_runtime:process_util_test PASSED in 0.2s //tensorflow/core/common_runtime:quantize_training_test PASSED in 2.1s //tensorflow/core/common_runtime:rendezvous_util_test PASSED in 0.2s //tensorflow/core/common_runtime:replicate_constants_pass_test PASSED in 0.8s //tensorflow/core/common_runtime:replicate_per_replica_nodes_test PASSED in 0.5s //tensorflow/core/common_runtime:request_cost_accessor_registry_test PASSED in 3.3s //tensorflow/core/common_runtime:request_cost_test PASSED in 0.1s //tensorflow/core/common_runtime:ring_gatherer_test_cpu PASSED in 2.5s //tensorflow/core/common_runtime:ring_reducer_test_cpu PASSED in 4.5s //tensorflow/core/common_runtime:scoped_allocator_mgr_test PASSED in 6.7s //tensorflow/core/common_runtime:session_test PASSED in 0.7s //tensorflow/core/common_runtime:shape_refiner_test PASSED in 0.6s //tensorflow/core/common_runtime:single_threaded_executor_test PASSED in 0.7s //tensorflow/core/common_runtime:threadpool_device_test PASSED in 0.7s //tensorflow/core/common_runtime:type_inference_test PASSED in 2.1s //tensorflow/core/common_runtime/eager:attr_builder_test PASSED in 23.5s //tensorflow/core/common_runtime/eager:context_test PASSED in 12.8s //tensorflow/core/common_runtime/eager:custom_device_test PASSED in 9.0s //tensorflow/core/common_runtime/eager:eager_executor_test PASSED in 9.9s //tensorflow/core/common_runtime/eager:eager_op_rewrite_registry_test PASSED in 0.7s //tensorflow/core/common_runtime/eager:eager_operation_test PASSED in 9.9s //tensorflow/core/common_runtime/eager:execute_node_test PASSED in 10.0s //tensorflow/core/common_runtime/eager:execute_test PASSED in 21.4s //tensorflow/core/common_runtime/eager:kernel_and_device_test PASSED in 1.3s //tensorflow/core/common_runtime/eager:mkl_eager_op_rewrite_test PASSED in 11.4s //tensorflow/core/common_runtime/eager:placement_test PASSED in 9.2s //tensorflow/core/common_runtime/eager:placement_utils_test PASSED in 10.4s //tensorflow/core/common_runtime/eager:summary_optimizer_test PASSED in 0.1s //tensorflow/core/common_runtime/eager:tensor_handle_data_test PASSED in 10.2s //tensorflow/core/common_runtime/eager:tensor_handle_test PASSED in 10.2s //tensorflow/core/common_runtime/gpu:gpu_device_on_non_gpu_machine_test PASSED in 0.2s //tensorflow/core/common_runtime/gpu:gpu_serving_device_selector_test PASSED in 0.1s //tensorflow/core/common_runtime/next_pluggable_device:c_plugin_coordination_service_agent_test PASSED in 3.1s //tensorflow/core/common_runtime/next_pluggable_device/c:plugin_c_api_test PASSED in 26.8s //tensorflow/core/common_runtime/next_pluggable_device/c:tf_rendezvous_c_api_test PASSED in 0.2s //tensorflow/core/config:flags_py_test PASSED in 8.4s //tensorflow/core/config:flags_test PASSED in 0.1s //tensorflow/core/data:compression_utils_test PASSED in 1.6s //tensorflow/core/data:dataset_utils_test PASSED in 0.5s //tensorflow/core/data:hash_utils_test PASSED in 0.7s //tensorflow/core/data:metric_utils_test PASSED in 5.7s //tensorflow/core/data:name_utils_test PASSED in 0.1s //tensorflow/core/data:rewrite_utils_test PASSED in 0.5s //tensorflow/core/data:serialization_utils_test PASSED in 0.6s //tensorflow/core/data:snapshot_utils_test PASSED in 0.6s //tensorflow/core/data:split_utils_test PASSED in 0.4s //tensorflow/core/data:standalone_save_restore_test PASSED in 1.6s //tensorflow/core/data:standalone_test PASSED in 4.6s //tensorflow/core/data:tfdataz_metrics_test PASSED in 1.8s //tensorflow/core/data:unbounded_thread_pool_test PASSED in 0.5s //tensorflow/core/data:utils_test PASSED in 0.1s //tensorflow/core/data/service:auto_scaler_test PASSED in 0.2s //tensorflow/core/data/service:byte_size_test PASSED in 0.2s //tensorflow/core/data/service:common_test PASSED in 0.1s //tensorflow/core/data/service:credentials_factory_test PASSED in 0.5s //tensorflow/core/data/service:cross_trainer_cache_test PASSED in 1.4s //tensorflow/core/data/service:data_service_test PASSED in 9.5s //tensorflow/core/data/service:data_transfer_test PASSED in 0.4s //tensorflow/core/data/service:dataset_store_test PASSED in 0.6s //tensorflow/core/data/service:dispatcher_client_test PASSED in 4.0s //tensorflow/core/data/service:dispatcher_state_test PASSED in 0.5s //tensorflow/core/data/service:graph_rewriters_test PASSED in 0.6s //tensorflow/core/data/service:grpc_dispatcher_impl_test PASSED in 2.0s //tensorflow/core/data/service:grpc_util_test PASSED in 0.5s //tensorflow/core/data/service:grpc_worker_impl_test PASSED in 2.2s //tensorflow/core/data/service:journal_test PASSED in 0.4s //tensorflow/core/data/service:split_provider_test PASSED in 2.3s //tensorflow/core/data/service:task_runner_test PASSED in 3.2s //tensorflow/core/data/service:test_util_test PASSED in 1.7s //tensorflow/core/data/service:url_test PASSED in 0.1s //tensorflow/core/data/service:utils_test PASSED in 0.5s //tensorflow/core/data/service:validate_utils_test PASSED in 0.1s //tensorflow/core/data/service:worker_client_test PASSED in 3.2s //tensorflow/core/data/service:worker_impl_test PASSED in 2.4s //tensorflow/core/data/service/client:data_service_client_test PASSED in 2.9s //tensorflow/core/data/service/client:utils_test PASSED in 2.4s //tensorflow/core/data/service/client:validate_utils_test PASSED in 1.7s //tensorflow/core/data/service/snapshot:distributed_snapshot_test PASSED in 17.0s //tensorflow/core/data/service/snapshot:file_utils_test PASSED in 0.4s //tensorflow/core/data/service/snapshot:parallel_tfrecord_writer_test PASSED in 5.3s //tensorflow/core/data/service/snapshot:path_utils_test PASSED in 0.1s //tensorflow/core/data/service/snapshot:prefetched_split_provider_test PASSED in 16.0s //tensorflow/core/data/service/snapshot:snapshot_chunk_provider_test PASSED in 0.7s //tensorflow/core/data/service/snapshot:snapshot_manager_test PASSED in 2.4s //tensorflow/core/data/service/snapshot:snapshot_split_provider_test PASSED in 0.6s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_checkpoint_test PASSED in 3.1s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_test PASSED in 5.9s //tensorflow/core/data/service/snapshot:utils_test PASSED in 0.1s //tensorflow/core/debug:debug_graph_utils_test PASSED in 0.4s //tensorflow/core/distributed_runtime:call_options_test PASSED in 0.2s //tensorflow/core/distributed_runtime:cluster_function_library_runtime_test PASSED in 4.6s //tensorflow/core/distributed_runtime:collective_param_resolver_distributed_test PASSED in 0.8s //tensorflow/core/distributed_runtime:collective_rma_distributed_test PASSED in 0.4s //tensorflow/core/distributed_runtime:device_resolver_distributed_test PASSED in 0.4s //tensorflow/core/distributed_runtime:message_wrappers_test PASSED in 0.1s //tensorflow/core/distributed_runtime:partial_run_mgr_test PASSED in 0.4s //tensorflow/core/distributed_runtime:recent_request_ids_test PASSED in 0.1s //tensorflow/core/distributed_runtime:request_id_test PASSED in 0.2s //tensorflow/core/distributed_runtime:rpc_collective_executor_mgr_test