==================== Test output for //tensorflow/python/distribute/failure_handling:failure_handler_test (shard 1 of 8): Running tests under Python 3.11.6: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/python_aarch64-unknown-linux-gnu/bin/python3 [ RUN ] PreemptionCheckpointTest.test_error_propagation INFO:tensorflow:Using local port 24763 I0406 23:12:59.071484 281473147171872 test_util.py:4013] Using local port 24763 INFO:tensorflow:Using local port 24762 I0406 23:12:59.073357 281473147171872 test_util.py:4013] Using local port 24762 INFO:tensorflow:Using local port 24761 I0406 23:12:59.074827 281473147171872 test_util.py:4013] Using local port 24761 INFO:tensorflow:Using local port 24760 I0406 23:12:59.076319 281473147171872 test_util.py:4013] Using local port 24760 INFO:tensorflow:Cluster starting. I0406 23:13:03.662990 281473147171872 failure_handler_test.py:387] Cluster starting. [worker-1]: I0406 23:13:03.903414 281472951546912 multi_process_runner.py:840] Subprocess with PID 1391411 (worker, 1) is now being started. [worker-1]: I0406 23:13:03.903969 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24763", "localhost:24762", "localhost:24761", "localhost:24760"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-0]: I0406 23:13:03.928958 281472951546912 multi_process_runner.py:840] Subprocess with PID 1391329 (worker, 0) is now being started. [worker-3]: I0406 23:13:03.930025 281472951546912 multi_process_runner.py:840] Subprocess with PID 1391922 (worker, 3) is now being started. [worker-3]: I0406 23:13:03.930562 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24763", "localhost:24762", "localhost:24761", "localhost:24760"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: I0406 23:13:03.929536 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24763", "localhost:24762", "localhost:24761", "localhost:24760"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445183.973181 1391329 coordination_service.cc:366] Initializing CoordinationService [worker-0]: 2024-04-06 23:13:03.974439: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24763 [worker-2]: I0406 23:13:03.984030 281472951546912 multi_process_runner.py:840] Subprocess with PID 1391795 (worker, 2) is now being started. [worker-2]: I0406 23:13:03.984590 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24763", "localhost:24762", "localhost:24761", "localhost:24760"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: 2024-04-06 23:13:03.993976: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24760 [worker-0]: I0000 00:00:1712445184.010087 1394166 coordination_service.cc:580] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 6356994404562521523 [worker-0]: I0000 00:00:1712445184.010201 1394166 coordination_service.cc:542] Waiting for 3/4 tasks to connect. [worker-0]: I0000 00:00:1712445184.010216 1394166 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:0 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-3]: I0000 00:00:1712445184.011910 1391922 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: I0000 00:00:1712445184.017374 1394108 coordination_service.cc:580] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 15945710216124426940 [worker-0]: I0000 00:00:1712445184.017416 1394108 coordination_service.cc:542] Waiting for 2/4 tasks to connect. [worker-0]: I0000 00:00:1712445184.017427 1394108 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: I0000 00:00:1712445184.017649 1391329 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-2]: 2024-04-06 23:13:04.028728: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24761 [worker-0]: I0000 00:00:1712445184.037190 1394181 coordination_service.cc:580] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 178865736913571628 [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0000 00:00:1712445184.037474 1391795 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: I0000 00:00:1712445184.037241 1394181 coordination_service.cc:542] Waiting for 1/4 tasks to connect. [worker-0]: I0000 00:00:1712445184.037254 1394181 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-1]: 2024-04-06 23:13:04.049697: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24762 [worker-0]: I0000 00:00:1712445184.064044 1394161 coordination_service.cc:580] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 4932119844613249466 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445184.064121 1394161 coordination_service.cc:542] Waiting for 0/4 tasks to connect. [worker-1]: I0000 00:00:1712445184.064327 1391411 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-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]: I0406 23:13:04.071393 281472951546912 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]: I0406 23:13:04.071384 281472951546912 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]: I0406 23:13:04.071518 281472951546912 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow: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]: I0406 23:13:04.079541 281472951546912 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-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0406 23:13:04.134729 281472951546912 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]: I0406 23:13:04.135300 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0406 23:13:04.135542 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, 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]: I0406 23:13:04.138399 281472951546912 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]: I0406 23:13:04.139094 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0406 23:13:04.139343 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, 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]: I0406 23:13:04.140549 281472951546912 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]: I0406 23:13:04.141540 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0406 23:13:04.141813 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, 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]: I0406 23:13:04.138403 281472951546912 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]: I0406 23:13:04.139095 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0406 23:13:04.139348 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24763', 'localhost:24762', 'localhost:24761', 'localhost:24760']}, 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]: I0406 23:13:04.175063 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0406 23:13:04.175681 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I0406 23:13:04.175905 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0406 23:13:04.176397 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0406 23:13:04.176650 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: I0406 23:13:04.176179 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: Instructions for updating: [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: W0406 23:13:04.176532 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: W0406 23:13:04.176948 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Instructions for updating: [worker-0]: INFO:tensorflow:Start training at 0 [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: I0406 23:13:04.176727 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Start training at 0 [worker-2]: I0406 23:13:04.177133 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0406 23:13:04.181785 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0406 23:13:04.182792 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0406 23:13:04.183075 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W0406 23:13:04.183433 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 0 [worker-1]: I0406 23:13:04.183626 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0406 23:13:04.195125 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0406 23:13:04.196242 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0406 23:13:04.196524 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0406 23:13:04.196878 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:Start training at 0 [worker-3]: I0406 23:13:04.197069 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Error reported to Coordinator: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: Traceback (most recent call last): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/training/coordinator.py", line 293, in stop_on_exception [worker-2]: yield [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 387, in run [worker-2]: self.main_result = self.main_fn(*self.main_args, **self.main_kwargs) [worker-2]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/autograph/impl/api.py", line 693, in wrapper [worker-2]: raise e.ag_error_metadata.to_exception(e) [worker-2]: tensorflow.python.framework.errors_impl.ResourceExhaustedError: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-2]: I0406 23:13:04.331516 281447495365088 coordinator.py:213] Error reported to Coordinator: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: Traceback (most recent call last): [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/training/coordinator.py", line 293, in stop_on_exception [worker-2]: yield [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 387, in run [worker-2]: self.main_result = self.main_fn(*self.main_args, **self.main_kwargs) [worker-2]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/autograph/impl/api.py", line 693, in wrapper [worker-2]: raise e.ag_error_metadata.to_exception(e) [worker-2]: tensorflow.python.framework.errors_impl.ResourceExhaustedError: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-2]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-2]: I0406 23:13:04.336447 281472951546912 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-2]: E0000 00:00:1712445184.336697 1391795 coordination_service_agent.cc:761] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: 2024-04-06 23:13:04.336816: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: I0000 00:00:1712445184.336851 1391795 coordination_service_agent.cc:445] Reporting error to coordination service: RESOURCE_EXHAUSTED: in user code: [worker-2]: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-0]: E0000 00:00:1712445184.355594 1394158 coordination_service.cc:1022] /job:worker/replica:0/task:2 has been set to ERROR in coordination service: RESOURCE_EXHAUSTED: in user code: [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: return call_for_each_replica(strategy, fn.python_function, 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/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-0]: E0000 00:00:1712445184.356464 1394161 coordination_service_agent.cc:761] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: return call_for_each_replica(strategy, fn.python_function, 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/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-0]: 2024-04-06 23:13:04.356561: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: return call_for_each_replica(strategy, fn.python_function, 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/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-1]: E0000 00:00:1712445184.363195 1393650 coordination_service_agent.cc:761] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-1]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-1]: raise errors_impl.ResourceExhaustedError( [worker-1]: [worker-1]: ResourceExhaustedError: Running out of resources [worker-1]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-1]: 2024-04-06 23:13:04.363330: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-1]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-1]: raise errors_impl.ResourceExhaustedError( [worker-1]: [worker-1]: ResourceExhaustedError: Running out of resources [worker-1]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-3]: E0000 00:00:1712445184.375332 1394156 coordination_service_agent.cc:761] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-3]: [worker-3]: ResourceExhaustedError: Running out of resources [worker-3]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-3]: 2024-04-06 23:13:04.375475: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-3]: [worker-3]: ResourceExhaustedError: Running out of resources [worker-3]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [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]: I0406 23:13:04.386116 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:04.434311 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:04.547502 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: 2024-04-06 23:13:04.674047: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: RESOURCE_EXHAUSTED: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-1]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-1]: raise errors_impl.ResourceExhaustedError( [worker-1]: [worker-1]: ResourceExhaustedError: Running out of resources [worker-1]: [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [worker-1]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-1]: [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-1]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-1]: [worker-1]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-1]: [worker-1]: File "", line 1, in [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 274, in main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 313, in _serve_one [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/spawn.py", line 135, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: [worker-1]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-1]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-1]: raise errors_impl.ResourceExhaustedError( [worker-1]: [worker-1]: ResourceExhaustedError: Running out of resources [worker-1]: [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [worker-1]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-1]: [Op:__inference_train_step_38] [worker-1]: I0406 23:13:04.685085 281472951546912 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-1]: [worker-1]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-1]: [worker-1]: File "", line 1, in [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 274, in main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 313, in _serve_one [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/spawn.py", line 135, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-1]: [worker-1]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-1]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-1]: raise errors_impl.ResourceExhaustedError( [worker-1]: [worker-1]: ResourceExhaustedError: Running out of resources [worker-1]: [worker-1]: The error could be from a previous operation. Restart your program to reset. [worker-1]: [[{{node CollectiveReduceV2}}]] [worker-1]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-1]: [Op:__inference_train_step_38] [worker-1]: INFO:tensorflow:Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-1]: I0406 23:13:04.685611 281472951546912 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-0]: 2024-04-06 23:13:04.755114: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: RESOURCE_EXHAUSTED: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: return call_for_each_replica(strategy, fn.python_function, 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/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [worker-0]: The error could be from a previous operation. Restart your program to reset. [worker-0]: [[{{node CollectiveReduceV2}}]] [worker-0]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-0]: [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-0]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-0]: [worker-0]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-0]: [worker-0]: File "", line 1, in [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 274, in main [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 313, in _serve_one [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/spawn.py", line 135, in _main [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-0]: [worker-0]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: return call_for_each_replica(strategy, fn.python_function, 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/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [worker-0]: The error could be from a previous operation. Restart your program to reset. [worker-0]: [[{{node CollectiveReduceV2}}]] [worker-0]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-0]: [Op:__inference_train_step_40] [worker-0]: I0406 23:13:04.764065 281472951546912 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-0]: [worker-0]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-0]: [worker-0]: File "", line 1, in [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 274, in main [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 313, in _serve_one [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/spawn.py", line 135, in _main [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-0]: [worker-0]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: return call_for_each_replica(strategy, fn.python_function, 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/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-0]: [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [worker-0]: The error could be from a previous operation. Restart your program to reset. [worker-0]: [[{{node CollectiveReduceV2}}]] [worker-0]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-0]: [Op:__inference_train_step_40] [worker-0]: INFO:tensorflow:Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-0]: I0406 23:13:04.764564 281472951546912 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-3]: 2024-04-06 23:13:04.812046: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: RESOURCE_EXHAUSTED: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-3]: [worker-3]: ResourceExhaustedError: Running out of resources [worker-3]: [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-3]: [[{{node CollectiveReduceV2}}]] [worker-3]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-3]: [type.googleapis.com/tensorflow.DerivedStatus=''] [worker-3]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-3]: [worker-3]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-3]: [worker-3]: File "", line 1, in [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 274, in main [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 313, in _serve_one [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/spawn.py", line 135, in _main [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-3]: [worker-3]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-3]: [worker-3]: ResourceExhaustedError: Running out of resources [worker-3]: [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-3]: [[{{node CollectiveReduceV2}}]] [worker-3]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-3]: [Op:__inference_train_step_38] [worker-3]: I0406 23:13:04.818166 281472951546912 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): Graph execution error: [worker-3]: [worker-3]: Detected at node CollectiveReduceV2 defined at (most recent call last): [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 558, in [worker-3]: [worker-3]: File "", line 1, in [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 274, in main [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/forkserver.py", line 313, in _serve_one [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/spawn.py", line 135, in _main [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 367, in assert_raise_error [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 229, in worker_fn [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 192, in distributed_train_step [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn [worker-3]: [worker-3]: Collective ops is aborted by: Error reported from /job:worker/task:2: in user code: [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-3]: [worker-3]: ResourceExhaustedError: Running out of resources [worker-3]: [worker-3]: The error could be from a previous operation. Restart your program to reset. [worker-3]: [[{{node CollectiveReduceV2}}]] [worker-3]: Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info. This isn't available when running in Eager mode. [worker-3]: [Op:__inference_train_step_38] [worker-3]: INFO:tensorflow:Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [worker-3]: I0406 23:13:04.818692 281472951546912 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. I0406 23:13:05.715631 281473147171872 multi_process_runner.py:646] worker-0 exit code: 0 I0406 23:13:05.715886 281473147171872 multi_process_runner.py:646] worker-1 exit code: 0 I0406 23:13:05.716063 281473147171872 multi_process_runner.py:646] worker-2 exit code: 0 I0406 23:13:05.716239 281473147171872 multi_process_runner.py:646] worker-3 exit code: 0 I0406 23:13:05.720268 281473147171872 multi_process_runner.py:662] Joining log reading threads. I0406 23:13:05.720508 281473147171872 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_error_propagation): 6.83s I0406 23:13:05.884472 281473147171872 test_util.py:2634] time(__main__.PreemptionCheckpointTest.test_error_propagation): 6.83s [ OK ] PreemptionCheckpointTest.test_error_propagation [ RUN ] PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice INFO:tensorflow:Start watcher for local signal. I0406 23:13:05.964380 281473147171872 failure_handling.py:674] Start watcher for local signal. INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. I0406 23:13:05.964782 281473147171872 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. Instructions for updating: Track steps using a tf.Variable saved in checkpoint instead. W0406 23:13:05.965100 281473147171872 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. Instructions for updating: Track steps using a tf.Variable saved in checkpoint instead. INFO:tensorflow:Start training at 0 I0406 23:13:05.965304 281473147171872 failure_handler_test.py:197] Start training at 0 WARNING:tensorflow:5 out of the last 5 calls to .distributed_train_step..train_step at 0xfffee4547ba0> 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. W0406 23:13:06.150868 281473147171872 polymorphic_function.py:157] 5 out of the last 5 calls to .distributed_train_step..train_step at 0xfffee4547ba0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. WARNING:tensorflow:6 out of the last 6 calls to .distributed_train_step..train_step at 0xfffee4547ba0> 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. W0406 23:13:06.165175 281473147171872 polymorphic_function.py:157] 6 out of the last 6 calls to .distributed_train_step..train_step at 0xfffee4547ba0> 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 I0406 23:13:06.287214 281473147171872 failure_handler_test.py:195] epoch 0 finished INFO:tensorflow:epoch 1 finished I0406 23:13:06.623749 281473147171872 failure_handler_test.py:195] epoch 1 finished INFO:tensorflow:epoch 2 finished I0406 23:13:06.862703 281473147171872 failure_handler_test.py:195] epoch 2 finished INFO:tensorflow:epoch 3 finished I0406 23:13:07.095754 281473147171872 failure_handler_test.py:195] epoch 3 finished INFO:tensorflow:epoch 4 finished I0406 23:13:07.332762 281473147171872 failure_handler_test.py:195] epoch 4 finished INFO:tensorflow:epoch 5 finished I0406 23:13:07.579044 281473147171872 failure_handler_test.py:195] epoch 5 finished INFO:tensorflow:epoch 6 finished I0406 23:13:07.797934 281473147171872 failure_handler_test.py:195] epoch 6 finished INFO:tensorflow:sending sigterm I0406 23:13:07.893888 281470208438752 failure_handler_test.py:467] sending sigterm INFO:tensorflow:Member single_worker has received termination notice. I0406 23:13:07.905147 281473147171872 failure_handling.py:701] Member single_worker has received termination notice. INFO:tensorflow:Termination caught in main thread on preempted worker I0406 23:13:07.906191 281473147171872 failure_handling.py:1159] Termination caught in main thread on preempted worker INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. I0406 23:13:07.924302 281473147171872 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. I0406 23:13:07.997629 281473147171872 functional_saver.py:440] Sharding callback duration: 17 INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmpr4u710o0/fh_ckpt I0406 23:13:08.036867 281473147171872 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmpr4u710o0/fh_ckpt INFO:tensorflow:Continue training for the grace period. I0406 23:13:08.037148 281473147171872 failure_handling.py:1134] Continue training for the grace period. INFO:tensorflow:epoch 7 finished I0406 23:13:08.228732 281473147171872 failure_handler_test.py:195] epoch 7 finished INFO:tensorflow:Training finished. I0406 23:13:08.229259 281473147171872 failure_handler_test.py:245] Training finished. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice): 2.34s I0406 23:13:08.230342 281473147171872 test_util.py:2634] time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice): 2.34s [ OK ] PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 24745 I0406 23:13:08.236638 281473147171872 test_util.py:4013] Using local port 24745 INFO:tensorflow:Using local port 24744 I0406 23:13:08.238418 281473147171872 test_util.py:4013] Using local port 24744 INFO:tensorflow:Using local port 24743 I0406 23:13:08.239835 281473147171872 test_util.py:4013] Using local port 24743 INFO:tensorflow:Using local port 24742 I0406 23:13:08.242417 281473147171872 test_util.py:4013] Using local port 24742 INFO:tensorflow:Cluster starting. I0406 23:13:08.267913 281473147171872 failure_handler_test.py:297] Cluster starting. [worker-0]: I0406 23:13:08.323774 281472951546912 multi_process_runner.py:840] Subprocess with PID 1433000 (worker, 0) is now being started. [worker-0]: I0406 23:13:08.324308 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0406 23:13:08.361760 281472951546912 multi_process_runner.py:840] Subprocess with PID 1433246 (worker, 1) is now being started. [worker-1]: I0406 23:13:08.362315 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0406 23:13:08.373777 281472951546912 multi_process_runner.py:840] Subprocess with PID 1433658 (worker, 2) is now being started. [worker-2]: I0406 23:13:08.374331 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445188.382249 1433000 coordination_service.cc:366] Initializing CoordinationService [worker-0]: 2024-04-06 23:13:08.384603: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24745 [worker-3]: I0406 23:13:08.401973 281472951546912 multi_process_runner.py:840] Subprocess with PID 1433881 (worker, 3) is now being started. [worker-3]: I0406 23:13:08.402563 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: I0000 00:00:1712445188.457223 1434070 coordination_service.cc:580] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 14105807169566029774 [worker-0]: I0000 00:00:1712445188.457341 1434070 coordination_service.cc:542] Waiting for 3/4 tasks to connect. [worker-0]: I0000 00:00:1712445188.457355 1434070 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-2]: 2024-04-06 23:13:08.459596: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24743 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: I0000 00:00:1712445188.458137 1433000 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-1]: 2024-04-06 23:13:08.464927: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24744 [worker-0]: I0000 00:00:1712445188.482799 1434070 coordination_service.cc:580] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 15946931665738679410 [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445188.482902 1434070 coordination_service.cc:542] Waiting for 2/4 tasks to connect. [worker-2]: I0000 00:00:1712445188.483090 1433658 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: I0000 00:00:1712445188.482915 1434070 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: I0000 00:00:1712445188.493049 1434070 coordination_service.cc:580] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 17240898339138419933 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445188.493128 1434070 coordination_service.cc:542] Waiting for 1/4 tasks to connect. [worker-1]: I0000 00:00:1712445188.493343 1433246 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: I0000 00:00:1712445188.493141 1434070 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-3]: 2024-04-06 23:13:08.519192: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24742 [worker-0]: I0000 00:00:1712445188.534193 1434070 coordination_service.cc:580] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 11508478436010998976 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445188.534264 1434070 coordination_service.cc:542] Waiting for 0/4 tasks to connect. [worker-3]: I0000 00:00:1712445188.534448 1433881 coordination_service_agent.cc:307] 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-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: I0406 23:13:08.536645 281472951546912 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]: I0406 23:13:08.536702 281472951546912 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]: I0406 23:13:08.546969 281472951546912 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]: I0406 23:13:08.536645 281472951546912 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]: I0406 23:13:08.605273 281472951546912 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]: I0406 23:13:08.606010 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0406 23:13:08.606262 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, 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]: I0406 23:13:08.605275 281472951546912 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]: I0406 23:13:08.606050 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0406 23:13:08.606305 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, 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]: I0406 23:13:08.618173 281472951546912 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]: I0406 23:13:08.618964 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0406 23:13:08.619231 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I0406 23:13:08.636662 281472951546912 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]: I0406 23:13:08.637419 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0406 23:13:08.637673 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, 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]: I0406 23:13:08.697396 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0406 23:13:08.698185 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0406 23:13:08.698447 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W0406 23:13:08.698789 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: INFO:tensorflow:Start training at 0 [worker-2]: I0406 23:13:08.698982 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0406 23:13:08.703587 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I0406 23:13:08.704722 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0406 23:13:08.705033 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: W0406 23:13:08.705380 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 0 [worker-0]: I0406 23:13:08.705577 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0406 23:13:08.708958 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0406 23:13:08.709053 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0406 23:13:08.725680 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0406 23:13:08.726764 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0406 23:13:08.725682 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: Instructions for updating: [worker-3]: I0406 23:13:08.726124 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: W0406 23:13:08.727147 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-3]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 0 [worker-3]: W0406 23:13:08.726498 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: I0406 23:13:08.727349 281472951546912 failure_handler_test.py:197] Start training at 0 [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]: I0406 23:13:08.726696 281472951546912 failure_handler_test.py:197] 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]: I0406 23:13:08.923761 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:08.945903 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:08.955799 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:08.991274 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.221823 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.221809 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.221983 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.226698 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.337702 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.331855 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.336101 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.350443 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.427229 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.432403 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.445717 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.460589 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.586039 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.586489 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.585928 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.600363 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffff82c8a2a0> 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 0xffff82c8bce0> 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 0xffff82c88cc0> 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 0xffff82c8bc40> 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]: W0406 23:13:09.652706 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c8a2a0> 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]: W0406 23:13:09.652986 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c8bce0> 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]: W0406 23:13:09.653190 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c88cc0> 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]: W0406 23:13:09.653263 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c8bc40> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.663601 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.667495 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.663507 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.663565 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff82c891c0> 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 0xffff82c8a660> 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]: W0406 23:13:09.719552 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c891c0> 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]: W0406 23:13:09.719697 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c8a660> 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 0xffff82c899e0> 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]: W0406 23:13:09.720484 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c899e0> 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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.730060 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.730070 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.730422 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff82c88e00> 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]: W0406 23:13:09.734653 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c88e00> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.744786 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.806896 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.807369 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.807584 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.807375 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:09.909452 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:09.924392 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:09.928430 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:09.957161 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:10.036674 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:10.036477 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:10.037484 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:10.036546 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:10.097051 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:10.097166 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:10.101028 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:10.096935 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:10.199002 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:10.199158 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:10.200950 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, 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23:13:10.429612 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:10.429824 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:10.429824 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:10.429636 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:11.151239 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:11.166064 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:11.245349 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:11.245720 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:11.247262 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:11.253906 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:11.326448 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:11.326934 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:11.330060 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:11.334895 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:sending sigterm I0406 23:13:11.385966 281473147171872 failure_handler_test.py:302] sending sigterm INFO:tensorflow:sigterm sent I0406 23:13:11.386308 281473147171872 failure_handler_test.py:306] sigterm sent [worker-2]: INFO:tensorflow:Member 2 has received termination notice. [worker-2]: I0406 23:13:11.412023 281472951546912 failure_handling.py:710] Member 2 has received termination notice. [worker-2]: INFO:tensorflow:Termination caught in main thread on preempted worker [worker-2]: I0406 23:13:11.412742 281472951546912 failure_handling.py:1159] Termination caught in main thread on preempted worker [worker-2]: INFO:tensorflow:RUN_TO_CHECKPOINT set to 25 [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-2]: I0406 23:13:11.413520 281472951546912 failure_handling.py:1168] RUN_TO_CHECKPOINT set to 25 [worker-3]: I0406 23:13:11.414042 281447034057184 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: I0406 23:13:11.414258 281450188173792 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-1]: I0406 23:13:11.415425 281446715421152 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [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]: I0406 23:13:11.416744 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 0 received [worker-2]: I0406 23:13:11.417938 281472951546912 failure_handling.py:1177] Sigterm acknowledgement from replica 0 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 1 received [worker-2]: I0406 23:13:11.418833 281472951546912 failure_handling.py:1177] Sigterm acknowledgement from replica 1 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 2 received [worker-2]: I0406 23:13:11.419532 281472951546912 failure_handling.py:1177] Sigterm acknowledgement from replica 2 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 3 received [worker-2]: I0406 23:13:11.420233 281472951546912 failure_handling.py:1177] Sigterm acknowledgement from replica 3 received [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:11.416494 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:11.438548 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-0]: I0406 23:13:11.447567 281446514094560 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:11.450839 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: I0406 23:13:11.510195 281472951546912 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I0406 23:13:11.510379 281472951546912 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: I0406 23:13:11.510554 281472951546912 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I0406 23:13:11.510579 281472951546912 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I0406 23:13:11.542140 281472951546912 functional_saver.py:440] Sharding callback duration: 20 [worker-2]: I0406 23:13:11.543275 281472951546912 functional_saver.py:440] Sharding callback duration: 21 [worker-3]: I0406 23:13:11.543360 281472951546912 functional_saver.py:440] Sharding callback duration: 20 [worker-1]: I0406 23:13:11.545876 281472951546912 functional_saver.py:440] Sharding callback duration: 22 [worker-2]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/workertemp_2/fh_ckpt [worker-0]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/fh_ckpt [worker-1]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/workertemp_1/fh_ckpt [worker-0]: I0406 23:13:11.563904 281472951546912 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/fh_ckpt [worker-2]: I0406 23:13:11.563905 281472951546912 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/workertemp_2/fh_ckpt [worker-1]: I0406 23:13:11.564365 281472951546912 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/workertemp_1/fh_ckpt [worker-2]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-2]: I0406 23:13:11.565528 281472951546912 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-1]: I0406 23:13:11.566042 281472951546912 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: I0406 23:13:11.565757 281472951546912 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I0406 23:13:11.566283 281472951546912 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-0]: I0406 23:13:11.568804 281472951546912 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: I0406 23:13:11.569113 281472951546912 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/workertemp_3/fh_ckpt [worker-3]: I0406 23:13:11.589356 281472951546912 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b901wnr2get/tmprd1sdcrt/workertemp_3/fh_ckpt [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I0406 23:13:11.613854 281472951546912 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: I0406 23:13:11.614193 281472951546912 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. INFO:tensorflow:restarting workers I0406 23:13:13.386950 281473147171872 failure_handler_test.py:309] restarting workers INFO:tensorflow:workers restarted I0406 23:13:13.439081 281473147171872 failure_handler_test.py:313] workers restarted [worker-0]: I0406 23:13:13.441844 281472951546912 multi_process_runner.py:840] Subprocess with PID 1483064 (worker, 0) is now being started. [worker-0]: I0406 23:13:13.442410 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0406 23:13:13.469775 281472951546912 multi_process_runner.py:840] Subprocess with PID 1483242 (worker, 1) is now being started. [worker-1]: I0406 23:13:13.470345 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-3]: I0406 23:13:13.487908 281472951546912 multi_process_runner.py:840] Subprocess with PID 1483892 (worker, 3) is now being started. [worker-3]: I0406 23:13:13.488384 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I0406 23:13:13.494412 281472951546912 multi_process_runner.py:840] Subprocess with PID 1483563 (worker, 2) is now being started. [worker-2]: I0406 23:13:13.494863 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24745", "localhost:24744", "localhost:24743", "localhost:24742"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-2]: 2024-04-06 23:13:13.535189: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24743 [worker-3]: 2024-04-06 23:13:13.554402: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24742 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445193.635121 1483064 coordination_service.cc:366] Initializing CoordinationService [worker-1]: 2024-04-06 23:13:13.666189: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24744 [worker-0]: 2024-04-06 23:13:13.665517: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24745 [worker-0]: I0000 00:00:1712445193.705260 1486301 coordination_service.cc:580] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 5605450456584088632 [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0000 00:00:1712445193.706174 1483563 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: I0000 00:00:1712445193.705364 1486301 coordination_service.cc:542] Waiting for 3/4 tasks to connect. [worker-0]: I0000 00:00:1712445193.705377 1486301 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:0 [worker-0]: I0000 00:00:1712445193.714809 1486277 coordination_service.cc:580] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 6101368304016343434 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445193.714889 1486277 coordination_service.cc:542] Waiting for 2/4 tasks to connect. [worker-1]: I0000 00:00:1712445193.715150 1483242 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: I0000 00:00:1712445193.714902 1486277 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:0 [worker-0]: I0000 00:00:1712445193.716548 1486277 coordination_service.cc:580] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 7331495256527894012 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445193.716616 1486277 coordination_service.cc:542] Waiting for 1/4 tasks to connect. [worker-3]: I0000 00:00:1712445193.716852 1483892 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: I0000 00:00:1712445193.716628 1486277 coordination_service.cc:545] Example stragglers: [worker-0]: /job:worker/replica:0/task:0 [worker-0]: I0000 00:00:1712445193.718644 1486374 coordination_service.cc:580] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 17132772261669008532 [worker-0]: I0000 00:00:1712445193.718681 1486374 coordination_service.cc:542] Waiting for 0/4 tasks to connect. [worker-0]: I0000 00:00:1712445193.718863 1483064 coordination_service_agent.cc:307] 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-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]: I0406 23:13:13.720883 281472951546912 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-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]: I0406 23:13:13.720977 281472951546912 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]: I0406 23:13:13.721052 281472951546912 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]: I0406 23:13:13.720950 281472951546912 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]: I0406 23:13:13.774920 281472951546912 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: I0406 23:13:13.774913 281472951546912 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]: I0406 23:13:13.775517 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0406 23:13:13.775758 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, 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:Check health not enabled. [worker-1]: I0406 23:13:13.775516 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0406 23:13:13.775761 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, 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]: I0406 23:13:13.786523 281472951546912 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]: I0406 23:13:13.787278 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, 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-2]: I0406 23:13:13.787534 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0406 23:13:13.788004 281472951546912 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]: I0406 23:13:13.788790 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0406 23:13:13.789048 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24745', 'localhost:24744', 'localhost:24743', 'localhost:24742']}, 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-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0406 23:13:13.926711 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0406 23:13:13.928411 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0406 23:13:13.929102 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0406 23:13:13.929347 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W0406 23:13:13.929662 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: INFO:tensorflow:Start training at 25 [worker-2]: I0406 23:13:13.929850 281472951546912 failure_handler_test.py:197] Start training at 25 [worker-2]: INFO:tensorflow:training restarted [worker-2]: I0406 23:13:13.932461 281472951546912 failure_handler_test.py:207] training restarted [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0406 23:13:13.918502 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I0406 23:13:13.934651 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I0406 23:13:13.935485 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0406 23:13:13.935888 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: W0406 23:13:13.936288 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 25 [worker-0]: I0406 23:13:13.936491 281472951546912 failure_handler_test.py:197] Start training at 25 [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0406 23:13:13.950430 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0406 23:13:13.950853 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W0406 23:13:13.951217 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0406 23:13:13.955070 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0406 23:13:13.955472 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0406 23:13:13.955870 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: INFO:tensorflow:Start training at 25 [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: I0406 23:13:13.951418 281472951546912 failure_handler_test.py:197] Start training at 25 [worker-3]: INFO:tensorflow:Start training at 25 [worker-3]: I0406 23:13:13.956070 281472951546912 failure_handler_test.py:197] Start training at 25 [worker-1]: INFO:tensorflow:training restarted [worker-1]: I0406 23:13:13.983666 281472951546912 failure_handler_test.py:207] training restarted [worker-0]: INFO:tensorflow:training restarted [worker-0]: I0406 23:13:13.984280 281472951546912 failure_handler_test.py:207] training restarted [worker-3]: INFO:tensorflow:training restarted [worker-3]: I0406 23:13:13.983744 281472951546912 failure_handler_test.py:207] training restarted [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:14.153999 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:14.169732 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:14.230177 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:14.257731 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:14.523227 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:14.523779 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:14.529999 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:14.523719 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:14.637680 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:14.640889 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:14.647368 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:14.660115 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:14.776490 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:14.776521 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:14.775265 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:14.830797 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:15.058424 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:15.057333 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:15.064011 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:15.100606 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffff82c8afc0> 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 0xffff82c8a7a0> 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 0xffff82c88f40> 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]: W0406 23:13:15.205194 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c8afc0> 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]: W0406 23:13:15.205382 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c8a7a0> 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 0xffff82c28e00> 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]: W0406 23:13:15.205060 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c88f40> 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 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-2]: W0406 23:13:15.206552 