==================== Test output for //tensorflow/python/distribute/failure_handling:gce_failure_handler_test (shard 3 of 8): 2023-06-03 06:27:39.498860: I tensorflow/core/util/port.cc:116] Experimental oneDNN custom operations are on. If you experience issues, please turn them off by setting the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. Running tests under Python 3.10.11: /usr/local/bin/python3 [ RUN ] GceFailureHandlingTest.test_basic_run_test_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 44335 I0603 06:27:45.828422 281473810723712 test_util.py:3796] Using local port 44335 INFO:tensorflow:Using local port 33331 I0603 06:27:45.829193 281473810723712 test_util.py:3796] Using local port 33331 INFO:tensorflow:Using local port 40495 I0603 06:27:45.829691 281473810723712 test_util.py:3796] Using local port 40495 INFO:tensorflow:Using local port 39071 I0603 06:27:45.830168 281473810723712 test_util.py:3796] Using local port 39071 2023-06-03 06:27:46.833670: I tensorflow/core/util/port.cc:116] Experimental oneDNN custom operations are on. If you experience issues, please turn them off by setting the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2023-06-03 06:27:47.143255: I tensorflow/core/util/port.cc:116] Experimental oneDNN custom operations are on. If you experience issues, please turn them off by setting the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. INFO:tensorflow:Cluster starting. I0603 06:27:49.737583 281473810723712 gce_failure_handler_test.py:317] Cluster starting. [worker-0]: I0603 06:27:49.837769 281473589146496 multi_process_runner.py:840] Subprocess with PID 1300699 (worker, 0) is now being started. [worker-0]: I0603 06:27:49.838360 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0603 06:27:49.927403 281473589146496 multi_process_runner.py:840] Subprocess with PID 1300715 (worker, 1) is now being started. [worker-1]: I0603 06:27:49.927985 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:27:49.970327 281473589146496 multi_process_runner.py:840] Subprocess with PID 1300740 (worker, 2) is now being started. [worker-2]: I0603 06:27:49.970929 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0603 06:27:49.987985 281473589146496 multi_process_runner.py:840] Subprocess with PID 1300803 (worker, 3) is now being started. [worker-3]: I0603 06:27:49.988596 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: 2023-06-03 06:27:50.067222: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:40495 [worker-0]: 2023-06-03 06:27:50.083413: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:44335 [worker-0]: 2023-06-03 06:27:50.118079: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 16915640134409842093 [worker-2]: 2023-06-03 06:27:50.118491: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:27:50.125009: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 7727396357482483859 [worker-0]: 2023-06-03 06:27:50.127884: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-3]: 2023-06-03 06:27:50.158153: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39071 [worker-0]: 2023-06-03 06:27:50.166435: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 13564504376039781106 [worker-3]: 2023-06-03 06:27:50.166743: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-06-03 06:27:50.169693: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:33331 [worker-0]: 2023-06-03 06:27:50.184927: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 2286946509866682239 [worker-1]: 2023-06-03 06:27:50.185395: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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-1]: I0603 06:27:50.188089 281473589146496 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]: I0603 06:27:50.192076 281473589146496 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-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]: I0603 06:27:50.188110 281473589146496 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]: 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]: I0603 06:27:50.197715 281473589146496 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]: I0603 06:27:50.270373 281473589146496 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]: I0603 06:27:50.270990 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:27:50.271250 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, 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:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0603 06:27:50.279712 281473589146496 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]: I0603 06:27:50.280369 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:27:50.280635 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, 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:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-3]: I0603 06:27:50.295434 281473589146496 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]: I0603 06:27:50.296322 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: I0603 06:27:50.296269 281473589146496 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Check health not enabled. [worker-3]: I0603 06:27:50.296579 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:27:50.297100 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:27:50.297358 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, 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:Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0603 06:27:50.365455 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:27:50.367627 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0603 06:27:50.368316 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: I0603 06:27:50.365501 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: I0603 06:27:50.375933 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I0603 06:27:50.371026 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-1]: W0603 06:27:50.368679 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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 polling for termination signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-2]: I0603 06:27:50.386433 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: I0603 06:27:50.372182 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: Instructions for updating: [worker-3]: I0603 06:27:50.366873 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0603 06:27:50.387171 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0603 06:27:50.367433 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 0 [worker-1]: I0603 06:27:50.368912 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-0]: I0603 06:27:50.372708 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-0]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0603 06:27:50.367823 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-0]: W0603 06:27:50.373068 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-0]: Instructions for updating: [worker-3]: INFO:tensorflow:Start training at 0 [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: I0603 06:27:50.368083 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-0]: INFO:tensorflow:Start training at 0 [worker-0]: I0603 06:27:50.373304 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W0603 06:27:50.387603 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:27:50.387836 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [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]: I0603 06:27:50.491326 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.517146 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.521448 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.541361 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.634674 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.635700 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.639998 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:27:50.635019 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.726746 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.730771 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.730844 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:27:50.738942 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.810109 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.809542 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.832189 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.832126 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.950397 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.970771 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.971838 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:50.980472 281473589146496 cross_device_ops.py:1152] 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 0xffff986b3910> 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]: W0603 06:27:51.159109 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986b3910> 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]: I0603 06:27:51.174800 281473589146496 cross_device_ops.py:1152] 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 0xffffa06b3910> 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 0xffff906b3910> 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]: W0603 06:27:51.177095 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffffa06b3910> 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]: W0603 06:27:51.182604 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: I0603 06:27:51.187180 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:51.195311 281473589146496 cross_device_ops.py:1152] 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 0xffff986b3910> 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]: W0603 06:27:51.198207 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986b3910> 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]: I0603 06:27:51.209630 281473589146496 cross_device_ops.py:1152] 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 0xffff985b8160> 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]: W0603 06:27:51.277393 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985b8160> 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:epoch 0 finished [worker-3]: I0603 06:27:51.278011 281473589146496 gce_failure_handler_test.py:192] epoch 0 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]: I0603 06:27:51.290562 281473589146496 cross_device_ops.py:1152] 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 0xffff985b4160> 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]: W0603 06:27:51.287813 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985b4160> 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:epoch 0 finished [worker-2]: I0603 06:27:51.288285 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa05b8160> 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]: W0603 06:27:51.287085 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffffa05b8160> 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:epoch 0 finished [worker-0]: I0603 06:27:51.287573 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff00304160> 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]: W0603 06:27:51.287512 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00304160> 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:epoch 0 finished [worker-1]: I0603 06:27:51.287997 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [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]: I0603 06:27:51.305508 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:51.303799 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:51.311522 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Termination notice available. [worker-3]: I0603 06:27:51.378633 281447428256224 gce_failure_handler_test.py:142] Termination notice available. [worker-3]: INFO:tensorflow:Member 3 has received termination notice. [worker-3]: I0603 06:27:51.386778 281447428256224 failure_handling.py:710] Member 3 has received termination notice. [worker-3]: INFO:tensorflow:Termination caught in main thread on preempted worker [worker-3]: I0603 06:27:51.388530 281473589146496 failure_handling.py:1159] Termination caught in main thread on preempted worker [worker-3]: INFO:tensorflow:RUN_TO_CHECKPOINT set to 8 [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: I0603 06:27:51.416841 281447369601504 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-3]: I0603 06:27:51.416193 281473589146496 failure_handling.py:1168] RUN_TO_CHECKPOINT set to 8 [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-3]: I0603 06:27:51.420051 281447436710368 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-3]: INFO:tensorflow:Sigterm acknowledgement from replica 0 received [worker-3]: I0603 06:27:51.421787 281473589146496 failure_handling.py:1177] Sigterm acknowledgement from replica 0 received [worker-3]: INFO:tensorflow:Sigterm acknowledgement from replica 1 received [worker-3]: I0603 06:27:51.422739 281473589146496 failure_handling.py:1177] Sigterm acknowledgement from replica 1 received [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-0]: I0603 06:27:51.416140 281447084257760 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-3]: INFO:tensorflow:Sigterm acknowledgement from replica 2 received [worker-3]: I0603 06:27:51.426422 281473589146496 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-3]: INFO:tensorflow:Sigterm acknowledgement from replica 3 received [worker-3]: I0603 06:27:51.427844 281473589146496 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]: I0603 06:27:51.432752 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:27:51.427191 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:51.438694 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:51.452584 281473589146496 cross_device_ops.py:1152] 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-1]: I0603 06:27:51.458892 281447722054112 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I0603 06:27:51.532375 281473589146496 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: I0603 06:27:51.530756 281473589146496 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I0603 06:27:51.536779 281473589146496 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: I0603 06:27:51.551114 281473589146496 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/workertemp_3/ [worker-3]: I0603 06:27:51.629512 281473589146496 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/workertemp_3/ [worker-3]: INFO:tensorflow:Shut down watcher for one's own termination signal [worker-3]: I0603 06:27:51.629947 281473589146496 failure_handling.py:737] Shut down watcher for one's own termination signal [worker-0]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/ [worker-0]: I0603 06:27:51.635133 281473589146496 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/ [worker-1]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/workertemp_1/ [worker-1]: I0603 06:27:51.638922 281473589146496 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/workertemp_1/ [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I0603 06:27:51.637057 281473589146496 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: I0603 06:27:51.638154 281473589146496 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/workertemp_2/ [worker-2]: I0603 06:27:51.660150 281473589146496 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/a13e83d3b218993e99a2d10fc69081b9s2i0ek1q/tmpa4r7u47i/fh_ckpt/workertemp_2/ [worker-1]: INFO:tensorflow:Shut down watcher for one's own termination signal [worker-1]: I0603 06:27:52.374812 281473589146496 failure_handling.py:737] Shut down watcher for one's own termination signal [worker-1]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-1]: I0603 06:27:52.378182 281473589146496 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: INFO:tensorflow:Shut down watcher for one's own termination signal [worker-0]: I0603 06:27:52.380177 281473589146496 failure_handling.py:737] Shut down watcher for one's own termination signal [worker-1]: I0603 06:27:52.379140 281473589146496 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-0]: I0603 06:27:52.386898 281473589146496 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: I0603 06:27:52.387258 281473589146496 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: INFO:tensorflow:Shut down watcher for one's own termination signal [worker-2]: I0603 06:27:52.446562 281473589146496 failure_handling.py:737] Shut down watcher for one's own termination signal [worker-2]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-2]: I0603 06:27:52.451830 281473589146496 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: I0603 06:27:52.453069 281473589146496 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. INFO:tensorflow:restarting workers I0603 06:27:53.928184 281473810723712 gce_failure_handler_test.py:323] restarting workers INFO:tensorflow:workers restarted I0603 06:27:54.026596 281473810723712 gce_failure_handler_test.py:327] workers restarted [worker-0]: I0603 06:27:54.078407 281473589146496 multi_process_runner.py:840] Subprocess with PID 1305684 (worker, 0) is now being started. [worker-0]: I0603 06:27:54.078953 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0603 06:27:54.130249 281473589146496 multi_process_runner.py:840] Subprocess with PID 1305688 (worker, 1) is now being started. [worker-1]: I0603 06:27:54.130750 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-3]: I0603 06:27:54.156832 281473589146496 multi_process_runner.py:840] Subprocess with PID 1305698 (worker, 3) is now being started. [worker-2]: I0603 06:27:54.168457 281473589146496 multi_process_runner.py:840] Subprocess with PID 1305696 (worker, 2) is now being started. [worker-3]: I0603 06:27:54.157360 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:27:54.168930 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44335", "localhost:33331", "localhost:40495", "localhost:39071"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: 2023-06-03 06:27:54.267493: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:44335 [worker-1]: 2023-06-03 06:27:54.285270: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:33331 [worker-2]: 2023-06-03 06:27:54.322064: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:40495 [worker-3]: 2023-06-03 06:27:54.329481: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39071 [worker-0]: 2023-06-03 06:27:54.347600: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 11882441971101436438 [worker-1]: 2023-06-03 06:27:54.348110: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:27:54.348449: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 6687618042142978987 [worker-3]: 2023-06-03 06:27:54.349082: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:27:54.349683: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 8690336555263312335 [worker-0]: 2023-06-03 06:27:54.357887: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:27:54.360171: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 10931018358363977190 [worker-2]: 2023-06-03 06:27:54.360836: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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]: I0603 06:27:54.363546 281473589146496 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]: I0603 06:27:54.364128 281473589146496 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]: I0603 06:27:54.377370 281473589146496 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-3]: I0603 06:27:54.397140 281473589146496 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]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0603 06:27:54.445820 281473589146496 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]: I0603 06:27:54.446551 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:27:54.446782 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, 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: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-0]: I0603 06:27:54.439058 281473589146496 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-1]: I0603 06:27:54.445911 281473589146496 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-1]: INFO:tensorflow:Check health not enabled. [worker-0]: I0603 06:27:54.439665 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: I0603 06:27:54.446813 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, 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:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:27:54.447035 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:27:54.439913 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, 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:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0603 06:27:54.471065 281473589146496 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]: I0603 06:27:54.471681 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:27:54.471919 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44335', 'localhost:33331', 'localhost:40495', 'localhost:39071']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0603 06:27:54.603567 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I0603 06:27:54.605362 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-3]: I0603 06:27:54.606750 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0603 06:27:54.607764 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: W0603 06:27:54.608196 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: I0603 06:27:54.608946 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: Instructions for updating: [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: I0603 06:27:54.610152 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: INFO:tensorflow:Start training at 8 [worker-3]: I0603 06:27:54.608487 281473589146496 gce_failure_handler_test.py:194] Start training at 8 [worker-3]: INFO:tensorflow:['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [worker-3]: I0603 06:27:54.613607 281473589146496 gce_failure_handler_test.py:203] ['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:27:54.622400 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0603 06:27:54.626363 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0603 06:27:54.627002 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start polling for termination 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: I0603 06:27:54.627860 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: W0603 06:27:54.626868 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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 8 [worker-0]: I0603 06:27:54.627099 281473589146496 gce_failure_handler_test.py:194] Start training at 8 [worker-0]: INFO:tensorflow:['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [worker-0]: I0603 06:27:54.630777 281473589146496 gce_failure_handler_test.py:203] ['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0603 06:27:54.646351 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:27:54.646790 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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 8 [worker-2]: I0603 06:27:54.647017 281473589146496 gce_failure_handler_test.py:194] Start training at 8 [worker-2]: INFO:tensorflow:['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [worker-2]: I0603 06:27:54.650098 281473589146496 gce_failure_handler_test.py:203] ['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [worker-1]: I0603 06:27:54.636345 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:27:54.636833 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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 8 [worker-1]: I0603 06:27:54.637053 281473589146496 gce_failure_handler_test.py:194] Start training at 8 [worker-1]: INFO:tensorflow:['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [worker-1]: I0603 06:27:54.658872 281473589146496 gce_failure_handler_test.py:203] ['ckpt-1.data-00000-of-00001', 'ckpt-1.index', 'checkpoint', 'workertemp_2', 'workertemp_1', 'workertemp_3'] [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]: I0603 06:27:54.735369 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:54.757468 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:54.768242 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:54.839683 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:54.960771 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:54.971029 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:54.980633 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:27:54.981148 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.081317 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.075162 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.091151 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.110948 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.197509 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.194226 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:27:55.195710 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.221107 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 1 finished [worker-0]: I0603 06:27:55.310104 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-3]: INFO:tensorflow:epoch 1 finished [worker-3]: I0603 06:27:55.313386 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-2]: I0603 06:27:55.316546 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-1]: I0603 06:27:55.321829 281473589146496 gce_failure_handler_test.py:192] epoch 1 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]: I0603 06:27:55.331384 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.328653 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.340974 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.350903 281473589146496 cross_device_ops.py:1152] 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 0xffff986cb9a0> 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]: W0603 06:27:55.550208 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986cb9a0> 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 0xffff906cb9a0> 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]: W0603 06:27:55.550020 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906cb9a0> 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 0xffff906cb9a0> 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]: W0603 06:27:55.551528 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906cb9a0> 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 0xffff986cb9a0> 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]: W0603 06:27:55.557532 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986cb9a0> 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:27:55.583419 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:27:55.583241 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.602405 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.654815 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff985c0160> 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]: W0603 06:27:55.718608 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985c0160> 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 0xffff985c4160> 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]: W0603 06:27:55.720688 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985c4160> 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 0xffff00314160> 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 0xffff00314160> 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]: W0603 06:27:55.720499 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00314160> 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]: W0603 06:27:55.717734 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00314160> 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]: I0603 06:27:55.732427 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.753226 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.760769 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:27:55.761168 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.872515 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.893297 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.882730 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:55.872858 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.037125 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.040714 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.053443 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.072510 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.180855 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.207830 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.210497 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.231192 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 2 finished [worker-3]: I0603 06:27:56.312998 281473589146496 gce_failure_handler_test.py:192] epoch 2 finished [worker-0]: INFO:tensorflow:epoch 2 finished [worker-0]: I0603 06:27:56.319929 281473589146496 gce_failure_handler_test.py:192] epoch 2 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]: I0603 06:27:56.331253 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 2 finished [worker-1]: I0603 06:27:56.326865 281473589146496 gce_failure_handler_test.py:192] epoch 2 finished [worker-2]: INFO:tensorflow:epoch 2 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]: I0603 06:27:56.341793 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.351348 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:27:56.336629 281473589146496 gce_failure_handler_test.py:192] epoch 2 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]: I0603 06:27:56.346599 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.461858 281473589146496 cross_device_ops.py:1152] 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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:27:56.481347 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:27:56.480984 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:27:56.500645 281473589146496 cross_device_ops.py:1152] 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-1]: I0603 06:27:56.602427 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:27:56.602169 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.597506 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.608382 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.691246 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.694317 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.694751 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.712217 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.812427 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.813588 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.852941 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.842946 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.947364 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.957973 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:56.956094 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, 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[worker-0]: I0603 06:27:57.112461 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:57.122875 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:27:57.226891 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs 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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]: I0603 06:27:57.891572 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 4 finished [worker-3]: I0603 06:27:57.942260 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: INFO:tensorflow:epoch 4 finished [worker-3]: INFO:tensorflow:Training finished. [worker-1]: INFO:tensorflow:epoch 4 finished [worker-0]: I0603 06:27:57.942362 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-2]: INFO:tensorflow:epoch 4 finished [worker-3]: I0603 06:27:57.942659 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-1]: I0603 06:27:57.942688 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: INFO:tensorflow:Training finished. [worker-2]: I0603 06:27:57.942809 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-1]: INFO:tensorflow:Training finished. [worker-2]: INFO:tensorflow:Training finished. [worker-0]: I0603 06:27:57.942733 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-2]: I0603 06:27:57.943227 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-1]: I0603 06:27:57.943103 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I0603 06:27:57.952702 281473589146496 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-0]: I0603 06:27:57.956391 281473589146496 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:Shut down watcher for one's own termination signal [worker-3]: I0603 06:27:58.686610 281473589146496 failure_handling.py:737] Shut down watcher for one's own termination signal [worker-0]: INFO:tensorflow:Shut down watcher for one's own termination signal [worker-0]: I0603 06:27:58.727796 281473589146496 failure_handling.py:737] Shut down watcher for one's own termination signal I0603 06:28:00.974404 281473810723712 multi_process_runner.py:646] worker-0 exit code: 0 I0603 06:28:00.974707 281473810723712 multi_process_runner.py:646] worker-1 exit code: 0 I0603 06:28:00.974844 281473810723712 multi_process_runner.py:646] worker-2 exit code: 0 I0603 06:28:00.974968 281473810723712 multi_process_runner.py:646] worker-3 exit code: 0 I0603 06:28:00.977092 281473810723712 multi_process_runner.py:662] Joining log reading threads. I0603 06:28:00.977339 281473810723712 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.GceFailureHandlingTest.test_basic_run_test_inputarg_checkpoint_strategyoption_MWMSmultiworker): 15.35s I0603 06:28:01.178152 281473810723712 test_util.py:2464] time(__main__.GceFailureHandlingTest.test_basic_run_test_inputarg_checkpoint_strategyoption_MWMSmultiworker): 15.35s [ OK ] GceFailureHandlingTest.test_basic_run_test_inputarg_checkpoint_strategyoption_MWMSmultiworker [ RUN ] GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using MirroredStrategy with devices ('/device:CPU:0',) I0603 06:28:01.274426 281473810723712 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/device:CPU:0',) INFO:tensorflow:Single-worker MultiWorkerMirroredStrategy with local_devices = ('/device:CPU:0',), communication = CommunicationImplementation.AUTO I0603 06:28:01.275068 281473810723712 collective_all_reduce_strategy.py:446] Single-worker MultiWorkerMirroredStrategy with local_devices = ('/device:CPU:0',), communication = CommunicationImplementation.AUTO INFO:tensorflow:Start polling for termination signal. I0603 06:28:01.318005 281473810723712 failure_handling.py:683] Start polling for termination signal. INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. I0603 06:28:01.336345 281473810723712 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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. W0603 06:28:01.336883 281473810723712 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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 I0603 06:28:01.337089 281473810723712 gce_failure_handler_test.py:194] Start training at 0 WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffff0de97400> 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. W0603 06:28:01.608270 281473810723712 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff0de97400> 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 .wrapped_fn at 0xffff0de97f40> 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. W0603 06:28:01.831024 281473810723712 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff0de97f40> 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 I0603 06:28:01.831563 281473810723712 gce_failure_handler_test.py:192] epoch 0 finished INFO:tensorflow:epoch 1 finished I0603 06:28:02.525526 281473810723712 gce_failure_handler_test.py:192] epoch 1 finished INFO:tensorflow:epoch 2 finished I0603 06:28:02.689666 281473810723712 gce_failure_handler_test.py:192] epoch 2 finished INFO:tensorflow:epoch 3 finished I0603 06:28:02.868401 281473810723712 gce_failure_handler_test.py:192] epoch 3 finished INFO:tensorflow:epoch 4 finished I0603 06:28:03.146582 281473810723712 gce_failure_handler_test.py:192] epoch 4 finished INFO:tensorflow:Training finished. I0603 06:28:03.147016 281473810723712 gce_failure_handler_test.py:244] Training finished. INFO:tensorflow:time(__main__.GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker): 