PASSED in 0.4s //tensorflow/core/distributed_runtime:server_lib_test PASSED in 0.1s //tensorflow/core/distributed_runtime:session_mgr_test PASSED in 0.6s //tensorflow/core/distributed_runtime:tensor_coding_test PASSED in 0.2s //tensorflow/core/distributed_runtime/coordination:coordination_service_barrier_proxy_test PASSED in 2.3s //tensorflow/core/distributed_runtime/eager:eager_service_impl_test PASSED in 19.6s //tensorflow/core/distributed_runtime/eager:remote_mgr_test PASSED in 9.0s //tensorflow/core/distributed_runtime/integration_test:c_api_multi_client_test_cpu PASSED in 31.6s //tensorflow/core/distributed_runtime/integration_test:c_api_recoverable_jobs_test_cpu PASSED in 46.3s //tensorflow/core/distributed_runtime/integration_test:c_api_session_coordination_test_cpu PASSED in 31.8s //tensorflow/core/distributed_runtime/rpc:grpc_tensor_coding_test PASSED in 2.9s //tensorflow/core/distributed_runtime/rpc:grpc_worker_cache_test PASSED in 0.7s //tensorflow/core/distributed_runtime/rpc/eager:grpc_eager_client_test PASSED in 0.5s //tensorflow/core/example:example_parser_configuration_test PASSED in 0.7s //tensorflow/core/example:feature_util_test PASSED in 0.2s //tensorflow/core/framework:allocator_test PASSED in 4.8s //tensorflow/core/framework:attr_value_util_test PASSED in 0.7s //tensorflow/core/framework:batch_util_test PASSED in 0.7s //tensorflow/core/framework:bfloat16_test PASSED in 0.7s //tensorflow/core/framework:common_shape_fns_test PASSED in 0.9s //tensorflow/core/framework:dataset_test PASSED in 0.7s //tensorflow/core/framework:device_base_test PASSED in 0.7s //tensorflow/core/framework:disable_jit_test PASSED in 0.8s //tensorflow/core/framework:framework_op_gen_lib_test PASSED in 0.1s //tensorflow/core/framework:framework_op_segment_test PASSED in 0.7s //tensorflow/core/framework:framework_resource_var_test PASSED in 0.1s //tensorflow/core/framework:framework_run_handler_test PASSED in 1.7s //tensorflow/core/framework:framework_run_handler_util_test PASSED in 1.9s //tensorflow/core/framework:full_type_inference_util_test PASSED in 0.7s //tensorflow/core/framework:full_type_util_test PASSED in 0.7s //tensorflow/core/framework:function_test PASSED in 0.7s //tensorflow/core/framework:graph_def_util_test PASSED in 0.8s //tensorflow/core/framework:graph_to_functiondef_test PASSED in 0.7s //tensorflow/core/framework:kernel_def_builder_test PASSED in 0.8s //tensorflow/core/framework:kernel_def_util_test PASSED in 0.7s //tensorflow/core/framework:memory_types_test PASSED in 0.7s //tensorflow/core/framework:model_test PASSED in 0.8s //tensorflow/core/framework:node_def_builder_test PASSED in 0.8s //tensorflow/core/framework:node_def_util_test PASSED in 0.8s //tensorflow/core/framework:node_properties_test PASSED in 0.7s //tensorflow/core/framework:op_compatibility_test PASSED in 0.8s //tensorflow/core/framework:op_def_builder_test PASSED in 0.7s //tensorflow/core/framework:op_def_util_test PASSED in 0.8s //tensorflow/core/framework:op_kernel_test PASSED in 0.8s //tensorflow/core/framework:op_registration_test PASSED in 0.7s //tensorflow/core/framework:partial_tensor_shape_test PASSED in 0.7s //tensorflow/core/framework:rendezvous_test PASSED in 3.0s //tensorflow/core/framework:resource_handle_test PASSED in 0.2s //tensorflow/core/framework:resource_mgr_test PASSED in 1.7s //tensorflow/core/framework:resource_op_kernel_test PASSED in 0.8s //tensorflow/core/framework:shape_inference_test PASSED in 0.7s //tensorflow/core/framework:shape_inference_testutil_test PASSED in 0.7s //tensorflow/core/framework:tensor_matcher_test PASSED in 0.7s //tensorflow/core/framework:tensor_shape_test PASSED in 8.7s //tensorflow/core/framework:tensor_slice_test PASSED in 0.7s //tensorflow/core/framework:tensor_test PASSED in 40.1s //tensorflow/core/framework:tensor_testutil_test PASSED in 0.8s //tensorflow/core/framework:tensor_util_test PASSED in 0.7s //tensorflow/core/framework:tracking_allocator_test PASSED in 0.8s //tensorflow/core/framework:types_test PASSED in 0.8s //tensorflow/core/framework:variant_op_registry_test PASSED in 20.6s //tensorflow/core/framework:variant_test PASSED in 0.8s //tensorflow/core/framework/registration:registration_test PASSED in 0.4s //tensorflow/core/function/capture:by_ref_capture_test PASSED in 9.6s //tensorflow/core/function/capture:capture_container_test PASSED in 8.9s //tensorflow/core/function/integration_test:side_inputs_manual_api_test PASSED in 23.9s //tensorflow/core/function/integration_test:side_inputs_test PASSED in 24.1s //tensorflow/core/function/polymorphism:function_cache_test PASSED in 9.4s //tensorflow/core/function/polymorphism:function_type_test PASSED in 10.0s //tensorflow/core/function/polymorphism:type_dispatch_test PASSED in 9.8s //tensorflow/core/function/runtime_client:runtime_client_cc_test PASSED in 31.1s //tensorflow/core/function/trace_type:custom_nest_trace_type_test PASSED in 9.5s //tensorflow/core/function/trace_type:default_types_test PASSED in 10.5s //tensorflow/core/function/trace_type:serialization_test PASSED in 9.8s //tensorflow/core/function/trace_type:trace_type_test PASSED in 14.6s //tensorflow/core/graph:algorithm_test PASSED in 0.8s //tensorflow/core/graph:collective_order_test PASSED in 0.4s //tensorflow/core/graph:control_flow_test PASSED in 0.9s //tensorflow/core/graph:costmodel_test PASSED in 0.9s //tensorflow/core/graph:edgeset_test PASSED in 0.8s //tensorflow/core/graph:graph_debug_info_builder_test PASSED in 1.0s //tensorflow/core/graph:graph_def_builder_test PASSED in 0.8s //tensorflow/core/graph:graph_partition_test PASSED in 0.8s //tensorflow/core/graph:graph_test PASSED in 0.8s //tensorflow/core/graph:node_builder_test PASSED in 0.7s //tensorflow/core/graph:optimizer_cse_test PASSED in 0.9s //tensorflow/core/graph:subgraph_test PASSED in 0.8s //tensorflow/core/graph:tensor_id_test PASSED in 0.8s //tensorflow/core/graph:validate_test PASSED in 0.8s //tensorflow/core/graph/regularization:simple_delete_test PASSED in 0.3s //tensorflow/core/graph/regularization:util_test PASSED in 0.1s //tensorflow/core/grappler:graph_topology_view_test PASSED in 0.1s //tensorflow/core/grappler:graph_view_test PASSED in 1.4s //tensorflow/core/grappler:grappler_item_builder_test PASSED in 1.5s //tensorflow/core/grappler:grappler_item_test PASSED in 1.4s //tensorflow/core/grappler:mutable_graph_view_test PASSED in 1.4s //tensorflow/core/grappler:utils_test PASSED in 2.4s //tensorflow/core/grappler/clusters:single_machine_test PASSED in 23.0s //tensorflow/core/grappler/clusters:virtual_cluster_test PASSED in 1.3s //tensorflow/core/grappler/costs:analytical_cost_estimator_test PASSED in 1.6s //tensorflow/core/grappler/costs:cost_estimator_test PASSED in 0.1s //tensorflow/core/grappler/costs:graph_memory_test PASSED in 1.4s //tensorflow/core/grappler/costs:graph_properties_test PASSED in 3.0s //tensorflow/core/grappler/costs:robust_stats_test PASSED in 0.1s //tensorflow/core/grappler/costs:utils_test PASSED in 1.6s //tensorflow/core/grappler/costs:virtual_placer_test PASSED in 0.4s //tensorflow/core/grappler/costs:virtual_scheduler_test PASSED in 1.7s //tensorflow/core/grappler/graph_analyzer:gen_node_test PASSED in 1.8s //tensorflow/core/grappler/graph_analyzer:graph_analyzer_test PASSED in 1.8s //tensorflow/core/grappler/graph_analyzer:hash_tools_test PASSED in 1.9s //tensorflow/core/grappler/graph_analyzer:sig_node_test PASSED in 2.5s //tensorflow/core/grappler/graph_analyzer:subgraph_test PASSED in 1.8s //tensorflow/core/grappler/inputs:utils_test PASSED in 0.2s 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in 0.2s //tensorflow/core/grappler/optimizers:generic_layout_optimizer_transposer_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:graph_optimizer_stage_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:implementation_selector_test PASSED in 2.1s //tensorflow/core/grappler/optimizers:loop_optimizer_test_cpu PASSED in 2.0s //tensorflow/core/grappler/optimizers:memory_optimizer_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:meta_optimizer_test_cpu PASSED in 7.3s //tensorflow/core/grappler/optimizers:mkl_remapper_test PASSED in 2.4s //tensorflow/core/grappler/optimizers:model_pruner_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:pin_to_host_optimizer_test_cpu PASSED in 2.4s //tensorflow/core/grappler/optimizers:remapper_test_cpu PASSED in 8.7s //tensorflow/core/grappler/optimizers:scoped_allocator_optimizer_test PASSED in 2.0s //tensorflow/core/grappler/optimizers:shape_optimizer_test_cpu PASSED in 1.8s //tensorflow/core/grappler/optimizers:static_schedule_test_cpu PASSED in 1.4s //tensorflow/core/grappler/optimizers:tfg_optimizer_hook_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:auto_shard_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:autotune_buffer_sizes_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:batch_parallelization_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:disable_intra_op_parallelism_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:disable_prefetch_legacy_autotune_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:enable_gradient_descent_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:filter_fusion_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:filter_parallelization_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:function_utils_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:fusion_utils_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:graph_utils_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:inject_io_prefetch_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:inject_prefetch_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:make_deterministic_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:make_sloppy_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:map_and_batch_fusion_test PASSED in 0.3s //tensorflow/core/grappler/optimizers/data:map_and_filter_fusion_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:map_fusion_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:map_parallelization_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:noop_elimination_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:parallel_batch_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:remove_compression_map_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:replicate_on_split_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:seq_interleave_prefetch_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:shuffle_and_repeat_fusion_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:slack_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:split_utils_test PASSED in 1.1s //tensorflow/core/grappler/optimizers/data:use_private_thread_pool_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/inference:batch_op_rewriter_test PASSED in 0.1s //tensorflow/core/grappler/utils:canonicalizer_test PASSED in 1.3s //tensorflow/core/grappler/utils:colocation_test PASSED in 0.5s //tensorflow/core/grappler/utils:frame_test PASSED in 0.2s //tensorflow/core/grappler/utils:functions_test PASSED in 1.5s //tensorflow/core/grappler/utils:graph_view_internal_test PASSED in 0.5s //tensorflow/core/grappler/utils:graph_view_test PASSED in 1.9s 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//tensorflow/python/training:gradient_descent_test_cpu PASSED in 16.9s //tensorflow/python/training:input_test PASSED in 37.7s //tensorflow/python/training:momentum_test_cpu PASSED in 21.7s //tensorflow/python/training:monitored_session_test PASSED in 37.7s //tensorflow/python/training:moving_averages_test_cpu PASSED in 19.1s //tensorflow/python/training:optimizer_test_cpu PASSED in 14.9s //tensorflow/python/training:proximal_adagrad_test_cpu PASSED in 11.9s //tensorflow/python/training:proximal_gradient_descent_test_cpu PASSED in 12.4s //tensorflow/python/training:quantize_training_test_cpu PASSED in 10.8s //tensorflow/python/training:queue_runner_test_cpu PASSED in 12.3s //tensorflow/python/training:rmsprop_test_cpu PASSED in 29.9s //tensorflow/python/training:saver_large_partitioned_variable_test PASSED in 14.9s //tensorflow/python/training:saver_test_2gpu PASSED in 39.9s //tensorflow/python/training:saver_test_cpu PASSED in 41.0s //tensorflow/python/training:server_lib_multiple_containers_test PASSED in 9.9s //tensorflow/python/training:server_lib_same_variables_clear_container_test PASSED in 9.9s //tensorflow/python/training:server_lib_same_variables_clear_test PASSED in 10.4s //tensorflow/python/training:server_lib_same_variables_no_clear_test PASSED in 9.7s //tensorflow/python/training:server_lib_sparse_job_test PASSED in 9.5s //tensorflow/python/training:server_lib_test PASSED in 18.3s //tensorflow/python/training:session_manager_test_cpu PASSED in 79.1s //tensorflow/python/training:slot_creator_test_cpu PASSED in 11.7s //tensorflow/python/training:supervisor_test PASSED in 16.1s //tensorflow/python/training:training_ops_mlir_test_cpu PASSED in 11.4s //tensorflow/python/training:training_ops_test_cpu PASSED in 10.6s //tensorflow/python/training:training_util_test PASSED in 11.5s //tensorflow/python/training:warm_starting_util_test PASSED in 27.8s //tensorflow/python/training/experimental:loss_scale_optimizer_test PASSED in 20.3s //tensorflow/python/training/experimental:loss_scale_test PASSED in 34.9s //tensorflow/python/training/experimental:mixed_precision_test_cpu PASSED in 11.4s //tensorflow/python/training/saving:saveable_object_util_test PASSED in 10.6s //tensorflow/python/util:compat_test PASSED in 9.7s //tensorflow/python/util:decorator_utils_test PASSED in 9.6s //tensorflow/python/util:deprecation_test PASSED in 9.8s //tensorflow/python/util:dispatch_test PASSED in 13.6s //tensorflow/python/util:example_parser_configuration_test PASSED in 10.4s //tensorflow/python/util:fast_module_type_test PASSED in 10.5s //tensorflow/python/util:function_parameter_canonicalizer_test