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c28e00> 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]: I0406 23:13:15.205658 281472951546912 failure_handler_test.py:195] epoch 1 finished [worker-3]: INFO:tensorflow:epoch 1 finished [worker-1]: I0406 23:13:15.205858 281472951546912 failure_handler_test.py:195] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-3]: I0406 23:13:15.205541 281472951546912 failure_handler_test.py:195] epoch 1 finished [worker-2]: I0406 23:13:15.207001 281472951546912 failure_handler_test.py:195] epoch 1 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]: I0406 23:13:15.216529 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:15.217527 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:15.215631 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:15.230192 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff82c8aca0> 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 0xffff82c8af20> 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]: W0406 23:13:15.321637 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c8aca0> 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]: W0406 23:13:15.321917 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c8af20> 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 0xffff82c887c0> 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]: W0406 23:13:15.322196 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c887c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff82c2b2e0> 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]: I0406 23:13:15.338865 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: W0406 23:13:15.327928 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c2b2e0> 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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:15.332442 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:15.338808 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:15.332964 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:15.428732 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:15.432986 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:15.428313 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:15.446217 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:15.518536 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:15.518596 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:15.521368 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:15.576256 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:15.638946 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:15.643905 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:15.639681 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:15.702528 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:15.816741 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:15.849974 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:15.921062 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:15.970664 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:16.045125 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:16.060213 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:16.070289 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:16.090433 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:16.195786 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:16.197002 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:16.210290 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:16.215693 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective 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]: I0406 23:13:16.288958 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:16.289304 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:16.289012 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:16.289093 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:16.386489 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:16.387871 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:16.394920 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:16.400852 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:16.679228 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:16.681076 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:16.683547 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:16.730725 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:16.805832 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:16.824829 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:16.826199 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:16.835041 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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= 1 [worker-1]: I0406 23:13:17.363306 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:17.362101 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:17.363126 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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[worker-2]: I0406 23:13:18.372712 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:18.449443 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:18.449899 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs 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[worker-3]: I0406 23:13:18.733685 281472951546912 failure_handler_test.py:195] epoch 3 finished [worker-0]: INFO:tensorflow:epoch 3 finished [worker-2]: INFO:tensorflow:epoch 3 finished [worker-2]: I0406 23:13:18.743711 281472951546912 failure_handler_test.py:195] epoch 3 finished [worker-1]: INFO:tensorflow:epoch 3 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:18.742993 281472951546912 failure_handler_test.py:195] epoch 3 finished [worker-1]: I0406 23:13:18.744262 281472951546912 failure_handler_test.py:195] epoch 3 finished [worker-3]: I0406 23:13:18.744511 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 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= 1 [worker-1]: I0406 23:13:19.240727 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:19.251990 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:19.364314 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-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]: I0406 23:13:20.196787 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:20.196823 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:20.196913 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:20.196804 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 4 finished [worker-1]: INFO:tensorflow:epoch 4 finished [worker-2]: INFO:tensorflow:epoch 4 finished [worker-1]: I0406 23:13:20.266751 281472951546912 failure_handler_test.py:195] epoch 4 finished [worker-0]: I0406 23:13:20.266489 281472951546912 failure_handler_test.py:195] epoch 4 finished [worker-2]: I0406 23:13:20.266870 281472951546912 failure_handler_test.py:195] epoch 4 finished [worker-3]: INFO:tensorflow:epoch 4 finished [worker-3]: I0406 23:13:20.271877 281472951546912 failure_handler_test.py:195] epoch 4 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]: I0406 23:13:20.277130 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:20.283846 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:20.277138 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:20.284468 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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, 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281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:20.699872 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:20.700096 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:20.699786 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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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]: I0406 23:13:21.255105 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 5 finished [worker-0]: INFO:tensorflow:epoch 5 finished [worker-2]: INFO:tensorflow:epoch 5 finished [worker-1]: INFO:tensorflow:epoch 5 finished [worker-3]: I0406 23:13:21.305564 281472951546912 failure_handler_test.py:195] epoch 5 finished [worker-0]: I0406 23:13:21.305728 281472951546912 failure_handler_test.py:195] epoch 5 finished [worker-2]: I0406 23:13:21.305983 281472951546912 failure_handler_test.py:195] epoch 5 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num_packs = 1 [worker-1]: I0406 23:13:21.315774 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:21.316502 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:21.316082 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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[worker-2]: I0406 23:13:21.628833 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective 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]: I0406 23:13:21.719002 281472951546912 cross_device_ops.py:1154] Collective 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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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:22.064098 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.119341 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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= 1 [worker-0]: I0406 23:13:22.120691 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.174677 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:22.120564 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:22.175424 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 6 finished [worker-1]: I0406 23:13:22.174681 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:22.223738 281472951546912 failure_handler_test.py:195] epoch 6 finished [worker-1]: INFO:tensorflow:epoch 6 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]: I0406 23:13:22.233492 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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failure_handler_test.py:195] epoch 6 finished [worker-0]: I0406 23:13:22.399260 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 6 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-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:22.223590 281472951546912 failure_handler_test.py:195] epoch 6 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]: I0406 23:13:22.231990 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:22.288885 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:22.455070 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 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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]: I0406 23:13:22.565965 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:22.619508 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:22.672502 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:22.774343 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.455090 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:22.618929 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.510929 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:22.672250 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.565981 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:22.749265 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.619057 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.672754 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.769660 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:22.913210 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:22.935476 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:22.963601 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:22.989907 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:23.108939 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:23.109128 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:23.117898 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:23.109734 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:23.176598 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:23.176732 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:23.176417 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:23.178126 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:23.247775 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:23.249154 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:23.249479 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:23.247699 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:23.310814 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:23.310828 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:23.334228 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:23.340411 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 7 finished [worker-3]: INFO:tensorflow:epoch 7 finished [worker-2]: INFO:tensorflow:epoch 7 finished [worker-1]: INFO:tensorflow:epoch 7 finished [worker-3]: I0406 23:13:23.435539 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-0]: I0406 23:13:23.426182 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-2]: I0406 23:13:23.447253 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-1]: I0406 23:13:23.442045 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-0]: INFO:tensorflow:Training finished. [worker-3]: INFO:tensorflow:Training finished. [worker-2]: INFO:tensorflow:Training finished. [worker-0]: I0406 23:13:23.435655 281472951546912 failure_handler_test.py:245] Training finished. [worker-1]: INFO:tensorflow:Training finished. [worker-3]: I0406 23:13:23.436414 281472951546912 failure_handler_test.py:245] Training finished. [worker-1]: I0406 23:13:23.445425 281472951546912 failure_handler_test.py:245] Training finished. [worker-2]: I0406 23:13:23.452151 281472951546912 failure_handler_test.py:245] Training finished. I0406 23:13:24.435701 281473147171872 multi_process_runner.py:646] worker-0 exit code: 0 I0406 23:13:24.450270 281473147171872 multi_process_runner.py:646] worker-1 exit code: 0 I0406 23:13:24.450766 281473147171872 multi_process_runner.py:646] worker-2 exit code: 0 I0406 23:13:24.450922 281473147171872 multi_process_runner.py:646] worker-3 exit code: 0 I0406 23:13:24.453258 281473147171872 multi_process_runner.py:662] Joining log reading threads. I0406 23:13:24.453497 281473147171872 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker): 16.5s I0406 23:13:24.733748 281473147171872 test_util.py:2634] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker): 16.5s [ OK ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 24683 I0406 23:13:24.740331 281473147171872 test_util.py:4013] Using local port 24683 INFO:tensorflow:Using local port 24682 I0406 23:13:24.741893 281473147171872 test_util.py:4013] Using local port 24682 INFO:tensorflow:Using local port 24681 I0406 23:13:24.743184 281473147171872 test_util.py:4013] Using local port 24681 INFO:tensorflow:Using local port 24680 I0406 23:13:24.744446 281473147171872 test_util.py:4013] Using local port 24680 INFO:tensorflow:Cluster starting. I0406 23:13:24.769164 281473147171872 failure_handler_test.py:297] Cluster starting. [worker-0]: I0406 23:13:24.874898 281472951546912 multi_process_runner.py:840] Subprocess with PID 1555709 (worker, 0) is now being started. [worker-2]: I0406 23:13:24.907320 281472951546912 multi_process_runner.py:840] Subprocess with PID 1555868 (worker, 2) is now being started. [worker-1]: I0406 23:13:24.936536 281472951546912 multi_process_runner.py:840] Subprocess with PID 1555856 (worker, 1) is now being started. [worker-0]: I0406 23:13:24.875385 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24683", "localhost:24682", "localhost:24681", "localhost:24680"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0406 23:13:24.907805 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24683", "localhost:24682", "localhost:24681", "localhost:24680"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-1]: I0406 23:13:24.937047 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24683", "localhost:24682", "localhost:24681", "localhost:24680"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-0]: I0000 00:00:1712445204.957645 1555709 coordination_service.cc:366] Initializing CoordinationService [worker-0]: 2024-04-06 23:13:24.958866: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24683 [worker-0]: I0000 00:00:1712445204.965846 1556425 coordination_service.cc:580] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 6262740801003979000 [worker-3]: I0406 23:13:24.965654 281472951546912 multi_process_runner.py:840] Subprocess with PID 1555903 (worker, 3) is now being started. [worker-0]: I0000 00:00:1712445204.965941 1556425 coordination_service.cc:542] Waiting for 3/4 tasks to connect. [worker-0]: I0000 00:00:1712445204.965955 1556425 coordination_service.cc:545] Example stragglers: [worker-3]: I0406 23:13:24.966140 281472951546912 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24683", "localhost:24682", "localhost:24681", "localhost:24680"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: /job:worker/replica:0/task:3 [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: I0000 00:00:1712445204.966248 1555709 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-1]: 2024-04-06 23:13:24.976878: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24682 [worker-0]: I0000 00:00:1712445204.982053 1556425 coordination_service.cc:580] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 10991396316013580701 [worker-3]: 2024-04-06 23:13:25.001717: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24680 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445204.982136 1556425 coordination_service.cc:542] Waiting for 2/4 tasks to connect. [worker-2]: 