1.98s I0603 06:28:03.158164 281473810723712 test_util.py:2464] time(__main__.GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker): 1.98s [ OK ] GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker [ RUN ] GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using MirroredStrategy with devices ('/device:CPU:0',) I0603 06:28:03.170773 281473810723712 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/device:CPU:0',) INFO:tensorflow:Single-worker MultiWorkerMirroredStrategy with local_devices = ('/device:CPU:0',), communication = CommunicationImplementation.AUTO I0603 06:28:03.171265 281473810723712 collective_all_reduce_strategy.py:446] Single-worker MultiWorkerMirroredStrategy with local_devices = ('/device:CPU:0',), communication = CommunicationImplementation.AUTO INFO:tensorflow:Start polling for termination signal. I0603 06:28:03.189343 281473810723712 failure_handling.py:683] Start polling for termination signal. INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. I0603 06:28:03.189979 281473810723712 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. INFO:tensorflow:Start training at 0 I0603 06:28:03.190281 281473810723712 gce_failure_handler_test.py:194] Start training at 0 INFO:tensorflow:epoch 0 finished I0603 06:28:03.370462 281473810723712 gce_failure_handler_test.py:192] epoch 0 finished INFO:tensorflow:epoch 1 finished I0603 06:28:03.541671 281473810723712 gce_failure_handler_test.py:192] epoch 1 finished INFO:tensorflow:epoch 2 finished I0603 06:28:03.698532 281473810723712 gce_failure_handler_test.py:192] epoch 2 finished INFO:tensorflow:epoch 3 finished I0603 06:28:03.887637 281473810723712 gce_failure_handler_test.py:192] epoch 3 finished INFO:tensorflow:epoch 4 finished I0603 06:28:04.049412 281473810723712 gce_failure_handler_test.py:192] epoch 4 finished INFO:tensorflow:Training finished. I0603 06:28:04.049849 281473810723712 gce_failure_handler_test.py:244] Training finished. INFO:tensorflow:time(__main__.GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker): 0.89s I0603 06:28:04.055120 281473810723712 test_util.py:2464] time(__main__.GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker): 0.89s [ OK ] GceFailureHandlingTest.test_grace_period_continue_training_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker [ RUN ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 43233 I0603 06:28:04.059929 281473810723712 test_util.py:3796] Using local port 43233 INFO:tensorflow:Using local port 45571 I0603 06:28:04.060414 281473810723712 test_util.py:3796] Using local port 45571 INFO:tensorflow:Using local port 38491 I0603 06:28:04.060749 281473810723712 test_util.py:3796] Using local port 38491 INFO:tensorflow:Using local port 38471 I0603 06:28:04.061067 281473810723712 test_util.py:3796] Using local port 38471 INFO:tensorflow:Cluster starting. I0603 06:28:04.080628 281473810723712 gce_failure_handler_test.py:405] Cluster starting. [worker-0]: I0603 06:28:04.198675 281473589146496 multi_process_runner.py:840] Subprocess with PID 1352802 (worker, 0) is now being started. [worker-0]: I0603 06:28:04.199087 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0603 06:28:04.208832 281473589146496 multi_process_runner.py:840] Subprocess with PID 1352877 (worker, 1) is now being started. [worker-1]: I0603 06:28:04.209229 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:28:04.211051 281473589146496 multi_process_runner.py:840] Subprocess with PID 1352907 (worker, 2) is now being started. [worker-2]: I0603 06:28:04.211397 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0603 06:28:04.229150 281473589146496 multi_process_runner.py:840] Subprocess with PID 1352913 (worker, 3) is now being started. [worker-3]: I0603 06:28:04.229519 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: 2023-06-03 06:28:04.245234: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:45571 [worker-2]: 2023-06-03 06:28:04.250784: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:38491 [worker-0]: 2023-06-03 06:28:04.262189: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:43233 [worker-0]: 2023-06-03 06:28:04.267757: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 2563996665698522422 [worker-2]: 2023-06-03 06:28:04.267982: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:28:04.271895: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 12628203177141636191 [worker-0]: 2023-06-03 06:28:04.272397: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:28:04.293928: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 10383032658226058893 [worker-1]: 2023-06-03 06:28:04.295001: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-3]: 2023-06-03 06:28:04.316871: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:38471 [worker-0]: 2023-06-03 06:28:04.326677: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 11613983057452262443 [worker-3]: 2023-06-03 06:28:04.327566: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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-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-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]: 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]: I0603 06:28:04.329497 281473589146496 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]: I0603 06:28:04.329488 281473589146496 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]: I0603 06:28:04.329546 281473589146496 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]: I0603 06:28:04.329679 281473589146496 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]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-1]: I0603 06:28:04.389753 281473589146496 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: I0603 06:28:04.389760 281473589146496 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-1]: INFO:tensorflow:Check health not enabled. [worker-3]: I0603 06:28:04.390194 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-1]: I0603 06:28:04.390193 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:28:04.390368 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:28:04.390367 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0603 06:28:04.391118 281473589146496 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]: I0603 06:28:04.391567 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:28:04.391737 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:28:04.391146 281473589146496 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]: I0603 06:28:04.391552 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:28:04.391723 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, 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]: I0603 06:28:04.435050 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0603 06:28:04.442325 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0603 06:28:04.442338 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-0]: I0603 06:28:04.443589 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: INFO:tensorflow:Start polling for termination signal. [worker-2]: I0603 06:28:04.456708 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-3]: I0603 06:28:04.499686 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: Exception in thread WorkerTerminationSignalWatcher-2: [worker-2]: Traceback (most recent call last): [worker-2]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: self.run() [worker-2]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-2]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-2]: if self._termination_watcher_fn(): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: elif frequent_send and not maintenance_event.is_set(): [worker-2]: AttributeError: 'str' object has no attribute 'is_set' [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0603 06:28:04.500267 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:04.500615 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:04.500775 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-3]: Exception in thread WorkerTerminationSignalWatcher-3: [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-3]: self.run() [worker-3]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: self._target(*self._args, **self._kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-3]: if self._termination_watcher_fn(): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-0]: Exception in thread WorkerTerminationSignalWatcher-0: [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-0]: self.run() [worker-0]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: elif frequent_send and not maintenance_event.is_set(): [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-0]: if self._termination_watcher_fn(): [worker-3]: AttributeError: 'str' object has no attribute 'is_set' [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: I0603 06:28:04.516181 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: Instructions for updating: [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: I0603 06:28:04.540076 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: W0603 06:28:04.516499 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-0]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:Start training at 0 [worker-3]: I0603 06:28:04.516659 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-0]: W0603 06:28:04.540422 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:04.540582 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0603 06:28:04.569376 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:28:04.606256 281473589146496 failure_handling.py:683] Start polling for termination signal. [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]: I0603 06:28:04.622085 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: Exception in thread WorkerTerminationSignalWatcher-1: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: self.run() [worker-1]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-1]: I0603 06:28:04.626377 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:04.627406 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:04.627591 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: if self._termination_watcher_fn(): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-1]: elif frequent_send and not maintenance_event.is_set(): [worker-1]: AttributeError: 'str' object has no attribute 'is_set' [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]: I0603 06:28:04.784327 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:04.788183 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:04.778309 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:04.920122 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:04.920445 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:04.920133 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:04.952752 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.036469 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.040302 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.044281 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.046903 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.110638 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.124065 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.117628 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.191926 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.308777 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.305868 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.329597 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.353146 281473589146496 cross_device_ops.py:1152] 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 0xffff906b3910> 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 0xffff906b3910> 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 0xffff906b3910> 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]: W0603 06:28:05.399191 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: W0603 06:28:05.399271 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: W0603 06:28:05.399423 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: I0603 06:28:05.407568 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.407513 281473589146496 cross_device_ops.py:1152] 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 0xffff906b3910> 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]: W0603 06:28:05.416345 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: I0603 06:28:05.424386 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.425165 281473589146496 cross_device_ops.py:1152] 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 0xffff00300160> 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]: W0603 06:28:05.485594 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00300160> 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:epoch 0 finished [worker-3]: I0603 06:28:05.485949 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff00300160> 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]: W0603 06:28:05.486781 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00300160> 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:epoch 0 finished [worker-0]: I0603 06:28:05.487126 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff0030c160> 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]: W0603 06:28:05.487375 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff0030c160> 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:epoch 0 finished [worker-2]: I0603 06:28:05.487719 281473589146496 gce_failure_handler_test.py:192] epoch 0 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]: I0603 06:28:05.493973 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.495261 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.497493 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff00304160> 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]: W0603 06:28:05.506369 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00304160> 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:epoch 0 finished [worker-1]: I0603 06:28:05.506746 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [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]: I0603 06:28:05.514578 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:05.573961 281473589146496 cross_device_ops.py:1152] 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 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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]: I0603 06:28:05.907735 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 1 finished [worker-2]: I0603 06:28:05.961722 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-3]: INFO:tensorflow:epoch 1 finished [worker-0]: I0603 06:28:05.961467 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-3]: I0603 06:28:05.961323 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-1]: I0603 06:28:05.965659 281473589146496 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06:28:06.029291 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:06.029329 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:06.032576 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:06.042286 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:06.143979 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:06.150340 281473589146496 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[worker-3]: I0603 06:28:07.778019 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-1]: INFO:tensorflow:epoch 4 finished [worker-1]: I0603 06:28:07.779244 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-2]: INFO:tensorflow:epoch 4 finished [worker-1]: INFO:tensorflow:Training finished. [worker-1]: I0603 06:28:07.779519 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-2]: I0603 06:28:07.779466 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I0603 06:28:07.779724 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-0]: INFO:tensorflow:epoch 4 finished [worker-0]: I0603 06:28:07.778194 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: INFO:tensorflow:Training finished. [worker-0]: I0603 06:28:07.778467 281473589146496 gce_failure_handler_test.py:244] Training finished. INFO:tensorflow:restarting workers I0603 06:28:09.247859 281473810723712 gce_failure_handler_test.py:411] restarting workers INFO:tensorflow:workers restarted I0603 06:28:09.308137 281473810723712 gce_failure_handler_test.py:415] workers restarted [worker-2]: I0603 06:28:09.537028 281473589146496 multi_process_runner.py:840] Subprocess with PID 1381424 (worker, 2) is now being started. [worker-2]: I0603 06:28:09.537398 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: I0603 06:28:09.579276 281473589146496 multi_process_runner.py:840] Subprocess with PID 1381334 (worker, 0) is now being started. [worker-3]: I0603 06:28:09.579904 281473589146496 multi_process_runner.py:840] Subprocess with PID 1381545 (worker, 3) is now being started. [worker-3]: I0603 06:28:09.580242 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: I0603 06:28:09.579704 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0603 06:28:09.717442 281473589146496 multi_process_runner.py:840] Subprocess with PID 1381385 (worker, 1) is now being started. [worker-1]: I0603 06:28:09.717792 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43233", "localhost:45571", "localhost:38491", "localhost:38471"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-3]: 2023-06-03 06:28:09.750504: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:38471 [worker-2]: 2023-06-03 06:28:09.836690: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:38491 [worker-0]: 2023-06-03 06:28:09.902574: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:43233 [worker-0]: 2023-06-03 06:28:09.910437: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 11501698039779237330 [worker-2]: 2023-06-03 06:28:09.910681: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:28:09.950705: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 12894228688807858964 [worker-0]: 2023-06-03 06:28:09.951425: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-06-03 06:28:10.036601: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:45571 [worker-0]: 2023-06-03 06:28:10.041901: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 8786326089730158033 [worker-1]: 2023-06-03 06:28:10.042092: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:28:10.752921: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 12608734213572505054 [worker-3]: 2023-06-03 06:28:10.753148: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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-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]: 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-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-1]: I0603 06:28:10.755271 281473589146496 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]: I0603 06:28:10.756595 281473589146496 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]: I0603 06:28:10.755345 281473589146496 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]: I0603 06:28:10.755279 281473589146496 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]: I0603 06:28:10.822617 281473589146496 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]: I0603 06:28:10.823107 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:28:10.823281 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0603 06:28:10.823509 281473589146496 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]: I0603 06:28:10.823976 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:28:10.824150 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, 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:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0603 06:28:10.822755 281473589146496 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]: I0603 06:28:10.823294 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:28:10.823477 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, 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:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0603 06:28:10.840108 281473589146496 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]: I0603 06:28:10.840571 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:28:10.840747 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43233', 'localhost:45571', 'localhost:38491', 'localhost:38471']}, 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:Start watcher for peer's signal. [worker-0]: I0603 06:28:10.909000 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-0]: I0603 06:28:10.909986 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: Exception in thread WorkerTerminationSignalWatcher-0: [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0603 06:28:10.910582 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:10.910915 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:10.911407 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-0]: self.run() [worker-0]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-0]: if self._termination_watcher_fn(): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-0]: elif frequent_send and not maintenance_event.is_set(): [worker-0]: AttributeError: 'str' object has no attribute 'is_set' [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0603 06:28:10.925184 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0603 06:28:10.931535 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-3]: I0603 06:28:10.932588 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: Exception in thread WorkerTerminationSignalWatcher-3: [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-3]: self.run() [worker-3]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: self._target(*self._args, **self._kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-3]: if self._termination_watcher_fn(): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: AttributeError: 'str' object has no attribute 'is_set' [worker-2]: I0603 06:28:10.935181 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0603 06:28:10.934663 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:10.934994 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:10.935163 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:28:10.943394 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: INFO:tensorflow:Start polling for termination signal. [worker-2]: I0603 06:28:10.946465 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: Exception in thread WorkerTerminationSignalWatcher-2: [worker-2]: Traceback (most recent call last): [worker-2]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: self.run() [worker-2]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0603 06:28:10.947711 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:10.948063 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:10.948235 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-2]: if self._termination_watcher_fn(): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: elif frequent_send and not maintenance_event.is_set(): [worker-2]: AttributeError: 'str' object has no attribute 'is_set' [worker-1]: Exception in thread WorkerTerminationSignalWatcher-1: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-1]: self.run() [worker-1]: File "/usr/lib/python3.10/threading.py", line 953, 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: if self._termination_watcher_fn(): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-1]: elif frequent_send and not maintenance_event.is_set(): [worker-1]: AttributeError: 'str' object has no attribute 'is_set' [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0603 06:28:10.958164 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:10.958527 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:10.958696 281473589146496 gce_failure_handler_test.py:194] 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]: I0603 06:28:11.016322 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.096006 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.128624 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.136368 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.248270 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:11.247439 281473589146496 cross_device_ops.py:1152] 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-3]: I0603 06:28:11.261072 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:28:11.260349 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.385903 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.400824 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.425760 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:28:11.420084 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.544759 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.553611 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.544857 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.560536 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.618276 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.625422 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.625757 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.660580 281473589146496 cross_device_ops.py:1152] 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 0xffff906b3910> 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]: W0603 06:28:11.726486 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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 0xffff986b3910> 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]: I0603 06:28:11.734715 281473589146496 cross_device_ops.py:1152] 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 0xffffa06b3910> 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 0xffffa06b3910> 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]: W0603 06:28:11.736475 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffffa06b3910> 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]: W0603 06:28:11.731731 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffffa06b3910> 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]: W0603 06:28:11.726775 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986b3910> 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-0]: I0603 06:28:11.736642 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:28:11.739931 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.744899 281473589146496 cross_device_ops.py:1152] 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 0xffff00304160> 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]: W0603 06:28:11.806557 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00304160> 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 0xffff985b4160> 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:epoch 0 finished [worker-0]: W0603 06:28:11.806933 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985b4160> 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]: I0603 06:28:11.806936 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-0]: INFO:tensorflow:epoch 0 finished [worker-0]: I0603 06:28:11.807366 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa05b4160> 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 0xffffa05b4160> 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]: W0603 06:28:11.811969 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffffa05b4160> 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]: W0603 06:28:11.817062 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffffa05b4160> 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:epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-1]: I0603 06:28:11.812333 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-2]: I0603 06:28:11.817446 281473589146496 gce_failure_handler_test.py:192] epoch 0 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]: I0603 06:28:11.828068 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.842809 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.850697 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.867501 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.967422 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.980389 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:11.976654 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:28:11.980504 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.034472 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.041227 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.033761 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.050615 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.119313 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.119658 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:28:12.119873 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.125477 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.204401 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:28:12.204806 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.201730 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:12.205162 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.271715 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.272778 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:28:12.272813 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.274555 281473589146496 cross_device_ops.py:1152] 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-1]: INFO:tensorflow:epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-3]: I0603 06:28:12.329132 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-1]: I0603 06:28:12.329202 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-0]: I0603 06:28:12.329084 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-2]: I0603 06:28:12.329354 281473589146496 gce_failure_handler_test.py:192] 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]: I0603 06:28:12.338516 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.342494 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.337836 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.337430 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:Termination notice available. I0603 06:28:12.406269 281462921949664 gce_failure_handler_test.py:142] Termination notice available. INFO:tensorflow:Member single_worker has received termination notice. I0603 06:28:12.406673 281462921949664 failure_handling.py:701] Member single_worker has received termination notice. Exception ignored in: 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 775, in __del__ self._stop_poll_termination_signal_thread() File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 734, in _stop_poll_termination_signal_thread [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 self._poll_termination_signal_thread.join() File "/usr/lib/python3.10/threading.py", line 1093, in join raise RuntimeError("cannot join current thread") RuntimeError: cannot join current thread [worker-1]: I0603 06:28:12.407572 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.407016 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:12.408585 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.422378 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.485509 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.490638 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.510662 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.510962 281473589146496 cross_device_ops.py:1152] 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-1]: I0603 06:28:12.600522 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:28:12.600224 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.601125 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.650735 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.705729 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.707314 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.707471 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.737660 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.799864 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:28:12.800093 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.810409 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.825539 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 2 finished [worker-1]: INFO:tensorflow:epoch 2 finished [worker-3]: I0603 06:28:12.873394 281473589146496 gce_failure_handler_test.py:192] epoch 2 finished [worker-1]: I0603 06:28:12.873487 281473589146496 gce_failure_handler_test.py:192] epoch 2 finished [worker-0]: INFO:tensorflow:epoch 2 finished [worker-0]: I0603 06:28:12.878268 281473589146496 gce_failure_handler_test.py:192] epoch 2 finished [worker-2]: INFO:tensorflow:epoch 2 finished [worker-2]: I0603 06:28:12.886305 281473589146496 gce_failure_handler_test.py:192] epoch 2 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]: I0603 06:28:12.888039 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.900581 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.900623 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:12.920124 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:13.010308 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:13.060930 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:13.042517 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:13.261588 281473589146496 cross_device_ops.py:1152] 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-0]: I0603 06:28:13.350877 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:13.366323 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:28:13.350324 281473589146496 cross_device_ops.py:1152] 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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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 4 finished [worker-3]: I0603 06:28:15.041429 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-3]: INFO:tensorflow:Training finished. [worker-3]: I0603 06:28:15.041728 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-1]: INFO:tensorflow:epoch 4 finished [worker-1]: I0603 06:28:15.048581 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-1]: INFO:tensorflow:Training finished. [worker-2]: INFO:tensorflow:epoch 4 finished [worker-0]: INFO:tensorflow:epoch 4 finished [worker-1]: I0603 06:28:15.048869 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-2]: I0603 06:28:15.048855 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: I0603 06:28:15.049414 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-2]: INFO:tensorflow:Training finished. [worker-0]: INFO:tensorflow:Training finished. [worker-2]: I0603 06:28:15.049229 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-0]: I0603 06:28:15.049751 281473589146496 gce_failure_handler_test.py:244] Training finished. I0603 06:28:15.264045 281473810723712 multi_process_runner.py:646] worker-0 exit code: 0 I0603 06:28:15.264381 281473810723712 multi_process_runner.py:646] worker-1 exit code: 0 I0603 06:28:15.264517 281473810723712 multi_process_runner.py:646] worker-2 exit code: 0 I0603 06:28:15.264642 281473810723712 multi_process_runner.py:646] worker-3 exit code: 0 I0603 06:28:15.267362 281473810723712 multi_process_runner.py:662] Joining log reading threads. I0603 06:28:15.267603 281473810723712 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker): 11.54s I0603 06:28:15.603340 281473810723712 test_util.py:2464] time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker): 11.54s [ OK ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker [ RUN ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 44079 I0603 06:28:15.605559 281473810723712 test_util.py:3796] Using local port 44079 INFO:tensorflow:Using local port 40767 I0603 06:28:15.605943 281473810723712 test_util.py:3796] Using local port 40767 INFO:tensorflow:Using local port 33341 I0603 06:28:15.606288 281473810723712 test_util.py:3796] Using local port 33341 INFO:tensorflow:Using local port 39427 I0603 06:28:15.606619 281473810723712 test_util.py:3796] Using local port 39427 INFO:tensorflow:Cluster starting. I0603 06:28:15.646960 281473810723712 gce_failure_handler_test.py:405] Cluster starting. [worker-0]: I0603 06:28:15.881666 281473589146496 multi_process_runner.py:840] Subprocess with PID 1412121 (worker, 0) is now being started. [worker-0]: I0603 06:28:15.882124 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-0]: 2023-06-03 06:28:15.945997: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:44079 [worker-1]: I0603 06:28:15.964378 281473589146496 multi_process_runner.py:840] Subprocess with PID 1412175 (worker, 1) is now being started. [worker-1]: I0603 06:28:15.964819 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-3]: I0603 06:28:15.975062 281473589146496 multi_process_runner.py:840] Subprocess with PID 1412195 (worker, 3) is now being started. [worker-2]: I0603 06:28:15.974448 281473589146496 multi_process_runner.py:840] Subprocess with PID 1412191 (worker, 2) is now being started. [worker-3]: I0603 06:28:15.975431 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:28:15.974885 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: 2023-06-03 06:28:15.987399: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 3604369930247503158 [worker-0]: 2023-06-03 06:28:15.987957: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-06-03 06:28:16.084328: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:40767 [worker-0]: 2023-06-03 06:28:16.097563: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 118567009842845371 [worker-1]: 2023-06-03 06:28:16.097803: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-2]: 2023-06-03 06:28:16.171811: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:33341 [worker-0]: 2023-06-03 06:28:16.251504: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 14225979020658968598 [worker-2]: 2023-06-03 06:28:16.251842: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-3]: 2023-06-03 06:28:16.325304: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39427 [worker-0]: 2023-06-03 06:28:16.370270: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 7089973790949331942 [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]: I0603 06:28:16.394945 281473589146496 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]: 2023-06-03 06:28:16.376977: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [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]: I0603 06:28:16.395023 281473589146496 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]: I0603 06:28:16.397681 281473589146496 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-3]: I0603 06:28:16.418894 281473589146496 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:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0603 06:28:16.509771 281473589146496 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]: I0603 06:28:16.510338 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:28:16.510516 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, 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]: I0603 06:28:16.513736 281473589146496 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]: I0603 06:28:16.514289 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:28:16.514461 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, 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]: I0603 06:28:16.580190 281473589146496 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]: I0603 06:28:16.580692 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:28:16.580869 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0603 06:28:16.622099 281473589146496 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]: I0603 06:28:16.622653 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:28:16.622835 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0603 06:28:16.707298 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start polling for termination signal. [worker-2]: I0603 06:28:16.708150 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: Exception in thread WorkerTerminationSignalWatcher-2: [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0603 06:28:16.708592 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: Traceback (most recent call last): [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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:16.708951 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: INFO:tensorflow:Start training at 0 [worker-2]: I0603 06:28:16.709180 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: self.run() [worker-2]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-2]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-2]: if self._termination_watcher_fn(): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: elif frequent_send and not maintenance_event.is_set(): [worker-2]: AttributeError: 'str' object has no attribute 'is_set' [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0603 06:28:16.716524 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-0]: I0603 06:28:16.717340 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: Exception in thread WorkerTerminationSignalWatcher-0: [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-0]: I0603 06:28:16.717850 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:16.718403 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0603 06:28:16.718649 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: I0603 06:28:16.719899 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:28:16.721132 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-1]: Exception in thread WorkerTerminationSignalWatcher-1: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-1]: self.run() [worker-1]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-0]: self.run() [worker-0]: File "/usr/lib/python3.10/threading.py", line 953, 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-0]: self._target(*self._args, **self._kwargs) [worker-1]: if self._termination_watcher_fn(): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-0]: if self._termination_watcher_fn(): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-1]: elif frequent_send and not maintenance_event.is_set(): [worker-0]: elif frequent_send and not maintenance_event.is_set(): [worker-1]: AttributeError: 'str' object has no attribute 'is_set' [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: AttributeError: 'str' object has no attribute 'is_set' [worker-1]: I0603 06:28:16.723007 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:16.723340 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:16.723509 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-3]: I0603 06:28:16.719843 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-3]: I0603 06:28:16.720654 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: Exception in thread WorkerTerminationSignalWatcher-3: [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-3]: self.run() [worker-3]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: self._target(*self._args, **self._kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-3]: if self._termination_watcher_fn(): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-3]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0603 06:28:16.722597 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:16.722891 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:16.723058 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [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]: I0603 06:28:16.819295 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:16.823617 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:16.820452 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:16.847744 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:16.918930 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:16.935439 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:16.935487 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:28:16.919908 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:16.998211 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.006067 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.010623 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.047869 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.133255 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.133606 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.139434 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.168001 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.283648 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.283128 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:28:17.284398 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.300934 281473589146496 cross_device_ops.py:1152] 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 0xffff9c633910> 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]: W0603 06:28:17.378794 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff9c633910> 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 0xffffa06b3910> 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]: W0603 06:28:17.390007 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffffa06b3910> 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 0xffff906b3910> 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 0xffff90cc3910> 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]: W0603 06:28:17.389850 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: W0603 06:28:17.390046 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff90cc3910> 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]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:17.388024 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:28:17.401012 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.411433 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.421057 281473589146496 cross_device_ops.py:1152] 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 0xffff9c538160> 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 0xffff00308160> 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 0xffff90bc4160> 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]: W0603 06:28:17.500891 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff9c538160> 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]: W0603 06:28:17.501029 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00308160> 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]: W0603 06:28:17.501246 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff90bc4160> 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:epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-0]: I0603 06:28:17.501284 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-1]: I0603 06:28:17.501442 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-2]: I0603 06:28:17.501627 281473589146496 gce_failure_handler_test.py:192] 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-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]: I0603 06:28:17.510105 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:28:17.510226 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:28:17.510028 281473589146496 cross_device_ops.py:1152] 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 0xffffa05b8160> 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]: W0603 06:28:17.515616 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffffa05b8160> 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:epoch 0 finished [worker-3]: I0603 06:28:17.516042 281473589146496 gce_failure_handler_test.py:192] epoch 0 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]: I0603 06:28:17.529651 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.597974 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.615231 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.611495 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:17.640825 281473589146496 cross_device_ops.py:1152] Collective all_reduce 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= 1 [worker-0]: I0603 06:28:20.200919 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:28:20.206098 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:20.240957 281473589146496 cross_device_ops.py:1152] 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, 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[worker-3]: I0603 06:28:22.127841 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-0]: INFO:tensorflow:epoch 4 finished [worker-0]: I0603 06:28:22.129957 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: INFO:tensorflow:Training finished. [worker-0]: I0603 06:28:22.130235 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-1]: INFO:tensorflow:epoch 4 finished [worker-1]: I0603 06:28:22.134015 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-1]: INFO:tensorflow:Training finished. [worker-1]: I0603 06:28:22.134315 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-2]: INFO:tensorflow:epoch 4 finished [worker-2]: I0603 06:28:22.134947 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I0603 06:28:22.135234 281473589146496 gce_failure_handler_test.py:244] Training finished. INFO:tensorflow:restarting workers I0603 06:28:24.746329 281473810723712 gce_failure_handler_test.py:411] restarting workers INFO:tensorflow:workers restarted I0603 06:28:24.784498 281473810723712 gce_failure_handler_test.py:415] workers restarted [worker-1]: I0603 06:28:24.859245 281473589146496 multi_process_runner.py:840] Subprocess with PID 1455090 (worker, 1) is now being started. [worker-1]: I0603 06:28:24.859615 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-3]: I0603 06:28:24.871074 281473589146496 multi_process_runner.py:840] Subprocess with PID 1455491 (worker, 3) is now being started. [worker-3]: I0603 06:28:24.871452 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:28:24.904053 281473589146496 multi_process_runner.py:840] Subprocess with PID 1455275 (worker, 2) is now being started. [worker-2]: I0603 06:28:24.904424 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: I0603 06:28:24.905857 281473589146496 multi_process_runner.py:840] Subprocess with PID 1454789 (worker, 0) is now being started. [worker-0]: I0603 06:28:24.906250 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:44079", "localhost:40767", "localhost:33341", "localhost:39427"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-3]: 2023-06-03 06:28:24.948348: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39427 [worker-2]: 2023-06-03 06:28:24.974405: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:33341 [worker-1]: 2023-06-03 06:28:24.993864: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:40767 [worker-0]: 2023-06-03 06:28:25.076819: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:44079 [worker-0]: 2023-06-03 06:28:25.137824: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 7567162714760137717 [worker-0]: 2023-06-03 06:28:25.137909: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 16831602700400780941 [worker-1]: 2023-06-03 06:28:25.145463: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-2]: 2023-06-03 06:28:25.145462: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:28:25.152025: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 8314445614892004317 [worker-3]: 2023-06-03 06:28:25.152579: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:28:25.162314: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 3066532438859121544 [worker-0]: 2023-06-03 06:28:25.163088: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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-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-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]: I0603 06:28:25.165549 281473589146496 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]: I0603 06:28:25.165462 281473589146496 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]: 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]: I0603 06:28:25.165581 281473589146496 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]: I0603 06:28:25.182507 281473589146496 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:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0603 06:28:25.230169 281473589146496 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]: I0603 06:28:25.230611 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:28:25.230796 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I0603 06:28:25.247775 281473589146496 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]: I0603 06:28:25.249026 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:28:25.249710 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0603 06:28:25.247533 281473589146496 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]: I0603 06:28:25.247970 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:28:25.248140 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, 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:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0603 06:28:25.271961 281473589146496 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]: I0603 06:28:25.272587 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:28:25.272776 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:44079', 'localhost:40767', 'localhost:33341', 'localhost:39427']}, 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:Start watcher for peer's signal. [worker-3]: I0603 06:28:25.450615 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-3]: I0603 06:28:25.451278 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: Exception in thread WorkerTerminationSignalWatcher-3: [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-3]: self.run() [worker-3]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-0]: I0603 06:28:25.462023 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: self._target(*self._args, **self._kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-3]: if self._termination_watcher_fn(): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-3]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0603 06:28:25.468142 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:25.468509 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:25.468672 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-0]: I0603 06:28:25.472380 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: Exception in thread WorkerTerminationSignalWatcher-0: [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-0]: self.run() [worker-0]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: if self._termination_watcher_fn(): [worker-1]: I0603 06:28:25.476293 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:28:25.477074 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-0]: elif frequent_send and not maintenance_event.is_set(): [worker-0]: AttributeError: 'str' object has no attribute 'is_set' [worker-0]: I0603 06:28:25.473028 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:25.475155 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:25.475348 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0603 06:28:25.501390 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: Exception in thread WorkerTerminationSignalWatcher-1: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-1]: self.run() [worker-1]: File "/usr/lib/python3.10/threading.py", line 953, 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: if self._termination_watcher_fn(): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-1]: elif frequent_send and not maintenance_event.is_set(): [worker-1]: AttributeError: 'str' object has no attribute 'is_set' [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0603 06:28:25.498904 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:25.499273 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:25.499439 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: INFO:tensorflow:Start polling for termination signal. [worker-2]: I0603 06:28:25.537560 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: Exception in thread WorkerTerminationSignalWatcher-2: [worker-2]: Traceback (most recent call last): [worker-2]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: self.run() [worker-2]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-2]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-2]: if self._termination_watcher_fn(): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: elif frequent_send and not maintenance_event.is_set(): [worker-2]: AttributeError: 'str' object has no attribute 'is_set' [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0603 06:28:25.555100 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:28:25.555498 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:28:25.555660 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [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]: I0603 06:28:25.596286 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.594618 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.613988 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.665883 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.758957 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.754448 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.770047 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:28:25.770044 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.822008 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.822566 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:28:25.822541 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:28:25.822081 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.920835 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.941431 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.935332 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:25.952308 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:26.115923 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:26.142216 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:26.150597 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:26.164428 281473589146496 cross_device_ops.py:1152] 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 0xffff986b3910> 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 0xffff00303910> 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]: W0603 06:28:26.254700 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff00303910> 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]: W0603 06:28:26.248486 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986b3910> 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 0xffff986af910> 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]: W0603 06:28:26.265817 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986af910> 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]: I0603 06:28:26.270827 281473589146496 cross_device_ops.py:1152] 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 0xffff906af910> 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]: W0603 06:28:26.260460 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906af910> 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]: I0603 06:28:26.450669 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:26.470858 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:26.490937 281473589146496 cross_device_ops.py:1152] 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 0xffff985b4160> 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]: W0603 06:28:26.619536 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985b4160> 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:epoch 0 finished [worker-3]: I0603 06:28:26.619895 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff00200160> 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]: W0603 06:28:26.627025 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00200160> 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 0xffff00308160> 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:epoch 0 finished [worker-1]: W0603 06:28:26.628188 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00308160> 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]: I0603 06:28:26.627400 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished [worker-1]: I0603 06:28:26.628539 281473589146496 gce_failure_handler_test.py:192] 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-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff985b8160> 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]: I0603 06:28:26.650566 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: W0603 06:28:26.646913 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985b8160> 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:epoch 0 finished [worker-2]: I0603 06:28:26.647270 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [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]: I0603 06:28:26.654920 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:28:26.650295 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:26.674240 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:27.008358 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:27.030701 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:27.031888 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:28:27.060158 281473589146496 cross_device_ops.py:1152] 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, 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[worker-3]: I0603 06:28:30.550827 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-0]: INFO:tensorflow:epoch 4 finished [worker-0]: I0603 06:28:30.557744 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: INFO:tensorflow:Training finished. [worker-0]: I0603 06:28:30.558026 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-2]: INFO:tensorflow:epoch 4 finished [worker-2]: I0603 06:28:30.571203 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I0603 06:28:30.571486 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-1]: INFO:tensorflow:epoch 4 finished [worker-1]: I0603 06:28:30.573470 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-1]: INFO:tensorflow:Training finished. [worker-1]: I0603 06:28:30.573731 281473589146496 gce_failure_handler_test.py:244] Training finished. I0603 06:28:30.778137 281473810723712 multi_process_runner.py:646] worker-0 exit code: 0 I0603 06:28:30.778458 281473810723712 multi_process_runner.py:646] worker-1 exit code: 0 I0603 06:28:30.778599 281473810723712 multi_process_runner.py:646] worker-2 exit code: 0 I0603 06:28:30.778721 281473810723712 multi_process_runner.py:646] worker-3 exit code: 0 I0603 06:28:30.781724 281473810723712 multi_process_runner.py:662] Joining log reading threads. I0603 06:28:30.782030 281473810723712 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker): 15.34s I0603 06:28:30.939753 281473810723712 test_util.py:2464] time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker): 15.34s [ OK ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_False_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker [ RUN ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 41357 I0603 06:28:30.941744 281473810723712 test_util.py:3796] Using local port 41357 INFO:tensorflow:Using local port 44785 I0603 06:28:30.942188 281473810723712 test_util.py:3796] Using local port 44785 INFO:tensorflow:Using local port 40583 I0603 06:28:30.942524 281473810723712 test_util.py:3796] Using local port 40583 INFO:tensorflow:Using local port 40303 I0603 06:28:30.942838 281473810723712 test_util.py:3796] Using local port 40303 INFO:tensorflow:Cluster starting. I0603 06:28:30.999265 281473810723712 gce_failure_handler_test.py:405] Cluster starting. [worker-0]: I0603 06:28:31.677941 281473589146496 multi_process_runner.py:840] Subprocess with PID 1510411 (worker, 0) is now being started. [worker-1]: I0603 06:28:31.711076 281473589146496 multi_process_runner.py:840] Subprocess with PID 1510418 (worker, 1) is now being started. [worker-0]: I0603 06:28:31.678434 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0603 06:28:31.711569 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:28:31.742446 281473589146496 multi_process_runner.py:840] Subprocess with PID 1510426 (worker, 2) is now being started. [worker-3]: I0603 06:28:31.742702 281473589146496 multi_process_runner.py:840] Subprocess with PID 1510448 (worker, 3) is now being started. [worker-1]: E0603 06:28:31.745835009 1510418 server_chttp2.cc:40] {"created":"@1685773711.745712096","description":"No address added out of total 1 resolved","file":"external/com_github_grpc_grpc/src/core/ext/transport/chttp2/server/chttp2_server.cc","file_line":395,"referenced_errors":[{"created":"@1685773711.745704980","description":"Failed to add any wildcard listeners","file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_posix.cc","file_line":341,"referenced_errors":[{"created":"@1685773711.745676957","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773711.745662156","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]},{"created":"@1685773711.745704080","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773711.745697074","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]}]}]} [worker-2]: I0603 06:28:31.742919 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-1]: 2023-06-03 06:28:31.745974: E tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:608] UNKNOWN: Could not start gRPC server [worker-3]: I0603 06:28:31.743143 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: 2023-06-03 06:28:31.756584: E tensorflow/core/common_runtime/eager/context_distributed_manager.cc:699] Could not start gRPC server [worker-1]: Process _Process-27: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, 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/gce_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/gce_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/gce_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/gce_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/gce_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 "/usr/lib/python3.10/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/gce_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/gce_failure_handler_test.runfiles/six_archive/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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 134, in worker_fn [worker-1]: strategy = collective_all_reduce_strategy.CollectiveAllReduceStrategy() [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 186, in __init__ [worker-1]: CollectiveAllReduceExtended( [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 339, in __init__ [worker-1]: self._initialize_strategy(self._cluster_resolver, devices=devices) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 358, in _initialize_strategy [worker-1]: self._initialize_multi_worker(cluster_resolver) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 530, in _initialize_multi_worker [worker-1]: context.context().ensure_initialized() [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 610, in ensure_initialized [worker-1]: pywrap_tfe.TFE_EnableCollectiveOps(context_handle, server_def_str) [worker-1]: tensorflow.python.framework.errors_impl.UnknownError: Could not start gRPC server [worker-3]: 2023-06-03 06:28:31.833705: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:40303 [worker-0]: 2023-06-03 06:28:31.847397: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:41357 [worker-0]: 2023-06-03 06:28:31.895198: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 3203110862917870292 [worker-3]: 2023-06-03 06:28:31.895481: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:28:31.900459: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 1062261252021001249 [worker-0]: 2023-06-03 06:28:31.900772: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-2]: 2023-06-03 06:28:31.909964: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:40583 [worker-0]: 2023-06-03 06:28:31.916300: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 3642129307036508739 [worker-2]: 2023-06-03 06:28:31.916575: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. INFO:tensorflow:Termination notice available. I0603 06:28:50.487291 281462913495520 gce_failure_handler_test.py:142] Termination notice available. INFO:tensorflow:Member single_worker has received termination notice. I0603 06:28:50.487698 281462913495520 failure_handling.py:701] Member single_worker has received termination notice. Exception ignored in: 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 775, in __del__ self._stop_poll_termination_signal_thread() File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 734, in _stop_poll_termination_signal_thread self._poll_termination_signal_thread.join() File "/usr/lib/python3.10/threading.py", line 1093, in join raise RuntimeError("cannot join current thread") RuntimeError: cannot join current thread INFO:tensorflow:restarting workers I0603 06:29:01.399334 281473810723712 gce_failure_handler_test.py:411] restarting workers INFO:tensorflow:workers restarted I0603 06:29:01.458638 281473810723712 gce_failure_handler_test.py:415] workers restarted [worker-0]: I0603 06:29:01.544097 281473589146496 multi_process_runner.py:840] Subprocess with PID 1541251 (worker, 0) is now being started. [worker-0]: I0603 06:29:01.544532 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-0]: E0603 06:29:01.568134049 1541251 server_chttp2.cc:40] {"created":"@1685773741.568008656","description":"No address added out of total 1 resolved","file":"external/com_github_grpc_grpc/src/core/ext/transport/chttp2/server/chttp2_server.cc","file_line":395,"referenced_errors":[{"created":"@1685773741.568002755","description":"Failed to add any wildcard listeners","file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_posix.cc","file_line":341,"referenced_errors":[{"created":"@1685773741.567973542","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773741.567957560","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]},{"created":"@1685773741.568001730","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773741.567995064","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]}]}]} [worker-0]: 2023-06-03 06:29:01.568276: E tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:608] UNKNOWN: Could not start gRPC server [worker-0]: 2023-06-03 06:29:01.568583: E tensorflow/core/common_runtime/eager/context_distributed_manager.cc:699] Could not start gRPC server [worker-3]: I0603 06:29:01.628812 281473589146496 multi_process_runner.py:840] Subprocess with PID 1541262 (worker, 3) is now being started. [worker-1]: I0603 06:29:01.629129 281473589146496 multi_process_runner.py:840] Subprocess with PID 1541253 (worker, 1) is now being started. [worker-2]: I0603 06:29:01.632165 281473589146496 multi_process_runner.py:840] Subprocess with PID 1541255 (worker, 2) is now being started. [worker-3]: I0603 06:29:01.629238 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: I0603 06:29:01.629496 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:29:01.632542 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:41357", "localhost:44785", "localhost:40583", "localhost:40303"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: Process _Process-30: [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, in _bootstrap [worker-0]: self.run() [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 755, in _run_with_setenv [worker-0]: return self._actual_run() [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in _run_with_absl [worker-0]: app.run(lambda _: self._run_impl()) [worker-2]: E0603 06:29:01.663196826 1541255 server_chttp2.cc:40] {"created":"@1685773741.663074248","description":"No address added out of total 1 resolved","file":"external/com_github_grpc_grpc/src/core/ext/transport/chttp2/server/chttp2_server.cc","file_line":395,"referenced_errors":[{"created":"@1685773741.663069482","description":"Failed to add any wildcard listeners","file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_posix.cc","file_line":341,"referenced_errors":[{"created":"@1685773741.663039594","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773741.663023893","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]},{"created":"@1685773741.663068502","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773741.663061137","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]}]}]} [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 312, in run [worker-2]: 2023-06-03 06:29:01.663331: E tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:608] UNKNOWN: Could not start gRPC server [worker-0]: _run_main(main, args) [worker-2]: 2023-06-03 06:29:01.663620: E tensorflow/core/common_runtime/eager/context_distributed_manager.cc:699] Could not start gRPC server [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 258, in _run_main [worker-0]: sys.exit(main(argv)) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in [worker-0]: app.run(lambda _: self._run_impl()) [worker-0]: File "/usr/lib/python3.10/multiprocessing/process.py", line 108, in run [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 866, in __call__ [worker-0]: six.reraise(*info.exc_info) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/six_archive/six.py", line 719, in reraise [worker-0]: raise value [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, in _run_contained [worker-0]: return_value = fn(*args, **kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 134, in worker_fn [worker-0]: strategy = collective_all_reduce_strategy.CollectiveAllReduceStrategy() [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 186, in __init__ [worker-0]: CollectiveAllReduceExtended( [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 339, in __init__ [worker-0]: self._initialize_strategy(self._cluster_resolver, devices=devices) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 358, in _initialize_strategy [worker-0]: self._initialize_multi_worker(cluster_resolver) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 530, in _initialize_multi_worker [worker-0]: context.context().ensure_initialized() [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 610, in ensure_initialized [worker-0]: pywrap_tfe.TFE_EnableCollectiveOps(context_handle, server_def_str) [worker-0]: tensorflow.python.framework.errors_impl.UnknownError: Could not start gRPC server [worker-3]: E0603 06:29:01.686218970 1541262 server_chttp2.cc:40] {"created":"@1685773741.686077120","description":"No address added out of total 1 resolved","file":"external/com_github_grpc_grpc/src/core/ext/transport/chttp2/server/chttp2_server.cc","file_line":395,"referenced_errors":[{"created":"@1685773741.686072075","description":"Failed to add any wildcard listeners","file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_posix.cc","file_line":341,"referenced_errors":[{"created":"@1685773741.686042497","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773741.686027030","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]},{"created":"@1685773741.686071035","description":"Unable to configure socket","fd":9,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":215,"referenced_errors":[{"created":"@1685773741.686064059","description":"Address already in use","errno":98,"file":"external/com_github_grpc_grpc/src/core/lib/iomgr/tcp_server_utils_posix_common.cc","file_line":189,"os_error":"Address already in use","syscall":"bind"}]}]}]} [worker-3]: 2023-06-03 06:29:01.686360: E tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:608] UNKNOWN: Could not start gRPC server [worker-3]: 2023-06-03 06:29:01.686689: E tensorflow/core/common_runtime/eager/context_distributed_manager.cc:699] Could not start gRPC server [worker-3]: Process _Process-33: [worker-2]: Process _Process-32: [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, in _bootstrap [worker-3]: self.run() [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 755, in _run_with_setenv [worker-3]: return self._actual_run() [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in _run_with_absl [worker-2]: Traceback (most recent call last): [worker-3]: app.run(lambda _: self._run_impl()) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 312, in run [worker-3]: _run_main(main, args) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 258, in _run_main [worker-3]: sys.exit(main(argv)) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in [worker-2]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, in _bootstrap [worker-3]: app.run(lambda _: self._run_impl()) [worker-3]: File "/usr/lib/python3.10/multiprocessing/process.py", line 108, in run [worker-2]: self.run() [worker-3]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 755, in _run_with_setenv [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 866, in __call__ [worker-2]: return self._actual_run() [worker-3]: six.reraise(*info.exc_info) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in _run_with_absl [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/six_archive/six.py", line 719, in reraise [worker-2]: app.run(lambda _: self._run_impl()) [worker-3]: raise value [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 312, in run [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, in _run_contained [worker-2]: _run_main(main, args) [worker-3]: return_value = fn(*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/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 258, in _run_main [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 134, in worker_fn [worker-2]: sys.exit(main(argv)) [worker-3]: strategy = collective_all_reduce_strategy.CollectiveAllReduceStrategy() [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 186, in __init__ [worker-2]: app.run(lambda _: self._run_impl()) [worker-3]: CollectiveAllReduceExtended( [worker-2]: File "/usr/lib/python3.10/multiprocessing/process.py", line 108, in run [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 339, in __init__ [worker-2]: self._target(*self._args, **self._kwargs) [worker-3]: self._initialize_strategy(self._cluster_resolver, devices=devices) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 866, in __call__ [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 358, in _initialize_strategy [worker-2]: six.reraise(*info.exc_info) [worker-3]: self._initialize_multi_worker(cluster_resolver) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/six_archive/six.py", line 719, in reraise [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 530, in _initialize_multi_worker [worker-2]: raise value [worker-3]: context.context().ensure_initialized() [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, in _run_contained [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 610, in ensure_initialized [worker-2]: return_value = fn(*args, **kwargs) [worker-3]: pywrap_tfe.TFE_EnableCollectiveOps(context_handle, server_def_str) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 134, in worker_fn [worker-3]: tensorflow.python.framework.errors_impl.UnknownError: Could not start gRPC server [worker-2]: strategy = collective_all_reduce_strategy.CollectiveAllReduceStrategy() [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 186, in __init__ [worker-2]: CollectiveAllReduceExtended( [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 339, in __init__ [worker-2]: self._initialize_strategy(self._cluster_resolver, devices=devices) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 358, in _initialize_strategy [worker-2]: self._initialize_multi_worker(cluster_resolver) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/collective_all_reduce_strategy.py", line 530, in _initialize_multi_worker [worker-2]: context.context().ensure_initialized() [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 610, in ensure_initialized [worker-2]: pywrap_tfe.TFE_EnableCollectiveOps(context_handle, server_def_str) [worker-2]: tensorflow.python.framework.errors_impl.UnknownError: Could not start gRPC server [worker-1]: 2023-06-03 06:29:01.849780: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:44785 [worker-0]: 2023-06-03 06:29:01.883712: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 11972766891241524203 [worker-1]: 2023-06-03 06:29:01.883947: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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-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-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-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]: I0603 06:29:01.886620 281473589146496 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]: I0603 06:29:01.886408 281473589146496 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]: I0603 06:29:01.886617 281473589146496 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]: I0603 06:29:01.886658 281473589146496 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-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-2]: I0603 06:29:01.949733 281473589146496 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]: I0603 06:29:01.950179 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: I0603 06:29:01.949732 281473589146496 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, 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:Check health not enabled. [worker-2]: I0603 06:29:01.950356 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:29:01.950181 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:29:01.950357 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, 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]: I0603 06:29:01.952050 281473589146496 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]: I0603 06:29:01.952682 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:29:01.952879 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, 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]: I0603 06:29:01.958039 281473589146496 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]: I0603 06:29:01.958483 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:29:01.958667 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:41357', 'localhost:44785', 'localhost:40583', 'localhost:40303']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0603 06:29:02.042018 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start polling for termination signal. [worker-2]: I0603 06:29:02.043390 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0603 06:29:02.052209 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0603 06:29:02.052954 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-3]: I0603 06:29:02.053421 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:29:02.054102 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-1]: Exception in thread WorkerTerminationSignalWatcher-1: [worker-2]: Exception in thread WorkerTerminationSignalWatcher-2: [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: Traceback (most recent call last): [worker-2]: I0603 06:29:02.056373 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: INFO:tensorflow: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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: Instructions for updating: [worker-1]: I0603 06:29:02.054565 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W0603 06:29:02.056876 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-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]: I0603 06:29:02.057057 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Traceback (most recent call last): [worker-2]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: self.run() [worker-1]: W0603 06:29:02.057217 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-2]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-1]: INFO:tensorflow:Start training at 0 [worker-2]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: I0603 06:29:02.057423 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: self.run() [worker-3]: Exception in thread WorkerTerminationSignalWatcher-3: [worker-2]: if self._termination_watcher_fn(): [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-3]: self.run() [worker-3]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: elif frequent_send and not maintenance_event.is_set(): [worker-2]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-3]: if self._termination_watcher_fn(): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-3]: elif frequent_send and not maintenance_event.is_set(): [worker-1]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: AttributeError: 'str' object has no attribute 'is_set' [worker-1]: self._target(*self._args, **self._kwargs) [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0603 06:29:02.068344 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: INFO:tensorflow:['workertemp_2', 'workertemp_3', 'workertemp_1'] [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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: I0603 06:29:02.073431 281473589146496 gce_failure_handler_test.py:203] ['workertemp_2', 'workertemp_3', 'workertemp_1'] [worker-3]: Instructions for updating: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0603 06:29:02.068715 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: if self._termination_watcher_fn(): [worker-3]: INFO:tensorflow:Start training at 0 [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-1]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: I0603 06:29:02.068893 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: INFO:tensorflow:['workertemp_2', 'workertemp_3', 'workertemp_1'] [worker-1]: INFO:tensorflow:['workertemp_2', 'workertemp_3', 'workertemp_1'] [worker-3]: I0603 06:29:02.081315 281473589146496 gce_failure_handler_test.py:203] ['workertemp_2', 'workertemp_3', 'workertemp_1'] [worker-1]: I0603 06:29:02.072450 281473589146496 gce_failure_handler_test.py:203] ['workertemp_2', 'workertemp_3', 'workertemp_1'] [worker-0]: I0603 06:29:02.066790 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-0]: I0603 06:29:02.068203 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: Exception in thread WorkerTerminationSignalWatcher-0: [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-0]: self.run() [worker-0]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-0]: if self._termination_watcher_fn(): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-0]: elif frequent_send and not maintenance_event.is_set(): [worker-0]: AttributeError: 'str' object has no attribute 'is_set' [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0603 06:29:02.088089 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:29:02.088622 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:29:02.088824 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-0]: INFO:tensorflow:['workertemp_2', 'workertemp_3', 'workertemp_1'] [worker-0]: I0603 06:29:02.108812 281473589146496 gce_failure_handler_test.py:203] ['workertemp_2', 'workertemp_3', 'workertemp_1'] [worker-1]: Process _Process-31: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, 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/gce_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/gce_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/gce_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/gce_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/gce_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 "/usr/lib/python3.10/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/gce_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/gce_failure_handler_test.runfiles/six_archive/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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 211, in worker_fn [worker-1]: self.assertNotEmpty(checkpoint_index) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 972, in assertNotEmpty [worker-1]: self.fail('{!r} has length of 0.'.format(container), msg) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 1814, in fail [worker-1]: return super(TestCase, self).fail(self._formatMessage(prefix, msg)) [worker-1]: File "/usr/lib/python3.10/unittest/case.py", line 675, in fail [worker-1]: raise self.failureException(msg) [worker-1]: AssertionError: [] has length of 0. [worker-2]: Process _Process-28: [worker-3]: Process _Process-29: [worker-2]: Traceback (most recent call last): [worker-3]: Traceback (most recent call last): [worker-2]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, in _bootstrap [worker-2]: self.run() [worker-3]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, in _bootstrap [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 755, in _run_with_setenv [worker-3]: self.run() [worker-2]: return self._actual_run() [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 755, in _run_with_setenv [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in _run_with_absl [worker-3]: return self._actual_run() [worker-2]: app.run(lambda _: self._run_impl()) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in _run_with_absl [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 312, in run [worker-3]: app.run(lambda _: self._run_impl()) [worker-2]: _run_main(main, args) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 312, in run [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 258, in _run_main [worker-3]: _run_main(main, args) [worker-2]: sys.exit(main(argv)) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 258, in _run_main [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in [worker-3]: sys.exit(main(argv)) [worker-2]: app.run(lambda _: self._run_impl()) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in [worker-2]: File "/usr/lib/python3.10/multiprocessing/process.py", line 108, in run [worker-3]: app.run(lambda _: self._run_impl()) [worker-2]: self._target(*self._args, **self._kwargs) [worker-3]: File "/usr/lib/python3.10/multiprocessing/process.py", line 108, in run [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 866, in __call__ [worker-3]: self._target(*self._args, **self._kwargs) [worker-2]: six.reraise(*info.exc_info) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 866, in __call__ [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/six_archive/six.py", line 719, in reraise [worker-3]: six.reraise(*info.exc_info) [worker-2]: raise value [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/six_archive/six.py", line 719, in reraise [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, in _run_contained [worker-3]: raise value [worker-2]: return_value = fn(*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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, in _run_contained [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 211, in worker_fn [worker-3]: return_value = fn(*args, **kwargs) [worker-2]: self.assertNotEmpty(checkpoint_index) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 211, in worker_fn [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 972, in assertNotEmpty [worker-3]: self.assertNotEmpty(checkpoint_index) [worker-2]: self.fail('{!r} has length of 0.'.format(container), msg) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 972, in assertNotEmpty [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 1814, in fail [worker-3]: self.fail('{!r} has length of 0.'.format(container), msg) [worker-2]: return super(TestCase, self).fail(self._formatMessage(prefix, msg)) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 1814, in fail [worker-2]: File "/usr/lib/python3.10/unittest/case.py", line 675, in fail [worker-3]: return super(TestCase, self).fail(self._formatMessage(prefix, msg)) [worker-2]: raise self.failureException(msg) [worker-3]: File "/usr/lib/python3.10/unittest/case.py", line 675, in fail [worker-2]: AssertionError: [] has length of 0. [worker-3]: raise self.failureException(msg) [worker-3]: AssertionError: [] has length of 0. [worker-0]: Process _Process-26: [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/multiprocessing/process.py", line 314, in _bootstrap [worker-0]: self.run() [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 755, in _run_with_setenv [worker-0]: return self._actual_run() [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in _run_with_absl [worker-0]: app.run(lambda _: self._run_impl()) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 312, in run [worker-0]: _run_main(main, args) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/app.py", line 258, in _run_main [worker-0]: sys.exit(main(argv)) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_lib.py", line 54, in [worker-0]: app.run(lambda _: self._run_impl()) [worker-0]: File "/usr/lib/python3.10/multiprocessing/process.py", line 108, in run [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 866, in __call__ [worker-0]: six.reraise(*info.exc_info) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/six_archive/six.py", line 719, in reraise [worker-0]: raise value [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, in _run_contained [worker-0]: return_value = fn(*args, **kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 211, in worker_fn [worker-0]: self.assertNotEmpty(checkpoint_index) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 972, in assertNotEmpty [worker-0]: self.fail('{!r} has length of 0.'.format(container), msg) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 1814, in fail [worker-0]: return super(TestCase, self).fail(self._formatMessage(prefix, msg)) [worker-0]: File "/usr/lib/python3.10/unittest/case.py", line 675, in fail [worker-0]: raise self.failureException(msg) [worker-0]: AssertionError: [] has length of 0. I0603 06:29:02.466669 281473810723712 multi_process_runner.py:646] worker-0 exit code: 1 I0603 06:29:02.466924 281473810723712 multi_process_runner.py:646] worker-1 exit code: 1 I0603 06:29:02.467066 281473810723712 multi_process_runner.py:646] worker-2 exit code: 1 I0603 06:29:02.467196 281473810723712 multi_process_runner.py:646] worker-3 exit code: 1 INFO:tensorflow:time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker): 31.63s I0603 06:29:02.572385 281473810723712 test_util.py:2464] time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker): 31.63s [ FAILED ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker [ RUN ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 32901 I0603 06:29:02.577497 281473810723712 test_util.py:3796] Using local port 32901 INFO:tensorflow:Using local port 39907 I0603 06:29:02.577928 281473810723712 test_util.py:3796] Using local port 39907 INFO:tensorflow:Using local port 46741 I0603 06:29:02.578272 281473810723712 test_util.py:3796] Using local port 46741 INFO:tensorflow:Using local port 34933 I0603 06:29:02.578600 281473810723712 test_util.py:3796] Using local port 34933 INFO:tensorflow:Cluster starting. I0603 06:29:02.644220 281473810723712 gce_failure_handler_test.py:405] Cluster starting. [worker-0]: I0603 06:29:02.701290 281473589146496 multi_process_runner.py:840] Subprocess with PID 1542944 (worker, 0) is now being started. [worker-1]: I0603 06:29:02.702210 281473589146496 multi_process_runner.py:840] Subprocess with PID 1542948 (worker, 1) is now being started. [worker-0]: I0603 06:29:02.701713 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0603 06:29:02.702563 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-1]: 2023-06-03 06:29:02.763560: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39907 [worker-2]: I0603 06:29:02.828101 281473589146496 multi_process_runner.py:840] Subprocess with PID 1542953 (worker, 2) is now being started. [worker-0]: 2023-06-03 06:29:02.846700: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:32901 [worker-3]: I0603 06:29:02.847485 281473589146496 multi_process_runner.py:840] Subprocess with PID 1542960 (worker, 3) is now being started. [worker-2]: I0603 06:29:02.828508 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0603 06:29:02.847874 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: 2023-06-03 06:29:02.871792: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 8197643400877204426 [worker-1]: 2023-06-03 06:29:02.872663: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:29:02.877431: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 16757630802209729221 [worker-0]: 2023-06-03 06:29:02.889217: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-3]: 2023-06-03 06:29:02.964862: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:34933 [worker-0]: 2023-06-03 06:29:02.986176: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 15674954830784405816 [worker-3]: 2023-06-03 06:29:02.986678: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-2]: 2023-06-03 06:29:03.036731: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:46741 [worker-0]: 2023-06-03 06:29:03.056805: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 15129645293963323264 [worker-2]: 2023-06-03 06:29:03.061847: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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]: I0603 06:29:03.068796 281473589146496 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-3]: I0603 06:29:03.069962 281473589146496 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]: I0603 06:29:03.072907 281473589146496 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:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I0603 06:29:03.141680 281473589146496 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]: I0603 06:29:03.142180 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:29:03.142364 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [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]: I0603 06:29:03.176508 281473589146496 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:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0603 06:29:03.198093 281473589146496 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]: I0603 06:29:03.199607 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:29:03.200340 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, 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]: I0603 06:29:03.220872 281473589146496 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]: I0603 06:29:03.221370 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:29:03.221549 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, 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]: I0603 06:29:03.253335 281473589146496 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]: I0603 06:29:03.253828 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:29:03.254021 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, 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]: I0603 06:29:03.312034 281473589146496 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-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0603 06:29:03.314480 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: I0603 06:29:03.314504 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:29:03.315295 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: I0603 06:29:03.315409 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-1]: Exception in thread WorkerTerminationSignalWatcher-1: [worker-3]: Exception in thread WorkerTerminationSignalWatcher-3: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0603 06:29:03.315908 281473589146496 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: INFO:tensorflow: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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: I0603 06:29:03.315844 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W0603 06:29:03.316235 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: W0603 06:29:03.316317 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 0 [worker-3]: INFO:tensorflow:Start training at 0 [worker-1]: I0603 06:29:03.316405 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-3]: I0603 06:29:03.316498 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: self.run() [worker-3]: self.run() [worker-1]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-1]: self._target(*self._args, **self._kwargs) [worker-3]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: if self._termination_watcher_fn(): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-1]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: if self._termination_watcher_fn(): [worker-1]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-3]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: AttributeError: 'str' object has no attribute 'is_set' [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-0]: I0603 06:29:03.326802 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: Exception in thread WorkerTerminationSignalWatcher-0: [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-0]: self.run() [worker-0]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-0]: if self._termination_watcher_fn(): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-0]: elif frequent_send and not maintenance_event.is_set(): [worker-0]: AttributeError: 'str' object has no attribute 'is_set' [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0603 06:29:03.347898 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:29:03.348274 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:29:03.348449 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: I0603 06:29:03.314486 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start polling for termination signal. [worker-2]: I0603 06:29:03.376791 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: Exception in thread WorkerTerminationSignalWatcher-2: [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: Traceback (most recent call last): [worker-2]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: I0603 06:29:03.377363 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:29:03.377825 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:29:03.378018 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: self.run() [worker-2]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-2]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-2]: if self._termination_watcher_fn(): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: elif frequent_send and not maintenance_event.is_set(): [worker-2]: AttributeError: 'str' object has no attribute 'is_set' [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]: I0603 06:29:03.462765 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.474783 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:03.453618 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.494719 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.614550 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.619751 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.620098 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.620122 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.714141 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.712234 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:03.715986 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.750553 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.812634 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.812777 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.813108 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.840665 281473589146496 cross_device_ops.py:1152] 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-2]: I0603 06:29:03.900273 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:03.899831 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:29:03.900269 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.900384 281473589146496 cross_device_ops.py:1152] 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 0xffffa06b3910> 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 0xffff906b3910> 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]: W0603 06:29:03.944613 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffffa06b3910> 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]: W0603 06:29:03.944617 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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 0xffff986b3910> 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]: W0603 06:29:03.944827 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986b3910> 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 0xffff906b3910> 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]: W0603 06:29:03.949192 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: I0603 06:29:03.953059 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.952944 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:03.952991 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:03.970463 281473589146496 cross_device_ops.py:1152] 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 0xffff00304160> 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 0xffff00304160> 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]: W0603 06:29:04.018419 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00304160> 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]: W0603 06:29:04.018684 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00304160> 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:epoch 0 finished [worker-0]: INFO:tensorflow:epoch 0 finished [worker-2]: I0603 06:29:04.019035 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-0]: I0603 06:29:04.018784 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa05b4160> 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 0xffff985b4160> 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]: W0603 06:29:04.018152 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffffa05b4160> 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]: W0603 06:29:04.018581 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985b4160> 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:epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished [worker-3]: I0603 06:29:04.018561 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-1]: I0603 06:29:04.018951 281473589146496 gce_failure_handler_test.py:192] epoch 0 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]: I0603 06:29:04.027108 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.037150 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.040229 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.060277 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.128371 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.136787 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.144795 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.140716 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.199751 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.201461 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:29:04.201673 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.201802 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.258798 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.265832 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.267820 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.267757 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.321584 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:29:04.321577 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.323310 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:29:04.323324 281473589146496 cross_device_ops.py:1152] 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:29:04.378214 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:29:04.378214 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:29:04.378242 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.380151 281473589146496 cross_device_ops.py:1152] 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-0]: INFO:tensorflow:epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-3]: I0603 06:29:04.425708 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-0]: I0603 06:29:04.425950 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-1]: I0603 06:29:04.426220 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-2]: I0603 06:29:04.426431 281473589146496 gce_failure_handler_test.py:192] epoch 1 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:04.433896 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:29:04.433894 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.435545 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.439269 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:04.493776 281473589146496 cross_device_ops.py:1152] 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:29:04.495379 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:29:04.495560 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:04.495472 281473589146496 cross_device_ops.py:1152] 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, 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CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:29:05.520808 281473589146496 cross_device_ops.py:1152] 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-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]: I0603 06:29:05.570904 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:29:05.570903 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:29:05.570940 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:29:05.570965 