PASSED in 11.0s //tensorflow/python/util:function_utils_test PASSED in 10.5s //tensorflow/python/util:keyword_args_test PASSED in 10.1s //tensorflow/python/util:lazy_loader_test PASSED in 10.0s //tensorflow/python/util:lock_util_test PASSED in 10.7s //tensorflow/python/util:module_wrapper_test PASSED in 11.1s //tensorflow/python/util:nest_test PASSED in 29.1s //tensorflow/python/util:object_identity_test PASSED in 9.7s //tensorflow/python/util:pywrap_xla_ops_test PASSED in 4.7s //tensorflow/python/util:serialization_test PASSED in 11.0s //tensorflow/python/util:tf_contextlib_test PASSED in 10.4s //tensorflow/python/util:tf_decorator_test PASSED in 10.3s //tensorflow/python/util:tf_export_test PASSED in 10.6s //tensorflow/python/util:tf_inspect_test PASSED in 11.4s //tensorflow/python/util:tf_should_use_test PASSED in 10.2s //tensorflow/python/util:tf_stack_test PASSED in 9.8s //tensorflow/python/util:traceback_utils_test PASSED in 10.6s //tensorflow/python/util:type_annotations_test PASSED in 10.3s //tensorflow/python/util:variable_utils_test PASSED in 11.0s //tensorflow/python/util:vlog_test PASSED in 10.2s //tensorflow/python/util/protobuf:protobuf_compare_test PASSED in 5.6s //tensorflow/tools/api/tests:module_test PASSED in 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//tensorflow/tools/proto_splitter:split_graph_def_test PASSED in 7.9s //tensorflow/tools/proto_splitter:split_test PASSED in 8.2s //tensorflow/tools/proto_splitter:util_test PASSED in 8.2s //tensorflow/tools/proto_splitter/cc:composable_splitter_test PASSED in 0.2s //tensorflow/tools/proto_splitter/cc:graph_def_splitter_test PASSED in 0.2s //tensorflow/tools/proto_splitter/cc:saved_model_splitter_test PASSED in 0.2s //tensorflow/tools/proto_splitter/cc:util_test PASSED in 3.6s //tensorflow/tools/proto_splitter/python:saved_model_test PASSED in 8.4s //tensorflow/tools/proto_splitter/python:test_util_test PASSED in 7.9s //tensorflow/tools/proto_text:gen_proto_text_functions_lib_test PASSED in 0.1s //tensorflow/tools/tensorflow_builder/compat_checker:compat_checker_test PASSED in 0.5s //tensorflow/compiler/tests:complex_div_test_cpu PASSED in 11.3s Stats over 2 runs: max = 11.3s, min = 5.1s, avg = 8.2s, dev = 3.1s //tensorflow/compiler/tests:complex_div_test_cpu_mlir_bridge_test PASSED in 13.0s Stats over 2 runs: max = 13.0s, min = 4.7s, avg = 8.9s, dev = 4.2s //tensorflow/python/data/experimental/kernel_tests/optimization:optimization_test PASSED in 23.3s Stats over 2 runs: max = 23.3s, min = 10.1s, avg = 16.7s, dev = 6.6s //tensorflow/python/data/experimental/kernel_tests/service:metadata_test PASSED in 20.9s Stats over 2 runs: max = 20.9s, min = 17.9s, avg = 19.4s, dev = 1.5s //tensorflow/python/data/kernel_tests:padded_batch_test PASSED in 31.3s Stats over 2 runs: max = 31.3s, min = 25.5s, avg = 28.4s, dev = 2.9s //tensorflow/python/data/kernel_tests:repeat_test PASSED in 46.1s Stats over 2 runs: max = 46.1s, min = 34.0s, avg = 40.0s, dev = 6.0s //tensorflow/python/data/kernel_tests:window_test PASSED in 49.9s Stats over 2 runs: max = 49.9s, min = 42.5s, avg = 46.2s, dev = 3.7s //tensorflow/python/kernel_tests/array_ops:scatter_nd_ops_test_cpu PASSED in 15.6s Stats over 2 runs: max = 15.6s, min = 9.2s, avg = 12.4s, dev = 3.2s //tensorflow/python/kernel_tests/control_flow:functional_ops_test_cpu PASSED in 18.2s Stats over 2 runs: max = 18.2s, min = 12.5s, avg = 15.4s, dev = 2.9s //tensorflow/python/kernel_tests/control_flow:map_fn_test_cpu PASSED in 12.4s Stats over 2 runs: max = 12.4s, min = 6.9s, avg = 9.7s, dev = 2.8s //tensorflow/python/kernel_tests/nn_ops:atrous_conv2d_test_cpu PASSED in 47.2s Stats over 2 runs: max = 47.2s, min = 33.6s, avg = 40.4s, dev = 6.8s //tensorflow/python/kernel_tests/nn_ops:bias_op_d9m_test_cpu PASSED in 120.9s Stats over 2 runs: max = 120.9s, min = 47.1s, avg = 84.0s, dev = 36.9s //tensorflow/python/kernel_tests/nn_ops:conv2d_backprop_filter_grad_test_cpu PASSED in 11.7s Stats over 2 runs: max = 11.7s, min = 7.8s, avg = 9.7s, dev = 2.0s //tensorflow/python/kernel_tests/signal:fft_ops_test_cpu PASSED in 151.4s Stats over 2 runs: max = 151.4s, min = 144.0s, avg = 147.7s, dev = 3.7s //tensorflow/python/ops:control_flow_ops_test_cpu PASSED in 48.4s Stats over 2 runs: max = 48.4s, min = 34.3s, avg = 41.3s, dev = 7.1s //tensorflow/compiler/tests:spacetobatch_op_test_cpu PASSED in 15.7s Stats over 3 runs: max = 15.7s, min = 9.6s, avg = 11.7s, dev = 2.9s //tensorflow/compiler/tests:spacetobatch_op_test_cpu_mlir_bridge_test PASSED in 17.6s Stats over 3 runs: max = 17.6s, min = 9.7s, avg = 12.9s, dev = 3.4s //tensorflow/core/data/service:thread_safe_buffer_test PASSED in 0.2s Stats over 3 runs: max = 0.2s, min = 0.2s, avg = 0.2s, dev = 0.0s //tensorflow/python/data/experimental/kernel_tests/service:multi_process_cluster_test PASSED in 22.4s Stats over 3 runs: max = 22.4s, min = 9.1s, avg = 15.7s, dev = 5.4s //tensorflow/python/data/kernel_tests:unique_test PASSED in 21.5s Stats over 3 runs: max = 21.5s, min = 11.0s, avg = 14.7s, dev = 4.8s //tensorflow/python/distribute/coordinator:metric_utils_test PASSED in 27.0s Stats over 3 runs: max = 27.0s, min = 12.5s, avg = 18.7s, dev = 6.1s //tensorflow/python/kernel_tests/array_ops:gather_op_test_cpu PASSED in 63.6s Stats over 3 runs: max = 63.6s, min = 28.5s, avg = 40.4s, dev = 16.4s //tensorflow/python/kernel_tests/array_ops:weights_broadcast_test PASSED in 12.4s Stats over 3 runs: max = 12.4s, min = 6.3s, avg = 8.4s, dev = 2.9s //tensorflow/python/kernel_tests/distributions:util_test_cpu PASSED in 17.0s Stats over 3 runs: max = 17.0s, min = 10.5s, avg = 12.9s, dev = 2.9s //tensorflow/python/kernel_tests/linalg:matrix_triangular_solve_op_test_cpu PASSED in 552.8s Stats over 3 runs: max = 552.8s, min = 9.7s, avg = 192.1s, dev = 255.1s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_grad_test_cpu PASSED in 13.8s Stats over 3 runs: max = 13.8s, min = 5.8s, avg = 8.8s, dev = 3.6s //tensorflow/python/kernel_tests/random:multinomial_op_big_test_cpu PASSED in 20.4s Stats over 3 runs: max = 20.4s, min = 11.9s, avg = 14.9s, dev = 3.9s //tensorflow/core/kernels:example_parsing_ops_test PASSED in 0.4s Stats over 4 runs: max = 0.4s, min = 0.4s, avg = 0.4s, dev = 0.0s //tensorflow/dtensor/python/tests:batchparallel_spmd_test_cpu PASSED in 20.4s Stats over 4 runs: max = 20.4s, min = 13.3s, avg = 16.3s, dev = 2.6s //tensorflow/dtensor/python/tests:conv_test_cpu PASSED in 15.0s Stats over 4 runs: max = 15.0s, min = 9.0s, avg = 10.9s, dev = 2.4s //tensorflow/dtensor/python/tests:sparse_test_cpu PASSED in 14.1s Stats over 4 runs: max = 14.1s, min = 8.0s, avg = 10.1s, dev = 2.3s //tensorflow/python/data/experimental/kernel_tests:auto_shard_dataset_test PASSED in 33.5s Stats over 4 runs: max = 33.5s, min = 14.9s, avg = 24.7s, dev = 6.6s //tensorflow/python/data/experimental/kernel_tests:map_and_batch_test PASSED in 46.3s Stats over 4 runs: max = 46.3s, min = 27.7s, avg = 33.5s, dev = 7.5s //tensorflow/python/data/experimental/kernel_tests:parse_example_dataset_test PASSED in 25.8s Stats over 4 runs: max = 25.8s, min = 10.9s, avg = 19.8s, dev = 6.0s //tensorflow/python/data/experimental/kernel_tests:rebatch_dataset_test PASSED in 20.7s Stats over 4 runs: max = 20.7s, min = 8.4s, avg = 14.0s, dev = 4.4s //tensorflow/python/data/experimental/kernel_tests:sql_dataset_test PASSED in 22.4s Stats over 4 runs: max = 22.4s, min = 8.5s, avg = 17.7s, dev = 5.5s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_ft_test PASSED in 12.3s Stats over 4 runs: max = 12.3s, min = 4.3s, avg = 7.8s, dev = 2.9s //tensorflow/python/data/kernel_tests:fixed_length_record_dataset_test PASSED in 13.3s Stats over 4 runs: max = 13.3s, min = 6.5s, avg = 11.4s, dev = 2.8s //tensorflow/python/data/kernel_tests:from_generator_test PASSED in 32.0s Stats over 4 runs: max = 32.0s, min = 11.6s, avg = 19.4s, dev = 7.8s //tensorflow/python/data/kernel_tests:group_by_window_test PASSED in 19.0s Stats over 4 runs: max = 19.0s, min = 10.5s, avg = 14.4s, dev = 3.2s //tensorflow/python/data/kernel_tests:ragged_batch_test PASSED in 29.8s Stats over 4 runs: max = 29.8s, min = 20.1s, avg = 22.7s, dev = 4.1s //tensorflow/python/data/kernel_tests:skip_test PASSED in 27.8s Stats over 4 runs: max = 27.8s, min = 13.3s, avg = 19.1s, dev = 5.8s //tensorflow/python/data/kernel_tests:take_test PASSED in 28.9s Stats over 4 runs: max = 28.9s, min = 20.1s, avg = 23.8s, dev = 3.2s //tensorflow/python/data/kernel_tests:take_while_test PASSED in 33.1s Stats over 4 runs: max = 33.1s, min = 25.2s, avg = 27.3s, dev = 3.3s //tensorflow/python/data/kernel_tests:text_line_dataset_test PASSED in 37.7s Stats over 4 runs: max = 37.7s, min = 19.9s, avg = 26.2s, dev = 6.8s //tensorflow/python/data/kernel_tests:zip_test PASSED in 17.0s Stats over 4 runs: max = 17.0s, min = 11.1s, avg = 13.4s, dev = 2.2s //tensorflow/python/debug/lib:dumping_callback_test_cpu PASSED in 19.8s Stats over 4 runs: max = 19.8s, min = 12.7s, avg = 15.5s, dev = 2.6s //tensorflow/python/distribute:cross_device_ops_test_cpu PASSED in 40.4s Stats over 4 runs: max = 40.4s, min = 23.9s, avg = 30.4s, dev = 6.6s //tensorflow/python/framework:convert_to_constants_test PASSED in 25.7s Stats over 4 runs: max = 25.7s, min = 12.6s, avg = 18.9s, dev = 4.9s //tensorflow/python/kernel_tests:collective_ops_test_cpu PASSED in 40.1s Stats over 4 runs: max = 40.1s, min = 30.9s, avg = 33.8s, dev = 3.7s //tensorflow/python/kernel_tests/array_ops:concat_op_test_cpu PASSED in 16.3s Stats over 4 runs: max = 16.3s, min = 7.0s, avg = 12.4s, dev = 4.1s //tensorflow/python/kernel_tests/array_ops:init_ops_test_cpu PASSED in 83.2s Stats over 4 runs: max = 83.2s, min = 20.5s, avg = 46.3s, dev = 25.4s //tensorflow/python/kernel_tests/array_ops:split_op_test_cpu PASSED in 32.3s Stats over 4 runs: max = 32.3s, min = 4.9s, avg = 17.9s, dev = 12.5s //tensorflow/python/kernel_tests/linalg:einsum_op_test_cpu PASSED in 96.3s Stats over 4 runs: max = 96.3s, min = 11.3s, avg = 45.3s, dev = 32.7s //tensorflow/python/kernel_tests/linalg:linear_operator_lower_triangular_test_cpu PASSED in 55.6s Stats over 4 runs: max = 55.6s, min = 48.2s, avg = 51.8s, dev = 3.4s //tensorflow/python/kernel_tests/nn_ops:conv_ops_test_cpu PASSED in 38.4s Stats over 4 runs: max = 38.4s, min = 29.3s, avg = 33.6s, dev = 3.6s //tensorflow/python/kernel_tests/random:random_gamma_test_cpu PASSED in 147.5s Stats over 4 runs: max = 147.5s, min = 7.3s, avg = 69.8s, dev = 62.5s //tensorflow/python/kernel_tests/signal:window_ops_test_cpu PASSED in 28.5s Stats over 4 runs: max = 28.5s, min = 17.6s, avg = 22.6s, dev = 3.9s //tensorflow/python/ops:nn_batchnorm_test_cpu PASSED in 40.0s Stats over 4 runs: max = 40.0s, min = 16.2s, avg = 25.7s, dev = 8.8s //tensorflow/python/ops:nn_fused_batchnorm_d9m_test_cpu PASSED in 26.4s Stats over 4 runs: max = 26.4s, min = 19.7s, avg = 23.0s, dev = 2.4s //tensorflow/python/ops/ragged:ragged_gather_op_test PASSED in 83.0s Stats over 4 runs: max = 83.0s, min = 24.3s, avg = 48.4s, dev = 21.6s //tensorflow/python/ops/ragged:ragged_getitem_test PASSED in 54.3s Stats over 4 runs: max = 54.3s, min = 46.1s, avg = 49.8s, dev = 3.2s //tensorflow/compiler/tests:conv3d_test_cpu PASSED in 23.4s Stats over 5 runs: max = 23.4s, min = 6.9s, avg = 12.1s, dev = 6.2s //tensorflow/compiler/tests:conv3d_test_cpu_mlir_bridge_test PASSED in 23.5s Stats over 5 runs: max = 23.5s, min = 6.6s, avg = 12.4s, dev = 6.1s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu PASSED in 23.8s Stats over 5 runs: max = 23.8s, min = 7.5s, avg = 12.6s, dev = 5.8s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu_mlir_bridge_test PASSED in 23.2s Stats over 5 runs: max = 23.2s, min = 7.5s, avg = 12.6s, dev = 5.7s //tensorflow/compiler/tests:fused_batchnorm_test_cpu PASSED in 11.7s Stats over 5 runs: max = 11.7s, min = 5.4s, avg = 7.7s, dev = 2.2s //tensorflow/compiler/tests:fused_batchnorm_test_cpu_mlir_bridge_test PASSED in 11.8s Stats over 5 runs: max = 11.8s, min = 5.2s, avg = 7.2s, dev = 2.4s //tensorflow/compiler/tests:reduce_ops_test_cpu PASSED in 20.8s Stats over 5 runs: max = 20.8s, min = 10.5s, avg = 14.1s, dev = 3.5s //tensorflow/compiler/tests:reduce_ops_test_cpu_mlir_bridge_test PASSED in 23.4s Stats over 5 runs: max = 23.4s, min = 12.2s, avg = 16.4s, dev = 3.8s //tensorflow/compiler/tests:special_math_test_cpu PASSED in 107.1s Stats over 5 runs: max = 107.1s, min = 18.3s, avg = 48.1s, dev = 31.4s //tensorflow/compiler/tests:special_math_test_cpu_mlir_bridge_test PASSED in 104.4s Stats over 5 runs: max = 104.4s, min = 20.9s, avg = 48.4s, dev = 29.8s //tensorflow/core/grappler/optimizers:constant_folding_test PASSED in 2.8s Stats over 5 runs: max = 2.8s, min = 2.0s, avg = 2.5s, dev = 0.3s //tensorflow/dtensor/python/tests:layout_propagation_test_cpu PASSED in 14.3s Stats over 5 runs: max = 14.3s, min = 7.4s, avg = 9.2s, dev = 2.6s //tensorflow/dtensor/python/tests:multi_mesh_test_cpu PASSED in 12.7s Stats over 5 runs: max = 12.7s, min = 6.0s, avg = 8.0s, dev = 2.5s //tensorflow/python/distribute:mirrored_strategy_test_2gpu PASSED in 17.6s Stats over 5 runs: max = 17.6s, min = 7.8s, avg = 10.5s, dev = 3.6s //tensorflow/python/distribute:mirrored_strategy_test_cpu PASSED in 17.0s Stats over 5 runs: max = 17.0s, min = 7.3s, avg = 10.4s, dev = 3.4s //tensorflow/python/distribute:vars_test_2gpu PASSED in 23.1s Stats over 5 runs: max = 23.1s, min = 15.2s, avg = 17.4s, dev = 2.9s //tensorflow/python/distribute:vars_test_cpu PASSED in 21.6s Stats over 5 runs: max = 21.6s, min = 13.6s, avg = 16.8s, dev = 2.7s //tensorflow/python/eager:device_placement_test_cpu PASSED in 13.3s Stats over 5 runs: max = 13.3s, min = 5.4s, avg = 7.6s, dev = 2.9s //tensorflow/python/eager:forwardprop_test_cpu PASSED in 159.3s Stats over 5 runs: max = 159.3s, min = 14.1s, avg = 62.1s, dev = 51.3s //tensorflow/python/eager/polymorphic_function:gradients_test_cpu PASSED in 