2024-04-06 23:13:25.019142: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:464] Started server with target: grpc://localhost:24681 [worker-1]: I0000 00:00:1712445204.982333 1555856 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1712445204.982149 1556425 coordination_service.cc:545] Example stragglers: [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-3]: I0000 00:00:1712445205.010877 1555903 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-0]: /job:worker/replica:0/task:3 [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-2]: I0000 00:00:1712445205.027208 1555868 coordination_service_agent.cc:307] Coordination agent has successfully connected. [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-0]: /job:worker/replica:0/task:2 [worker-1]: I0406 23:13:25.029719 281472951546912 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-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [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]: I0000 00:00:1712445205.010493 1556425 coordination_service.cc:580] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 1610977636487044355 [worker-1]: I0406 23:13:25.080538 281472951546912 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: I0406 23:13:25.029643 281472951546912 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]: I0406 23:13:25.030019 281472951546912 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]: I0000 00:00:1712445205.010550 1556425 coordination_service.cc:542] Waiting for 1/4 tasks to connect. [worker-1]: INFO:tensorflow:Check health not enabled. [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-0]: I0000 00:00:1712445205.010562 1556425 coordination_service.cc:545] Example stragglers: [worker-1]: I0406 23:13:25.081162 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: I0406 23:13:25.080530 281472951546912 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-3]: I0406 23:13:25.080545 281472951546912 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-0]: /job:worker/replica:0/task:2 [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, 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:Check health not enabled. [worker-0]: I0000 00:00:1712445205.026710 1556425 coordination_service.cc:580] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 12419057030323257130 [worker-1]: I0406 23:13:25.081409 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0406 23:13:25.081193 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: I0000 00:00:1712445205.026772 1556425 coordination_service.cc:542] Waiting for 0/4 tasks to connect. [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:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0406 23:13:25.029530 281472951546912 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:Check health not enabled. [worker-3]: I0406 23:13:25.081440 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, 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-2]: I0406 23:13:25.081144 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: I0406 23:13:25.080525 281472951546912 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, 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:Check health not enabled. [worker-2]: I0406 23:13:25.081390 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0406 23:13:25.081142 281472951546912 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0406 23:13:25.081388 281472951546912 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24683', 'localhost:24682', 'localhost:24681', 'localhost:24680']}, 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:Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0406 23:13:36.070697 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I0406 23:13:36.070970 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0406 23:13:36.071424 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-3]: I0406 23:13:36.071007 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0406 23:13:36.072635 281472951546912 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I0406 23:13:36.071800 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-3]: I0406 23:13:36.072288 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0406 23:13:36.071670 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0406 23:13:36.073338 281472951546912 failure_handling.py:674] Start watcher for local signal. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: I0406 23:13:36.072597 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: I0406 23:13:36.072070 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: Instructions for updating: [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: I0406 23:13:36.073596 281472951546912 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-1]: W0406 23:13:36.072003 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: Instructions for updating: [worker-2]: Instructions for updating: [worker-0]: W0406 23:13:36.072411 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: W0406 23:13:36.072930 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: Instructions for updating: [worker-2]: W0406 23:13:36.073949 281472951546912 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Instructions for updating: [worker-3]: INFO:tensorflow:Start training at 0 [worker-2]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 0 [worker-3]: I0406 23:13:36.073124 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Start training at 0 [worker-1]: I0406 23:13:36.072192 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Start training at 0 [worker-2]: I0406 23:13:36.074144 281472951546912 failure_handler_test.py:197] Start training at 0 [worker-0]: I0406 23:13:36.072606 281472951546912 failure_handler_test.py:197] 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-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-2]: I0406 23:13:36.376491 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:36.377516 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:36.390400 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:36.442908 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:36.521406 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:36.516102 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:36.546934 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:36.542418 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:36.605924 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:36.606365 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:36.606888 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:36.606849 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:36.682452 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:36.683786 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:36.683997 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:36.687616 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:36.747472 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:36.747512 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:36.747720 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:36.748967 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffff82c29760> 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 0xffff82c29580> 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]: W0406 23:13:36.812601 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c29580> 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]: W0406 23:13:36.806905 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c29760> 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 0xffff82c28ea0> 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 0xffff82c2bf60> 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]: W0406 23:13:36.812745 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c2bf60> 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]: W0406 23:13:36.818445 281472951546912 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffff82c28ea0> 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]: I0406 23:13:36.850334 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff82c2bd80> 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]: I0406 23:13:36.818181 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:36.849587 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: W0406 23:13:36.967814 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c2bd80> 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]: I0406 23:13:36.828068 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffff82c2b240> 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]: W0406 23:13:36.965784 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c2b240> 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 0xffff82c2bce0> 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]: W0406 23:13:36.968141 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c2bce0> 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 0xffff82c2b1a0> 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]: W0406 23:13:36.968670 281472951546912 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffff82c2b1a0> 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:36.977823 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:36.975016 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:36.979123 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:36.978968 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.036768 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.036719 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.042554 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.041692 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.106975 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.107454 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.107177 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.107868 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.170957 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.171083 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.171864 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.171257 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.234489 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.245738 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.235348 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.250106 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.371482 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.370589 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.384404 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.385009 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:sending sigterm [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 I0406 23:13:39.856403 281473147171872 failure_handler_test.py:302] sending sigterm [worker-2]: I0406 23:13:37.444703 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.445411 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.505200 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.504498 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.445250 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.445304 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.562702 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [ FAILED ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker [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-2]: INFO:tensorflow:epoch 0 finished [worker-1]: I0406 23:13:37.562658 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.504594 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker): 26.61s [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I0406 23:13:51.351174 281473147171872 test_util.py:2634] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker): 26.61s ====================================================================== [worker-2]: I0406 23:13:37.613286 281472951546912 failure_handler_test.py:195] epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished ERROR: test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker (__main__.PreemptionCheckpointTest) PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker(api_wrapping_train=True, input_arg='manager', strategy_option='MWMS_multi_worker') ---------------------------------------------------------------------- [worker-3]: I0406 23:13:37.563362 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/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/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/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/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/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 304, in test_preemption_checkpointing os.kill(mpr.get_process_id('worker', killed_worker), signal.SIGTERM) ProcessLookupError: [Errno 3] No such process [worker-0]: I0406 23:13:37.504722 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 ---------------------------------------------------------------------- Ran 4 tests in 52.300s [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 FAILED (errors=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]: I0406 23:13:37.613193 281472951546912 failure_handler_test.py:195] epoch 0 finished [worker-3]: INFO:tensorflow:epoch 0 finished [worker-2]: I0406 23:13:37.622442 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.563444 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.612889 281472951546912 failure_handler_test.py:195] epoch 0 finished [worker-1]: I0406 23:13:37.622160 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow: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-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.678254 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.613141 281472951546912 failure_handler_test.py:195] epoch 0 finished [worker-3]: I0406 23:13:37.622364 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.678213 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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-2]: I0406 23:13:37.809504 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.678661 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.622922 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.809174 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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-2]: I0406 23:13:37.907101 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.679612 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.804623 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.906754 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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]: I0406 23:13:37.809469 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.909595 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:37.967892 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:37.967893 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.906596 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:37.966815 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.026000 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.025826 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.025144 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:37.967834 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.083538 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.083469 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.082628 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.025785 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.140278 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.140117 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.139403 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.083430 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.248625 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.247896 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.140068 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.247433 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.307157 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.306925 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.248214 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.306167 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.364433 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.306592 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.364431 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 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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]: I0406 23:13:38.594432 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.593278 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.538122 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 1 finished [worker-3]: INFO:tensorflow:epoch 1 finished [worker-2]: I0406 23:13:38.594926 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.644067 281472951546912 failure_handler_test.py:195] epoch 1 finished [worker-3]: I0406 23:13:38.643739 281472951546912 failure_handler_test.py:195] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-0]: I0406 23:13:38.593506 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.644145 281472951546912 failure_handler_test.py:195] epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-1]: I0406 23:13:38.653070 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.652729 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.643937 281472951546912 failure_handler_test.py:195] 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-2]: I0406 23:13:38.653188 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.710638 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.709953 