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:05.619587 281473589146496 cross_device_ops.py:1152] 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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:05.620790 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:29:05.620896 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:29:05.620950 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:05.671540 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:05.672607 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0603 06:29:05.672746 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:05.673403 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 4 finished [worker-0]: INFO:tensorflow:epoch 4 finished [worker-2]: INFO:tensorflow:epoch 4 finished [worker-1]: INFO:tensorflow:epoch 4 finished [worker-3]: I0603 06:29:05.716033 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-1]: I0603 06:29:05.716362 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-3]: INFO:tensorflow:Training finished. [worker-2]: I0603 06:29:05.716317 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: I0603 06:29:05.716174 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-1]: INFO:tensorflow:Training finished. [worker-2]: INFO:tensorflow:Training finished. [worker-3]: I0603 06:29:05.716472 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-0]: INFO:tensorflow:Training finished. [worker-1]: I0603 06:29:05.716750 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-2]: I0603 06:29:05.716608 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-0]: I0603 06:29:05.716503 281473589146496 gce_failure_handler_test.py:244] Training finished. INFO:tensorflow:restarting workers I0603 06:29:07.718035 281473810723712 gce_failure_handler_test.py:411] restarting workers INFO:tensorflow:workers restarted I0603 06:29:07.840561 281473810723712 gce_failure_handler_test.py:415] workers restarted [worker-0]: I0603 06:29:07.844660 281473589146496 multi_process_runner.py:840] Subprocess with PID 1548459 (worker, 0) is now being started. [worker-0]: I0603 06:29:07.845036 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:29:08.004879 281473589146496 multi_process_runner.py:840] Subprocess with PID 1548539 (worker, 2) is now being started. [worker-3]: I0603 06:29:08.005496 281473589146496 multi_process_runner.py:840] Subprocess with PID 1548569 (worker, 3) is now being started. [worker-1]: I0603 06:29:08.004449 281473589146496 multi_process_runner.py:840] Subprocess with PID 1548534 (worker, 1) is now being started. [worker-1]: I0603 06:29:08.004834 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0603 06:29:08.005205 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0603 06:29:08.005819 281473589146496 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:32901", "localhost:39907", "localhost:46741", "localhost:34933"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: 2023-06-03 06:29:08.081305: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39907 [worker-2]: 2023-06-03 06:29:08.152884: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:46741 [worker-3]: 2023-06-03 06:29:08.206062: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:34933 [worker-0]: 2023-06-03 06:29:08.227572: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:32901 [worker-0]: 2023-06-03 06:29:08.296637: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 14403431660215920428 [worker-1]: 2023-06-03 06:29:08.297448: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:29:08.359453: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 6977779424289286398 [worker-2]: 2023-06-03 06:29:08.360269: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:29:08.365783: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 5200845529356839486 [worker-3]: 2023-06-03 06:29:08.376147: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-06-03 06:29:08.374715: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:535] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 5389431012052518947 [worker-0]: 2023-06-03 06:29:08.375022: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] 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]: I0603 06:29:08.380703 281473589146496 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]: I0603 06:29:08.385196 281473589146496 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]: 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]: I0603 06:29:08.385316 281473589146496 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]: I0603 06:29:08.386327 281473589146496 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-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0603 06:29:08.450977 281473589146496 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]: I0603 06:29:08.451421 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0603 06:29:08.451591 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, 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]: I0603 06:29:08.466140 281473589146496 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]: I0603 06:29:08.466581 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0603 06:29:08.466750 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0603 06:29:08.598000 281473589146496 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]: I0603 06:29:08.598487 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0603 06:29:08.598658 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, 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]: I0603 06:29:08.627862 281473589146496 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]: I0603 06:29:08.628457 281473589146496 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0603 06:29:08.628644 281473589146496 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:32901', 'localhost:39907', 'localhost:46741', 'localhost:34933']}, 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:Start watcher for peer's signal. [worker-0]: I0603 06:29:08.717083 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0603 06:29:08.726920 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start polling for termination signal. [worker-1]: I0603 06:29:08.732075 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-1]: Exception in thread WorkerTerminationSignalWatcher-1: [worker-1]: Traceback (most recent call last): [worker-1]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0603 06:29:08.732787 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:29:08.733075 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:29:08.733235 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-1]: self.run() [worker-1]: File "/usr/lib/python3.10/threading.py", line 953, 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-1]: if self._termination_watcher_fn(): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-1]: elif frequent_send and not maintenance_event.is_set(): [worker-1]: AttributeError: 'str' object has no attribute 'is_set' [worker-0]: INFO:tensorflow:Start polling for termination signal. [worker-0]: I0603 06:29:08.742630 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-0]: Exception in thread WorkerTerminationSignalWatcher-0: [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: Traceback (most recent call last): [worker-0]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-0]: I0603 06:29:08.743213 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:29:08.743629 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:29:08.743855 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-0]: self.run() [worker-0]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-0]: self._target(*self._args, **self._kwargs) [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-0]: if self._termination_watcher_fn(): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-0]: elif frequent_send and not maintenance_event.is_set(): [worker-0]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0603 06:29:08.760493 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I0603 06:29:08.753878 281473589146496 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start polling for termination signal. [worker-3]: INFO:tensorflow:Start polling for termination signal. [worker-3]: I0603 06:29:08.776835 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-3]: Exception in thread WorkerTerminationSignalWatcher-3: [worker-3]: Traceback (most recent call last): [worker-3]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-3]: self.run() [worker-3]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-3]: self._target(*self._args, **self._kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-3]: if self._termination_watcher_fn(): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-3]: elif frequent_send and not maintenance_event.is_set(): [worker-3]: AttributeError: 'str' object has no attribute 'is_set' [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0603 06:29:08.784575 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:29:08.785129 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:29:08.785314 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: I0603 06:29:08.776836 281473589146496 failure_handling.py:683] Start polling for termination signal. [worker-2]: Exception in thread WorkerTerminationSignalWatcher-2: [worker-2]: Traceback (most recent call last): [worker-2]: File "/usr/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0603 06:29:08.777920 281473589146496 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: W0603 06:29:08.778318 281473589146496 deprecation.py:364] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py:195: 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]: I0603 06:29:08.778496 281473589146496 gce_failure_handler_test.py:194] Start training at 0 [worker-2]: self.run() [worker-2]: File "/usr/lib/python3.10/threading.py", line 953, in run [worker-2]: self._target(*self._args, **self._kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 692, in _poll_termination_signal [worker-2]: if self._termination_watcher_fn(): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 145, in mock_termination_watcher_function_gce [worker-2]: elif frequent_send and not maintenance_event.is_set(): [worker-2]: AttributeError: 'str' object has no attribute 'is_set' [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]: I0603 06:29:08.838652 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:08.828945 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:08.914149 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.025556 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.132779 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.135142 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.154531 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.421093 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.529953 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.531357 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:09.531333 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.552786 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.679093 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.700720 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.696392 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.706231 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.840859 281473589146496 cross_device_ops.py:1152] 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-1]: I0603 06:29:09.862025 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:09.851260 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:09.901320 281473589146496 cross_device_ops.py:1152] 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 0xffff906b3910> 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]: W0603 06:29:10.091342 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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 0xffff906b3910> 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 0xffff986af910> 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]: W0603 06:29:10.098052 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff986af910> 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 0xffff906b3910> 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]: W0603 06:29:10.092887 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: W0603 06:29:10.098030 281473589146496 polymorphic_function.py:154] 5 out of the last 5 calls to .wrapped_fn at 0xffff906b3910> 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]: I0603 06:29:10.108222 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.101073 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.108164 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.132420 281473589146496 cross_device_ops.py:1152] 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 0xffff00308160> 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 0xffff00308160> 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]: W0603 06:29:10.354831 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00308160> 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]: W0603 06:29:10.355101 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00308160> 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:epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-0]: I0603 06:29:10.355330 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-2]: I0603 06:29:10.355582 281473589146496 gce_failure_handler_test.py:192] epoch 0 finished [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff00308160> 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]: W0603 06:29:10.355197 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff00308160> 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:epoch 0 finished [worker-1]: I0603 06:29:10.355683 281473589146496 gce_failure_handler_test.py:192] 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]: I0603 06:29:10.369033 281473589146496 cross_device_ops.py:1152] 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-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff985b8160> 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]: I0603 06:29:10.365154 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: W0603 06:29:10.365318 281473589146496 polymorphic_function.py:154] 6 out of the last 6 calls to .wrapped_fn at 0xffff985b8160> 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]: I0603 06:29:10.364966 281473589146496 cross_device_ops.py:1152] 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-3]: I0603 06:29:10.365799 281473589146496 gce_failure_handler_test.py:192] epoch 0 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]: I0603 06:29:10.382984 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.444636 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.445541 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.461611 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.481240 281473589146496 cross_device_ops.py:1152] 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-1]: I0603 06:29:10.568993 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.601116 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.611349 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:10.546029 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.757733 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.749320 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.766349 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0603 06:29:10.747123 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.837658 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.837245 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.852205 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.852558 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.954028 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.952482 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.988774 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:10.990098 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.059431 281473589146496 gce_failure_handler_test.py:192] epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-0]: I0603 06:29:11.060655 281473589146496 gce_failure_handler_test.py:192] epoch 1 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]: I0603 06:29:11.071679 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 1 finished [worker-1]: I0603 06:29:11.077446 281473589146496 gce_failure_handler_test.py:192] epoch 1 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]: I0603 06:29:11.079002 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 1 finished [worker-2]: I0603 06:29:11.094626 281473589146496 gce_failure_handler_test.py:192] 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]: I0603 06:29:11.106414 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.103777 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.216710 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0603 06:29:11.211168 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.223351 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.248443 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.381685 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.389479 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0603 06:29:11.388554 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.408645 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.471603 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.473380 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.481450 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.475761 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:11.584615 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: 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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]: I0603 06:29:13.625651 281473589146496 cross_device_ops.py:1152] 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]: I0603 06:29:13.640382 281473589146496 cross_device_ops.py:1152] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 4 finished [worker-1]: INFO:tensorflow:epoch 4 finished [worker-0]: INFO:tensorflow:epoch 4 finished [worker-1]: I0603 06:29:13.689918 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-0]: I0603 06:29:13.689470 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-3]: I0603 06:29:13.689289 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-1]: INFO:tensorflow:Training finished. [worker-0]: INFO:tensorflow:Training finished. [worker-3]: INFO:tensorflow:Training finished. [worker-0]: I0603 06:29:13.689763 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-2]: INFO:tensorflow:epoch 4 finished [worker-2]: I0603 06:29:13.694839 281473589146496 gce_failure_handler_test.py:192] epoch 4 finished [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I0603 06:29:13.695152 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-1]: I0603 06:29:13.690208 281473589146496 gce_failure_handler_test.py:244] Training finished. [worker-3]: I0603 06:29:13.689620 281473589146496 gce_failure_handler_test.py:244] Training finished. I0603 06:29:14.784498 281473810723712 multi_process_runner.py:646] worker-0 exit code: 0 I0603 06:29:14.784767 281473810723712 multi_process_runner.py:646] worker-1 exit code: 0 I0603 06:29:14.784905 281473810723712 multi_process_runner.py:646] worker-2 exit code: 0 I0603 06:29:14.785032 281473810723712 multi_process_runner.py:646] worker-3 exit code: 0 I0603 06:29:14.787887 281473810723712 multi_process_runner.py:662] Joining log reading threads. I0603 06:29:14.788136 281473810723712 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker): 12.45s I0603 06:29:15.023234 281473810723712 test_util.py:2464] time(__main__.GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker): 12.45s [ OK ] GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_7_inputarg_checkpoint_strategyoption_MWMSmultiworker ====================================================================== FAIL: test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker (__main__.GceFailureHandlingTest) GceFailureHandlingTest.test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker test_multiple_workers_preempted_consecutively_test_apiwrappingtrain_True_graceperiod_0_inputarg_checkpoint_strategyoption_MWMSmultiworker(api_wrapping_train=True, grace_period=0, input_arg='checkpoint', strategy_option='MWMS_multi_worker') ---------------------------------------------------------------------- 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/gce_failure_handler_test.runfiles/absl_py/absl/testing/parameterized.py", line 314, in bound_param_test return test_method(self, **testcase_params) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/framework/test_combinations.py", line 360, in decorated execute_test_method() File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/framework/test_combinations.py", line 343, in execute_test_method test_method(**kwargs_to_pass) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/combinations.py", line 559, in decorator test_method(self, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 417, in test_multiple_workers_preempted_consecutively 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/gce_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/gce_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/gce_failure_handler_test.runfiles/six_archive/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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/multi_process_runner.py", line 1060, 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/gce_failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.py", line 211, in worker_fn self.assertNotEmpty(checkpoint_index) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 972, in assertNotEmpty self.fail('{!r} has length of 0.'.format(container), msg) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/gce_failure_handler_test.runfiles/absl_py/absl/testing/absltest.py", line 1814, in fail return super(TestCase, self).fail(self._formatMessage(prefix, msg)) File "/usr/lib/python3.10/unittest/case.py", line 675, in fail raise self.failureException(msg) AssertionError: [] has length of 0. ---------------------------------------------------------------------- Ran 7 tests in 89.199s FAILED (failures=1) ================================================================================ ==================== Test output for //tensorflow/dtensor/python/tests:input_util_test (shard 1 of 8): 2023-06-03 06:31:50.946010: I tensorflow/core/util/port.cc:116] Experimental oneDNN custom operations are on. If you experience issues, please turn them off by setting the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. Running tests under Python 3.10.11: /usr/local/bin/python3 [ RUN ] DTensorDatasetTest.testForInIterationEager I0603 06:31:56.182903 281473219523456 mesh_util.py:35] This is client 0 of 1 clients I0603 06:31:56.183140 281473219523456 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:31:56.183343 281473219523456 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:31:56.183919 281473219523456 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:31:56.184134 281473219523456 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] /usr/local/lib/python3.10/dist-packages/google/protobuf/message_factory.py:166: UserWarning: MessageFactory class is deprecated. Please use GetMessageClass() instead of MessageFactory.GetPrototype. MessageFactory class will be removed after 2024. warnings.warn('MessageFactory class is deprecated. Please use ' 2023-06-03 06:31:56.679694: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:31:56.748112: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:31:56.806999: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:31:56.867753: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:31:58.591461: E tensorflow/dtensor/cc/dtensor_device.cc:2211] Encountered error while executing function: CopyToMesh__func_13547857954245000088_5950845106898307211_6858324592425701659_1 for mesh : |batch=4,height=2,width=2|0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15|0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15|/job:localhost/replica:0/task:0/device:CPU:0,/job:localhost/replica:0/task:0/device:CPU:1,/job:localhost/replica:0/task:0/device:CPU:2,/job:localhost/replica:0/task:0/device:CPU:3,/job:localhost/replica:0/task:0/device:CPU:4,/job:localhost/replica:0/task:0/device:CPU:5,/job:localhost/replica:0/task:0/device:CPU:6,/job:localhost/replica:0/task:0/device:CPU:7,/job:localhost/replica:0/task:0/device:CPU:8,/job:localhost/replica:0/task:0/device:CPU:9,/job:localhost/replica:0/task:0/device:CPU:10,/job:localhost/replica:0/task:0/device:CPU:11,/job:localhost/replica:0/task:0/device:CPU:12,/job:localhost/replica:0/task:0/device:CPU:13,/job:localhost/replica:0/task:0/device:CPU:14,/job:localhost/replica:0/task:0/device:CPU:15 / error : {{function_node IteratorGetNext__func_7180022922622666474_12989052755378955192_1628789561242421788_0}} End of sequence [[{{node tf.StatefulPartitionedCall/eager_operation}}]] Encountered when executing an operation using EagerExecutor. This error cancels all future operations and poisons their output tensors. 2023-06-03 06:31:58.621229: E tensorflow/dtensor/cc/dtensor_device.cc:2245] Error executing CopyToMesh {{function_node IteratorGetNext__func_7180022922622666474_12989052755378955192_1628789561242421788_0}} End of sequence [[{{node tf.StatefulPartitionedCall/eager_operation}}]] Encountered when executing an operation using EagerExecutor. This error cancels all future operations and poisons their output tensors. INFO:tensorflow:time(__main__.DTensorDatasetTest.testForInIterationEager): 2.71s I0603 06:31:58.886862 281473219523456 test_util.py:2464] time(__main__.DTensorDatasetTest.testForInIterationEager): 2.71s [ FAILED ] DTensorDatasetTest.testForInIterationEager [ RUN ] DTensorDatasetTest.testIterOnBatchedDatasetGraph I0603 06:31:58.893327 281473219523456 mesh_util.py:35] This is client 0 of 1 clients I0603 06:31:58.893528 281473219523456 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:31:58.893694 281473219523456 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:31:58.894169 281473219523456 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:31:58.894318 281473219523456 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:31:59.167636: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:31:59.236067: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:31:59.302528: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:31:59.369910: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:01.149153: I tensorflow/dtensor/cc/dtensor_device.cc:1574] DTensor cache key lookup missed for __inference_train_619. DTensor is (re-)computing its SPMD transformation. 2023-06-03 06:32:01.157010: I tensorflow/dtensor/cc/dtensor_device.cc:1643] DTensor cache key lookup missed for __inference_train_619. DTensor is (re-)computing its ExecutionFunctions. INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterOnBatchedDatasetGraph): 2.74s I0603 06:32:01.631022 281473219523456 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterOnBatchedDatasetGraph): 2.74s [ OK ] DTensorDatasetTest.testIterOnBatchedDatasetGraph [ RUN ] DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True) I0603 06:32:01.632899 281473219523456 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:01.633107 281473219523456 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:01.633272 281473219523456 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:01.633781 281473219523456 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:01.633933 281473219523456 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:32:01.957559: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True)): 2.96s I0603 06:32:04.589448 281473219523456 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True)): 2.96s [ OK ] DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True) [ RUN ] DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True) I0603 06:32:04.590922 281473219523456 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:04.591087 281473219523456 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:04.591240 281473219523456 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:04.591686 281473219523456 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:04.591830 281473219523456 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:32:04.867420: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:04.953955: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:05.088221: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:05.157478: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True)): 3.01s I0603 06:32:07.600933 281473219523456 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True)): 3.01s [ OK ] DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True) [ RUN ] DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True) I0603 06:32:07.602666 281473219523456 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:07.602843 281473219523456 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:07.602995 281473219523456 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:07.603451 281473219523456 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:07.603599 281473219523456 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:32:07.858714: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:09.877901: I tensorflow/dtensor/cc/dtensor_device.cc:1574] DTensor cache key lookup missed for __inference_train_1463. DTensor is (re-)computing its SPMD transformation. 2023-06-03 06:32:09.885657: I tensorflow/dtensor/cc/dtensor_device.cc:1643] DTensor cache key lookup missed for __inference_train_1463. DTensor is (re-)computing its ExecutionFunctions. INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True)): 3.11s I0603 06:32:10.715993 281473219523456 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True)): 3.11s [ OK ] DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True) [ RUN ] DTensorDatasetTest.testMixedLayoutsFails I0603 06:32:10.717744 281473219523456 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:10.717931 281473219523456 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:10.718092 281473219523456 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:10.718588 281473219523456 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:10.718738 281473219523456 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] INFO:tensorflow:time(__main__.DTensorDatasetTest.testMixedLayoutsFails): 0.38s I0603 06:32:11.094922 281473219523456 test_util.py:2464] time(__main__.DTensorDatasetTest.testMixedLayoutsFails): 0.38s [ OK ] DTensorDatasetTest.testMixedLayoutsFails [ RUN ] InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8]) I0603 06:32:11.097180 281473219523456 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:11.097440 281473219523456 mesh_util.py:36] Number of global CPU devices: 8 I0603 06:32:11.097609 281473219523456 mesh_util.py:39] Global device IDs: [0 1 2 3 4 5 6 7] I0603 06:32:11.098011 281473219523456 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7] I0603 06:32:11.098155 281473219523456 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7'] INFO:tensorflow:time(__main__.InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8])): 0.0s I0603 06:32:11.098749 281473219523456 test_util.py:2464] time(__main__.InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8])): 0.0s [ OK ] InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8]) ====================================================================== ERROR: testForInIterationEager (__main__.DTensorDatasetTest) DTensorDatasetTest.testForInIterationEager testForInIterationEager(False) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/absl_py/absl/testing/parameterized.py", line 316, in bound_param_test return test_method(self, *testcase_params) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/dtensor/python/tests/input_util_test.py", line 188, in testForInIteration self.assertDTensorEqual(output, images_layout, d_output) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/dtensor/python/tests/test_util.py", line 303, in assertDTensorEqual unpacked = [t.numpy() for t in api.unpack(result_dtensor)] File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/dtensor/python/api.py", line 372, in unpack return _dtensor_device().unpack(tensor) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/dtensor/python/dtensor_device.py", line 246, in unpack raise core._status_to_exception(e) from None # pylint: disable=protected-access tensorflow.python.framework.errors_impl.CancelledError: {{function_node AddV2__func_2528264543976721284_13230101824050524202_2386512056599665587_2}} Function was cancelled before it was started ---------------------------------------------------------------------- Ran 7 tests in 14.918s FAILED (errors=1) ================================================================================ ==================== Test output for //tensorflow/dtensor/python/tests:input_util_test (shard 1 of 8): 2023-06-03 06:32:19.668153: I tensorflow/core/util/port.cc:116] Experimental oneDNN custom operations are on. If you experience issues, please turn them off by setting the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. Running tests under Python 3.10.11: /usr/local/bin/python3 [ RUN ] DTensorDatasetTest.testForInIterationEager I0603 06:32:21.205013 281473280209792 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:21.205266 281473280209792 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:21.205444 281473280209792 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:21.205983 281473280209792 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:21.206238 281473280209792 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] /usr/local/lib/python3.10/dist-packages/google/protobuf/message_factory.py:166: UserWarning: MessageFactory class is deprecated. Please use GetMessageClass() instead of MessageFactory.GetPrototype. MessageFactory class will be removed after 2024. warnings.warn('MessageFactory class is deprecated. Please use ' 2023-06-03 06:32:21.733158: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:21.841837: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:21.894178: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:21.945976: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:23.479874: E tensorflow/dtensor/cc/dtensor_device.cc:2245] Error executing IteratorGetNext {{function_node IteratorGetNext__func_7117014479607279009_12989052755378955192_1628789561242421788_0}} End of sequence [[{{node tf.StatefulPartitionedCall/eager_operation}}]] Encountered when executing an operation using EagerExecutor. This error cancels all future operations and poisons their output tensors. INFO:tensorflow:time(__main__.DTensorDatasetTest.testForInIterationEager): 2.37s I0603 06:32:23.572899 281473280209792 test_util.py:2464] time(__main__.DTensorDatasetTest.testForInIterationEager): 2.37s [ FAILED ] DTensorDatasetTest.testForInIterationEager [ RUN ] DTensorDatasetTest.testIterOnBatchedDatasetGraph I0603 06:32:23.578495 281473280209792 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:23.578712 281473280209792 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:23.578878 281473280209792 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:23.579352 281473280209792 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:23.579502 281473280209792 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:32:23.781847: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:23.850967: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:23.917670: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:23.984107: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:25.967656: I tensorflow/dtensor/cc/dtensor_device.cc:1574] DTensor cache key lookup missed for __inference_train_618. DTensor is (re-)computing its SPMD transformation. 