15.9s Stats over 5 runs: max = 15.9s, min = 9.1s, avg = 12.5s, dev = 2.4s //tensorflow/python/grappler:cluster_test_cpu PASSED in 9.3s Stats over 5 runs: max = 9.3s, min = 4.0s, avg = 5.3s, dev = 2.0s //tensorflow/python/kernel_tests/linalg:cholesky_op_test_cpu PASSED in 55.7s Stats over 5 runs: max = 55.7s, min = 27.6s, avg = 40.7s, dev = 9.1s //tensorflow/python/kernel_tests/linalg:linear_operator_adjoint_test_cpu PASSED in 50.8s Stats over 5 runs: max = 50.8s, min = 42.0s, avg = 45.1s, dev = 3.2s //tensorflow/python/kernel_tests/linalg:linear_operator_composition_test_cpu PASSED in 154.0s Stats over 5 runs: max = 154.0s, min = 104.0s, avg = 127.3s, dev = 17.1s //tensorflow/python/kernel_tests/linalg:linear_operator_diag_test_cpu PASSED in 46.5s Stats over 5 runs: max = 46.5s, min = 35.9s, avg = 40.5s, dev = 4.2s //tensorflow/python/kernel_tests/linalg:linear_operator_full_matrix_test_cpu PASSED in 68.7s Stats over 5 runs: max = 68.7s, min = 53.6s, avg = 61.0s, dev = 5.3s //tensorflow/python/kernel_tests/linalg:linear_operator_householder_test_cpu PASSED in 63.7s Stats over 5 runs: max = 63.7s, min = 45.4s, avg = 52.4s, dev = 6.3s //tensorflow/python/kernel_tests/linalg:linear_operator_identity_test_cpu PASSED in 96.5s Stats over 5 runs: max = 96.5s, min = 69.7s, avg = 82.1s, dev = 10.9s //tensorflow/python/kernel_tests/linalg:linear_operator_inversion_test_cpu PASSED in 59.5s Stats over 5 runs: max = 59.5s, min = 41.7s, avg = 48.3s, dev = 6.4s //tensorflow/python/kernel_tests/linalg:linear_operator_permutation_test_cpu PASSED in 40.5s Stats over 5 runs: max = 40.5s, min = 31.8s, avg = 34.0s, dev = 3.3s //tensorflow/python/kernel_tests/linalg:linear_operator_toeplitz_test_cpu PASSED in 69.2s Stats over 5 runs: max = 69.2s, min = 47.3s, avg = 57.1s, dev = 9.3s //tensorflow/python/kernel_tests/linalg:linear_operator_util_test_cpu PASSED in 10.8s Stats over 5 runs: max = 10.8s, min = 4.2s, avg = 5.6s, dev = 2.6s //tensorflow/python/kernel_tests/linalg:linear_operator_zeros_test_cpu PASSED in 42.3s Stats over 5 runs: max = 42.3s, min = 33.2s, avg = 38.4s, dev = 3.4s //tensorflow/python/kernel_tests/linalg:tridiagonal_matmul_op_test_cpu PASSED in 154.2s Stats over 5 runs: max = 154.2s, min = 4.6s, avg = 36.5s, dev = 58.9s //tensorflow/python/kernel_tests/nn_ops:fractional_avg_pool_op_test PASSED in 15.7s Stats over 5 runs: max = 15.7s, min = 5.2s, avg = 9.7s, dev = 3.8s //tensorflow/python/kernel_tests/nn_ops:fractional_max_pool_op_test PASSED in 21.5s Stats over 5 runs: max = 21.5s, min = 6.5s, avg = 10.9s, dev = 5.7s //tensorflow/python/kernel_tests/sparse_ops:sparse_ops_test_cpu PASSED in 50.2s Stats over 5 runs: max = 50.2s, min = 6.4s, avg = 19.1s, dev = 16.0s //tensorflow/python/ops/parallel_for:math_test_cpu PASSED in 74.8s Stats over 5 runs: max = 74.8s, min = 26.9s, avg = 50.6s, dev = 16.8s //tensorflow/compiler/tests:scan_ops_test_cpu PASSED in 18.4s Stats over 6 runs: max = 18.4s, min = 10.4s, avg = 14.7s, dev = 2.9s //tensorflow/compiler/tests:scan_ops_test_cpu_mlir_bridge_test PASSED in 25.0s Stats over 6 runs: max = 25.0s, min = 14.8s, avg = 20.9s, dev = 4.0s //tensorflow/python/data/experimental/kernel_tests:make_batched_features_dataset_test PASSED in 30.8s Stats over 6 runs: max = 30.8s, min = 4.8s, avg = 15.6s, dev = 10.9s //tensorflow/python/kernel_tests/array_ops:diag_op_test_cpu PASSED in 72.0s Stats over 6 runs: max = 72.0s, min = 6.1s, avg = 19.8s, dev = 23.4s //tensorflow/python/kernel_tests/math_ops:reduction_ops_test_cpu PASSED in 71.5s Stats over 6 runs: max = 71.5s, min = 27.2s, avg = 49.2s, dev = 14.4s //tensorflow/python/distribute/experimental/rpc:rpc_ops_test PASSED in 14.4s Stats over 7 runs: max = 14.4s, min = 5.8s, avg = 8.3s, dev = 2.9s //tensorflow/compiler/tests:ftrl_test_cpu PASSED in 13.9s Stats over 8 runs: max = 13.9s, min = 5.5s, avg = 7.4s, dev = 2.6s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu PASSED in 95.5s Stats over 8 runs: max = 95.5s, min = 4.6s, avg = 35.4s, dev = 32.1s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu_mlir_bridge_test PASSED in 99.8s Stats over 8 runs: max = 99.8s, min = 4.1s, avg = 37.1s, dev = 33.9s //tensorflow/compiler/tests:ternary_ops_test_cpu PASSED in 15.7s Stats over 8 runs: max = 15.7s, min = 5.6s, avg = 9.1s, dev = 3.8s //tensorflow/compiler/tests:ternary_ops_test_cpu_mlir_bridge_test PASSED in 18.5s Stats over 8 runs: max = 18.5s, min = 5.5s, avg = 9.6s, dev = 4.2s //tensorflow/dtensor/python/tests:input_util_test PASSED in 29.9s Stats over 8 runs: max = 29.9s, min = 20.6s, avg = 25.3s, dev = 3.3s //tensorflow/dtensor/python/tests:save_restore_v2_test_cpu PASSED in 18.3s Stats over 8 runs: max = 18.3s, min = 9.4s, avg = 12.7s, dev = 3.3s //tensorflow/python/data/experimental/kernel_tests:csv_dataset_test PASSED in 36.6s Stats over 8 runs: max = 36.6s, min = 5.7s, avg = 16.5s, dev = 11.0s //tensorflow/python/data/experimental/kernel_tests:parallel_interleave_test PASSED in 31.1s Stats over 8 runs: max = 31.1s, min = 10.9s, avg = 21.5s, dev = 6.3s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_ft_test PASSED in 45.5s Stats over 8 runs: max = 45.5s, min = 4.3s, avg = 22.2s, dev = 14.4s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_test PASSED in 35.5s Stats over 8 runs: max = 35.5s, min = 7.1s, avg = 15.3s, dev = 9.9s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_test PASSED in 26.9s Stats over 8 runs: max = 26.9s, min = 5.0s, avg = 12.5s, dev = 8.0s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_load_ft_test PASSED in 24.6s Stats over 8 runs: max = 24.6s, min = 15.3s, avg = 18.3s, dev = 2.9s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_load_test PASSED in 69.5s Stats over 8 runs: max = 69.5s, min = 51.2s, avg = 59.1s, dev = 5.4s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_test PASSED in 41.8s Stats over 8 runs: max = 41.8s, min = 12.6s, avg = 24.9s, dev = 10.0s //tensorflow/python/data/experimental/kernel_tests/service:fault_tolerance_test PASSED in 16.7s Stats over 8 runs: max = 16.7s, min = 6.0s, avg = 9.6s, dev = 3.6s //tensorflow/python/data/kernel_tests:batch_test PASSED in 32.3s Stats over 8 runs: max = 32.3s, min = 13.8s, avg = 19.2s, dev = 5.5s //tensorflow/python/data/kernel_tests:filter_test PASSED in 21.6s Stats over 8 runs: max = 21.6s, min = 11.1s, avg = 14.7s, dev = 3.2s //tensorflow/python/data/kernel_tests:flat_map_test PASSED in 33.4s Stats over 8 runs: max = 33.4s, min = 15.7s, avg = 22.1s, dev = 5.5s //tensorflow/python/data/kernel_tests:shard_test PASSED in 24.6s Stats over 8 runs: max = 24.6s, min = 13.8s, avg = 18.0s, dev = 3.2s //tensorflow/python/data/kernel_tests:shuffle_test PASSED in 55.9s Stats over 8 runs: max = 55.9s, min = 27.8s, avg = 33.6s, dev = 8.6s //tensorflow/python/data/kernel_tests:tf_record_dataset_test PASSED in 27.4s Stats over 8 runs: max = 27.4s, min = 12.1s, avg = 17.7s, dev = 4.1s //tensorflow/python/distribute/failure_handling:gce_failure_handler_test