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.653082 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:38.710641 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.768136 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.767164 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.710261 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 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I0406 23:13:38.882979 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.824559 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.940828 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:38.883269 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:38.999037 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:39.115463 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:38.825418 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:39.057508 281472951546912 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[worker-3]: I0406 23:13:40.345854 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:40.053006 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:40.171558 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:40.287473 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 3 finished [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, 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23:13:40.345990 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:40.289600 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:40.404307 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 3 finished [worker-1]: I0406 23:13:40.172307 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:40.397148 281472951546912 failure_handler_test.py:195] epoch 3 finished [worker-2]: I0406 23:13:40.348159 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, 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= 1 [worker-0]: I0406 23:13:40.697556 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:40.699478 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:40.816072 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-2]: I0406 23:13:40.818546 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:40.816362 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:40.930498 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23:13:40.875505 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:40.982118 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:40.930998 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: 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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-1]: I0406 23:13:40.818543 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.033189 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 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finished [worker-0]: I0406 23:13:41.185590 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:40.982260 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:41.238503 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:41.230645 281472951546912 failure_handler_test.py:195] epoch 4 finished [worker-0]: INFO:tensorflow:epoch 4 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-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]: I0406 23:13:41.230481 281472951546912 failure_handler_test.py:195] epoch 4 finished [worker-1]: I0406 23:13:41.033314 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:41.291348 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:41.238522 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, 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= 1 [worker-2]: I0406 23:13:41.345033 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:41.397177 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.345865 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 4 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-0]: I0406 23:13:41.397354 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:41.230588 281472951546912 failure_handler_test.py:195] epoch 4 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:41.450008 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:41.500613 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.449779 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:41.238499 281472951546912 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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]: I0406 23:13:41.602627 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.552011 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 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CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.754944 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:41.551940 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:41.806195 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:41.856722 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.806009 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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23:13:41.907438 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.856782 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:41.653341 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:41.907838 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:41.957930 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:41.907571 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:41.704228 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 5 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]: I0406 23:13:41.958348 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.001819 281472951546912 failure_handler_test.py:195] epoch 5 finished [worker-0]: I0406 23:13:41.958143 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 5 finished [worker-1]: I0406 23:13:41.755288 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.002177 281472951546912 failure_handler_test.py:195] epoch 5 finished [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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23:13:42.009583 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.061675 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:41.856998 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.009271 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.062331 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective 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INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.112740 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.163290 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce 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[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]: I0406 23:13:42.213967 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:42.002115 281472951546912 failure_handler_test.py:195] epoch 5 finished [worker-0]: I0406 23:13:42.163413 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.214309 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.264477 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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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]: I0406 23:13:42.315581 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:42.061944 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.264588 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 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23:13:42.366588 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:42.112741 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.315742 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.367166 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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= 1 [worker-0]: I0406 23:13:42.366842 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.417462 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.467867 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.518842 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 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cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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-1]: I0406 23:13:42.366806 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, 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num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.672278 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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-1]: I0406 23:13:42.468026 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.672458 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.723476 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.723305 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 6 finished [worker-3]: INFO:tensorflow:epoch 6 finished [worker-1]: I0406 23:13:42.518852 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.723534 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.767551 281472951546912 failure_handler_test.py:195] epoch 6 finished [worker-3]: I0406 23:13:42.767185 281472951546912 failure_handler_test.py:195] epoch 6 finished [worker-1]: INFO:tensorflow:Collective 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.774514 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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-1]: I0406 23:13:42.620255 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.774678 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.825742 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.825460 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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-1]: I0406 23:13:42.672553 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:42.825586 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.876684 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.876023 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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 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num_packs = 1 [worker-1]: INFO:tensorflow:epoch 6 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]: 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]: I0406 23:13:42.767478 281472951546912 failure_handler_test.py:195] epoch 6 finished [worker-0]: I0406 23:13:42.927311 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:42.978633 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:42.978185 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:42.774774 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 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CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:42.876273 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:42.927092 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.029088 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:42.978243 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.029045 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.028742 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.028897 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.080575 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.079518 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.080197 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.079339 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.132018 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.131933 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.131726 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.131606 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.183453 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.183051 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.182626 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.182786 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.233907 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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-1]: I0406 23:13:43.233874 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.233663 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.286867 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.233597 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.286419 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.337891 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.286699 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.286534 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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]: I0406 23:13:43.337806 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.389463 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.337819 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.337659 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.388940 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.439939 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.388886 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.439905 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.388765 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0406 23:13:43.491321 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0406 23:13:43.439733 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.490859 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 7 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-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:epoch 7 finished [worker-2]: I0406 23:13:43.534902 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-0]: I0406 23:13:43.490812 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0406 23:13:43.439578 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.534831 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-2]: INFO:tensorflow:Training finished. [worker-0]: INFO:tensorflow:epoch 7 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-1]: INFO:tensorflow:Training finished. [worker-2]: I0406 23:13:43.535967 281472951546912 failure_handler_test.py:245] Training finished. [worker-0]: I0406 23:13:43.534695 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-3]: I0406 23:13:43.490634 281472951546912 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0406 23:13:43.535859 281472951546912 failure_handler_test.py:245] Training finished. [worker-0]: INFO:tensorflow:Training finished. [worker-3]: INFO:tensorflow:epoch 7 finished [worker-0]: I0406 23:13:43.535593 281472951546912 failure_handler_test.py:245] Training finished. [worker-3]: I0406 23:13:43.534525 281472951546912 failure_handler_test.py:195] epoch 7 finished [worker-3]: INFO:tensorflow:Training finished. [worker-3]: I0406 23:13:43.535299 281472951546912 failure_handler_test.py:245] Training finished. ================================================================================ //tensorflow/c:c_api_experimental_test PASSED in 32.8s //tensorflow/c:c_api_function_test PASSED in 33.1s //tensorflow/c:c_api_test_cpu PASSED in 36.5s //tensorflow/c:c_test PASSED in 29.5s //tensorflow/c:env_test_cpu PASSED in 28.3s //tensorflow/c:kernels_test_cpu PASSED in 39.9s //tensorflow/c:ops_test PASSED in 28.6s //tensorflow/c:tf_status_helper_test PASSED in 0.1s //tensorflow/c:while_loop_test PASSED in 31.4s //tensorflow/c/eager:c_api_cluster_test_cpu PASSED in 33.6s //tensorflow/c/eager:c_api_remote_function_test_cpu PASSED in 29.8s //tensorflow/c/eager:c_api_remote_test_cpu PASSED in 32.8s //tensorflow/c/eager:c_api_test_cpu PASSED in 34.6s //tensorflow/c/eager:custom_device_test PASSED in 31.9s //tensorflow/c/eager:dlpack_test_cpu PASSED in 33.1s //tensorflow/c/eager/parallel_device:parallel_device_lib_test PASSED in 29.9s //tensorflow/c/eager/parallel_device:parallel_device_remote_test PASSED in 29.9s //tensorflow/c/eager/parallel_device:parallel_device_test PASSED in 34.4s //tensorflow/c/experimental/filesystem/plugins/gcs:expiring_lru_cache_test PASSED in 0.1s //tensorflow/c/experimental/filesystem/plugins/gcs:ram_file_block_cache_test PASSED in 2.2s //tensorflow/c/experimental/grappler:grappler_test PASSED in 29.1s //tensorflow/c/experimental/next_pluggable_device:tensor_pjrt_buffer_util_test PASSED in 7.0s //tensorflow/c/experimental/ops/gen/common:case_format_test PASSED in 0.4s //tensorflow/c/experimental/ops/gen/cpp:cpp_generator_test PASSED in 0.4s //tensorflow/c/experimental/ops/gen/cpp/renderers:renderer_test PASSED in 0.4s //tensorflow/c/experimental/saved_model/core:constant_loading_test PASSED in 14.6s //tensorflow/c/experimental/saved_model/core:object_graph_traversal_test PASSED in 12.4s //tensorflow/c/experimental/saved_model/core:saved_variable_loading_test PASSED in 15.5s //tensorflow/c/experimental/saved_model/core:signature_flattening_test PASSED in 13.3s //tensorflow/c/experimental/saved_model/core:tf_concrete_function_loading_test PASSED in 11.8s //tensorflow/c/experimental/saved_model/core/ops:restore_ops_test PASSED in 14.7s //tensorflow/c/experimental/saved_model/core/ops:variable_ops_test PASSED in 15.9s //tensorflow/c/experimental/saved_model/internal:saved_model_api_test PASSED in 30.4s //tensorflow/c/experimental/stream_executor:stream_executor_test PASSED in 0.1s //tensorflow/c/kernels:bitcast_op_test PASSED in 0.4s //tensorflow/c/kernels:summary_op_benchmark_test PASSED in 0.4s //tensorflow/c/kernels:summary_op_test PASSED in 0.4s //tensorflow/c/kernels:tensor_shape_utils_test PASSED in 0.1s //tensorflow/cc:cc_op_gen_test PASSED in 0.5s //tensorflow/cc:client_client_session_test PASSED in 2.0s //tensorflow/cc:coordinator_test PASSED in 3.8s //tensorflow/cc:framework_cc_ops_test PASSED in 1.9s //tensorflow/cc:framework_gradient_checker_test PASSED in 2.3s //tensorflow/cc:framework_gradients_test PASSED in 4.3s //tensorflow/cc:framework_scope_test PASSED in 0.4s //tensorflow/cc:framework_while_gradients_test PASSED in 2.4s //tensorflow/cc:gradients_array_grad_test PASSED in 4.7s //tensorflow/cc:gradients_data_flow_grad_test PASSED in 2.0s //tensorflow/cc:gradients_functional_grad_test PASSED in 2.2s //tensorflow/cc:gradients_image_grad_test PASSED in 5.2s //tensorflow/cc:gradients_linalg_grad_test PASSED in 2.1s //tensorflow/cc:gradients_manip_grad_test PASSED in 2.2s //tensorflow/cc:gradients_math_grad_test PASSED in 4.2s //tensorflow/cc:gradients_nn_grad_test PASSED in 2.8s //tensorflow/cc:gradients_resource_variable_grad_test PASSED in 2.1s //tensorflow/cc:ops_const_op_test PASSED in 0.4s //tensorflow/cc:ops_while_loop_test PASSED in 2.0s //tensorflow/cc:queue_runner_test PASSED in 12.1s //tensorflow/cc/experimental/base/tests:tensor_test PASSED in 0.1s //tensorflow/cc/experimental/base/tests:tensorhandle_test PASSED in 29.8s //tensorflow/cc/experimental/libexport:load_test PASSED in 0.1s //tensorflow/cc/experimental/libexport:save_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_module_test PASSED in 31.6s //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 32.3s //tensorflow/cc/experimental/libtf:libtf_transform_test PASSED in 31.1s //tensorflow/cc/experimental/libtf:libtf_value_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_visit_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:iostream_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:none_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:scalars_test PASSED in 0.1s 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//tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:fallback_inline.