2023-06-03 06:32:25.975042: I tensorflow/dtensor/cc/dtensor_device.cc:1643] DTensor cache key lookup missed for __inference_train_618. DTensor is (re-)computing its ExecutionFunctions. INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterOnBatchedDatasetGraph): 3.07s I0603 06:32:26.643113 281473280209792 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterOnBatchedDatasetGraph): 3.07s [ OK ] DTensorDatasetTest.testIterOnBatchedDatasetGraph [ RUN ] DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True) I0603 06:32:26.644536 281473280209792 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:26.644695 281473280209792 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:26.644850 281473280209792 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:26.645296 281473280209792 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:26.645440 281473280209792 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:32:26.869964: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True)): 2.42s I0603 06:32:29.067304 281473280209792 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True)): 2.42s [ OK ] DTensorDatasetTest.testIterWithLayouts1 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=False, through_dtensor=True) [ RUN ] DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True) I0603 06:32:29.068788 281473280209792 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:29.068960 281473280209792 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:29.069115 281473280209792 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:29.069562 281473280209792 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:29.069706 281473280209792 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:32:29.288097: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:29.358056: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:29.418042: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:29.488050: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True)): 2.69s I0603 06:32:31.760009 281473280209792 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True)): 2.69s [ OK ] DTensorDatasetTest.testIterWithLayouts17 (images_sharding=['batch', 'height', 'width', 'unsharded'], labels_sharding=['batch', 'unsharded'], is_graph=False, through_dtensor=True) [ RUN ] DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True) I0603 06:32:31.761400 281473280209792 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:31.761552 281473280209792 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:31.761706 281473280209792 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:31.762149 281473280209792 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:31.762295 281473280209792 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] 2023-06-03 06:32:31.968879: I tensorflow/core/grappler/optimizers/data/replicate_on_split.cc:32] Running replicate on split optimization 2023-06-03 06:32:33.424498: I tensorflow/dtensor/cc/dtensor_device.cc:1574] DTensor cache key lookup missed for __inference_train_1462. DTensor is (re-)computing its SPMD transformation. 2023-06-03 06:32:33.431766: I tensorflow/dtensor/cc/dtensor_device.cc:1643] DTensor cache key lookup missed for __inference_train_1462. DTensor is (re-)computing its ExecutionFunctions. INFO:tensorflow:time(__main__.DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True)): 2.43s I0603 06:32:34.190512 281473280209792 test_util.py:2464] time(__main__.DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True)): 2.43s [ OK ] DTensorDatasetTest.testIterWithLayouts3 (images_sharding=['unsharded', 'unsharded', 'unsharded', 'unsharded'], labels_sharding=['unsharded', 'unsharded'], is_graph=True, through_dtensor=True) [ RUN ] DTensorDatasetTest.testMixedLayoutsFails I0603 06:32:34.192053 281473280209792 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:34.192220 281473280209792 mesh_util.py:36] Number of global CPU devices: 16 I0603 06:32:34.192378 281473280209792 mesh_util.py:39] Global device IDs: [[[ 0 1] [ 2 3]] [[ 4 5] [ 6 7]] [[ 8 9] [10 11]] [[12 13] [14 15]]] I0603 06:32:34.192834 281473280209792 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] I0603 06:32:34.192980 281473280209792 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7', '/job:localhost/replica:0/task:0/device:CPU:8', '/job:localhost/replica:0/task:0/device:CPU:9', '/job:localhost/replica:0/task:0/device:CPU:10', '/job:localhost/replica:0/task:0/device:CPU:11', '/job:localhost/replica:0/task:0/device:CPU:12', '/job:localhost/replica:0/task:0/device:CPU:13', '/job:localhost/replica:0/task:0/device:CPU:14', '/job:localhost/replica:0/task:0/device:CPU:15'] INFO:tensorflow:time(__main__.DTensorDatasetTest.testMixedLayoutsFails): 0.24s I0603 06:32:34.433465 281473280209792 test_util.py:2464] time(__main__.DTensorDatasetTest.testMixedLayoutsFails): 0.24s [ OK ] DTensorDatasetTest.testMixedLayoutsFails [ RUN ] InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8]) I0603 06:32:34.434827 281473280209792 mesh_util.py:35] This is client 0 of 1 clients I0603 06:32:34.434989 281473280209792 mesh_util.py:36] Number of global CPU devices: 8 I0603 06:32:34.435140 281473280209792 mesh_util.py:39] Global device IDs: [0 1 2 3 4 5 6 7] I0603 06:32:34.435485 281473280209792 mesh_util.py:40] Local device IDs: [0, 1, 2, 3, 4, 5, 6, 7] I0603 06:32:34.435628 281473280209792 mesh_util.py:41] Local devices: ['/job:localhost/replica:0/task:0/device:CPU:0', '/job:localhost/replica:0/task:0/device:CPU:1', '/job:localhost/replica:0/task:0/device:CPU:2', '/job:localhost/replica:0/task:0/device:CPU:3', '/job:localhost/replica:0/task:0/device:CPU:4', '/job:localhost/replica:0/task:0/device:CPU:5', '/job:localhost/replica:0/task:0/device:CPU:6', '/job:localhost/replica:0/task:0/device:CPU:7'] INFO:tensorflow:time(__main__.InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8])): 0.0s I0603 06:32:34.436094 281473280209792 test_util.py:2464] time(__main__.InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8])): 0.0s [ OK ] InputUtilHelpersTest.testShardCounts1 (mesh_dims=[('batch', 8)], layout_specs=['batch'], batch_dim=None, counts=[8]) ====================================================================== ERROR: testForInIterationEager (__main__.DTensorDatasetTest) DTensorDatasetTest.testForInIterationEager testForInIterationEager(False) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/absl_py/absl/testing/parameterized.py", line 316, in bound_param_test return test_method(self, *testcase_params) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/dtensor/python/tests/input_util_test.py", line 185, in testForInIteration d_output, d_iters = train_fn(d_iterator) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/dtensor/python/tests/input_util_test.py", line 174, in train for img in iterator: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/dtensor/python/input_util.py", line 147, in __next__ host_elem = self._next_internal() File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/python/data/ops/iterator_ops.py", line 772, in _next_internal ret = gen_dataset_ops.iterator_get_next( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/python/ops/gen_dataset_ops.py", line 3028, in iterator_get_next _ops.raise_from_not_ok_status(e, name) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/dtensor/python/tests/input_util_test.runfiles/org_tensorflow/tensorflow/python/framework/ops.py", line 5880, in raise_from_not_ok_status raise core._status_to_exception(e) from None # pylint: disable=protected-access tensorflow.python.framework.errors_impl.CancelledError: {{function_node AddV2__func_15668075804795185613_13230101824050524202_2386512056599665587_2}} Function was cancelled before it was started Encountered when executing an operation using EagerExecutor. This error cancels all future operations and poisons their output tensors. [Op:IteratorGetNext] name: ---------------------------------------------------------------------- Ran 7 tests in 13.233s FAILED (errors=1) ================================================================================ //tensorflow/c:c_api_experimental_test PASSED in 42.1s //tensorflow/c:c_api_function_test PASSED in 41.5s //tensorflow/c:c_api_test_cpu PASSED in 45.3s //tensorflow/c:c_test PASSED in 35.3s //tensorflow/c:env_test_cpu PASSED in 33.6s //tensorflow/c:kernels_test_cpu PASSED in 36.8s //tensorflow/c:ops_test PASSED in 27.4s //tensorflow/c:while_loop_test PASSED in 35.6s //tensorflow/c/eager:c_api_cluster_test_cpu PASSED in 44.6s //tensorflow/c/eager:c_api_remote_function_test_cpu PASSED in 54.0s //tensorflow/c/eager:c_api_remote_test_cpu PASSED in 42.3s //tensorflow/c/eager:c_api_test_cpu PASSED in 45.1s //tensorflow/c/eager:custom_device_test PASSED in 43.1s //tensorflow/c/eager/parallel_device:parallel_device_lib_test PASSED in 44.0s //tensorflow/c/eager/parallel_device:parallel_device_remote_test PASSED in 39.2s //tensorflow/c/eager/parallel_device:parallel_device_test PASSED in 41.4s //tensorflow/c/experimental/filesystem/plugins/gcs:expiring_lru_cache_test PASSED in 0.3s //tensorflow/c/experimental/filesystem/plugins/gcs:ram_file_block_cache_test PASSED in 2.5s //tensorflow/c/experimental/grappler:grappler_test PASSED in 36.7s //tensorflow/c/experimental/ops/gen/common:case_format_test PASSED in 1.0s //tensorflow/c/experimental/ops/gen/cpp:cpp_generator_test PASSED in 1.1s //tensorflow/c/experimental/ops/gen/cpp/renderers:renderer_test PASSED in 0.9s //tensorflow/c/experimental/saved_model/core:constant_loading_test PASSED in 14.8s //tensorflow/c/experimental/saved_model/core:object_graph_traversal_test PASSED in 15.1s //tensorflow/c/experimental/saved_model/core:saved_variable_loading_test PASSED in 29.0s //tensorflow/c/experimental/saved_model/core:signature_flattening_test PASSED in 11.5s //tensorflow/c/experimental/saved_model/core:tf_concrete_function_loading_test PASSED in 14.0s //tensorflow/c/experimental/saved_model/core/ops:restore_ops_test PASSED in 16.3s //tensorflow/c/experimental/saved_model/core/ops:variable_ops_test PASSED in 28.9s //tensorflow/c/experimental/saved_model/internal:saved_model_api_test PASSED in 48.1s //tensorflow/c/experimental/stream_executor:stream_executor_test PASSED in 0.7s //tensorflow/c/kernels:bitcast_op_test PASSED in 1.4s //tensorflow/c/kernels:summary_op_benchmark_test PASSED in 0.7s //tensorflow/c/kernels:summary_op_test PASSED in 0.7s //tensorflow/c/kernels:tensor_shape_utils_test PASSED in 0.1s //tensorflow/cc:cc_op_gen_test PASSED in 0.9s //tensorflow/cc:client_client_session_test PASSED in 2.5s //tensorflow/cc:coordinator_test PASSED in 4.4s //tensorflow/cc:framework_cc_ops_test PASSED in 2.9s //tensorflow/cc:framework_gradient_checker_test PASSED in 4.3s //tensorflow/cc:framework_gradients_test PASSED in 5.9s //tensorflow/cc:framework_scope_test PASSED in 1.1s //tensorflow/cc:framework_while_gradients_test PASSED in 3.6s //tensorflow/cc:gradients_array_grad_test PASSED in 13.1s //tensorflow/cc:gradients_data_flow_grad_test PASSED in 3.5s //tensorflow/cc:gradients_functional_grad_test PASSED in 4.1s //tensorflow/cc:gradients_image_grad_test PASSED in 7.4s //tensorflow/cc:gradients_linalg_grad_test PASSED in 3.2s //tensorflow/cc:gradients_manip_grad_test PASSED in 3.8s //tensorflow/cc:gradients_math_grad_test PASSED in 7.6s //tensorflow/cc:gradients_nn_grad_test PASSED in 14.9s //tensorflow/cc:gradients_resource_variable_grad_test PASSED in 2.6s //tensorflow/cc:ops_const_op_test PASSED in 2.0s //tensorflow/cc:ops_while_loop_test PASSED in 3.8s //tensorflow/cc:queue_runner_test PASSED in 13.0s //tensorflow/cc/experimental/base/tests:tensor_test PASSED in 0.1s //tensorflow/cc/experimental/base/tests:tensorhandle_test PASSED in 41.7s //tensorflow/cc/experimental/libexport:load_test PASSED in 0.2s //tensorflow/cc/experimental/libexport:save_test PASSED in 0.5s //tensorflow/cc/experimental/libtf:libtf_module_test PASSED in 46.6s //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 40.2s //tensorflow/cc/experimental/libtf:libtf_transform_test PASSED in 44.1s //tensorflow/cc/experimental/libtf:libtf_value_test PASSED in 0.7s //tensorflow/cc/experimental/libtf:libtf_visit_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:iostream_test PASSED in 0.5s //tensorflow/cc/experimental/libtf/impl:none_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:scalars_test PASSED in 0.4s //tensorflow/cc/experimental/libtf/impl:string_test PASSED in 0.2s //tensorflow/cc/experimental/libtf/impl:tensor_spec_test PASSED in 0.3s //tensorflow/cc/saved_model:bundle_v2_test PASSED in 0.2s //tensorflow/cc/saved_model:fingerprinting_test PASSED in 1.3s //tensorflow/cc/saved_model:metrics_test PASSED in 0.2s //tensorflow/cc/saved_model:reader_test PASSED in 0.2s //tensorflow/cc/saved_model:saved_model_bundle_lite_test PASSED in 10.3s //tensorflow/cc/saved_model:saved_model_bundle_test PASSED in 7.0s //tensorflow/cc/saved_model:util_test PASSED in 0.5s //tensorflow/cc/saved_model/experimental/tests:saved_model_api_test PASSED in 48.2s //tensorflow/cc/tools:freeze_saved_model_test PASSED in 3.0s //tensorflow/compiler/aot:codegen_test PASSED in 38.2s //tensorflow/compiler/jit:compilability_check_util_test PASSED in 24.7s //tensorflow/compiler/jit:deadness_analysis_test PASSED in 10.0s //tensorflow/compiler/jit:device_compilation_cache_test PASSED in 6.3s //tensorflow/compiler/jit:device_compilation_cluster_signature_test PASSED in 8.4s //tensorflow/compiler/jit:device_compilation_profiler_test PASSED in 25.3s //tensorflow/compiler/jit:device_compiler_client_test PASSED in 6.1s //tensorflow/compiler/jit:device_compiler_disable_test PASSED in 22.0s //tensorflow/compiler/jit:device_executable_persistor_test PASSED in 23.5s //tensorflow/compiler/jit:device_util_test PASSED in 7.2s //tensorflow/compiler/jit:encapsulate_util_test PASSED in 0.7s //tensorflow/compiler/jit:node_matchers_test PASSED in 0.5s //tensorflow/compiler/jit:resource_operation_safety_analysis_test PASSED in 10.3s //tensorflow/compiler/jit:shape_inference_test PASSED in 1.1s //tensorflow/compiler/jit:xla_activity_listener_test PASSED in 28.7s //tensorflow/compiler/jit:xla_cluster_util_test PASSED in 10.3s //tensorflow/compiler/jit:xla_compile_util_test PASSED in 6.4s //tensorflow/compiler/jit:xla_kernel_creator_test PASSED in 11.0s //tensorflow/compiler/jit:xla_launch_util_test PASSED in 28.1s //tensorflow/compiler/jit/tests:auto_clustering_test PASSED in 28.9s //tensorflow/compiler/mlir:mlir_graph_optimization_pass_test PASSED in 15.7s //tensorflow/compiler/mlir:register_common_dialects_test PASSED in 20.9s //tensorflow/compiler/mlir/lite:lstm_utils_test PASSED in 0.8s //tensorflow/compiler/mlir/lite:perception_ops_utils_test PASSED in 1.5s //tensorflow/compiler/mlir/lite:size_utils_test PASSED in 0.3s //tensorflow/compiler/mlir/lite:tftext_utils_test PASSED in 0.7s //tensorflow/compiler/mlir/lite/experimental/remat:rematerializer_test PASSED in 1.0s //tensorflow/compiler/mlir/lite/experimental/tac:execution_metadata_exporter_test PASSED in 5.0s //tensorflow/compiler/mlir/lite/experimental/tac/tests:compute-cost.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/experimental/tac/tests:device-transform-gpu.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/experimental/tac/tests:device-transform-nnapi.mlir.test PASSED in 0.5s //tensorflow/compiler/mlir/lite/experimental/tac/tests:fold-constants-to-subgraph.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/experimental/tac/tests:get-alternative-subgraph.mlir.test PASSED in 1.4s //tensorflow/compiler/mlir/lite/experimental/tac/tests:get-op-cost.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/experimental/tac/tests:pick-subgraphs.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/lite/experimental/tac/tests:raise-target-subgraphs.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/lite/experimental/tac/tests:tac-filter.mlir.test PASSED in 2.0s //tensorflow/compiler/mlir/lite/experimental/tac/tests:target-annotation.mlir.test PASSED in 0.4s //tensorflow/compiler/mlir/lite/experimental/tac/tests/e2e:device-transform-nnapi.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/experimental/tac/tests/e2e:simple-graph.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/metrics:error_collector_inst_test PASSED in 0.6s //tensorflow/compiler/mlir/lite/quantization:numerical_utils_test PASSED in 0.4s //tensorflow/compiler/mlir/lite/quantization/lite:quantize_model_test PASSED in 14.1s //tensorflow/compiler/mlir/lite/quantization/lite:quantize_weights_test PASSED in 12.0s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:fallback_to_flex_ops_default.mlir.test PASSED in 1.6s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:fallback_to_flex_ops_legacy.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:tf_to_quant.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:tf_to_quant_4bit.mlir.test PASSED in 0.5s //tensorflow/compiler/mlir/lite/quantization/tests:import_quant_stats.mlir.test PASSED in 0.5s //tensorflow/compiler/mlir/lite/sparsity:sparsify_model_test PASSED in 0.7s //tensorflow/compiler/mlir/lite/stablehlo/tests:fold_broadcast.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/stablehlo/tests:fuse_mhlo_convolution.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-inplaceupdate.mlir.test PASSED in 0.8s 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PASSED in 8.8s //tensorflow/compiler/tests:cond_test_cpu PASSED in 7.6s //tensorflow/compiler/tests:const_arg_test_cpu PASSED in 9.4s //tensorflow/compiler/tests:const_test_cpu PASSED in 6.8s //tensorflow/compiler/tests:data_format_ops_test_cpu PASSED in 12.5s //tensorflow/compiler/tests:data_format_ops_test_cpu_mlir_bridge_test PASSED in 13.4s //tensorflow/compiler/tests:dense_layer_test_cpu PASSED in 12.7s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu PASSED in 9.2s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu_mlir_bridge_test PASSED in 12.6s //tensorflow/compiler/tests:dynamic_stitch_test_cpu PASSED in 10.3s //tensorflow/compiler/tests:dynamic_stitch_test_cpu_mlir_bridge_test PASSED in 7.0s //tensorflow/compiler/tests:eager_test_cpu PASSED in 15.7s //tensorflow/compiler/tests:einsum_op_test_cpu PASSED in 8.5s //tensorflow/compiler/tests:einsum_op_test_cpu_mlir_bridge_test PASSED in 8.3s //tensorflow/compiler/tests:ensure_shape_op_test_cpu PASSED in 7.7s 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7.3s //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test PASSED in 8.6s //tensorflow/compiler/tests:matrix_triangular_solve_op_test_cpu PASSED in 20.7s //tensorflow/compiler/tests:matrix_triangular_solve_op_test_cpu_mlir_bridge_test PASSED in 29.5s //tensorflow/compiler/tests:momentum_test_cpu PASSED in 14.3s //tensorflow/compiler/tests:nary_ops_test_cpu PASSED in 8.3s //tensorflow/compiler/tests:nary_ops_test_cpu_mlir_bridge_test PASSED in 9.9s //tensorflow/compiler/tests:nullary_ops_test_cpu PASSED in 9.0s //tensorflow/compiler/tests:nullary_ops_test_cpu_mlir_bridge_test PASSED in 5.9s //tensorflow/compiler/tests:placeholder_test_cpu PASSED in 6.9s //tensorflow/compiler/tests:placeholder_test_cpu_mlir_bridge_test PASSED in 7.3s //tensorflow/compiler/tests:proximal_adagrad_test_cpu PASSED in 8.2s //tensorflow/compiler/tests:proximal_gradient_descent_test_cpu PASSED in 9.2s //tensorflow/compiler/tests:quantized_ops_test_cpu PASSED in 11.1s 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//tensorflow/compiler/tests:searchsorted_op_test_cpu_mlir_bridge_test PASSED in 9.1s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu PASSED in 30.5s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu_mlir_bridge_test PASSED in 32.8s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu PASSED in 13.7s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu_mlir_bridge_test PASSED in 18.6s //tensorflow/compiler/tests:slice_ops_test_cpu PASSED in 14.5s //tensorflow/compiler/tests:slice_ops_test_cpu_mlir_bridge_test PASSED in 18.6s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu PASSED in 11.2s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu_mlir_bridge_test PASSED in 9.9s //tensorflow/compiler/tests:stack_ops_test_cpu PASSED in 6.5s //tensorflow/compiler/tests:tensor_float_32_test_cpu PASSED in 13.2s //tensorflow/compiler/tests:tensor_float_32_test_cpu_mlir_bridge_test PASSED in 9.3s //tensorflow/compiler/tests:tensor_list_ops_test_cpu PASSED in 8.7s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu PASSED in 20.0s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu_mlir_bridge_test PASSED in 18.6s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu PASSED in 21.2s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu_mlir_bridge_test PASSED in 13.3s //tensorflow/compiler/tests:unique_ops_test_cpu PASSED in 6.6s //tensorflow/compiler/tests:variable_ops_test_cpu PASSED in 25.8s //tensorflow/compiler/tests:variable_ops_test_cpu_mlir_bridge_test PASSED in 13.1s //tensorflow/compiler/tests:where_op_test_cpu PASSED in 8.5s //tensorflow/compiler/tests:while_test_cpu PASSED in 29.1s //tensorflow/compiler/tests:xla_call_module_test_cpu PASSED in 10.1s //tensorflow/compiler/tests:xla_custom_call_ops_test_cpu PASSED in 7.2s //tensorflow/compiler/tests:xla_device_gpu_test_cpu PASSED in 8.2s //tensorflow/compiler/tests:xla_device_test_cpu PASSED in 14.0s 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//tensorflow/compiler/tf2xla:tf2xla_opset_test PASSED in 8.8s //tensorflow/compiler/tf2xla:tf2xla_test PASSED in 22.0s //tensorflow/compiler/tf2xla:tf2xla_util_test PASSED in 0.8s //tensorflow/compiler/tf2xla:xla_compiler_test PASSED in 22.9s //tensorflow/compiler/tf2xla:xla_jit_compiled_cpu_function_test PASSED in 21.8s //tensorflow/compiler/tf2xla:xla_op_registry_test PASSED in 5.6s //tensorflow/compiler/tf2xla/kernels:rng_converter_utils_test PASSED in 1.3s //tensorflow/compiler/xla:array2d_test PASSED in 0.2s //tensorflow/compiler/xla:array3d_test PASSED in 0.4s //tensorflow/compiler/xla:array4d_test PASSED in 0.6s //tensorflow/compiler/xla:array_test PASSED in 0.3s //tensorflow/compiler/xla:bit_cast_test PASSED in 0.1s //tensorflow/compiler/xla:comparison_util_test PASSED in 0.1s //tensorflow/compiler/xla:debug_options_parsers_test PASSED in 0.3s //tensorflow/compiler/xla:index_util_test PASSED in 0.1s //tensorflow/compiler/xla:iterator_util_test PASSED in 0.1s //tensorflow/compiler/xla:layout_test PASSED in 0.1s //tensorflow/compiler/xla:layout_util_test PASSED in 0.2s //tensorflow/compiler/xla:literal_test PASSED in 1.1s //tensorflow/compiler/xla:parse_flags_from_env_test PASSED in 0.7s //tensorflow/compiler/xla:permutation_util_test PASSED in 0.2s //tensorflow/compiler/xla:primitive_util_test PASSED in 0.1s //tensorflow/compiler/xla:refcounting_hash_map_test PASSED in 0.2s //tensorflow/compiler/xla:reference_util_test PASSED in 0.4s //tensorflow/compiler/xla:shape_test PASSED in 0.1s //tensorflow/compiler/xla:shape_tree_test PASSED in 0.1s //tensorflow/compiler/xla:shape_util_test PASSED in 2.4s //tensorflow/compiler/xla:status_macros_test PASSED in 0.2s //tensorflow/compiler/xla:text_literal_reader_test PASSED in 0.2s //tensorflow/compiler/xla:text_literal_writer_test PASSED in 0.5s //tensorflow/compiler/xla:types_test PASSED in 0.1s //tensorflow/compiler/xla:util_test PASSED in 0.1s //tensorflow/compiler/xla:window_util_test PASSED in 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PASSED in 0.2s //tensorflow/compiler/xla/service:hlo_module_test PASSED in 0.8s //tensorflow/compiler/xla/service:hlo_opcode_test PASSED in 1.1s //tensorflow/compiler/xla/service:hlo_ordering_test PASSED in 1.3s //tensorflow/compiler/xla/service:hlo_parser_test PASSED in 0.5s //tensorflow/compiler/xla/service:hlo_pass_pipeline_test PASSED in 1.3s //tensorflow/compiler/xla/service:hlo_phi_graph_test PASSED in 0.5s //tensorflow/compiler/xla/service:hlo_proto_util_test PASSED in 1.1s //tensorflow/compiler/xla/service:hlo_reachability_test PASSED in 0.9s //tensorflow/compiler/xla/service:hlo_rematerialization_test PASSED in 1.3s //tensorflow/compiler/xla/service:hlo_rematerialization_test_utils_test PASSED in 0.9s //tensorflow/compiler/xla/service:hlo_replication_analysis_test PASSED in 1.3s //tensorflow/compiler/xla/service:hlo_schedule_test PASSED in 2.3s //tensorflow/compiler/xla/service:hlo_sharding_test PASSED in 1.7s //tensorflow/compiler/xla/service:hlo_value_semantics_analysis_test PASSED in 1.4s //tensorflow/compiler/xla/service:hlo_verifier_test PASSED in 1.9s //tensorflow/compiler/xla/service:indexed_array_analysis_test PASSED in 1.3s //tensorflow/compiler/xla/service:instruction_fusion_test PASSED in 1.5s //tensorflow/compiler/xla/service:latency_hiding_scheduler_test PASSED in 2.7s //tensorflow/compiler/xla/service:layout_assignment_test PASSED in 6.6s //tensorflow/compiler/xla/service:layout_normalization_test PASSED in 4.5s //tensorflow/compiler/xla/service:logistic_expander_test PASSED in 1.6s //tensorflow/compiler/xla/service:loop_schedule_linearizer_test PASSED in 1.3s //tensorflow/compiler/xla/service:map_inliner_test PASSED in 1.8s //tensorflow/compiler/xla/service:mapped_ptr_container_sorter_test PASSED in 0.2s //tensorflow/compiler/xla/service:memory_space_assignment_best_fit_repacker_test PASSED in 0.2s //tensorflow/compiler/xla/service:memory_space_assignment_test PASSED in 1.3s //tensorflow/compiler/xla/service:memory_space_propagation_test PASSED in 1.1s //tensorflow/compiler/xla/service:name_uniquer_test PASSED in 0.2s //tensorflow/compiler/xla/service:operand_upcaster_test PASSED in 1.2s //tensorflow/compiler/xla/service:optimize_input_output_buffer_alias_test PASSED in 1.5s //tensorflow/compiler/xla/service:pattern_matcher_gmock_test PASSED in 1.0s //tensorflow/compiler/xla/service:pattern_matcher_test PASSED in 2.3s //tensorflow/compiler/xla/service:profile_guided_latency_estimator_test PASSED in 1.5s //tensorflow/compiler/xla/service:real_imag_expander_test PASSED in 1.0s //tensorflow/compiler/xla/service:reduce_decomposer_test PASSED in 1.5s //tensorflow/compiler/xla/service:reduce_scatter_combiner_test PASSED in 1.2s //tensorflow/compiler/xla/service:reduce_scatter_decomposer_test PASSED in 1.0s //tensorflow/compiler/xla/service:reduce_scatter_reassociate_test PASSED in 0.9s //tensorflow/compiler/xla/service:reshape_decomposer_test PASSED in 1.6s //tensorflow/compiler/xla/service:reshape_mover_test PASSED in 1.4s //tensorflow/compiler/xla/service:result_caster_test PASSED in 1.0s //tensorflow/compiler/xla/service:root_instruction_sinker_test PASSED in 0.9s //tensorflow/compiler/xla/service:scatter_expander_test PASSED in 1.2s //tensorflow/compiler/xla/service:scatter_simplifier_test PASSED in 1.4s //tensorflow/compiler/xla/service:select_and_scatter_expander_test PASSED in 1.3s //tensorflow/compiler/xla/service:shape_inference_test PASSED in 0.2s //tensorflow/compiler/xla/service:shaped_buffer_test PASSED in 8.2s //tensorflow/compiler/xla/service:sharding_propagation_test PASSED in 6.5s //tensorflow/compiler/xla/service:sharding_remover_test PASSED in 1.5s //tensorflow/compiler/xla/service:simplify_fp_conversions_test PASSED in 2.3s //tensorflow/compiler/xla/service:slice_sinker_test PASSED in 1.0s //tensorflow/compiler/xla/service:sort_simplifier_test PASSED in 1.2s //tensorflow/compiler/xla/service:space_to_batch_converter_test PASSED in 1.6s //tensorflow/compiler/xla/service:stable_sort_expander_test PASSED in 1.9s //tensorflow/compiler/xla/service:stochastic_convert_decomposer_test PASSED in 1.0s //tensorflow/compiler/xla/service:stream_pool_test PASSED in 0.5s //tensorflow/compiler/xla/service:topk_rewriter_test PASSED in 4.4s //tensorflow/compiler/xla/service:transpose_folding_test PASSED in 1.6s //tensorflow/compiler/xla/service:tuple_points_to_analysis_test PASSED in 0.9s //tensorflow/compiler/xla/service:tuple_simplifier_test PASSED in 1.0s //tensorflow/compiler/xla/service:tuple_util_test PASSED in 1.1s //tensorflow/compiler/xla/service:value_range_test PASSED in 1.2s //tensorflow/compiler/xla/service:while_loop_all_reduce_code_motion_test PASSED in 3.5s //tensorflow/compiler/xla/service:while_loop_analysis_test PASSED in 1.9s //tensorflow/compiler/xla/service:while_loop_concat_code_motion_test PASSED in 1.8s //tensorflow/compiler/xla/service:while_loop_constant_sinking_test PASSED in 1.1s //tensorflow/compiler/xla/service:while_loop_expensive_invariant_code_motion_test PASSED in 2.2s //tensorflow/compiler/xla/service:while_loop_invariant_code_motion_test PASSED in 2.4s //tensorflow/compiler/xla/service:while_loop_simplifier_test PASSED in 1.4s //tensorflow/compiler/xla/service:while_loop_trip_count_annotator_test PASSED in 2.2s //tensorflow/compiler/xla/service:while_util_test PASSED in 1.0s //tensorflow/compiler/xla/service:xla_aot_compile_stablehlo_cpu_test PASSED in 11.7s //tensorflow/compiler/xla/service:xla_debug_info_manager_test PASSED in 1.3s //tensorflow/compiler/xla/service:zero_sized_hlo_elimination_test PASSED in 1.6s //tensorflow/compiler/xla/service/cpu:conv_canonicalization_test PASSED in 1.4s //tensorflow/compiler/xla/service/cpu:cpu_eigen_tensor_alignment_test PASSED in 1.6s //tensorflow/compiler/xla/service/cpu:cpu_instruction_fusion_test PASSED in 2.5s //tensorflow/compiler/xla/service/cpu:cpu_layout_assignment_test PASSED in 3.5s //tensorflow/compiler/xla/service/cpu:ir_emission_utils_test PASSED in 1.1s //tensorflow/compiler/xla/service/cpu:parallel_task_assignment_test PASSED in 4.0s //tensorflow/compiler/xla/service/cpu:runtime_fft_test PASSED in 1.2s //tensorflow/compiler/xla/service/cpu:shape_partition_test PASSED in 1.4s //tensorflow/compiler/xla/service/cpu:xfeed_manager_test PASSED in 0.7s //tensorflow/compiler/xla/service/cpu/tests:cpu_bytesizeof_test PASSED in 0.6s //tensorflow/compiler/xla/service/cpu/tests:cpu_dyn_shape_test PASSED in 10.9s //tensorflow/compiler/xla/service/cpu/tests:cpu_eigen_dot_operation_test PASSED in 10.3s //tensorflow/compiler/xla/service/cpu/tests:cpu_external_constants_test PASSED in 22.9s //tensorflow/compiler/xla/service/cpu/tests:cpu_fusion_test PASSED in 9.5s //tensorflow/compiler/xla/service/cpu/tests:cpu_infeed_test PASSED in 8.1s //tensorflow/compiler/xla/service/cpu/tests:cpu_intrinsic_test PASSED in 15.2s //tensorflow/compiler/xla/service/cpu/tests:cpu_key_value_sort_test PASSED in 11.3s //tensorflow/compiler/xla/service/cpu/tests:cpu_literal_caching_test PASSED in 12.4s //tensorflow/compiler/xla/service/cpu/tests:cpu_noalias_test PASSED in 10.2s //tensorflow/compiler/xla/service/cpu/tests:cpu_outfeed_test PASSED in 9.5s //tensorflow/compiler/xla/service/cpu/tests:cpu_profiling_test PASSED in 13.1s //tensorflow/compiler/xla/service/cpu/tests:cpu_spmd_compile_test PASSED in 9.3s //tensorflow/compiler/xla/service/cpu/tests:cpu_topk_test PASSED in 13.0s //tensorflow/compiler/xla/service/cpu/tests:cpu_vectorization_test PASSED in 14.4s //tensorflow/compiler/xla/service/cpu/tests:cpu_while_test PASSED in 11.7s //tensorflow/compiler/xla/service/cpu/tests:tree_reduction_rewriter_test PASSED in 8.5s //tensorflow/compiler/xla/service/gpu:alias_passthrough_params_test PASSED in 1.3s //tensorflow/compiler/xla/service/gpu:all_reduce_blueconnect_test PASSED in 1.2s //tensorflow/compiler/xla/service/gpu:backend_configs_test PASSED in 2.1s //tensorflow/compiler/xla/service/gpu:cublas_pad_for_gemms_test PASSED in 1.6s //tensorflow/compiler/xla/service/gpu:cudnn_pad_for_convolutions_test PASSED in 1.7s //tensorflow/compiler/xla/service/gpu:cudnn_simplify_padding_test PASSED in 1.7s //tensorflow/compiler/xla/service/gpu:cudnn_support_utils_test PASSED in 1.7s //tensorflow/compiler/xla/service/gpu:cudnn_vectorize_convolutions_test PASSED in 1.4s //tensorflow/compiler/xla/service/gpu:fusion_merger_test PASSED in 3.6s //tensorflow/compiler/xla/service/gpu:gemm_rewriter_triton_test PASSED in 1.8s //tensorflow/compiler/xla/service/gpu:gpu_async_collective_annotator_test PASSED in 1.3s //tensorflow/compiler/xla/service/gpu:gpu_conv_padding_legalization_test PASSED in 1.1s //tensorflow/compiler/xla/service/gpu:gpu_conv_rewriter_test PASSED in 1.1s //tensorflow/compiler/xla/service/gpu:gpu_convert_async_collectives_to_sync_test PASSED in 2.0s //tensorflow/compiler/xla/service/gpu:gpu_copy_insertion_test PASSED in 10.6s //tensorflow/compiler/xla/service/gpu:gpu_fusible_test PASSED in 1.8s //tensorflow/compiler/xla/service/gpu:gpu_hlo_cost_analysis_test PASSED in 1.9s //tensorflow/compiler/xla/service/gpu:gpu_performance_model_test PASSED in 1.8s //tensorflow/compiler/xla/service/gpu:gpu_sanitize_constant_names_test PASSED in 1.7s //tensorflow/compiler/xla/service/gpu:hlo_algorithm_denylist_test PASSED in 0.2s //tensorflow/compiler/xla/service/gpu:hlo_fusion_stats_test PASSED in 0.9s //tensorflow/compiler/xla/service/gpu:instruction_fusion_test PASSED in 2.5s //tensorflow/compiler/xla/service/gpu:ir_emission_utils_test PASSED in 1.8s //tensorflow/compiler/xla/service/gpu:matmul_utils_test PASSED in 1.7s //tensorflow/compiler/xla/service/gpu:move_copy_to_users_test PASSED in 1.9s //tensorflow/compiler/xla/service/gpu:multi_output_fusion_test PASSED in 2.9s //tensorflow/compiler/xla/service/gpu:non_atomically_upgradeable_rw_lock_test PASSED in 0.1s //tensorflow/compiler/xla/service/gpu:reduction_splitter_test PASSED in 1.7s //tensorflow/compiler/xla/service/gpu:scatter_slice_simplifier_test PASSED in 2.2s //tensorflow/compiler/xla/service/gpu:target_util_test PASSED in 0.9s //tensorflow/compiler/xla/service/gpu:topk_splitter_test PASSED in 31.8s //tensorflow/compiler/xla/service/gpu:variadic_op_splitter_test PASSED in 1.8s //tensorflow/compiler/xla/service/gpu:while_transformer_test PASSED in 2.2s //tensorflow/compiler/xla/service/gpu/llvm_gpu_backend:utils_test PASSED in 0.7s //tensorflow/compiler/xla/service/gpu/tests:gpu_reduce_scatter_creator_test PASSED in 1.0s //tensorflow/compiler/xla/service/gpu/tests:reduction_degenerate_dim_remover_test PASSED in 2.4s //tensorflow/compiler/xla/service/gpu/tests:reduction_dimension_grouper_test PASSED in 1.8s //tensorflow/compiler/xla/service/gpu/tests:tree_reduction_rewriter_test PASSED in 2.0s //tensorflow/compiler/xla/service/graphcycles:graphcycles_test PASSED in 1.4s //tensorflow/compiler/xla/service/graphcycles:ordered_set_test PASSED in 0.8s //tensorflow/compiler/xla/service/llvm_ir:alias_analysis_test PASSED in 11.3s //tensorflow/compiler/xla/service/llvm_ir:ir_array_test PASSED in 1.4s //tensorflow/compiler/xla/service/spmd:canonicalize_all_gather_for_cse_test PASSED in 1.2s //tensorflow/compiler/xla/service/spmd:collective_permute_motion_test PASSED in 0.9s //tensorflow/compiler/xla/service/spmd:partition_assignment_test PASSED in 1.2s //tensorflow/compiler/xla/service/spmd:schedule_aware_collective_ops_cse_test PASSED in 2.1s //tensorflow/compiler/xla/service/spmd:spmd_partitioner_test PASSED in 2.1s //tensorflow/compiler/xla/service/spmd:stateful_rng_spmd_partitioner_test PASSED in 1.5s //tensorflow/compiler/xla/stream_executor:dnn_test PASSED in 0.2s //tensorflow/compiler/xla/stream_executor:stream_test PASSED in 0.3s //tensorflow/compiler/xla/stream_executor/host:host_stream_test PASSED in 0.6s //tensorflow/compiler/xla/tests:all_reduce_test_cpu PASSED in 11.1s //tensorflow/compiler/xla/tests:axpy_simple_test_cpu PASSED in 14.3s //tensorflow/compiler/xla/tests:bad_rng_shape_validation_test_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests:binop_scaling_test_cpu PASSED in 13.9s //tensorflow/compiler/xla/tests:bitcast_convert_test_cpu PASSED in 12.9s //tensorflow/compiler/xla/tests:broadcast_simple_test_cpu PASSED in 14.9s //tensorflow/compiler/xla/tests:broadcast_test_cpu PASSED in 14.4s //tensorflow/compiler/xla/tests:buffer_donation_test_cpu PASSED in 10.5s //tensorflow/compiler/xla/tests:call_test_cpu PASSED in 13.0s //tensorflow/compiler/xla/tests:check_execution_arity_test_cpu PASSED in 12.9s //tensorflow/compiler/xla/tests:cholesky_test_cpu PASSED in 20.3s //tensorflow/compiler/xla/tests:client_test_cpu PASSED in 16.0s //tensorflow/compiler/xla/tests:collective_ops_test_cpu PASSED in 29.4s //tensorflow/compiler/xla/tests:compilation_cache_test_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests:compute_constant_test_cpu PASSED in 10.2s //tensorflow/compiler/xla/tests:concat_test_cpu PASSED in 15.3s //tensorflow/compiler/xla/tests:constant_reduction_function_test_cpu PASSED in 12.8s //tensorflow/compiler/xla/tests:constants_test_cpu PASSED in 17.1s //tensorflow/compiler/xla/tests:convert_test_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests:copy_test_cpu PASSED in 12.0s //tensorflow/compiler/xla/tests:cpu_gpu_fusion_test_cpu PASSED