PASSED in 81.0s Stats over 8 runs: max = 81.0s, min = 10.3s, avg = 30.7s, dev = 26.7s //tensorflow/python/kernel_tests/linalg:linalg_ops_test_cpu PASSED in 70.5s Stats over 8 runs: max = 70.5s, min = 28.0s, avg = 49.7s, dev = 14.3s //tensorflow/python/kernel_tests/linalg:linear_operator_block_diag_test_cpu PASSED in 197.1s Stats over 8 runs: max = 197.1s, min = 120.2s, avg = 165.3s, dev = 23.4s //tensorflow/python/kernel_tests/linalg:linear_operator_block_lower_triangular_test_cpu PASSED in 121.5s Stats over 8 runs: max = 121.5s, min = 69.6s, avg = 98.5s, dev = 17.4s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_d9m_test_cpu PASSED in 54.4s Stats over 8 runs: max = 54.4s, min = 3.9s, avg = 14.0s, dev = 16.5s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_test_cpu PASSED in 9.2s Stats over 8 runs: max = 9.2s, min = 4.1s, avg = 5.1s, dev = 1.6s //tensorflow/python/ops/ragged:dynamic_ragged_shape_test PASSED in 46.1s Stats over 8 runs: max = 46.1s, min = 30.5s, avg = 36.9s, dev = 5.0s //tensorflow/python/ops/ragged:ragged_tensor_test PASSED in 19.7s Stats over 8 runs: max = 19.7s, min = 11.6s, avg = 14.2s, dev = 3.2s //tensorflow/python/distribute/failure_handling:failure_handler_test FLAKY, failed in 1 out of 9 in 65.5s Stats over 9 runs: max = 65.5s, min = 22.7s, avg = 46.0s, dev = 14.5s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/distribute/failure_handling/failure_handler_test/shard_1_of_8/test_attempts/attempt_1.log //tensorflow/compiler/tests:conv2d_test_cpu PASSED in 15.1s Stats over 10 runs: max = 15.1s, min = 5.7s, avg = 7.3s, dev = 2.6s //tensorflow/compiler/tests:conv2d_test_cpu_mlir_bridge_test PASSED in 15.8s Stats over 10 runs: max = 15.8s, min = 6.2s, avg = 7.7s, dev = 2.7s //tensorflow/compiler/tests:random_ops_test_cpu PASSED in 13.9s Stats over 10 runs: max = 13.9s, min = 4.5s, avg = 8.6s, dev = 2.5s //tensorflow/compiler/tests:random_ops_test_cpu_mlir_bridge_test PASSED in 13.6s Stats over 10 runs: max = 13.6s, min = 5.4s, avg = 9.8s, dev = 2.5s //tensorflow/compiler/tests:stateless_random_ops_test_cpu PASSED in 87.0s Stats over 10 runs: max = 87.0s, min = 47.8s, avg = 66.0s, dev = 13.3s //tensorflow/compiler/tests:stateless_random_ops_test_cpu_mlir_bridge_test PASSED in 89.6s Stats over 10 runs: max = 89.6s, min = 46.5s, avg = 63.7s, dev = 14.1s //tensorflow/python/data/kernel_tests:rejection_resample_test PASSED in 22.6s Stats over 10 runs: max = 22.6s, min = 4.2s, avg = 11.4s, dev = 5.9s //tensorflow/python/distribute:input_lib_type_spec_test_2gpu PASSED in 21.4s Stats over 10 runs: max = 21.4s, min = 8.0s, avg = 14.9s, dev = 4.5s //tensorflow/python/distribute:input_lib_type_spec_test_cpu PASSED in 20.0s Stats over 10 runs: max = 20.0s, min = 6.9s, avg = 13.9s, dev = 4.5s //tensorflow/python/framework:function_test_cpu PASSED in 53.5s Stats over 10 runs: max = 53.5s, min = 4.7s, avg = 11.4s, dev = 14.2s //tensorflow/python/kernel_tests/array_ops:array_ops_test_cpu PASSED in 16.9s Stats over 10 runs: max = 16.9s, min = 5.7s, avg = 9.3s, dev = 3.2s //tensorflow/python/kernel_tests/array_ops:inplace_ops_test_cpu PASSED in 10.2s Stats over 10 runs: max = 10.2s, min = 4.1s, avg = 5.2s, dev = 1.7s //tensorflow/python/kernel_tests/data_structures:tensor_array_ops_test_cpu PASSED in 13.5s Stats over 10 runs: max = 13.5s, min = 5.1s, avg = 7.2s, dev = 2.3s //tensorflow/python/kernel_tests/linalg:linear_operator_tridiag_test_cpu PASSED in 146.5s Stats over 10 runs: max = 146.5s, min = 92.6s, avg = 122.6s, dev = 14.4s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_ops_test_cpu PASSED in 92.7s Stats over 10 runs: max = 92.7s, min = 10.1s, avg = 50.4s, dev = 26.4s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_sparse_mat_mul_grad_test_cpu PASSED in 9.3s Stats over 10 runs: max = 9.3s, min = 3.7s, avg = 5.4s, dev = 1.6s //tensorflow/python/kernel_tests/math_ops:cwise_ops_unary_test_cpu PASSED in 21.6s Stats over 10 runs: max = 21.6s, min = 4.7s, avg = 11.3s, dev = 4.8s //tensorflow/python/kernel_tests/math_ops:segment_reduction_ops_test_cpu PASSED in 41.8s Stats over 10 runs: max = 41.8s, min = 5.5s, avg = 19.3s, dev = 12.1s //tensorflow/python/kernel_tests/nn_ops:pooling_ops_test_cpu PASSED in 49.3s Stats over 10 runs: max = 49.3s, min = 6.7s, avg = 16.1s, dev = 15.3s //tensorflow/python/kernel_tests/nn_ops:rnn_test_cpu PASSED in 17.4s Stats over 10 runs: max = 17.4s, min = 7.0s, avg = 9.7s, dev = 3.2s //tensorflow/python/kernel_tests/random:random_index_shuffle_test PASSED in 16.1s Stats over 10 runs: max = 16.1s, min = 6.1s, avg = 7.8s, dev = 2.9s //tensorflow/python/kernel_tests/random:stateless_random_ops_test_cpu PASSED in 176.9s Stats over 10 runs: max = 176.9s, min = 39.5s, avg = 93.2s, dev = 54.0s //tensorflow/python/ops:special_math_ops_test_cpu PASSED in 64.5s Stats over 10 runs: max = 64.5s, min = 8.5s, avg = 19.5s, dev = 16.0s //tensorflow/python/ops:weak_tensor_special_math_ops_test_cpu PASSED in 17.7s Stats over 10 runs: max = 17.7s, min = 7.9s, avg = 10.9s, dev = 2.6s //tensorflow/python/ops/numpy_ops/tests:np_indexing_test PASSED in 119.0s Stats over 10 runs: max = 119.0s, min = 89.8s, avg = 98.4s, dev = 8.1s //tensorflow/python/ops/ragged:ragged_tensor_supported_values_test PASSED in 23.7s Stats over 10 runs: max = 23.7s, min = 13.9s, avg = 17.1s, dev = 2.5s //tensorflow/python/saved_model:load_test_cpu PASSED in 58.5s Stats over 10 runs: max = 58.5s, min = 34.5s, avg = 41.8s, dev = 8.5s //tensorflow/compiler/tests:fft_test_cpu PASSED in 17.7s Stats over 12 runs: max = 17.7s, min = 6.8s, avg = 12.4s, dev = 4.4s //tensorflow/python/data/experimental/kernel_tests:group_by_reducer_test PASSED in 19.7s Stats over 12 runs: max = 19.7s, min = 4.5s, avg = 10.4s, dev = 4.8s //tensorflow/python/data/kernel_tests:choose_from_datasets_test PASSED in 17.3s Stats over 12 runs: max = 17.3s, min = 4.6s, avg = 7.4s, dev = 3.2s //tensorflow/python/data/kernel_tests:memory_cleanup_test_cpu PASSED in 10.5s Stats over 12 runs: max = 10.5s, min = 4.2s, avg = 6.7s, dev = 2.0s //tensorflow/python/distribute:moving_averages_test_2gpu PASSED in 25.0s Stats over 12 runs: max = 25.0s, min = 12.6s, avg = 16.1s, dev = 3.3s //tensorflow/python/distribute:moving_averages_test_cpu PASSED in 24.9s Stats over 12 runs: max = 24.9s, min = 11.6s, avg = 15.7s, dev = 3.8s //tensorflow/python/eager/polymorphic_function:polymorphic_function_test_cpu PASSED in 26.3s Stats over 15 runs: max = 26.3s, min = 13.0s, avg = 16.2s, dev = 3.1s //tensorflow/python/kernel_tests/linalg:linear_operator_low_rank_update_test_cpu PASSED in 180.7s Stats over 15 runs: max = 180.7s, min = 110.9s, avg = 132.6s, dev = 23.0s //tensorflow/python/kernel_tests/nn_ops:rnn_cell_test_cpu PASSED in 83.0s Stats over 15 runs: max = 83.0s, min = 6.8s, avg = 18.3s, dev = 19.0s //tensorflow/python/data/experimental/kernel_tests/service:dynamic_sharding_test PASSED in 13.9s Stats over 16 runs: max = 13.9s, min = 4.2s, avg = 8.9s, dev = 2.9s //tensorflow/python/data/kernel_tests:snapshot_test PASSED in 32.1s Stats over 16 runs: max = 32.1s, min = 12.1s, avg = 20.2s, dev = 6.1s //tensorflow/python/kernel_tests/control_flow:control_flow_ops_py_test_cpu PASSED in 29.5s Stats over 16 runs: max = 29.5s, min = 6.1s, avg = 9.7s, dev = 5.5s //tensorflow/python/kernel_tests/linalg:matrix_exponential_op_test PASSED in 10.7s Stats over 16 runs: max = 10.7s, min = 4.8s, avg = 6.5s, dev = 1.7s //tensorflow/python/kernel_tests/signal:dct_ops_test_cpu PASSED in 18.5s Stats over 16 runs: max = 18.5s, min = 9.9s, avg = 13.8s, dev = 2.5s //tensorflow/python/ops:image_ops_test_cpu PASSED in 30.4s Stats over 16 runs: max = 30.4s, min = 11.2s, avg = 18.1s, dev = 5.1s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_ft_test PASSED in 64.9s Stats over 17 runs: max = 64.9s, min = 10.6s, avg = 25.1s, dev = 16.5s //tensorflow/python/data/kernel_tests:map_test PASSED in 32.4s Stats over 19 runs: max = 32.4s, min = 11.7s, avg = 22.2s, dev = 5.8s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu PASSED in 11.5s Stats over 20 runs: max = 11.5s, min = 4.7s, avg = 5.7s, dev = 1.4s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu_mlir_bridge_test PASSED in 11.6s Stats over 20 runs: max = 11.6s, min = 4.1s, avg = 5.5s, dev = 1.5s //tensorflow/compiler/tests:pooling_ops_test_cpu PASSED in 11.7s Stats over 20 runs: max = 11.7s, min = 3.8s, avg = 5.9s, dev = 2.0s //tensorflow/compiler/tests:pooling_ops_test_cpu_mlir_bridge_test PASSED in 12.0s Stats over 20 runs: max = 12.0s, min = 4.1s, avg = 5.9s, dev = 2.2s //tensorflow/compiler/tests:stochastic_cast_op_test_cpu PASSED in 12.9s Stats over 20 runs: max = 12.9s, min = 5.7s, avg = 7.0s, dev = 1.5s //tensorflow/compiler/tests:unary_ops_test_cpu PASSED in 26.4s Stats over 20 runs: max = 26.4s, min = 4.2s, avg = 9.6s, dev = 6.6s //tensorflow/compiler/tests:unary_ops_test_cpu_mlir_bridge_test PASSED in 40.1s Stats over 20 runs: max = 40.1s, min = 4.3s, avg = 11.4s, dev = 9.8s //tensorflow/dtensor/python/tests:rng_test_cpu PASSED in 18.3s Stats over 20 runs: max = 18.3s, min = 7.8s, avg = 9.6s, dev = 2.2s //tensorflow/python/autograph/tests:loop_control_flow_test PASSED in 29.7s Stats over 20 runs: max = 29.7s, min = 13.1s, avg = 17.4s, dev = 4.3s //tensorflow/python/kernel_tests:metrics_test PASSED in 43.4s Stats over 20 runs: max = 43.4s, min = 7.6s, avg = 19.2s, dev = 10.2s //tensorflow/python/kernel_tests/array_ops:matrix_band_part_op_test_cpu PASSED in 9.7s Stats over 20 runs: max = 9.7s, min = 3.9s, avg = 4.7s, dev = 1.2s //tensorflow/python/kernel_tests/data_structures:barrier_ops_test PASSED in 12.1s Stats over 20 runs: max = 12.1s, min = 4.1s, avg = 6.4s, dev = 2.6s //tensorflow/python/kernel_tests/linalg:eig_op_test PASSED in 43.1s Stats over 20 runs: max = 43.1s, min = 4.3s, avg = 13.5s, dev = 13.4s //tensorflow/python/kernel_tests/linalg:linalg_grad_test_cpu PASSED in 129.7s Stats over 20 runs: max = 129.7s, min = 37.3s, avg = 70.9s, dev = 26.0s //tensorflow/python/kernel_tests/linalg:norm_op_test_cpu PASSED in 12.4s Stats over 20 runs: max = 12.4s, min = 6.2s, avg = 8.0s, dev = 1.7s //tensorflow/python/kernel_tests/linalg:normalize_op_test_cpu PASSED in 22.4s Stats over 20 runs: max = 22.4s, min = 7.5s, avg = 12.9s, dev = 3.4s //tensorflow/python/kernel_tests/linalg:qr_op_test_cpu PASSED in 246.3s Stats over 20 runs: max = 246.3s, min = 44.5s, avg = 113.3s, dev = 60.7s //tensorflow/python/kernel_tests/linalg:self_adjoint_eig_op_test_cpu PASSED in 24.8s Stats over 20 runs: max = 24.8s, min = 5.7s, avg = 13.0s, dev = 6.8s //tensorflow/python/kernel_tests/math_ops:batch_matmul_op_test_cpu PASSED in 19.4s Stats over 20 runs: max = 19.4s, min = 6.7s, avg = 13.6s, dev = 3.6s //tensorflow/python/kernel_tests/math_ops:matmul_op_test_cpu PASSED in 34.3s Stats over 20 runs: max = 34.3s, min = 20.9s, avg = 26.7s, dev = 3.8s //tensorflow/python/kernel_tests/math_ops:tensordot_op_test_cpu PASSED in 99.3s Stats over 20 runs: max = 99.3s, min = 8.5s, avg = 38.6s, dev = 26.4s //tensorflow/python/kernel_tests/nn_ops:embedding_ops_test_cpu PASSED in 39.2s Stats over 20 runs: max = 39.2s, min = 11.1s, avg = 18.1s, dev = 6.1s //tensorflow/python/data/kernel_tests:interleave_test PASSED in 27.6s Stats over 24 runs: max = 27.6s, min = 10.7s, avg = 17.4s, dev = 4.9s //tensorflow/python/data/kernel_tests:sample_from_datasets_test PASSED in 22.8s Stats over 24 runs: max = 22.8s, min = 5.1s, avg = 10.4s, dev = 5.1s //tensorflow/dtensor/python/tests:multi_device_spmd_test_cpu PASSED in 38.5s Stats over 25 runs: max = 38.5s, min = 24.8s, avg = 30.7s, dev = 3.7s //tensorflow/python/kernel_tests/nn_ops:conv_ops_3d_test_cpu PASSED in 45.8s Stats over 30 runs: max = 45.8s, min = 4.1s, avg = 16.5s, dev = 10.7s //tensorflow/python/data/experimental/kernel_tests/service:data_service_ops_test PASSED in 24.3s Stats over 32 runs: max = 24.3s, min = 5.0s, avg = 10.5s, dev = 4.5s //tensorflow/python/data/experimental/kernel_tests/service:worker_tags_test PASSED in 22.3s Stats over 32 runs: max = 22.3s, min = 4.4s, avg = 10.4s, dev = 4.5s //tensorflow/python/distribute:multi_process_runner_test_2gpu PASSED in 216.1s Stats over 35 runs: max = 216.1s, min = 4.5s, avg = 22.5s, dev = 37.4s //tensorflow/python/distribute:multi_process_runner_test_cpu PASSED in 216.9s Stats over 35 runs: max = 216.9s, min = 4.2s, avg = 22.8s, dev = 37.3s //tensorflow/core/kernels:stochastic_cast_op_test PASSED in 1.7s Stats over 48 runs: max = 1.7s, min = 0.4s, avg = 0.5s, dev = 0.3s //tensorflow/compiler/mlir/quantization/stablehlo/python:quantize_model_test PASSED in 40.7s Stats over 50 runs: max = 40.7s, min = 21.2s, avg = 25.7s, dev = 3.0s //tensorflow/compiler/mlir/quantization/tensorflow/python:quantize_model_test PASSED in 65.5s Stats over 50 runs: max = 65.5s, min = 32.5s, avg = 45.5s, dev = 8.3s //tensorflow/compiler/tests:sort_ops_test_cpu PASSED in 21.4s Stats over 50 runs: max = 21.4s, min = 3.9s, avg = 11.3s, dev = 4.2s //tensorflow/compiler/tests:sort_ops_test_cpu_mlir_bridge_test PASSED in 23.3s Stats over 50 runs: max = 23.3s, min = 3.6s, avg = 11.5s, dev = 4.8s //tensorflow/python/kernel_tests/linalg:linear_operator_circulant_test_cpu PASSED in 92.3s Stats over 50 runs: max = 92.3s, min = 40.4s, avg = 64.1s, dev = 11.8s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_dense_mat_mul_grad_test_cpu PASSED in 20.2s Stats over 50 runs: max = 20.2s, min = 5.3s, avg = 11.5s, dev = 3.9s //tensorflow/python/kernel_tests/math_ops:cwise_ops_binary_test_cpu PASSED in 40.1s Stats over 50 runs: max = 40.1s, min = 11.4s, avg = 22.9s, dev = 8.3s //tensorflow/python/kernel_tests/math_ops:cwise_ops_test_cpu PASSED in 15.4s Stats over 50 runs: max = 15.4s, min = 4.2s, avg = 6.2s, dev = 1.9s Executed 3075 out of 3075 tests: 3075 tests pass. There were tests whose specified size is too big. Use the --test_verbose_timeout_warnings command line option to see which ones these are.