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:func_attributes.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:func_attributes_multiple_callers.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:func_use_fallback_tensor.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:insert_fallback_tensor_copy.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:merge_tf_if_ops.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:optimize_tf_control_flow_side_effect.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:remove_tf_if_const_args.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:reorder_assert.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:side_effects.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:tf_to_corert_pipeline.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:tf_to_corert_pipeline_refvar.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:whileop.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tfrt/translate/mlrt:mlir_to_bytecode_test PASSED in 0.1s //tensorflow/compiler/mlir/tools/kernel_gen/tests:buffer_deallocation.mlir.test PASSED in 0.5s //tensorflow/compiler/mlir/tools/kernel_gen/tests:buffer_reuse.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:bufferize.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:copy_cleanup.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:embed_tf_framework.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:func_to_jit_invocations.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:invalid.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:isinf.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:ops.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:parallel_loops_to_sequential.mlir.test PASSED in 0.5s //tensorflow/compiler/mlir/tools/kernel_gen/tests:rewrite_tf_framework_assert.mlir.test PASSED in 0.5s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_abi_knowledge.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_framework_legalize_to_llvm.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_kernel_gpu_launch_to_llvm.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:convert-tfl-uint8.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:convert_metadata.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:fuse-bias-tf.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:lower-complex-types.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:multi_add.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:retain_call_once_funcs.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:strip-quant-types.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:strip_metadata.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:tf-tfl-to-tosa-pipeline.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:tf-to-tosa-pipeline.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-dequantize_softmax.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-pipeline-filtered.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-pipeline.mlir.test PASSED in 5.4s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-stateful.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tosa/tests:verify_fully_converted.mlir.test PASSED in 0.6s //tensorflow/compiler/tests:adadelta_test_cpu PASSED in 17.4s //tensorflow/compiler/tests:adagrad_da_test_cpu PASSED in 17.0s //tensorflow/compiler/tests:adagrad_test_cpu PASSED in 14.8s //tensorflow/compiler/tests:adam_test_cpu PASSED in 20.7s //tensorflow/compiler/tests:add_n_test_cpu PASSED in 14.2s //tensorflow/compiler/tests:argminmax_test_cpu PASSED in 18.6s //tensorflow/compiler/tests:argminmax_test_cpu_mlir_bridge_test PASSED in 19.5s //tensorflow/compiler/tests:async_comp_test_cpu PASSED in 11.6s //tensorflow/compiler/tests:bincount_op_test_cpu PASSED in 19.9s //tensorflow/compiler/tests:bucketize_op_test_cpu PASSED in 21.4s //tensorflow/compiler/tests:bucketize_op_test_cpu_mlir_bridge_test PASSED in 35.5s //tensorflow/compiler/tests:case_test_cpu PASSED in 36.4s //tensorflow/compiler/tests:cast_ops_test_cpu PASSED in 12.6s //tensorflow/compiler/tests:cast_ops_test_cpu_mlir_bridge_test PASSED in 12.8s //tensorflow/compiler/tests:categorical_op_test_cpu PASSED in 17.1s //tensorflow/compiler/tests:categorical_op_test_cpu_mlir_bridge_test PASSED in 16.8s //tensorflow/compiler/tests:cholesky_op_test_cpu PASSED in 21.1s //tensorflow/compiler/tests:cholesky_op_test_cpu_mlir_bridge_test PASSED in 23.6s //tensorflow/compiler/tests:clustering_test_cpu PASSED in 12.7s //tensorflow/compiler/tests:clustering_test_cpu_mlir_bridge_test PASSED in 13.3s //tensorflow/compiler/tests:concat_ops_test_cpu PASSED in 37.5s //tensorflow/compiler/tests:concat_ops_test_cpu_mlir_bridge_test PASSED in 37.1s //tensorflow/compiler/tests:cond_test_cpu PASSED in 35.8s //tensorflow/compiler/tests:const_arg_test_cpu PASSED in 35.4s //tensorflow/compiler/tests:const_test_cpu PASSED in 13.8s //tensorflow/compiler/tests:data_format_ops_test_cpu PASSED in 40.1s //tensorflow/compiler/tests:data_format_ops_test_cpu_mlir_bridge_test PASSED in 21.3s //tensorflow/compiler/tests:dense_layer_test_cpu PASSED in 45.5s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu PASSED in 14.4s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu_mlir_bridge_test PASSED in 14.3s //tensorflow/compiler/tests:dynamic_stitch_test_cpu PASSED in 21.4s //tensorflow/compiler/tests:dynamic_stitch_test_cpu_mlir_bridge_test PASSED in 12.3s //tensorflow/compiler/tests:eager_test_cpu PASSED in 48.1s //tensorflow/compiler/tests:einsum_op_test_cpu PASSED in 14.4s //tensorflow/compiler/tests:einsum_op_test_cpu_mlir_bridge_test PASSED in 15.3s //tensorflow/compiler/tests:ensure_shape_op_test_cpu PASSED in 35.4s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu PASSED in 14.0s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu_mlir_bridge_test PASSED in 13.5s //tensorflow/compiler/tests:fake_quant_ops_test_cpu PASSED in 20.2s //tensorflow/compiler/tests:fake_quant_ops_test_cpu_mlir_bridge_test PASSED in 18.6s //tensorflow/compiler/tests:fifo_queue_test_cpu PASSED in 13.9s //tensorflow/compiler/tests:fifo_queue_test_cpu_mlir_bridge_test PASSED in 14.5s //tensorflow/compiler/tests:ftrl_ops_test_cpu PASSED in 15.8s //tensorflow/compiler/tests:ftrl_ops_test_cpu_mlir_bridge_test PASSED in 15.2s //tensorflow/compiler/tests:function_test_cpu PASSED in 12.5s //tensorflow/compiler/tests:function_test_cpu_mlir_bridge_test PASSED in 11.7s //tensorflow/compiler/tests:gather_nd_op_test_cpu PASSED in 27.7s //tensorflow/compiler/tests:gather_nd_op_test_cpu_mlir_bridge_test PASSED in 11.8s //tensorflow/compiler/tests:gather_test_cpu PASSED in 47.3s //tensorflow/compiler/tests:gather_test_cpu_mlir_bridge_test PASSED in 50.8s //tensorflow/compiler/tests:image_ops_jit_compile_test_cpu PASSED in 15.7s //tensorflow/compiler/tests:jit_test_cpu PASSED in 74.4s //tensorflow/compiler/tests:listdiff_op_test_cpu PASSED in 31.8s //tensorflow/compiler/tests:listdiff_op_test_cpu_mlir_bridge_test PASSED in 16.1s //tensorflow/compiler/tests:lrn_ops_test_cpu PASSED in 14.5s //tensorflow/compiler/tests:lrn_ops_test_cpu_mlir_bridge_test PASSED in 28.3s //tensorflow/compiler/tests:lstm_test_cpu PASSED in 29.4s //tensorflow/compiler/tests:manip_ops_test_cpu PASSED in 15.0s //tensorflow/compiler/tests:manip_ops_test_cpu_mlir_bridge_test PASSED in 17.0s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu PASSED in 23.4s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu_mlir_bridge_test PASSED in 25.2s //tensorflow/compiler/tests:matrix_solve_op_test_cpu PASSED in 14.8s //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test PASSED in 12.2s //tensorflow/compiler/tests:momentum_test_cpu PASSED in 17.3s //tensorflow/compiler/tests:nary_ops_test_cpu PASSED in 16.6s //tensorflow/compiler/tests:nary_ops_test_cpu_mlir_bridge_test PASSED in 14.0s //tensorflow/compiler/tests:nullary_ops_test_cpu PASSED in 13.0s //tensorflow/compiler/tests:nullary_ops_test_cpu_mlir_bridge_test PASSED in 28.6s //tensorflow/compiler/tests:placeholder_test_cpu PASSED in 11.7s //tensorflow/compiler/tests:placeholder_test_cpu_mlir_bridge_test PASSED in 34.3s //tensorflow/compiler/tests:proximal_adagrad_test_cpu PASSED in 15.1s //tensorflow/compiler/tests:proximal_gradient_descent_test_cpu PASSED in 15.4s //tensorflow/compiler/tests:quantized_ops_test_cpu PASSED in 20.0s //tensorflow/compiler/tests:reduce_window_test_cpu PASSED in 28.6s //tensorflow/compiler/tests:reduce_window_test_cpu_mlir_bridge_test PASSED in 20.6s //tensorflow/compiler/tests:repeat_op_test_cpu PASSED in 16.1s //tensorflow/compiler/tests:repeat_op_test_cpu_mlir_bridge_test PASSED in 21.8s //tensorflow/compiler/tests:reshape_op_test_cpu PASSED in 14.2s //tensorflow/compiler/tests:reshape_op_test_cpu_mlir_bridge_test PASSED in 15.2s //tensorflow/compiler/tests:reverse_ops_test_cpu PASSED in 14.2s //tensorflow/compiler/tests:reverse_ops_test_cpu_mlir_bridge_test PASSED in 17.4s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu PASSED in 11.9s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu_mlir_bridge_test PASSED in 15.7s //tensorflow/compiler/tests:rmsprop_test_cpu PASSED in 13.6s //tensorflow/compiler/tests:scatter_nd_op_test_cpu PASSED in 27.6s //tensorflow/compiler/tests:scatter_nd_op_test_cpu_mlir_bridge_test PASSED in 29.3s //tensorflow/compiler/tests:searchsorted_op_test_cpu PASSED in 13.2s //tensorflow/compiler/tests:searchsorted_op_test_cpu_mlir_bridge_test PASSED in 12.4s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu PASSED in 30.9s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu_mlir_bridge_test PASSED in 52.1s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu PASSED in 22.6s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu_mlir_bridge_test PASSED in 46.7s //tensorflow/compiler/tests:slice_ops_test_cpu PASSED in 22.8s //tensorflow/compiler/tests:slice_ops_test_cpu_mlir_bridge_test PASSED in 22.2s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu PASSED in 14.3s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu_mlir_bridge_test PASSED in 14.1s //tensorflow/compiler/tests:stack_ops_test_cpu PASSED in 28.1s //tensorflow/compiler/tests:tensor_float_32_test_cpu PASSED in 32.6s //tensorflow/compiler/tests:tensor_float_32_test_cpu_mlir_bridge_test PASSED in 16.4s //tensorflow/compiler/tests:tensor_list_ops_test_cpu PASSED in 15.0s //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 45.6s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu PASSED in 20.4s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu_mlir_bridge_test PASSED in 41.6s //tensorflow/compiler/tests:unique_ops_test_cpu PASSED in 28.9s //tensorflow/compiler/tests:variable_ops_test_cpu PASSED in 46.1s //tensorflow/compiler/tests:variable_ops_test_cpu_mlir_bridge_test PASSED in 21.6s //tensorflow/compiler/tests:where_op_test_cpu PASSED in 12.9s //tensorflow/compiler/tests:while_test_cpu PASSED in 16.1s //tensorflow/compiler/tests:xla_call_module_no_platform_check_test_cpu PASSED in 16.1s //tensorflow/compiler/tests:xla_call_module_no_shape_assertions_check_test_cpu PASSED in 15.1s //tensorflow/compiler/tests:xla_call_module_test_cpu PASSED in 16.6s //tensorflow/compiler/tests:xla_custom_call_ops_test_cpu PASSED in 13.1s //tensorflow/compiler/tests:xla_device_gpu_test_cpu PASSED in 11.4s //tensorflow/compiler/tests:xla_device_test_cpu PASSED in 19.1s //tensorflow/compiler/tests:xla_device_test_cpu_mlir_bridge_test PASSED in 17.0s //tensorflow/compiler/tests:xla_dump_to_test_cpu PASSED in 11.3s //tensorflow/compiler/tests:xla_dump_to_test_cpu_mlir_bridge_test PASSED in 13.9s //tensorflow/compiler/tests:xla_ops_test_cpu PASSED in 46.7s //tensorflow/compiler/tests:xla_ops_test_cpu_mlir_bridge_test PASSED in 45.3s //tensorflow/compiler/tests:xla_test_test PASSED in 11.2s //tensorflow/compiler/tf2xla:const_analysis_test PASSED in 6.2s //tensorflow/compiler/tf2xla:cpu_function_runtime_test PASSED in 0.1s //tensorflow/compiler/tf2xla:functionalize_cond_test PASSED in 0.8s //tensorflow/compiler/tf2xla:functionalize_control_flow_test PASSED in 0.8s //tensorflow/compiler/tf2xla:fused_batchnorm_reserve_space_test_cpu PASSED in 23.9s //tensorflow/compiler/tf2xla:graph_compiler_test PASSED in 5.0s //tensorflow/compiler/tf2xla:literal_util_test PASSED in 0.4s //tensorflow/compiler/tf2xla:resource_operation_table_test PASSED in 4.8s //tensorflow/compiler/tf2xla:resource_util_test_cpu PASSED in 1.6s //tensorflow/compiler/tf2xla:sharding_util_test PASSED in 0.6s //tensorflow/compiler/tf2xla:tf2xla_opset_test PASSED in 9.3s //tensorflow/compiler/tf2xla:tf2xla_test PASSED in 16.1s //tensorflow/compiler/tf2xla:tf2xla_util_test PASSED in 0.7s //tensorflow/compiler/tf2xla:type_util_test PASSED in 0.3s //tensorflow/compiler/tf2xla:xla_compiler_test PASSED in 17.8s //tensorflow/compiler/tf2xla:xla_jit_compiled_cpu_function_test PASSED in 15.6s //tensorflow/compiler/tf2xla:xla_op_registry_test PASSED in 4.8s //tensorflow/compiler/tf2xla/kernels:rng_converter_utils_test PASSED in 1.1s //tensorflow/core:@local_tsl__tsl_lib_core_legacy_lib_core_all_tests PASSED in 0.4s //tensorflow/core:__tensorflow_core_lib_core_legacy_lib_core_all_tests PASSED in 5.9s //tensorflow/core:__tensorflow_core_lib_gtl_legacy_lib_gtl_tests PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_cell_reader_test PASSED in 24.7s //tensorflow/core:__tensorflow_core_lib_monitoring_collection_registry_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_counter_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_gauge_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_metric_def_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_percentile_sampler_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_sampler_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_test_utils_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_strings_legacy_low_level_library_tests PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_wav_wav_io_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_util_mkl_util_test_srcs PASSED in 0.1s //tensorflow/core:lib_strings_ordered_code_test PASSED in 1.1s //tensorflow/core:lib_strings_proto_serialization_test PASSED in 0.1s //tensorflow/core/api_def:api_test PASSED in 2.4s //tensorflow/core/api_def:update_api_def_test PASSED in 0.1s //tensorflow/core/common_runtime:all_to_all_test_cpu PASSED in 0.5s //tensorflow/core/common_runtime:arg_ret_placement_test PASSED in 0.4s //tensorflow/core/common_runtime:buf_rendezvous_test PASSED in 0.7s //tensorflow/core/common_runtime:collective_executor_mgr_test PASSED in 0.7s //tensorflow/core/common_runtime:collective_param_resolver_local_test PASSED in 4.4s //tensorflow/core/common_runtime:collective_rma_local_test PASSED in 0.9s //tensorflow/core/common_runtime:colocate_predecessor_trees_pass_test PASSED in 0.9s //tensorflow/core/common_runtime:composite_device_test PASSED in 0.5s //tensorflow/core/common_runtime:cost_measurement_registry_test PASSED in 2.0s //tensorflow/core/common_runtime:cost_util_test PASSED in 0.1s //tensorflow/core/common_runtime:device_mgr_test PASSED in 0.8s //tensorflow/core/common_runtime:device_propagation_test PASSED in 0.4s //tensorflow/core/common_runtime:device_resolver_local_test PASSED in 0.7s //tensorflow/core/common_runtime:device_set_test PASSED in 0.9s //tensorflow/core/common_runtime:direct_session_test_cpu PASSED in 1.4s //tensorflow/core/common_runtime:direct_session_with_debug_test PASSED in 1.7s //tensorflow/core/common_runtime:direct_session_with_tracking_alloc_test PASSED in 1.0s //tensorflow/core/common_runtime:dynamic_device_mgr_test PASSED in 1.0s //tensorflow/core/common_runtime:eval_const_tensor_test PASSED in 0.4s //tensorflow/core/common_runtime:executor_test PASSED in 1.4s //tensorflow/core/common_runtime:function_optimization_registration_test PASSED