in 13.2s //tensorflow/compiler/xla/tests:custom_call_test_cpu PASSED in 15.2s //tensorflow/compiler/xla/tests:deallocation_test_cpu PASSED in 19.1s //tensorflow/compiler/xla/tests:deconstruct_tuple_test_cpu PASSED in 11.2s //tensorflow/compiler/xla/tests:deep_graph_test_cpu PASSED in 13.7s //tensorflow/compiler/xla/tests:execution_profile_test_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests:fft_test_cpu PASSED in 13.2s //tensorflow/compiler/xla/tests:float8_test_cpu PASSED in 9.7s //tensorflow/compiler/xla/tests:floor_ceil_test_cpu PASSED in 13.8s //tensorflow/compiler/xla/tests:fmax_fmin_test_cpu PASSED in 9.6s //tensorflow/compiler/xla/tests:gather_operation_test_cpu PASSED in 23.9s //tensorflow/compiler/xla/tests:get_dimension_size_test_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests:half_test_cpu PASSED in 10.0s //tensorflow/compiler/xla/tests:hlo_metadata_test PASSED in 9.4s //tensorflow/compiler/xla/tests:literal_test_util_test PASSED in 3.6s //tensorflow/compiler/xla/tests:local_client_allocation_test_cpu PASSED in 11.3s //tensorflow/compiler/xla/tests:local_client_aot_test PASSED in 0.1s //tensorflow/compiler/xla/tests:log_test_cpu PASSED in 14.6s //tensorflow/compiler/xla/tests:map_test_cpu PASSED in 12.0s //tensorflow/compiler/xla/tests:matrix_ops_simple_test_cpu PASSED in 20.0s //tensorflow/compiler/xla/tests:multidimensional_slice_test_cpu PASSED in 9.0s //tensorflow/compiler/xla/tests:multiple_devices_on_host_test PASSED in 12.2s //tensorflow/compiler/xla/tests:multithreaded_compilation_test_cpu PASSED in 16.2s //tensorflow/compiler/xla/tests:outfeed_in_nested_computation_test_cpu PASSED in 11.5s //tensorflow/compiler/xla/tests:pad_test_cpu PASSED in 10.2s //tensorflow/compiler/xla/tests:pred_test_cpu PASSED in 11.1s //tensorflow/compiler/xla/tests:query_inferred_shape_test_cpu PASSED in 13.2s //tensorflow/compiler/xla/tests:reduce_hlo_test_cpu PASSED in 12.1s //tensorflow/compiler/xla/tests:reduce_precision_test_cpu PASSED in 10.8s //tensorflow/compiler/xla/tests:replay_test_cpu PASSED in 13.6s //tensorflow/compiler/xla/tests:reshape_motion_test_cpu PASSED in 11.5s //tensorflow/compiler/xla/tests:reverse_test_cpu PASSED in 12.0s //tensorflow/compiler/xla/tests:round_trip_packed_literal_test_cpu PASSED in 10.8s //tensorflow/compiler/xla/tests:round_trip_transfer_test_cpu PASSED in 11.5s //tensorflow/compiler/xla/tests:sample_text_test_cpu PASSED in 10.5s //tensorflow/compiler/xla/tests:scatter_test_cpu PASSED in 25.3s //tensorflow/compiler/xla/tests:select_test_cpu PASSED in 11.8s //tensorflow/compiler/xla/tests:test_utils_test_cpu PASSED in 10.8s //tensorflow/compiler/xla/tests:token_hlo_test_cpu PASSED in 15.5s //tensorflow/compiler/xla/tests:topk_test_cpu PASSED in 13.0s //tensorflow/compiler/xla/tests:transfer_manager_test_cpu PASSED in 16.1s //tensorflow/compiler/xla/tests:transpose_test_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests:tuple_test_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests:unary_op_test_cpu PASSED in 13.0s //tensorflow/compiler/xla/tests:value_inference_test_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests:vector_ops_reduce_test_cpu PASSED in 9.6s //tensorflow/compiler/xla/tests:vector_ops_simple_test_cpu PASSED in 12.7s //tensorflow/compiler/xla/tests:while_test_cpu PASSED in 14.6s //tensorflow/compiler/xla/tests/fuzz:rand_000000_cpu PASSED in 12.9s //tensorflow/compiler/xla/tests/fuzz:rand_000003_cpu PASSED in 10.2s //tensorflow/compiler/xla/tests/fuzz:rand_000005_cpu PASSED in 13.3s //tensorflow/compiler/xla/tests/fuzz:rand_000006_cpu PASSED in 11.1s //tensorflow/compiler/xla/tests/fuzz:rand_000007_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests/fuzz:rand_000008_cpu PASSED in 13.0s //tensorflow/compiler/xla/tests/fuzz:rand_000009_cpu PASSED in 9.7s //tensorflow/compiler/xla/tests/fuzz:rand_000013_cpu PASSED in 9.4s //tensorflow/compiler/xla/tests/fuzz:rand_000015_cpu PASSED in 10.2s //tensorflow/compiler/xla/tests/fuzz:rand_000016_cpu PASSED in 10.4s //tensorflow/compiler/xla/tests/fuzz:rand_000017_cpu PASSED in 11.2s //tensorflow/compiler/xla/tests/fuzz:rand_000018_cpu PASSED in 13.0s //tensorflow/compiler/xla/tests/fuzz:rand_000019_cpu PASSED in 11.8s //tensorflow/compiler/xla/tests/fuzz:rand_000020_cpu PASSED in 11.8s //tensorflow/compiler/xla/tests/fuzz:rand_000022_cpu PASSED in 10.4s //tensorflow/compiler/xla/tests/fuzz:rand_000024_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests/fuzz:rand_000025_cpu PASSED in 13.2s //tensorflow/compiler/xla/tests/fuzz:rand_000026_cpu PASSED in 11.8s //tensorflow/compiler/xla/tests/fuzz:rand_000030_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests/fuzz:rand_000031_cpu PASSED in 9.0s //tensorflow/compiler/xla/tests/fuzz:rand_000032_cpu PASSED in 9.6s //tensorflow/compiler/xla/tests/fuzz:rand_000033_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests/fuzz:rand_000034_cpu PASSED in 10.9s //tensorflow/compiler/xla/tests/fuzz:rand_000035_cpu PASSED in 11.7s //tensorflow/compiler/xla/tests/fuzz:rand_000036_cpu PASSED in 11.4s //tensorflow/compiler/xla/tests/fuzz:rand_000039_cpu PASSED in 9.5s //tensorflow/compiler/xla/tests/fuzz:rand_000040_cpu PASSED in 12.9s //tensorflow/compiler/xla/tests/fuzz:rand_000041_cpu PASSED in 9.5s //tensorflow/compiler/xla/tests/fuzz:rand_000043_cpu PASSED in 11.0s //tensorflow/compiler/xla/tests/fuzz:rand_000049_cpu PASSED in 10.6s //tensorflow/compiler/xla/tests/fuzz:rand_000053_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests/fuzz:rand_000056_cpu PASSED in 9.5s //tensorflow/compiler/xla/tests/fuzz:rand_000059_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests/fuzz:rand_000061_cpu PASSED in 8.5s //tensorflow/compiler/xla/tests/fuzz:rand_000062_cpu PASSED in 12.0s //tensorflow/compiler/xla/tests/fuzz:rand_000064_cpu PASSED in 11.4s //tensorflow/compiler/xla/tests/fuzz:rand_000066_cpu PASSED in 9.6s //tensorflow/compiler/xla/tests/fuzz:rand_000069_cpu PASSED in 9.6s //tensorflow/compiler/xla/tests/fuzz:rand_000071_cpu PASSED in 10.4s //tensorflow/compiler/xla/tests/fuzz:rand_000077_cpu PASSED in 11.5s //tensorflow/compiler/xla/tests/fuzz:rand_000078_cpu PASSED in 11.4s //tensorflow/compiler/xla/tests/fuzz:rand_000079_cpu PASSED in 10.8s //tensorflow/compiler/xla/tests/fuzz:rand_000081_cpu PASSED in 11.5s //tensorflow/compiler/xla/tests/fuzz:rand_000084_cpu PASSED in 11.3s //tensorflow/compiler/xla/tests/fuzz:rand_000085_cpu PASSED in 13.1s //tensorflow/compiler/xla/tests/fuzz:rand_000086_cpu PASSED in 9.9s //tensorflow/compiler/xla/tests/fuzz:rand_000088_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests/fuzz:rand_000089_cpu PASSED in 12.3s //tensorflow/compiler/xla/tests/fuzz:rand_000090_cpu PASSED in 9.5s //tensorflow/compiler/xla/tests/fuzz:rand_000092_cpu PASSED in 12.5s //tensorflow/compiler/xla/tests/fuzz:rand_000094_cpu PASSED in 10.6s //tensorflow/compiler/xla/tests/fuzz:rand_000095_cpu PASSED in 9.8s //tensorflow/compiler/xla/tools:hlo_control_flow_flattening_test PASSED in 1.5s //tensorflow/compiler/xla/tools:hlo_extractor_test PASSED in 2.2s //tensorflow/compiler/xla/tools:hlo_module_loader_test PASSED in 1.1s //tensorflow/compiler/xla/tools:interactive_graphviz_bin_test PASSED in 0.5s //tensorflow/compiler/xla/tools:run_hlo_module_bin_test PASSED in 0.6s //tensorflow/compiler/xla/tools/hlo_bisect:hlo_bisect_state_test PASSED in 1.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo:hlo_utils_test PASSED in 0.7s //tensorflow/compiler/xla/translate/hlo_to_mhlo:mlir_hlo_builder_test PASSED in 1.1s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:bool_compare.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:case_conditional.hlotxt.test PASSED in 0.7s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:dynamic_param.hlo.test PASSED in 1.7s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:entry_computation_layout.hlotxt.test PASSED in 0.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:frontend_attributes.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:fully_connected_reference_model.hlotxt.test PASSED in 1.1s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:fusion.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:if_conditional.hlotxt.test PASSED in 0.8s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:import.hlotxt.test PASSED in 0.5s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:import_async.hlotxt.test PASSED in 0.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:layouts_and_names.hlotxt.test PASSED in 1.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:location.hlotxt.test PASSED in 0.8s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:module_attributes.hlo.test PASSED in 1.0s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:send_recv.hlotxt.test PASSED in 0.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:simple.hlo.test PASSED in 0.5s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:spmd_module_sharding.hlo.test PASSED in 0.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:types.hlotxt.test PASSED in 0.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:while.hlotxt.test PASSED in 1.0s //tensorflow/compiler/xla/translate/mhlo_to_hlo:type_to_shape_test PASSED in 0.9s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:add.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:case.mlir.test PASSED in 1.1s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:dynamic.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export-with-layouts.mlir.test PASSED in 1.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export.mlir.test PASSED in 1.1s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export_and_check_layouts.mlir.test PASSED in 0.8s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export_large_constants.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export_replicas.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:frontend_attributes.mlir.test PASSED in 2.1s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:fusion.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:if.mlir.test PASSED in 0.7s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:input_output_aliasing.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:layouts_and_names.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:location_to_op_metadata.mlir.test PASSED in 0.7s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:missing_main.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:module_attributes.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:multiple_return_tuple.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:opaque_elements_attr.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:rng_get_and_update_state.mlir.test PASSED in 1.2s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:sharding.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:simple.mlir.test PASSED in 1.0s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:unsupported_type.mlir.test PASSED in 0.9s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:while.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/translate/mhlo_to_lhlo_with_xla/tests:hlo_text_to_lhlo_no_opt.hlotxt.test PASSED in 2.3s //tensorflow/compiler/xla/translate/mhlo_to_lhlo_with_xla/tests:no_opt_ops.hlotxt.test PASSED in 1.4s //tensorflow/compiler/xla/translate/mhlo_to_lhlo_with_xla/tests:non_identity_layouts.hlotxt.test PASSED in 0.7s //tensorflow/compiler/xla/translate/mhlo_to_lhlo_with_xla/tests:ops.mlir.test PASSED in 2.9s //tensorflow/compiler/xla/translate/mhlo_to_lhlo_with_xla/tests:passthrough.mlir.test PASSED in 0.6s //tensorflow/core:__tensorflow_core_lib_core_legacy_lib_core_all_tests PASSED in 11.2s 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//tensorflow/core/common_runtime:function_optimization_registry_test PASSED in 9.8s //tensorflow/core/common_runtime:function_threadpool_test PASSED in 1.7s //tensorflow/core/common_runtime:graph_constructor_test PASSED in 2.2s //tensorflow/core/common_runtime:graph_runner_test PASSED in 0.9s //tensorflow/core/common_runtime:hierarchical_tree_broadcaster_test_cpu PASSED in 3.7s //tensorflow/core/common_runtime:inline_function_utils_test PASSED in 1.0s //tensorflow/core/common_runtime:input_colocation_exemption_registry_test PASSED in 0.7s //tensorflow/core/common_runtime:int32_fulltype_test PASSED in 1.2s //tensorflow/core/common_runtime:isolate_placer_inspection_required_ops_pass_test PASSED in 2.0s //tensorflow/core/common_runtime:lower_case_op_test PASSED in 2.7s //tensorflow/core/common_runtime:lower_function_call_test PASSED in 4.6s //tensorflow/core/common_runtime:lower_functional_ops_test PASSED in 3.2s //tensorflow/core/common_runtime:lower_if_op_test PASSED in 4.1s 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//tensorflow/core/common_runtime:threadpool_device_test PASSED in 0.9s //tensorflow/core/common_runtime:type_inference_test PASSED in 2.8s //tensorflow/core/common_runtime/eager:attr_builder_test PASSED in 34.8s //tensorflow/core/common_runtime/eager:context_test PASSED in 12.9s //tensorflow/core/common_runtime/eager:custom_device_test PASSED in 11.7s //tensorflow/core/common_runtime/eager:eager_executor_test PASSED in 12.7s //tensorflow/core/common_runtime/eager:eager_op_rewrite_registry_test PASSED in 1.0s //tensorflow/core/common_runtime/eager:eager_operation_test PASSED in 13.1s //tensorflow/core/common_runtime/eager:execute_node_test PASSED in 13.6s //tensorflow/core/common_runtime/eager:execute_test PASSED in 32.7s //tensorflow/core/common_runtime/eager:kernel_and_device_test PASSED in 1.5s //tensorflow/core/common_runtime/eager:mkl_eager_op_rewrite_test PASSED in 18.5s //tensorflow/core/common_runtime/eager:placement_test PASSED in 11.0s //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 11.3s //tensorflow/core/common_runtime/eager:tensor_handle_test PASSED in 12.3s //tensorflow/core/common_runtime/gpu:gpu_device_on_non_gpu_machine_test PASSED in 0.2s //tensorflow/core/common_runtime/next_pluggable_device/c:plugin_c_api_test PASSED in 39.4s //tensorflow/core/config:flags_py_test PASSED in 7.1s //tensorflow/core/config:flags_test PASSED in 0.1s //tensorflow/core/data:compression_utils_test PASSED in 2.6s //tensorflow/core/data:dataset_utils_test PASSED in 1.1s //tensorflow/core/data:hash_utils_test PASSED in 1.4s //tensorflow/core/data:metric_utils_test PASSED in 6.1s //tensorflow/core/data:name_utils_test PASSED in 0.3s //tensorflow/core/data:rewrite_utils_test PASSED in 0.6s //tensorflow/core/data:serialization_utils_test PASSED in 1.4s //tensorflow/core/data:snapshot_utils_test PASSED in 1.3s //tensorflow/core/data:split_utils_test PASSED in 0.7s //tensorflow/core/data:standalone_save_restore_test PASSED in 2.3s //tensorflow/core/data:standalone_test PASSED in 2.2s //tensorflow/core/data:tfdataz_metrics_test PASSED in 2.2s //tensorflow/core/data:unbounded_thread_pool_test PASSED in 0.7s //tensorflow/core/data/service:auto_shard_rewriter_test PASSED in 1.3s //tensorflow/core/data/service:common_test PASSED in 0.1s //tensorflow/core/data/service:credentials_factory_test PASSED in 0.8s //tensorflow/core/data/service:cross_trainer_cache_test PASSED in 2.0s //tensorflow/core/data/service:data_service_test PASSED in 15.4s //tensorflow/core/data/service:data_transfer_test PASSED in 0.7s //tensorflow/core/data/service:dataset_store_test PASSED in 1.0s //tensorflow/core/data/service:dispatcher_client_test PASSED in 4.6s //tensorflow/core/data/service:dispatcher_state_test PASSED in 0.8s //tensorflow/core/data/service:grpc_dispatcher_impl_test PASSED in 4.6s //tensorflow/core/data/service:grpc_util_test PASSED in 0.8s //tensorflow/core/data/service:grpc_worker_impl_test PASSED in 3.3s //tensorflow/core/data/service:journal_test PASSED in 1.5s //tensorflow/core/data/service:logging_utils_test PASSED in 0.3s //tensorflow/core/data/service:task_runner_test PASSED in 3.5s //tensorflow/core/data/service:test_util_test PASSED in 6.3s //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 5.4s //tensorflow/core/data/service:worker_impl_test PASSED in 3.8s //tensorflow/core/data/service/client:data_service_client_test PASSED in 4.9s //tensorflow/core/data/service/client:utils_test PASSED in 4.9s //tensorflow/core/data/service/client:validate_utils_test PASSED in 1.8s //tensorflow/core/data/service/snapshot:distributed_snapshot_test PASSED in 20.3s //tensorflow/core/data/service/snapshot:file_utils_test PASSED in 0.7s //tensorflow/core/data/service/snapshot:path_utils_test PASSED in 0.1s //tensorflow/core/data/service/snapshot:snapshot_manager_test PASSED in 4.6s //tensorflow/core/data/service/snapshot:snapshot_split_provider_test PASSED in 1.1s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_checkpoint_test PASSED in 14.1s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_test PASSED in 4.6s //tensorflow/core/data/service/snapshot:utils_test PASSED in 0.2s //tensorflow/core/debug:debug_graph_utils_test PASSED in 0.5s //tensorflow/core/distributed_runtime:call_options_test PASSED in 0.3s //tensorflow/core/distributed_runtime:cluster_function_library_runtime_test PASSED in 4.6s //tensorflow/core/distributed_runtime:collective_param_resolver_distributed_test PASSED in 2.0s //tensorflow/core/distributed_runtime:collective_rma_distributed_test PASSED in 0.6s //tensorflow/core/distributed_runtime:device_resolver_distributed_test PASSED in 0.6s //tensorflow/core/distributed_runtime:message_wrappers_test PASSED in 0.3s //tensorflow/core/distributed_runtime:partial_run_mgr_test PASSED in 0.5s //tensorflow/core/distributed_runtime:recent_request_ids_test PASSED in 0.5s //tensorflow/core/distributed_runtime:request_id_test PASSED in 0.1s //tensorflow/core/distributed_runtime:rpc_collective_executor_mgr_test PASSED in 0.5s //tensorflow/core/distributed_runtime:server_lib_test PASSED in 0.4s //tensorflow/core/distributed_runtime:session_mgr_test PASSED in 0.9s //tensorflow/core/distributed_runtime:tensor_coding_test PASSED in 0.1s //tensorflow/core/distributed_runtime/coordination:coordination_service_barrier_proxy_test PASSED in 2.4s //tensorflow/core/distributed_runtime/eager:eager_service_impl_test PASSED in 25.1s //tensorflow/core/distributed_runtime/eager:remote_mgr_test PASSED in 12.6s //tensorflow/core/distributed_runtime/integration_test:c_api_multi_client_test_cpu PASSED in 35.9s //tensorflow/core/distributed_runtime/integration_test:c_api_recoverable_jobs_test_cpu PASSED in 46.5s //tensorflow/core/distributed_runtime/integration_test:c_api_session_coordination_test_cpu PASSED in 39.2s //tensorflow/core/distributed_runtime/rpc:grpc_tensor_coding_test PASSED in 3.2s //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 1.1s //tensorflow/core/example:example_parser_configuration_test PASSED in 0.9s //tensorflow/core/example:feature_util_test PASSED in 0.1s //tensorflow/core/framework:allocator_test PASSED in 3.7s //tensorflow/core/framework:attr_value_util_test PASSED in 1.6s //tensorflow/core/framework:batch_util_test PASSED in 1.5s //tensorflow/core/framework:bfloat16_test PASSED in 0.8s //tensorflow/core/framework:common_shape_fns_test PASSED in 1.4s //tensorflow/core/framework:dataset_test PASSED in 1.0s //tensorflow/core/framework:device_base_test PASSED in 1.1s //tensorflow/core/framework:disable_jit_test PASSED in 1.0s //tensorflow/core/framework:framework_op_gen_lib_test PASSED in 0.1s //tensorflow/core/framework:framework_op_segment_test PASSED in 1.3s //tensorflow/core/framework:framework_resource_var_test PASSED in 0.1s //tensorflow/core/framework:framework_run_handler_test PASSED in 2.1s //tensorflow/core/framework:framework_run_handler_util_test PASSED in 3.2s //tensorflow/core/framework:full_type_inference_util_test PASSED in 0.8s //tensorflow/core/framework:full_type_util_test PASSED in 1.2s //tensorflow/core/framework:function_test PASSED in 0.7s //tensorflow/core/framework:graph_def_util_test PASSED in 1.3s //tensorflow/core/framework:graph_to_functiondef_test PASSED in 0.9s //tensorflow/core/framework:kernel_def_builder_test PASSED in 0.8s 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//tensorflow/core/kernels:quantized_bias_add_op_test PASSED in 1.1s //tensorflow/core/kernels:quantized_concat_op_test PASSED in 0.9s //tensorflow/core/kernels:quantized_conv_ops_test PASSED in 0.9s //tensorflow/core/kernels:quantized_instance_norm_test PASSED in 0.9s //tensorflow/core/kernels:quantized_matmul_op_test PASSED in 1.0s //tensorflow/core/kernels:quantized_mul_op_test PASSED in 1.5s //tensorflow/core/kernels:quantized_pooling_ops_test PASSED in 0.7s //tensorflow/core/kernels:quantized_reshape_op_test PASSED in 1.3s //tensorflow/core/kernels:quantized_resize_bilinear_op_test PASSED in 2.5s //tensorflow/core/kernels:ragged_fill_empty_rows_op_test PASSED in 0.9s //tensorflow/core/kernels:ragged_gather_op_test PASSED in 0.9s //tensorflow/core/kernels:ragged_range_op_test PASSED in 1.0s //tensorflow/core/kernels:ragged_tensor_from_variant_op_test PASSED in 0.9s //tensorflow/core/kernels:ragged_tensor_to_sparse_kernel_test PASSED in 0.5s //tensorflow/core/kernels:ragged_tensor_to_tensor_op_test PASSED in 0.5s //tensorflow/core/kernels:ragged_tensor_to_variant_op_test PASSED in 0.7s //tensorflow/core/kernels:random_binomial_op_test_cpu PASSED in 0.9s //tensorflow/core/kernels:random_index_shuffle_test PASSED in 0.3s //tensorflow/core/kernels:random_op_test_cpu PASSED in 0.7s //tensorflow/core/kernels:random_poisson_op_test_cpu PASSED in 0.7s //tensorflow/core/kernels:range_sampler_test PASSED in 0.3s //tensorflow/core/kernels:reduction_ops_test_cpu PASSED in 0.5s //tensorflow/core/kernels:regex_replace_op_test PASSED in 0.7s //tensorflow/core/kernels:requantization_range_op_test PASSED in 1.0s //tensorflow/core/kernels:requantize_op_test PASSED in 0.7s //tensorflow/core/kernels:resource_ops_test PASSED in 0.6s //tensorflow/core/kernels:restore_op_test PASSED in 0.7s //tensorflow/core/kernels:restore_v2_op_test PASSED in 0.8s //tensorflow/core/kernels:reverse_op_test PASSED in 0.8s //tensorflow/core/kernels:roll_op_test PASSED in 0.7s //tensorflow/core/kernels:save_op_test PASSED in 1.2s //tensorflow/core/kernels:save_v2_op_test PASSED in 1.2s //tensorflow/core/kernels:scan_ops_test_cpu PASSED in 0.6s //tensorflow/core/kernels:scatter_nd_op_test_cpu PASSED in 0.9s //tensorflow/core/kernels:scatter_op_test PASSED in 1.0s //tensorflow/core/kernels:scoped_allocator_ops_test_cpu PASSED in 8.3s //tensorflow/core/kernels:sdca_ops_test PASSED in 2.5s //tensorflow/core/kernels:segment_reduction_ops_test PASSED in 0.9s //tensorflow/core/kernels:sendrecv_ops_test PASSED in 0.5s //tensorflow/core/kernels:sequence_ops_test PASSED in 0.7s //tensorflow/core/kernels:shape_ops_test PASSED in 0.9s //tensorflow/core/kernels:slice_op_test PASSED in 0.5s //tensorflow/core/kernels:spacetobatch_benchmark_test_cpu PASSED in 0.5s //tensorflow/core/kernels:sparse_add_op_test PASSED in 0.6s //tensorflow/core/kernels:sparse_dense_binary_op_shared_test PASSED in 0.7s //tensorflow/core/kernels:sparse_fill_empty_rows_op_test_cpu PASSED in 0.7s //tensorflow/core/kernels:sparse_matmul_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels:sparse_reduce_sum_op_test PASSED in 0.7s //tensorflow/core/kernels:sparse_tensor_dense_matmul_op_test_cpu PASSED in 0.9s //tensorflow/core/kernels:sparse_to_dense_op_test_cpu PASSED in 1.0s //tensorflow/core/kernels:sparse_utils_test PASSED in 0.6s //tensorflow/core/kernels:sparse_xent_op_test_cpu PASSED in 0.7s //tensorflow/core/kernels:spectrogram_op_test_cpu PASSED in 11.9s //tensorflow/core/kernels:spectrogram_test PASSED in 0.3s //tensorflow/core/kernels:split_op_test_cpu PASSED in 1.1s //tensorflow/core/kernels:split_v_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels:strided_slice_op_test PASSED in 0.7s //tensorflow/core/kernels:string_format_op_test PASSED in 0.8s //tensorflow/core/kernels:string_ngrams_op_test PASSED in 0.8s //tensorflow/core/kernels:string_split_op_test PASSED in 0.7s //tensorflow/core/kernels:substr_op_test PASSED in 0.6s //tensorflow/core/kernels:summary_audio_op_test PASSED in 0.6s //tensorflow/core/kernels:summary_image_op_test PASSED in 0.9s //tensorflow/core/kernels:summary_op_test PASSED in 1.2s //tensorflow/core/kernels:summary_tensor_op_test PASSED in 1.0s //tensorflow/core/kernels:tensor_cord_test PASSED in 0.4s //tensorflow/core/kernels:tensor_flag_utils_test PASSED in 0.6s //tensorflow/core/kernels:tensor_map_test PASSED in 0.2s //tensorflow/core/kernels:training_ops_test PASSED in 0.7s //tensorflow/core/kernels:transpose_util_test PASSED in 0.4s //tensorflow/core/kernels:unary_ops_composition_test_cpu PASSED in 2.7s //tensorflow/core/kernels:unique_op_test PASSED in 0.6s //tensorflow/core/kernels:variable_ops_test PASSED in 2.3s //tensorflow/core/kernels:while_op_test PASSED in 1.4s //tensorflow/core/kernels:xent_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels/batching_util:basic_batch_scheduler_test PASSED in 0.1s //tensorflow/core/kernels/batching_util:batch_input_task_test PASSED in 1.1s //tensorflow/core/kernels/batching_util:batch_resource_base_test PASSED in 0.4s //tensorflow/core/kernels/batching_util:batch_scheduler_test PASSED in 0.1s //tensorflow/core/kernels/batching_util:bounded_executor_test PASSED in 20.7s //tensorflow/core/kernels/batching_util:input_split_metadata_test PASSED in 0.2s //tensorflow/core/kernels/batching_util:periodic_function_test PASSED in 2.2s //tensorflow/core/kernels/batching_util:serial_device_batch_scheduler_test PASSED in 3.1s //tensorflow/core/kernels/batching_util:shared_batch_scheduler_test PASSED in 3.6s //tensorflow/core/kernels/batching_util:threadsafe_status_test PASSED in 0.5s //tensorflow/core/kernels/data:batch_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:cache_dataset_ops_test PASSED in 1.9s //tensorflow/core/kernels/data:concatenate_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:filter_dataset_op_test PASSED in 1.1s //tensorflow/core/kernels/data:finalize_dataset_op_test PASSED in 1.6s //tensorflow/core/kernels/data:fixed_length_record_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:flat_map_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:get_options_op_test PASSED in 1.4s //tensorflow/core/kernels/data:interleave_dataset_op_test PASSED in 1.6s //tensorflow/core/kernels/data:iterator_ops_test PASSED in 1.6s //tensorflow/core/kernels/data:map_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:map_defun_op_test PASSED in 0.6s //tensorflow/core/kernels/data:optimize_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:options_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:padded_batch_dataset_op_test PASSED in 1.1s //tensorflow/core/kernels/data:parallel_batch_dataset_op_test PASSED in 4.8s //tensorflow/core/kernels/data:parallel_filter_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:parallel_interleave_dataset_op_test PASSED in 2.2s //tensorflow/core/kernels/data:parallel_map_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:prefetch_autotuner_test PASSED in 0.1s //tensorflow/core/kernels/data:prefetch_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:range_dataset_op_test PASSED in 1.4s //tensorflow/core/kernels/data:reduce_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:repeat_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:rewrite_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:shard_dataset_op_test PASSED in 1.7s //tensorflow/core/kernels/data:shuffle_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:skip_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:sparse_tensor_slice_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:take_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:tensor_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:tensor_slice_dataset_op_test PASSED in 1.5s //tensorflow/core/kernels/data:text_line_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:tf_record_dataset_op_test PASSED in 3.8s //tensorflow/core/kernels/data:window_dataset_op_test PASSED in 1.5s //tensorflow/core/kernels/data:zip_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data/experimental:assert_next_dataset_op_test PASSED in 1.6s //tensorflow/core/kernels/data/experimental:assert_prev_dataset_op_test PASSED in 1.4s //tensorflow/core/kernels/data/experimental:auto_shard_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data/experimental:directed_interleave_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data/experimental:list_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data/experimental:map_and_batch_dataset_op_test PASSED in 2.0s //tensorflow/core/kernels/data/experimental:parallel_interleave_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data/experimental:random_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data/experimental:sampling_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data/experimental:save_dataset_op_test PASSED in 1.5s //tensorflow/core/kernels/data/experimental:unique_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/image:adjust_contrast_op_benchmark_test_cpu PASSED in 0.8s //tensorflow/core/kernels/image:adjust_contrast_op_test PASSED in 0.8s //tensorflow/core/kernels/image:colorspace_op_test PASSED in 0.9s //tensorflow/core/kernels/image:crop_and_resize_op_benchmark_test_cpu PASSED in 0.8s //tensorflow/core/kernels/image:crop_and_resize_op_test PASSED in 0.6s //tensorflow/core/kernels/image:encode_jpeg_op_test PASSED in 0.5s //tensorflow/core/kernels/image:mirror_pad_op_benchmark_test_cpu PASSED in 0.8s //tensorflow/core/kernels/image:mirror_pad_op_test PASSED in 1.6s //tensorflow/core/kernels/image:non_max_suppression_op_benchmark_test PASSED in 0.6s //tensorflow/core/kernels/image:non_max_suppression_op_test PASSED in 2.0s //tensorflow/core/kernels/image:resize_area_op_test PASSED in 2.8s //tensorflow/core/kernels/image:resize_benchmark_test_cpu PASSED in 0.7s //tensorflow/core/kernels/image:resize_bicubic_op_test PASSED in 4.1s //tensorflow/core/kernels/image:resize_ops_test_cpu PASSED in 2.1s //tensorflow/core/kernels/image:sampling_kernels_test PASSED in 0.6s //tensorflow/core/kernels/image:scale_and_translate_op_test PASSED in 2.1s //tensorflow/core/kernels/linalg:banded_triangular_solve_op_test_cpu PASSED in 1.0s //tensorflow/core/kernels/linalg:matrix_triangular_solve_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels/mkl:mkl_conv_ops_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_dequantize_op_test PASSED in 0.5s //tensorflow/core/kernels/mkl:mkl_fused_batch_norm_op_test PASSED in 0.7s //tensorflow/core/kernels/mkl:mkl_fused_ops_test PASSED in 2.4s //tensorflow/core/kernels/mkl:mkl_matmul_op_benchmark PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_qmatmul_op_test PASSED in 0.3s //tensorflow/core/kernels/mkl:mkl_quantize_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantized_concat_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantized_conv_ops_perchannel_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantized_conv_ops_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_quantized_pooling_ops_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_relu_op_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_requantize_ops_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_swish_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:onednn_nn_ops_benchmark PASSED in 0.1s //tensorflow/core/kernels/sparse:kernels_test PASSED in 1.0s //tensorflow/core/kernels/uniform_quant_ops:math_utils_test PASSED in 0.1s //tensorflow/core/kernels/uniform_quant_ops:tensor_utils_test PASSED in 0.2s //tensorflow/core/kernels/uniform_quant_ops:uniform_dequantize_op_test PASSED in 1.0s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantize_op_test PASSED in 1.2s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_add_op_test PASSED in 0.6s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_clip_by_value_op_test PASSED in 0.6s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_convolution_ops_test PASSED in 0.6s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_dot_ops_test PASSED in 1.4s //tensorflow/core/kernels/uniform_quant_ops:uniform_requantize_op_test PASSED in 0.8s //tensorflow/core/lib/db:sqlite_test PASSED in 0.5s //tensorflow/core/lib/gif:lib_gif_io_test PASSED in 1.1s //tensorflow/core/lib/jpeg:lib_jpeg_jpeg_mem_unittest PASSED in 0.5s //tensorflow/core/ops:cudnn_rnn_ops_test_cc PASSED in 0.6s //tensorflow/core/ops:ops_array_grad_test PASSED in 1.1s //tensorflow/core/ops:ops_math_grad_test PASSED in 3.8s //tensorflow/core/ops:ops_tests PASSED in 0.9s //tensorflow/core/ops/compat:backwards_compatibility_test PASSED in 0.5s //tensorflow/core/platform:__tensorflow_tsl_platform_profile_utils_cpu_utils_test PASSED in 0.2s //tensorflow/core/platform:enable_tf2_utils_test PASSED in 0.1s //tensorflow/core/platform:env_test PASSED in 2.8s //tensorflow/core/platform:fake_python_env_test PASSED in 0.3s //tensorflow/core/platform:file_system_test PASSED in 0.3s //tensorflow/core/platform:platform_strings_test PASSED in 0.1s //tensorflow/core/platform:ram_file_system_test PASSED in 30.0s //tensorflow/core/platform:resource_loader_test PASSED in 0.2s //tensorflow/core/platform:vmodule_benchmark_test PASSED in 0.7s //tensorflow/core/platform:vmodule_test PASSED in 0.6s //tensorflow/core/profiler/backends/cpu:host_tracer_test PASSED in 0.1s //tensorflow/core/profiler/convert:dcn_analysis_test PASSED in 0.2s //tensorflow/core/profiler/convert:dcn_utils_test PASSED in 0.2s //tensorflow/core/profiler/convert:hlo_proto_to_graph_view_test PASSED in 0.1s //tensorflow/core/profiler/convert:hlo_proto_to_memory_visualization_utils_test PASSED in 0.2s //tensorflow/core/profiler/convert:op_stats_to_pod_stats_test PASSED in 0.1s //tensorflow/core/profiler/convert:op_stats_to_pod_viewer_test PASSED in 0.8s //tensorflow/core/profiler/convert:op_stats_to_tf_stats_test PASSED in 1.0s //tensorflow/core/profiler/convert:repository_test PASSED in 0.7s //tensorflow/core/profiler/convert:xplane_to_kernel_stats_db_test PASSED in 0.3s //tensorflow/core/profiler/convert:xplane_to_memory_profile_test PASSED in 0.5s //tensorflow/core/profiler/convert:xplane_to_op_metrics_db_test PASSED in 0.1s //tensorflow/core/profiler/convert:xplane_to_op_stats_test PASSED in 0.2s //tensorflow/core/profiler/convert:xplane_to_step_events_test PASSED in 0.4s //tensorflow/core/profiler/convert:xplane_to_tf_functions_test PASSED in 0.1s //tensorflow/core/profiler/convert:xplane_to_tool_names_test PASSED in 0.2s //tensorflow/core/profiler/convert/trace_viewer:trace_viewer_visibility_test PASSED in 0.4s //tensorflow/core/profiler/internal:tfprof_show_test PASSED in 0.7s //tensorflow/core/profiler/internal:tfprof_stats_test PASSED in 1.1s //tensorflow/core/profiler/internal:tfprof_tensor_test PASSED in 2.8s //tensorflow/core/profiler/internal:tfprof_timeline_test PASSED in 1.1s //tensorflow/core/profiler/internal/advisor:tfprof_advisor_test PASSED in 0.6s //tensorflow/core/profiler/lib:profiler_disabled_test PASSED in 0.1s //tensorflow/core/profiler/utils:derived_timeline_test PASSED in 0.2s //tensorflow/core/profiler/utils:kernel_stats_utils_test PASSED in 0.5s //tensorflow/core/profiler/utils:op_metrics_db_utils_test PASSED in 0.7s //tensorflow/core/profiler/utils:step_intersection_test PASSED in 0.1s //tensorflow/core/summary:schema_test PASSED in 0.3s //tensorflow/core/summary:summary_db_writer_test PASSED in 0.5s //tensorflow/core/summary:summary_file_writer_test PASSED in 0.1s //tensorflow/core/tfrt/common:pjrt_cpu_client_registration_test PASSED in 9.2s //tensorflow/core/tfrt/common:pjrt_state_test PASSED in 9.8s //tensorflow/core/tfrt/common:pjrt_util_test PASSED in 9.1s //tensorflow/core/tfrt/fallback:cost_recorder_test PASSED in 0.1s //tensorflow/core/tfrt/fallback:fallback_state_test PASSED in 0.4s //tensorflow/core/transforms:eval_utils_test PASSED in 2.2s //tensorflow/core/transforms:graph_transform_wrapper_test PASSED in 0.3s //tensorflow/core/util:bcast_test PASSED in 1.4s //tensorflow/core/util:command_line_flags_test PASSED in 0.9s //tensorflow/core/util:debug_data_dumper_test PASSED in 1.1s //tensorflow/core/util:debug_events_writer_test PASSED in 0.6s //tensorflow/core/util:dump_graph_test PASSED in 0.9s //tensorflow/core/util:equal_graph_def_test PASSED in 1.0s //tensorflow/core/util:events_writer_test PASSED in 3.0s //tensorflow/core/util:example_proto_fast_parsing_test PASSED in 1.7s //tensorflow/core/util:example_proto_helper_test PASSED in 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over 2 runs: max = 19.9s, min = 14.8s, avg = 17.4s, dev = 2.6s //tensorflow/python/data/kernel_tests:padded_batch_test PASSED in 26.1s Stats over 2 runs: max = 26.1s, min = 24.2s, avg = 25.2s, dev = 1.0s //tensorflow/python/data/kernel_tests:repeat_test PASSED in 37.9s Stats over 2 runs: max = 37.9s, min = 37.8s, avg = 37.8s, dev = 0.1s //tensorflow/python/data/kernel_tests:window_test PASSED in 25.3s Stats over 2 runs: max = 25.3s, min = 19.8s, avg = 22.5s, dev = 2.7s //tensorflow/python/kernel_tests/array_ops:scatter_nd_ops_test_cpu PASSED in 32.9s Stats over 2 runs: max = 32.9s, min = 32.6s, avg = 32.8s, dev = 0.2s //tensorflow/python/kernel_tests/control_flow:functional_ops_test_cpu PASSED in 20.7s Stats over 2 runs: max = 20.7s, min = 19.1s, avg = 19.9s, dev = 0.8s //tensorflow/python/kernel_tests/control_flow:map_fn_test_cpu PASSED in 9.9s Stats over 2 runs: max = 9.9s, min = 8.9s, avg = 9.4s, dev = 0.5s //tensorflow/python/kernel_tests/nn_ops:atrous_conv2d_test_cpu PASSED in 31.2s Stats over 2 runs: max = 31.2s, min = 22.6s, avg = 26.9s, dev = 4.3s //tensorflow/python/kernel_tests/nn_ops:bias_op_d9m_test_cpu PASSED in 103.3s Stats over 2 runs: max = 103.3s, min = 35.7s, avg = 69.5s, dev = 33.8s //tensorflow/python/kernel_tests/nn_ops:conv2d_backprop_filter_grad_test_cpu PASSED in 113.7s Stats over 2 runs: max = 113.7s, min = 6.5s, avg = 60.1s, dev = 53.6s //tensorflow/python/ops:control_flow_ops_test_cpu PASSED in 28.4s Stats over 2 runs: max = 28.4s, min = 21.7s, avg = 25.0s, dev = 3.3s //tensorflow/compiler/tests:spacetobatch_op_test_cpu PASSED in 8.3s Stats over 3 runs: max = 8.3s, min = 7.9s, avg = 8.1s, dev = 0.1s //tensorflow/compiler/tests:spacetobatch_op_test_cpu_mlir_bridge_test PASSED in 10.8s Stats over 3 runs: max = 10.8s, min = 9.6s, avg = 10.4s, dev = 0.6s //tensorflow/compiler/xla/tests:triangular_solve_test_cpu PASSED in 64.3s Stats over 3 runs: max = 64.3s, min = 60.1s, avg = 62.5s, dev = 1.8s //tensorflow/core/data/service:thread_safe_buffer_test PASSED in 0.4s Stats over 3 runs: max = 0.4s, min = 0.3s, avg = 0.4s, dev = 0.0s //tensorflow/python/data/experimental/kernel_tests/service:multi_process_cluster_test PASSED in 15.9s Stats over 3 runs: max = 15.9s, min = 11.0s, avg = 14.2s, dev = 2.3s //tensorflow/python/data/kernel_tests:unique_test PASSED in 17.5s Stats over 3 runs: max = 17.5s, min = 12.5s, avg = 14.7s, dev = 2.1s //tensorflow/python/kernel_tests/array_ops:gather_op_test_cpu PASSED in 49.3s Stats over 3 runs: max = 49.3s, min = 30.9s, avg = 37.2s, dev = 8.6s //tensorflow/python/kernel_tests/array_ops:weights_broadcast_test PASSED in 8.8s Stats over 3 runs: max = 8.8s, min = 8.2s, avg = 8.4s, dev = 0.2s //tensorflow/python/kernel_tests/distributions:util_test_cpu PASSED in 14.4s Stats over 3 runs: max = 14.4s, min = 10.9s, avg = 12.9s, dev = 1.5s //tensorflow/python/kernel_tests/linalg:matrix_triangular_solve_op_test_cpu PASSED in 233.1s Stats over 3 runs: max = 233.1s, min = 11.2s, avg = 85.5s, dev = 104.4s //tensorflow/python/kernel_tests/random:multinomial_op_big_test_cpu PASSED in 16.8s Stats over 3 runs: max = 16.8s, min = 9.7s, avg = 12.4s, dev = 3.1s //tensorflow/compiler/xla/tests:dynamic_ops_test_cpu PASSED in 12.5s Stats over 4 runs: max = 12.5s, min = 11.6s, avg = 12.0s, dev = 0.3s //tensorflow/core/kernels:example_parsing_ops_test PASSED in 0.7s Stats over 4 runs: max = 0.7s, min = 0.5s, avg = 0.6s, dev = 0.1s //tensorflow/python/data/experimental/kernel_tests:auto_shard_dataset_test PASSED in 37.9s Stats over 4 runs: max = 37.9s, min = 21.0s, avg = 30.7s, dev = 7.2s //tensorflow/python/data/experimental/kernel_tests:map_and_batch_test PASSED in 42.0s Stats over 4 runs: max = 42.0s, min = 25.8s, avg = 31.4s, dev = 6.3s //tensorflow/python/data/experimental/kernel_tests:parse_example_dataset_test PASSED in 23.3s Stats over 4 runs: max = 23.3s, min = 12.3s, avg = 18.0s, dev = 5.3s //tensorflow/python/data/experimental/kernel_tests:rebatch_dataset_test PASSED in 48.1s Stats over 4 runs: max = 48.1s, min = 34.3s, avg = 40.7s, dev = 5.1s //tensorflow/python/data/experimental/kernel_tests:sql_dataset_test PASSED in 33.5s Stats over 4 runs: max = 33.5s, min = 25.3s, avg = 28.7s, dev = 3.3s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_ft_test PASSED in 7.5s Stats over 4 runs: max = 7.5s, min = 6.6s, avg = 7.0s, dev = 0.4s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_test PASSED in 40.4s Stats over 4 runs: max = 40.4s, min = 23.0s, avg = 31.1s, dev = 7.7s //tensorflow/python/data/kernel_tests:batch_test PASSED in 36.3s Stats over 4 runs: max = 36.3s, min = 27.1s, avg = 29.9s, dev = 3.7s //tensorflow/python/data/kernel_tests:fixed_length_record_dataset_test PASSED in 16.0s Stats over 4 runs: max = 16.0s, min = 8.3s, avg = 12.3s, dev = 3.5s //tensorflow/python/data/kernel_tests:from_generator_test PASSED in 26.3s Stats over 4 runs: max = 26.3s, min = 16.5s, avg = 21.0s, dev = 3.9s //tensorflow/python/data/kernel_tests:group_by_window_test PASSED in 62.8s Stats over 4 runs: max = 62.8s, min = 38.5s, avg = 48.5s, dev = 10.1s //tensorflow/python/data/kernel_tests:ragged_batch_test PASSED in 24.2s Stats over 4 runs: max = 24.2s, min = 19.6s, avg = 21.8s, dev = 1.9s //tensorflow/python/data/kernel_tests:skip_test PASSED in 26.9s Stats over 4 runs: max = 26.9s, min = 17.9s, avg = 22.0s, dev = 3.6s //tensorflow/python/data/kernel_tests:take_test PASSED in 23.0s Stats over 4 runs: max = 23.0s, min = 20.2s, avg = 21.6s, dev = 1.2s //tensorflow/python/data/kernel_tests:take_while_test PASSED in 28.1s Stats over 4 runs: max = 28.1s, min = 25.9s, avg = 27.2s, dev = 0.8s //tensorflow/python/data/kernel_tests:text_line_dataset_test PASSED in 54.5s Stats over 4 runs: max = 54.5s, min = 50.6s, avg = 52.8s, dev = 1.8s //tensorflow/python/data/kernel_tests:zip_test PASSED in 13.0s Stats over 4 runs: max = 13.0s, min = 11.8s, avg = 12.3s, dev = 0.5s //tensorflow/python/debug/lib:dumping_callback_test_cpu PASSED in 17.0s Stats over 4 runs: max = 17.0s, min = 13.0s, avg = 14.5s, dev = 1.5s //tensorflow/python/distribute:cross_device_ops_test_2gpu PASSED in 28.2s Stats over 4 runs: max = 28.2s, min = 20.1s, avg = 24.2s, dev = 3.2s //tensorflow/python/distribute:cross_device_ops_test_cpu PASSED in 34.4s Stats over 4 runs: max = 34.4s, min = 27.8s, avg = 31.1s, dev = 2.8s //tensorflow/python/framework:convert_to_constants_test PASSED in 18.6s Stats over 4 runs: max = 18.6s, min = 13.2s, avg = 15.4s, dev = 2.0s //tensorflow/python/kernel_tests:collective_ops_test_2gpu PASSED in 63.8s Stats over 4 runs: max = 63.8s, min = 62.6s, avg = 63.0s, dev = 0.5s //tensorflow/python/kernel_tests:collective_ops_test_cpu PASSED in 33.5s Stats over 4 runs: max = 33.5s, min = 31.4s, avg = 32.5s, dev = 0.8s //tensorflow/python/kernel_tests/array_ops:concat_op_test_cpu PASSED in 11.9s Stats over 4 runs: max = 11.9s, min = 9.5s, avg = 11.0s, dev = 0.9s //tensorflow/python/kernel_tests/array_ops:init_ops_test_cpu PASSED in 71.8s Stats over 4 runs: max = 71.8s, min = 23.2s, avg = 45.8s, dev = 20.4s //tensorflow/python/kernel_tests/array_ops:split_op_test_cpu PASSED in 27.9s Stats over 4 runs: max = 27.9s, min = 7.3s, avg = 15.0s, dev = 8.3s //tensorflow/python/kernel_tests/linalg:einsum_op_test_cpu PASSED in 81.9s Stats over 4 runs: max = 81.9s, min = 17.0s, avg = 43.8s, dev = 26.7s //tensorflow/python/kernel_tests/linalg:linear_operator_lower_triangular_test_cpu PASSED in 28.9s Stats over 4 runs: max = 28.9s, min = 27.3s, avg = 27.9s, dev = 0.6s //tensorflow/python/kernel_tests/random:random_gamma_test_cpu PASSED in 82.3s Stats over 4 runs: max = 82.3s, min = 8.5s, avg = 40.1s, dev = 32.1s //tensorflow/python/kernel_tests/signal:window_ops_test_cpu PASSED in 24.0s Stats over 4 runs: max = 24.0s, min = 22.0s, avg = 22.7s, dev = 0.8s //tensorflow/python/ops:nn_batchnorm_test_cpu PASSED in 21.5s Stats over 4 runs: max = 21.5s, min = 16.9s, avg = 18.4s, dev = 1.8s //tensorflow/python/ops:nn_fused_batchnorm_d9m_test_cpu PASSED in 16.5s Stats over 4 runs: max = 16.5s, min = 16.5s, avg = 16.5s, dev = 0.0s //tensorflow/python/ops/ragged:ragged_gather_op_test PASSED in 64.0s Stats over 4 runs: max = 64.0s, min = 17.8s, avg = 38.9s, dev = 16.6s //tensorflow/python/ops/ragged:ragged_getitem_test PASSED in 54.6s Stats over 4 runs: max = 54.6s, min = 46.7s, avg = 49.6s, dev = 3.2s //tensorflow/compiler/tests:async_comp_test_cpu PASSED in 6.1s Stats over 5 runs: max = 6.1s, min = 2.5s, avg = 3.3s, dev = 1.4s //tensorflow/compiler/tests:conv3d_test_cpu PASSED in 11.8s Stats over 5 runs: max = 11.8s, min = 4.5s, avg = 7.9s, dev = 3.1s //tensorflow/compiler/tests:conv3d_test_cpu_mlir_bridge_test PASSED in 11.0s Stats over 5 runs: max = 11.0s, min = 6.1s, avg = 8.4s, dev = 2.1s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu PASSED in 14.8s Stats over 5 runs: max = 14.8s, min = 8.8s, avg = 11.1s, dev = 2.2s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu_mlir_bridge_test PASSED in 16.0s Stats over 5 runs: max = 16.0s, min = 9.3s, avg = 12.2s, dev = 2.6s //tensorflow/compiler/tests:fused_batchnorm_test_cpu PASSED in 6.2s Stats over 5 runs: max = 6.2s, min = 5.2s, avg = 5.7s, dev = 0.3s //tensorflow/compiler/tests:fused_batchnorm_test_cpu_mlir_bridge_test PASSED in 8.9s Stats over 5 runs: max = 8.9s, min = 7.9s, avg = 8.5s, dev = 0.3s //tensorflow/compiler/tests:image_ops_jit_compile_test_cpu PASSED in 7.5s Stats over 5 runs: max = 7.5s, min = 5.8s, avg = 6.5s, dev = 0.6s //tensorflow/compiler/tests:reduce_ops_test_cpu PASSED in 37.9s Stats over 5 runs: max = 37.9s, min = 34.6s, avg = 36.6s, dev = 1.1s //tensorflow/compiler/tests:reduce_ops_test_cpu_mlir_bridge_test PASSED in 14.1s Stats over 5 runs: max = 14.1s, min = 11.3s, avg = 12.8s, dev = 0.9s //tensorflow/compiler/tests:repeat_op_test_cpu PASSED in 7.3s Stats over 5 runs: max = 7.3s, min = 5.9s, avg = 6.5s, dev = 0.5s //tensorflow/compiler/tests:repeat_op_test_cpu_mlir_bridge_test PASSED in 6.9s Stats over 5 runs: max = 6.9s, min = 5.6s, avg = 6.1s, dev = 0.5s //tensorflow/compiler/tests:special_math_test_cpu PASSED in 108.7s Stats over 5 runs: max = 108.7s, min = 13.6s, avg = 49.4s, dev = 32.8s //tensorflow/compiler/tests:special_math_test_cpu_mlir_bridge_test PASSED in 82.7s Stats over 5 runs: max = 82.7s, min = 12.7s, avg = 38.9s, dev = 23.9s //tensorflow/compiler/xla/client/lib:self_adjoint_eig_test_cpu PASSED in 32.1s Stats over 5 runs: max = 32.1s, min = 16.7s, avg = 25.5s, dev = 6.8s //tensorflow/core/grappler/optimizers:constant_folding_test PASSED in 5.3s Stats over 5 runs: max = 5.3s, min = 2.9s, avg = 4.1s, dev = 1.0s //tensorflow/dtensor/python/tests:layout_propagation_test_cpu PASSED in 10.4s Stats over 5 runs: max = 10.4s, min = 8.0s, avg = 8.8s, dev = 0.9s //tensorflow/dtensor/python/tests:multi_mesh_test_cpu PASSED in 8.7s Stats over 5 runs: max = 8.7s, min = 7.5s, avg = 8.0s, dev = 0.5s //tensorflow/python/distribute:mirrored_strategy_test_2gpu PASSED in 11.8s Stats over 5 runs: max = 11.8s, min = 10.9s, avg = 11.5s, dev = 0.3s //tensorflow/python/distribute:mirrored_strategy_test_cpu PASSED in 12.2s Stats over 5 runs: max = 12.2s, min = 10.2s, avg = 11.6s, dev = 0.7s //tensorflow/python/distribute:moving_averages_test_2gpu PASSED in 17.9s Stats over 5 runs: max = 17.9s, min = 14.2s, avg = 16.0s, dev = 1.3s //tensorflow/python/distribute:moving_averages_test_cpu PASSED in 15.8s Stats over 5 runs: max = 15.8s, min = 12.4s, avg = 14.1s, dev = 1.2s //tensorflow/python/distribute:vars_test_2gpu PASSED in 17.0s Stats over 5 runs: max = 17.0s, min = 14.4s, avg = 15.6s, dev = 0.8s //tensorflow/python/distribute:vars_test_cpu PASSED in 70.7s Stats over 5 runs: max = 70.7s, min = 67.7s, avg = 69.1s, dev = 1.0s //tensorflow/python/eager:device_placement_test_cpu PASSED in 10.1s Stats over 5 runs: max = 10.1s, min = 7.0s, avg = 8.5s, dev = 1.2s //tensorflow/python/eager:forwardprop_test_cpu PASSED in 136.5s Stats over 5 runs: max = 136.5s, min = 20.3s, avg = 56.4s, dev = 40.9s //tensorflow/python/eager/polymorphic_function:gradients_test_cpu PASSED in 17.1s Stats over 5 runs: max = 17.1s, min = 10.8s, avg = 13.3s, dev = 2.3s //tensorflow/python/kernel_tests/linalg:cholesky_op_test_cpu PASSED in 90.0s Stats over 5 runs: max = 90.0s, min = 35.3s, avg = 51.2s, dev = 20.1s //tensorflow/python/kernel_tests/linalg:linear_operator_adjoint_test_cpu PASSED in 23.3s Stats over 5 runs: max = 23.3s, min = 22.0s, avg = 22.8s, dev = 0.5s //tensorflow/python/kernel_tests/linalg:linear_operator_composition_test_cpu PASSED in 76.8s Stats over 5 runs: max = 76.8s, min = 73.8s, avg = 75.0s, dev = 1.0s //tensorflow/python/kernel_tests/linalg:linear_operator_diag_test_cpu PASSED in 23.2s Stats over 5 runs: max = 23.2s, min = 20.0s, avg = 21.8s, dev = 1.0s //tensorflow/python/kernel_tests/linalg:linear_operator_full_matrix_test_cpu PASSED in 27.1s Stats over 5 runs: max = 27.1s, min = 25.5s, avg = 26.2s, dev = 0.6s //tensorflow/python/kernel_tests/linalg:linear_operator_householder_test_cpu PASSED in 24.3s Stats over 5 runs: max = 24.3s, min = 23.3s, avg = 24.0s, dev = 0.4s //tensorflow/python/kernel_tests/linalg:linear_operator_identity_test_cpu PASSED in 34.5s Stats over 5 runs: max = 34.5s, min = 32.0s, avg = 33.0s, dev = 1.0s //tensorflow/python/kernel_tests/linalg:linear_operator_inversion_test_cpu PASSED in 28.3s Stats over 5 runs: max = 28.3s, min = 26.8s, avg = 27.6s, dev = 0.6s //tensorflow/python/kernel_tests/linalg:linear_operator_permutation_test_cpu PASSED in 19.3s Stats over 5 runs: max = 19.3s, min = 18.1s, avg = 18.9s, dev = 0.4s //tensorflow/python/kernel_tests/linalg:linear_operator_toeplitz_test_cpu PASSED in 16.7s Stats over 5 runs: max = 16.7s, min = 11.3s, avg = 13.1s, dev = 1.9s //tensorflow/python/kernel_tests/linalg:linear_operator_tridiag_test_cpu PASSED in 63.2s Stats over 5 runs: max = 63.2s, min = 61.1s, avg = 61.9s, dev = 0.7s //tensorflow/python/kernel_tests/linalg:linear_operator_util_test_cpu PASSED in 7.4s Stats over 5 runs: max = 7.4s, min = 6.5s, avg = 6.9s, dev = 0.3s //tensorflow/python/kernel_tests/linalg:linear_operator_zeros_test_cpu PASSED in 12.3s Stats over 5 runs: max = 12.3s, min = 10.2s, avg = 10.9s, dev = 0.7s //tensorflow/python/kernel_tests/nn_ops:fractional_avg_pool_op_test PASSED in 14.2s Stats over 5 runs: max = 14.2s, min = 6.1s, avg = 8.4s, dev = 3.1s //tensorflow/python/kernel_tests/nn_ops:fractional_max_pool_op_test PASSED in 14.7s Stats over 5 runs: max = 14.7s, min = 6.0s, avg = 8.4s, dev = 3.3s //tensorflow/python/kernel_tests/sparse_ops:sparse_ops_test_cpu PASSED in 28.2s Stats over 5 runs: max = 28.2s, min = 9.2s, avg = 13.4s, dev = 7.4s //tensorflow/python/ops/parallel_for:math_test_cpu PASSED in 62.4s Stats over 5 runs: max = 62.4s, min = 24.9s, avg = 41.0s, dev = 13.2s //tensorflow/compiler/tests:scan_ops_test_cpu PASSED in 15.8s Stats over 6 runs: max = 15.8s, min = 11.3s, avg = 13.3s, dev = 1.4s //tensorflow/compiler/tests:scan_ops_test_cpu_mlir_bridge_test PASSED in 17.9s Stats over 6 runs: max = 17.9s, min = 11.4s, avg = 15.3s, dev = 2.0s //tensorflow/python/data/experimental/kernel_tests:make_batched_features_dataset_test PASSED in 24.5s Stats over 6 runs: max = 24.5s, min = 6.5s, avg = 14.5s, dev = 7.8s //tensorflow/python/kernel_tests/array_ops:diag_op_test_cpu PASSED in 56.8s Stats over 6 runs: max = 56.8s, min = 9.2s, avg = 19.9s, dev = 16.7s //tensorflow/python/kernel_tests/math_ops:reduction_ops_test_cpu PASSED in 48.4s Stats over 6 runs: max = 48.4s, min = 23.4s, avg = 34.9s, dev = 7.8s //tensorflow/python/ops:accumulate_n_benchmark_cpu PASSED in 9.5s Stats over 6 runs: max = 9.5s, min = 7.0s, avg = 8.0s, dev = 0.8s //tensorflow/python/distribute/experimental/rpc:rpc_ops_test PASSED in 11.0s Stats over 7 runs: max = 11.0s, min = 8.0s, avg = 9.1s, dev = 1.1s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu PASSED in 55.7s Stats over 8 runs: max = 55.7s, min = 4.3s, avg = 22.0s, dev = 17.5s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu_mlir_bridge_test PASSED in 69.6s Stats over 8 runs: max = 69.6s, min = 5.4s, avg = 25.2s, dev = 21.6s //tensorflow/python/data/experimental/kernel_tests:csv_dataset_test PASSED in 24.4s Stats over 8 runs: max = 24.4s, min = 4.3s, avg = 11.7s, dev = 6.1s //tensorflow/python/data/experimental/kernel_tests:parallel_interleave_test PASSED in 97.4s Stats over 8 runs: max = 97.4s, min = 74.9s, avg = 86.2s, dev = 7.6s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_ft_test PASSED in 56.0s Stats over 8 runs: max = 56.0s, min = 22.7s, avg = 38.9s, dev = 14.0s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_test PASSED in 35.2s Stats over 8 runs: max = 35.2s, min = 8.1s, avg = 16.2s, dev = 10.5s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_test PASSED in 30.4s Stats over 8 runs: max = 30.4s, min = 8.8s, avg = 16.5s, dev = 7.9s //tensorflow/python/data/experimental/kernel_tests/service:fault_tolerance_test PASSED in 33.6s Stats over 8 runs: max = 33.6s, min = 13.3s, avg = 17.9s, dev = 6.3s //tensorflow/python/data/kernel_tests:filter_test PASSED in 16.1s Stats over 8 runs: max = 16.1s, min = 12.1s, avg = 14.1s, dev = 1.2s //tensorflow/python/data/kernel_tests:flat_map_test PASSED in 22.6s Stats over 8 runs: max = 22.6s, min = 13.3s, avg = 16.8s, dev = 3.4s //tensorflow/python/data/kernel_tests:shard_test PASSED in 79.0s Stats over 8 runs: max = 79.0s, min = 60.2s, avg = 65.7s, dev = 5.4s //tensorflow/python/data/kernel_tests:shuffle_test PASSED in 60.8s Stats over 8 runs: max = 60.8s, min = 21.5s, avg = 30.7s, dev = 11.6s //tensorflow/python/data/kernel_tests:tf_record_dataset_test PASSED in 23.3s Stats over 8 runs: max = 23.3s, min = 13.5s, avg = 18.6s, dev = 2.9s //tensorflow/python/distribute/failure_handling:failure_handler_test PASSED in 75.4s Stats over 8 runs: max = 75.4s, min = 23.8s, avg = 46.7s, dev = 16.4s //tensorflow/python/kernel_tests/linalg:linalg_ops_test_cpu PASSED in 55.8s Stats over 8 runs: max = 55.8s, min = 30.6s, avg = 45.4s, dev = 7.9s //tensorflow/python/kernel_tests/linalg:linear_operator_block_diag_test_cpu PASSED in 61.6s Stats over 8 runs: max = 61.6s, min = 44.4s, avg = 54.0s, dev = 6.3s //tensorflow/python/kernel_tests/linalg:linear_operator_block_lower_triangular_test_cpu PASSED in 50.4s Stats over 8 runs: max = 50.4s, min = 29.9s, avg = 39.2s, dev = 6.8s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_d9m_test_cpu PASSED in 58.6s Stats over 8 runs: max = 58.6s, min = 4.1s, avg = 14.5s, dev = 17.3s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_test_cpu PASSED in 7.2s Stats over 8 runs: max = 7.2s, min = 6.6s, avg = 6.8s, dev = 0.2s //tensorflow/python/kernel_tests/signal:fft_ops_test_cpu PASSED in 26.0s Stats over 8 runs: max = 26.0s, min = 8.4s, avg = 14.2s, dev = 6.2s //tensorflow/python/ops/ragged:dynamic_ragged_shape_test PASSED in 45.6s Stats over 8 runs: max = 45.6s, min = 28.2s, avg = 35.5s, dev = 5.6s //tensorflow/python/ops/ragged:ragged_tensor_test PASSED in 23.4s Stats over 8 runs: max = 23.4s, min = 11.5s, avg = 15.6s, dev = 3.3s //tensorflow/python/distribute/failure_handling:gce_failure_handler_test FLAKY, failed in 1 out of 9 in 97.6s Stats over 9 runs: max = 97.6s, min = 11.1s, avg = 40.3s, dev = 33.5s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/distribute/failure_handling/gce_failure_handler_test/shard_3_of_8/test_attempts/attempt_1.log //tensorflow/compiler/tests:bincount_op_test_cpu PASSED in 7.5s Stats over 10 runs: max = 7.5s, min = 4.5s, avg = 5.6s, dev = 0.8s //tensorflow/compiler/tests:conv2d_test_cpu PASSED in 8.2s Stats over 10 runs: max = 8.2s, min = 7.3s, avg = 7.7s, dev = 0.3s //tensorflow/compiler/tests:conv2d_test_cpu_mlir_bridge_test PASSED in 7.0s Stats over 10 runs: max = 7.0s, min = 3.4s, avg = 5.0s, dev = 1.3s //tensorflow/compiler/tests:random_ops_test_cpu PASSED in 14.5s Stats over 10 runs: max = 14.5s, min = 6.6s, avg = 10.0s, dev = 2.2s //tensorflow/compiler/tests:random_ops_test_cpu_mlir_bridge_test PASSED in 16.2s Stats over 10 runs: max = 16.2s, min = 8.5s, avg = 12.0s, dev = 2.4s //tensorflow/compiler/tests:stateless_random_ops_test_cpu PASSED in 64.9s Stats over 10 runs: max = 64.9s, min = 36.5s, avg = 50.2s, dev = 9.8s //tensorflow/compiler/tests:stateless_random_ops_test_cpu_mlir_bridge_test PASSED in 65.8s Stats over 10 runs: max = 65.8s, min = 43.7s, avg = 52.9s, dev = 7.6s //tensorflow/compiler/xla/client/lib:svd_test_cpu PASSED in 67.1s Stats over 10 runs: max = 67.1s, min = 10.0s, avg = 27.1s, dev = 20.9s //tensorflow/compiler/xla/client/lib:tridiagonal_test_cpu PASSED in 11.9s Stats over 10 runs: max = 11.9s, min = 9.7s, avg = 10.4s, dev = 0.8s //tensorflow/compiler/xla/service/cpu:cpu_runtime_test PASSED in 12.5s Stats over 10 runs: max = 12.5s, min = 0.9s, avg = 9.3s, dev = 4.2s //tensorflow/python/data/kernel_tests:rejection_resample_test PASSED in 18.9s Stats over 10 runs: max = 18.9s, min = 5.3s, avg = 10.8s, dev = 4.0s //tensorflow/python/distribute:input_lib_type_spec_test_2gpu PASSED in 13.6s Stats over 10 runs: max = 13.6s, min = 3.9s, avg = 9.1s, dev = 2.6s //tensorflow/python/distribute:input_lib_type_spec_test_cpu PASSED in 48.1s Stats over 10 runs: max = 48.1s, min = 34.8s, avg = 41.3s, dev = 4.5s //tensorflow/python/framework:config_vgpu_test_2gpu PASSED in 25.3s Stats over 10 runs: max = 25.3s, min = 20.1s, avg = 22.6s, dev = 1.8s //tensorflow/python/framework:config_vgpu_test_cpu PASSED in 7.4s Stats over 10 runs: max = 7.4s, min = 6.3s, avg = 6.7s, dev = 0.4s //tensorflow/python/framework:function_test_cpu PASSED in 60.8s Stats over 10 runs: max = 60.8s, min = 5.5s, avg = 13.3s, dev = 16.0s //tensorflow/python/grappler:cluster_test_cpu PASSED in 8.2s Stats over 10 runs: max = 8.2s, min = 4.1s, avg = 6.8s, dev = 1.4s //tensorflow/python/kernel_tests/array_ops:array_ops_test_cpu PASSED in 12.6s Stats over 10 runs: max = 12.6s, min = 8.4s, avg = 10.4s, dev = 1.3s //tensorflow/python/kernel_tests/array_ops:inplace_ops_test_cpu PASSED in 7.4s Stats over 10 runs: max = 7.4s, min = 6.7s, avg = 7.1s, dev = 0.2s //tensorflow/python/kernel_tests/data_structures:tensor_array_ops_test_cpu PASSED in 45.2s Stats over 10 runs: max = 45.2s, min = 34.6s, avg = 39.1s, dev = 3.6s //tensorflow/python/kernel_tests/linalg:linear_operator_low_rank_update_test_cpu PASSED in 72.2s Stats over 10 runs: max = 72.2s, min = 66.3s, avg = 69.1s, dev = 1.9s //tensorflow/python/kernel_tests/linalg:tridiagonal_matmul_op_test_cpu PASSED in 127.4s Stats over 10 runs: max = 127.4s, min = 3.2s, avg = 18.3s, dev = 36.4s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_ops_test_cpu PASSED in 37.3s Stats over 10 runs: max = 37.3s, min = 10.1s, avg = 23.3s, dev = 8.4s //tensorflow/python/kernel_tests/math_ops:segment_reduction_ops_test_cpu PASSED in 27.2s Stats over 10 runs: max = 27.2s, min = 8.6s, avg = 16.3s, dev = 7.2s //tensorflow/python/kernel_tests/nn_ops:pooling_ops_test_cpu PASSED in 23.1s Stats over 10 runs: max = 23.1s, min = 6.2s, avg = 10.7s, dev = 5.7s //tensorflow/python/kernel_tests/nn_ops:rnn_test_cpu PASSED in 16.0s Stats over 10 runs: max = 16.0s, min = 12.5s, avg = 13.8s, dev = 1.0s //tensorflow/python/kernel_tests/random:random_index_shuffle_test PASSED in 9.0s Stats over 10 runs: max = 9.0s, min = 5.5s, avg = 7.3s, dev = 1.0s //tensorflow/python/kernel_tests/random:stateless_random_ops_test_cpu PASSED in 103.6s Stats over 10 runs: max = 103.6s, min = 20.6s, avg = 61.7s, dev = 39.7s //tensorflow/python/ops:special_math_ops_test_cpu PASSED in 42.6s Stats over 10 runs: max = 42.6s, min = 8.2s, avg = 13.4s, dev = 9.9s //tensorflow/python/ops/numpy_ops/tests:np_indexing_test PASSED in 80.6s Stats over 10 runs: max = 80.6s, min = 70.8s, avg = 76.1s, dev = 2.9s //tensorflow/python/ops/ragged:ragged_tensor_supported_values_test PASSED in 16.4s Stats over 10 runs: max = 16.4s, min = 13.1s, avg = 14.9s, dev = 0.9s //tensorflow/python/saved_model:load_test_cpu PASSED in 53.0s Stats over 10 runs: max = 53.0s, min = 32.7s, avg = 37.0s, dev = 5.6s //tensorflow/dtensor/python/tests:input_util_test FLAKY, failed in 2 out of 10 in 30.2s Stats over 10 runs: max = 30.2s, min = 16.6s, avg = 23.1s, dev = 4.5s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/dtensor/python/tests/input_util_test/shard_1_of_8/test_attempts/attempt_1.log /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/dtensor/python/tests/input_util_test/shard_1_of_8/test_attempts/attempt_2.log //tensorflow/compiler/tests:fft_test_cpu PASSED in 23.2s Stats over 12 runs: max = 23.2s, min = 7.6s, avg = 13.8s, dev = 5.4s //tensorflow/compiler/xla/service:triangular_solve_expander_test PASSED in 5.5s Stats over 12 runs: max = 5.5s, min = 2.5s, avg = 4.0s, dev = 0.9s //tensorflow/python/data/experimental/kernel_tests:group_by_reducer_test PASSED in 16.7s Stats over 12 runs: max = 16.7s, min = 5.2s, avg = 9.8s, dev = 3.9s //tensorflow/python/data/kernel_tests:choose_from_datasets_test PASSED in 15.0s Stats over 12 runs: max = 15.0s, min = 11.1s, avg = 12.9s, dev = 1.0s //tensorflow/python/data/kernel_tests:memory_cleanup_test_cpu PASSED in 9.1s Stats over 12 runs: max = 9.1s, min = 3.2s, avg = 5.9s, dev = 2.0s //tensorflow/python/distribute:multi_process_runner_test_2gpu PASSED in 221.5s Stats over 12 runs: max = 221.5s, min = 12.3s, avg = 48.6s, dev = 57.9s //tensorflow/python/distribute:multi_process_runner_test_cpu PASSED in 276.7s Stats over 12 runs: max = 276.7s, min = 64.1s, avg = 101.4s, dev = 58.7s //tensorflow/python/eager/polymorphic_function:polymorphic_function_test_cpu PASSED in 18.4s Stats over 15 runs: max = 18.4s, min = 12.2s, avg = 14.9s, dev = 1.5s //tensorflow/python/kernel_tests/linalg:linear_operator_circulant_test_cpu PASSED in 69.8s Stats over 15 runs: max = 69.8s, min = 60.1s, avg = 65.1s, dev = 3.1s //tensorflow/python/kernel_tests/nn_ops:rnn_cell_test_cpu PASSED in 41.3s Stats over 15 runs: max = 41.3s, min = 9.2s, avg = 14.6s, dev = 8.4s //tensorflow/compiler/tests:ftrl_test_cpu PASSED in 8.4s Stats over 16 runs: max = 8.4s, min = 3.9s, avg = 6.3s, dev = 1.4s //tensorflow/compiler/tests:ternary_ops_test_cpu PASSED in 9.0s Stats over 16 runs: max = 9.0s, min = 3.6s, avg = 6.8s, dev = 1.7s //tensorflow/compiler/tests:ternary_ops_test_cpu_mlir_bridge_test PASSED in 13.1s Stats over 16 runs: max = 13.1s, min = 6.0s, avg = 8.1s, dev = 1.8s //tensorflow/python/data/experimental/kernel_tests/service:dynamic_sharding_test PASSED in 13.6s Stats over 16 runs: max = 13.6s, min = 6.0s, avg = 9.6s, dev = 2.4s //tensorflow/python/data/experimental/kernel_tests/service:worker_tags_test PASSED in 25.0s Stats over 16 runs: max = 25.0s, min = 3.7s, avg = 11.3s, dev = 5.2s //tensorflow/python/data/kernel_tests:snapshot_test PASSED in 29.0s Stats over 16 runs: max = 29.0s, min = 9.8s, avg = 17.5s, dev = 4.9s //tensorflow/python/kernel_tests/control_flow:control_flow_ops_py_test_cpu PASSED in 22.6s Stats over 16 runs: max = 22.6s, min = 3.8s, avg = 7.4s, dev = 4.2s //tensorflow/python/kernel_tests/linalg:matrix_exponential_op_test PASSED in 10.1s Stats over 16 runs: max = 10.1s, min = 4.1s, avg = 6.9s, dev = 1.7s //tensorflow/python/kernel_tests/signal:dct_ops_test_cpu PASSED in 16.5s Stats over 16 runs: max = 16.5s, min = 10.6s, avg = 13.1s, dev = 1.7s //tensorflow/python/ops:image_ops_test_cpu PASSED in 23.5s Stats over 16 runs: max = 23.5s, min = 10.4s, avg = 15.1s, dev = 3.6s //tensorflow/python/ops/parallel_for:control_flow_ops_test_cpu PASSED in 59.3s Stats over 16 runs: max = 59.3s, min = 10.5s, avg = 20.1s, dev = 10.9s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_ft_test PASSED in 11.7s Stats over 17 runs: max = 11.7s, min = 5.1s, avg = 8.4s, dev = 2.0s //tensorflow/python/data/kernel_tests:map_test PASSED in 48.3s Stats over 19 runs: max = 48.3s, min = 22.8s, avg = 30.9s, dev = 6.1s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu PASSED in 7.3s Stats over 20 runs: max = 7.3s, min = 3.5s, avg = 4.8s, dev = 1.1s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu_mlir_bridge_test PASSED in 7.0s Stats over 20 runs: max = 7.0s, min = 3.1s, avg = 4.7s, dev = 1.3s //tensorflow/compiler/tests:pooling_ops_test_cpu PASSED in 8.5s Stats over 20 runs: max = 8.5s, min = 3.6s, avg = 5.8s, dev = 1.2s //tensorflow/compiler/tests:pooling_ops_test_cpu_mlir_bridge_test PASSED in 13.0s Stats over 20 runs: max = 13.0s, min = 2.9s, avg = 5.2s, dev = 2.5s //tensorflow/compiler/xla/tests:convolution_dimension_numbers_test_cpu PASSED in 19.2s Stats over 20 runs: max = 19.2s, min = 12.7s, avg = 14.6s, dev = 1.8s //tensorflow/compiler/xla/tests:dot_operation_single_threaded_runtime_test_cpu PASSED in 24.6s Stats over 20 runs: max = 24.6s, min = 18.2s, avg = 21.1s, dev = 1.7s //tensorflow/compiler/xla/tests:dot_operation_test_cpu PASSED in 23.1s Stats over 20 runs: max = 23.1s, min = 16.8s, avg = 18.6s, dev = 1.4s //tensorflow/compiler/xla/tests:prng_test_cpu PASSED in 14.8s Stats over 20 runs: max = 14.8s, min = 8.9s, avg = 11.4s, dev = 1.9s //tensorflow/compiler/xla/tests:reduce_window_test_cpu PASSED in 42.4s Stats over 20 runs: max = 42.4s, min = 8.8s, avg = 18.2s, dev = 10.5s //tensorflow/python/autograph/tests:loop_control_flow_test PASSED in 20.7s Stats over 20 runs: max = 20.7s, min = 15.3s, avg = 17.7s, dev = 1.4s //tensorflow/python/kernel_tests:metrics_test PASSED in 39.7s Stats over 20 runs: max = 39.7s, min = 7.5s, avg = 18.6s, dev = 9.2s //tensorflow/python/kernel_tests/array_ops:matrix_band_part_op_test_cpu PASSED in 8.4s Stats over 20 runs: max = 8.4s, min = 3.8s, avg = 6.9s, dev = 1.2s //tensorflow/python/kernel_tests/data_structures:barrier_ops_test PASSED in 13.7s Stats over 20 runs: max = 13.7s, min = 3.1s, avg = 6.5s, dev = 2.6s //tensorflow/python/kernel_tests/linalg:eig_op_test PASSED in 38.4s Stats over 20 runs: max = 38.4s, min = 3.7s, avg = 12.5s, dev = 11.3s //tensorflow/python/kernel_tests/linalg:linalg_grad_test_cpu PASSED in 108.3s Stats over 20 runs: max = 108.3s, min = 33.4s, avg = 65.2s, dev = 23.3s //tensorflow/python/kernel_tests/linalg:norm_op_test_cpu PASSED in 8.2s Stats over 20 runs: max = 8.2s, min = 4.1s, avg = 6.5s, dev = 1.4s //tensorflow/python/kernel_tests/linalg:normalize_op_test_cpu PASSED in 12.0s Stats over 20 runs: max = 12.0s, min = 4.9s, avg = 8.4s, dev = 2.2s //tensorflow/python/kernel_tests/linalg:qr_op_test_cpu PASSED in 158.5s Stats over 20 runs: max = 158.5s, min = 31.2s, avg = 88.4s, dev = 34.4s //tensorflow/python/kernel_tests/linalg:self_adjoint_eig_op_test_cpu PASSED in 19.4s Stats over 20 runs: max = 19.4s, min = 3.5s, avg = 9.7s, dev = 5.0s //tensorflow/python/kernel_tests/math_ops:batch_matmul_op_test_cpu PASSED in 24.8s Stats over 20 runs: max = 24.8s, min = 5.5s, avg = 14.9s, dev = 6.9s //tensorflow/python/kernel_tests/math_ops:matmul_op_test_cpu PASSED in 18.1s Stats over 20 runs: max = 18.1s, min = 13.7s, avg = 16.4s, dev = 1.1s //tensorflow/python/kernel_tests/math_ops:tensordot_op_test_cpu PASSED in 79.3s Stats over 20 runs: max = 79.3s, min = 6.1s, avg = 30.5s, dev = 22.1s //tensorflow/python/kernel_tests/nn_ops:embedding_ops_test_cpu PASSED in 17.0s Stats over 20 runs: max = 17.0s, min = 9.5s, avg = 12.5s, dev = 2.1s //tensorflow/python/data/experimental/kernel_tests/service:local_workers_test PASSED in 23.3s Stats over 24 runs: max = 23.3s, min = 8.9s, avg = 16.6s, dev = 3.9s //tensorflow/python/data/kernel_tests:interleave_test PASSED in 24.1s Stats over 24 runs: max = 24.1s, min = 8.8s, avg = 14.9s, dev = 4.3s //tensorflow/python/data/kernel_tests:sample_from_datasets_test PASSED in 16.0s Stats over 24 runs: max = 16.0s, min = 3.5s, avg = 10.3s, dev = 3.6s //tensorflow/compiler/xla/tests:array_elementwise_ops_test_cpu PASSED in 14.1s Stats over 25 runs: max = 14.1s, min = 9.9s, avg = 11.2s, dev = 1.0s //tensorflow/compiler/xla/tests:select_and_scatter_test_cpu PASSED in 41.3s Stats over 25 runs: max = 41.3s, min = 11.1s, avg = 16.6s, dev = 7.2s //tensorflow/compiler/xla/tests:convolution_variants_test_cpu PASSED in 17.0s Stats over 30 runs: max = 17.0s, min = 9.9s, avg = 12.0s, dev = 1.7s //tensorflow/compiler/xla/tests:iota_test_cpu PASSED in 15.6s Stats over 30 runs: max = 15.6s, min = 13.8s, avg = 14.7s, dev = 0.6s //tensorflow/compiler/xla/tests:params_test_cpu PASSED in 12.8s Stats over 30 runs: max = 12.8s, min = 10.7s, avg = 11.8s, dev = 0.6s //tensorflow/compiler/xla/tests:reshape_test_cpu PASSED in 11.8s Stats over 30 runs: max = 11.8s, min = 9.5s, avg = 10.5s, dev = 0.6s //tensorflow/python/kernel_tests/nn_ops:conv_ops_3d_test_cpu PASSED in 24.1s Stats over 30 runs: max = 24.1s, min = 3.3s, avg = 9.8s, dev = 6.0s //tensorflow/compiler/xla/tests:reduce_test_cpu PASSED in 15.6s Stats over 31 runs: max = 15.6s, min = 13.0s, avg = 14.4s, dev = 0.8s //tensorflow/compiler/xla/tests:scalar_computations_test_cpu PASSED in 15.0s Stats over 32 runs: max = 15.0s, min = 11.8s, avg = 12.9s, dev = 0.7s //tensorflow/python/data/experimental/kernel_tests/service:auto_shard_test PASSED in 17.0s Stats over 32 runs: max = 17.0s, min = 4.2s, avg = 12.1s, dev = 3.6s //tensorflow/python/data/experimental/kernel_tests/service:data_service_ops_test PASSED in 22.4s Stats over 32 runs: max = 22.4s, min = 4.0s, avg = 9.1s, dev = 4.3s //tensorflow/compiler/xla/tests:batch_normalization_test_cpu PASSED in 20.3s Stats over 40 runs: max = 20.3s, min = 11.9s, avg = 14.4s, dev = 1.5s //tensorflow/compiler/xla/tests:bfloat16_test_cpu PASSED in 17.0s Stats over 40 runs: max = 17.0s, min = 10.0s, avg = 12.6s, dev = 1.7s //tensorflow/compiler/xla/tests:conv_depthwise_backprop_filter_test_cpu PASSED in 15.2s Stats over 40 runs: max = 15.2s, min = 11.0s, avg = 12.6s, dev = 0.9s //tensorflow/compiler/xla/tests:slice_test_cpu PASSED in 19.2s Stats over 40 runs: max = 19.2s, min = 10.8s, avg = 13.9s, dev = 1.7s //tensorflow/core/kernels:stochastic_cast_op_test PASSED in 1.9s Stats over 48 runs: max = 1.9s, min = 0.4s, avg = 0.7s, dev = 0.3s //tensorflow/compiler/mlir/quantization/tensorflow/python:quantize_model_test PASSED in 79.0s Stats over 50 runs: max = 79.0s, min = 18.0s, avg = 36.4s, dev = 14.3s //tensorflow/compiler/tests:sort_ops_test_cpu PASSED in 42.0s Stats over 50 runs: max = 42.0s, min = 3.0s, avg = 10.2s, dev = 8.1s //tensorflow/compiler/tests:sort_ops_test_cpu_mlir_bridge_test PASSED in 48.9s Stats over 50 runs: max = 48.9s, min = 3.1s, avg = 14.1s, dev = 10.2s //tensorflow/compiler/tests:unary_ops_test_cpu PASSED in 24.0s Stats over 50 runs: max = 24.0s, min = 3.0s, avg = 6.0s, dev = 4.2s //tensorflow/compiler/tests:unary_ops_test_cpu_mlir_bridge_test PASSED in 26.9s Stats over 50 runs: max = 26.9s, min = 2.9s, avg = 5.5s, dev = 4.6s //tensorflow/compiler/xla/tests:conv_depthwise_test_cpu PASSED in 15.4s Stats over 50 runs: max = 15.4s, min = 10.0s, avg = 12.9s, dev = 1.1s //tensorflow/compiler/xla/tests:convolution_test_1d_no_vmodule_cpu PASSED in 20.3s Stats over 50 runs: max = 20.3s, min = 15.2s, avg = 18.5s, dev = 1.2s //tensorflow/compiler/xla/tests:convolution_test_cpu PASSED in 24.9s Stats over 50 runs: max = 24.9s, min = 14.8s, avg = 20.2s, dev = 2.3s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_dense_mat_mul_grad_test_cpu PASSED in 16.0s Stats over 50 runs: max = 16.0s, min = 3.8s, avg = 9.2s, dev = 3.7s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_grad_test_cpu PASSED in 6.9s Stats over 50 runs: max = 6.9s, min = 3.2s, avg = 4.0s, dev = 0.8s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_sparse_mat_mul_grad_test_cpu PASSED in 6.8s Stats over 50 runs: max = 6.8s, min = 3.2s, avg = 4.1s, dev = 1.0s //tensorflow/python/kernel_tests/math_ops:cwise_ops_binary_test_cpu PASSED in 46.6s Stats over 50 runs: max = 46.6s, min = 7.8s, avg = 21.3s, dev = 10.1s //tensorflow/python/kernel_tests/math_ops:cwise_ops_test_cpu PASSED in 14.0s Stats over 50 runs: max = 14.0s, min = 3.3s, avg = 4.9s, dev = 1.8s //tensorflow/python/kernel_tests/math_ops:cwise_ops_unary_test_cpu PASSED in 12.9s Stats over 50 runs: max = 12.9s, min = 3.0s, avg = 4.7s, dev = 2.2s Executed 3754 out of 3754 tests: 3754 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.