in 0.8s //tensorflow/core/common_runtime:function_optimization_registry_no_pass_test PASSED in 1.0s //tensorflow/core/common_runtime:function_optimization_registry_pass_failure_test PASSED in 1.0s //tensorflow/core/common_runtime:function_optimization_registry_test PASSED in 0.7s //tensorflow/core/common_runtime:function_threadpool_test PASSED in 0.8s //tensorflow/core/common_runtime:graph_constructor_test PASSED in 2.1s //tensorflow/core/common_runtime:graph_runner_test PASSED in 0.8s //tensorflow/core/common_runtime:hierarchical_tree_broadcaster_test_cpu PASSED in 2.9s //tensorflow/core/common_runtime:inline_function_utils_test PASSED in 0.5s //tensorflow/core/common_runtime:input_colocation_exemption_registry_test PASSED in 0.5s //tensorflow/core/common_runtime:int32_fulltype_test PASSED in 0.5s //tensorflow/core/common_runtime:isolate_placer_inspection_required_ops_pass_test PASSED in 0.9s //tensorflow/core/common_runtime:lower_case_op_test PASSED in 1.9s //tensorflow/core/common_runtime:lower_function_call_test PASSED in 1.8s //tensorflow/core/common_runtime:lower_functional_ops_test PASSED in 1.8s //tensorflow/core/common_runtime:lower_if_op_test PASSED in 1.8s //tensorflow/core/common_runtime:lower_while_op_test PASSED in 1.8s //tensorflow/core/common_runtime:mkl_cpu_allocator_test PASSED in 0.1s //tensorflow/core/common_runtime:mkl_threadpool_device_test PASSED in 0.1s //tensorflow/core/common_runtime:no_op_cost_measurement_test PASSED in 0.1s //tensorflow/core/common_runtime:null_request_cost_accessor_test PASSED in 0.1s //tensorflow/core/common_runtime:optimization_registry_test PASSED in 1.0s //tensorflow/core/common_runtime:optimize_cross_host_control_deps_test PASSED in 5.2s //tensorflow/core/common_runtime:optimize_function_graph_utils_test PASSED in 0.5s //tensorflow/core/common_runtime:partitioning_utils_test PASSED in 0.5s //tensorflow/core/common_runtime:pending_counts_test PASSED in 0.9s //tensorflow/core/common_runtime:permuter_test_cpu PASSED in 2.8s //tensorflow/core/common_runtime:placer_inspection_required_ops_utils_test PASSED in 1.0s //tensorflow/core/common_runtime:placer_test PASSED in 0.9s //tensorflow/core/common_runtime:process_function_library_runtime_test_cpu PASSED in 0.5s //tensorflow/core/common_runtime:process_util_test PASSED in 0.1s //tensorflow/core/common_runtime:quantize_training_test PASSED in 1.8s //tensorflow/core/common_runtime:rendezvous_util_test PASSED in 0.1s //tensorflow/core/common_runtime:replicate_constants_pass_test PASSED in 0.9s //tensorflow/core/common_runtime:replicate_per_replica_nodes_test PASSED in 0.4s //tensorflow/core/common_runtime:request_cost_accessor_registry_test PASSED in 1.6s //tensorflow/core/common_runtime:request_cost_test PASSED in 0.1s //tensorflow/core/common_runtime:ring_gatherer_test_cpu PASSED in 1.7s //tensorflow/core/common_runtime:ring_reducer_test_cpu PASSED in 4.4s //tensorflow/core/common_runtime:scoped_allocator_mgr_test PASSED in 4.6s //tensorflow/core/common_runtime:session_test PASSED in 0.8s //tensorflow/core/common_runtime:shape_refiner_test PASSED in 0.6s //tensorflow/core/common_runtime:single_threaded_executor_test PASSED in 0.6s //tensorflow/core/common_runtime:threadpool_device_test PASSED in 0.9s //tensorflow/core/common_runtime:type_inference_test PASSED in 1.9s //tensorflow/core/common_runtime/eager:attr_builder_test PASSED in 26.5s //tensorflow/core/common_runtime/eager:context_test PASSED in 12.0s //tensorflow/core/common_runtime/eager:custom_device_test PASSED in 11.0s //tensorflow/core/common_runtime/eager:eager_executor_test PASSED in 11.9s //tensorflow/core/common_runtime/eager:eager_op_rewrite_registry_test PASSED in 0.8s //tensorflow/core/common_runtime/eager:eager_operation_test PASSED in 11.3s //tensorflow/core/common_runtime/eager:execute_node_test PASSED in 11.5s //tensorflow/core/common_runtime/eager:execute_test PASSED in 25.6s //tensorflow/core/common_runtime/eager:kernel_and_device_test PASSED in 0.9s //tensorflow/core/common_runtime/eager:mkl_eager_op_rewrite_test PASSED in 11.7s //tensorflow/core/common_runtime/eager:placement_test PASSED in 11.1s //tensorflow/core/common_runtime/eager:placement_utils_test PASSED in 11.2s //tensorflow/core/common_runtime/eager:summary_optimizer_test PASSED in 0.1s //tensorflow/core/common_runtime/eager:tensor_handle_data_test PASSED in 12.3s //tensorflow/core/common_runtime/eager:tensor_handle_test PASSED in 11.6s //tensorflow/core/common_runtime/gpu:gpu_device_on_non_gpu_machine_test PASSED in 0.2s //tensorflow/core/common_runtime/gpu:gpu_serving_device_selector_test PASSED in 0.1s //tensorflow/core/common_runtime/next_pluggable_device:c_plugin_coordination_service_agent_test PASSED in 4.4s //tensorflow/core/common_runtime/next_pluggable_device/c:plugin_c_api_test PASSED in 32.7s //tensorflow/core/common_runtime/next_pluggable_device/c:tf_rendezvous_c_api_test PASSED in 0.1s //tensorflow/core/config:flags_py_test PASSED in 8.0s //tensorflow/core/config:flags_test PASSED in 0.1s //tensorflow/core/data:compression_utils_test PASSED in 2.1s //tensorflow/core/data:dataset_utils_test PASSED in 0.5s //tensorflow/core/data:hash_utils_test PASSED in 0.9s //tensorflow/core/data:metric_utils_test PASSED in 5.6s //tensorflow/core/data:name_utils_test PASSED in 0.1s //tensorflow/core/data:rewrite_utils_test PASSED in 0.5s //tensorflow/core/data:serialization_utils_test PASSED in 0.5s //tensorflow/core/data:snapshot_utils_test PASSED in 0.6s //tensorflow/core/data:split_utils_test PASSED in 0.5s //tensorflow/core/data:standalone_save_restore_test PASSED in 1.3s //tensorflow/core/data:standalone_test PASSED in 4.2s //tensorflow/core/data:tfdataz_metrics_test PASSED in 1.7s //tensorflow/core/data:unbounded_thread_pool_test PASSED in 0.4s //tensorflow/core/data:utils_test PASSED in 0.1s //tensorflow/core/data/service:auto_scaler_test PASSED in 0.1s //tensorflow/core/data/service:byte_size_test PASSED in 0.1s //tensorflow/core/data/service:common_test PASSED in 0.1s //tensorflow/core/data/service:credentials_factory_test PASSED in 0.6s //tensorflow/core/data/service:cross_trainer_cache_test PASSED in 1.3s //tensorflow/core/data/service:data_service_test PASSED in 9.0s //tensorflow/core/data/service:data_transfer_test PASSED in 0.5s //tensorflow/core/data/service:dataset_store_test PASSED in 0.7s //tensorflow/core/data/service:dispatcher_client_test PASSED in 2.7s //tensorflow/core/data/service:dispatcher_state_test PASSED in 0.5s //tensorflow/core/data/service:graph_rewriters_test PASSED in 0.6s //tensorflow/core/data/service:grpc_dispatcher_impl_test PASSED in 2.1s //tensorflow/core/data/service:grpc_util_test PASSED in 0.6s //tensorflow/core/data/service:grpc_worker_impl_test PASSED in 1.9s //tensorflow/core/data/service:journal_test PASSED in 0.5s //tensorflow/core/data/service:split_provider_test PASSED in 1.6s //tensorflow/core/data/service:task_runner_test PASSED in 2.6s //tensorflow/core/data/service:test_util_test PASSED in 1.4s //tensorflow/core/data/service:url_test PASSED in 0.1s //tensorflow/core/data/service:utils_test PASSED in 0.4s //tensorflow/core/data/service:validate_utils_test PASSED in 0.1s //tensorflow/core/data/service:worker_client_test PASSED in 2.4s //tensorflow/core/data/service:worker_impl_test PASSED in 2.3s //tensorflow/core/data/service/client:data_service_client_test PASSED in 2.6s //tensorflow/core/data/service/client:utils_test PASSED in 2.2s //tensorflow/core/data/service/client:validate_utils_test PASSED in 1.7s //tensorflow/core/data/service/snapshot:distributed_snapshot_test PASSED in 16.7s //tensorflow/core/data/service/snapshot:file_utils_test PASSED in 0.5s //tensorflow/core/data/service/snapshot:parallel_tfrecord_writer_test PASSED in 3.5s //tensorflow/core/data/service/snapshot:path_utils_test PASSED in 0.1s //tensorflow/core/data/service/snapshot:prefetched_split_provider_test PASSED in 15.5s //tensorflow/core/data/service/snapshot:snapshot_chunk_provider_test PASSED in 0.5s //tensorflow/core/data/service/snapshot:snapshot_manager_test PASSED in 1.9s //tensorflow/core/data/service/snapshot:snapshot_split_provider_test PASSED in 0.6s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_checkpoint_test PASSED in 2.6s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_test PASSED in 1.9s //tensorflow/core/data/service/snapshot:utils_test PASSED in 0.1s //tensorflow/core/debug:debug_graph_utils_test PASSED in 0.4s //tensorflow/core/distributed_runtime:call_options_test PASSED in 0.1s //tensorflow/core/distributed_runtime:cluster_function_library_runtime_test PASSED in 3.9s //tensorflow/core/distributed_runtime:collective_param_resolver_distributed_test PASSED in 0.7s //tensorflow/core/distributed_runtime:collective_rma_distributed_test PASSED in 0.4s //tensorflow/core/distributed_runtime:device_resolver_distributed_test PASSED in 0.4s //tensorflow/core/distributed_runtime:message_wrappers_test PASSED in 0.1s //tensorflow/core/distributed_runtime:partial_run_mgr_test PASSED in 0.3s //tensorflow/core/distributed_runtime:recent_request_ids_test PASSED in 0.1s //tensorflow/core/distributed_runtime:request_id_test PASSED in 0.1s //tensorflow/core/distributed_runtime:rpc_collective_executor_mgr_test PASSED in 0.4s //tensorflow/core/distributed_runtime:server_lib_test PASSED in 0.1s //tensorflow/core/distributed_runtime:session_mgr_test PASSED in 0.6s //tensorflow/core/distributed_runtime:tensor_coding_test PASSED in 0.1s //tensorflow/core/distributed_runtime/coordination:coordination_service_barrier_proxy_test PASSED in 2.1s //tensorflow/core/distributed_runtime/eager:eager_service_impl_test PASSED in 21.4s //tensorflow/core/distributed_runtime/eager:remote_mgr_test PASSED in 12.4s //tensorflow/core/distributed_runtime/integration_test:c_api_multi_client_test_cpu PASSED in 34.7s //tensorflow/core/distributed_runtime/integration_test:c_api_recoverable_jobs_test_cpu PASSED in 41.9s //tensorflow/core/distributed_runtime/integration_test:c_api_session_coordination_test_cpu PASSED in 31.4s //tensorflow/core/distributed_runtime/rpc:grpc_tensor_coding_test PASSED in 2.7s //tensorflow/core/distributed_runtime/rpc:grpc_worker_cache_test PASSED in 0.5s //tensorflow/core/distributed_runtime/rpc/eager:grpc_eager_client_test PASSED in 0.4s //tensorflow/core/example:example_parser_configuration_test PASSED in 0.7s //tensorflow/core/example:feature_util_test PASSED in 0.1s //tensorflow/core/framework:allocator_test PASSED in 2.9s //tensorflow/core/framework:attr_value_util_test PASSED in 0.8s //tensorflow/core/framework:batch_util_test PASSED in 0.8s //tensorflow/core/framework:bfloat16_test PASSED in 0.9s //tensorflow/core/framework:common_shape_fns_test PASSED in 0.9s //tensorflow/core/framework:dataset_test PASSED in 0.8s //tensorflow/core/framework:device_base_test PASSED in 0.9s //tensorflow/core/framework:disable_jit_test PASSED in 0.7s //tensorflow/core/framework:framework_op_gen_lib_test PASSED in 0.1s //tensorflow/core/framework:framework_op_segment_test PASSED in 0.7s //tensorflow/core/framework:framework_resource_var_test PASSED in 0.1s //tensorflow/core/framework:framework_run_handler_test PASSED in 1.4s //tensorflow/core/framework:framework_run_handler_util_test PASSED in 1.9s //tensorflow/core/framework:full_type_inference_util_test PASSED in 1.0s //tensorflow/core/framework:full_type_util_test PASSED in 0.9s //tensorflow/core/framework:function_test PASSED in 0.9s //tensorflow/core/framework:graph_def_util_test PASSED in 0.8s //tensorflow/core/framework:graph_to_functiondef_test PASSED in 0.8s //tensorflow/core/framework:kernel_def_builder_test PASSED in 0.8s //tensorflow/core/framework:kernel_def_util_test PASSED in 0.8s //tensorflow/core/framework:memory_types_test PASSED in 0.8s //tensorflow/core/framework:model_test PASSED in 0.9s //tensorflow/core/framework:node_def_builder_test PASSED in 0.8s //tensorflow/core/framework:node_def_util_test PASSED in 0.7s //tensorflow/core/framework:node_properties_test PASSED in 0.9s //tensorflow/core/framework:op_compatibility_test PASSED in 0.9s //tensorflow/core/framework:op_def_builder_test PASSED in 0.7s //tensorflow/core/framework:op_def_util_test PASSED in 0.9s //tensorflow/core/framework:op_kernel_test PASSED in 0.9s //tensorflow/core/framework:op_registration_test PASSED in 1.0s //tensorflow/core/framework:partial_tensor_shape_test PASSED in 0.7s //tensorflow/core/framework:rendezvous_test PASSED in 2.9s //tensorflow/core/framework:resource_handle_test PASSED in 0.1s //tensorflow/core/framework:resource_mgr_test PASSED in 2.0s //tensorflow/core/framework:resource_op_kernel_test PASSED in 0.9s //tensorflow/core/framework:shape_inference_test PASSED in 0.8s //tensorflow/core/framework:shape_inference_testutil_test PASSED in 1.0s //tensorflow/core/framework:tensor_matcher_test PASSED in 0.9s //tensorflow/core/framework:tensor_shape_test PASSED in 7.2s //tensorflow/core/framework:tensor_slice_test PASSED in 0.8s //tensorflow/core/framework:tensor_test PASSED in 30.9s //tensorflow/core/framework:tensor_testutil_test PASSED in 0.8s //tensorflow/core/framework:tensor_util_test PASSED in 0.9s //tensorflow/core/framework:tracking_allocator_test PASSED in 0.9s //tensorflow/core/framework:types_test PASSED in 0.9s //tensorflow/core/framework:variant_op_registry_test PASSED in 19.3s //tensorflow/core/framework:variant_test PASSED in 0.9s //tensorflow/core/framework/registration:registration_test PASSED in 0.4s //tensorflow/core/function/capture:by_ref_capture_test PASSED in 8.4s //tensorflow/core/function/capture:capture_container_test PASSED in 7.9s //tensorflow/core/function/integration_test:side_inputs_manual_api_test PASSED in 29.4s //tensorflow/core/function/integration_test:side_inputs_test PASSED in 26.9s //tensorflow/core/function/polymorphism:function_cache_test PASSED in 8.1s //tensorflow/core/function/polymorphism:function_type_test PASSED in 8.0s //tensorflow/core/function/polymorphism:type_dispatch_test PASSED in 7.8s //tensorflow/core/function/runtime_client:runtime_client_cc_test PASSED in 45.3s //tensorflow/core/function/trace_type:custom_nest_trace_type_test PASSED in 7.9s //tensorflow/core/function/trace_type:default_types_test PASSED in 7.9s //tensorflow/core/function/trace_type:serialization_test PASSED in 8.2s //tensorflow/core/function/trace_type:trace_type_test PASSED in 14.6s //tensorflow/core/graph:algorithm_test PASSED in 0.9s //tensorflow/core/graph:collective_order_test PASSED in 0.4s //tensorflow/core/graph:control_flow_test PASSED in 0.8s //tensorflow/core/graph:costmodel_test PASSED in 0.9s //tensorflow/core/graph:edgeset_test PASSED in 0.8s //tensorflow/core/graph:graph_debug_info_builder_test PASSED in 0.8s //tensorflow/core/graph:graph_def_builder_test PASSED in 0.8s //tensorflow/core/graph:graph_partition_test PASSED in 1.0s //tensorflow/core/graph:graph_test PASSED in 0.8s //tensorflow/core/graph:node_builder_test PASSED in 0.8s //tensorflow/core/graph:optimizer_cse_test PASSED in 0.9s //tensorflow/core/graph:subgraph_test PASSED in 0.7s //tensorflow/core/graph:tensor_id_test PASSED in 0.8s //tensorflow/core/graph:validate_test PASSED in 0.9s //tensorflow/core/graph/regularization:simple_delete_test PASSED in 0.2s //tensorflow/core/graph/regularization:util_test PASSED in 0.1s //tensorflow/core/grappler:graph_topology_view_test PASSED in 0.1s //tensorflow/core/grappler:graph_view_test PASSED in 1.3s //tensorflow/core/grappler:grappler_item_builder_test PASSED in 1.2s //tensorflow/core/grappler:grappler_item_test PASSED in 1.3s //tensorflow/core/grappler:mutable_graph_view_test PASSED in 1.2s //tensorflow/core/grappler:utils_test PASSED in 2.3s //tensorflow/core/grappler/clusters:single_machine_test PASSED in 22.9s //tensorflow/core/grappler/clusters:virtual_cluster_test PASSED in 1.2s //tensorflow/core/grappler/costs:analytical_cost_estimator_test PASSED in 1.8s //tensorflow/core/grappler/costs:cost_estimator_test PASSED in 0.1s //tensorflow/core/grappler/costs:graph_memory_test PASSED in 1.4s //tensorflow/core/grappler/costs:graph_properties_test PASSED in 2.6s //tensorflow/core/grappler/costs:robust_stats_test PASSED in 0.1s //tensorflow/core/grappler/costs:utils_test PASSED in 1.3s //tensorflow/core/grappler/costs:virtual_placer_test PASSED in 0.4s //tensorflow/core/grappler/costs:virtual_scheduler_test PASSED in 1.8s //tensorflow/core/grappler/graph_analyzer:gen_node_test PASSED in 1.8s //tensorflow/core/grappler/graph_analyzer:graph_analyzer_test PASSED in 1.7s //tensorflow/core/grappler/graph_analyzer:hash_tools_test PASSED in 1.7s //tensorflow/core/grappler/graph_analyzer:sig_node_test PASSED in 2.7s //tensorflow/core/grappler/graph_analyzer:subgraph_test PASSED in 1.7s //tensorflow/core/grappler/inputs:utils_test PASSED in 0.1s //tensorflow/core/grappler/optimizers:arithmetic_optimizer_test_cpu PASSED in 3.2s //tensorflow/core/grappler/optimizers:auto_mixed_precision_test_cpu PASSED in 1.8s //tensorflow/core/grappler/optimizers:auto_parallel_test_cpu PASSED in 1.6s //tensorflow/core/grappler/optimizers:common_subgraph_elimination_test_cpu PASSED in 2.2s //tensorflow/core/grappler/optimizers:custom_graph_optimizer_registry_test_cpu PASSED in 5.0s //tensorflow/core/grappler/optimizers:debug_stripper_test_cpu PASSED in 2.0s //tensorflow/core/grappler/optimizers:dependency_optimizer_test_cpu PASSED in 1.8s //tensorflow/core/grappler/optimizers:evaluation_utils_test PASSED in 0.5s //tensorflow/core/grappler/optimizers:function_api_info_test PASSED in 0.1s //tensorflow/core/grappler/optimizers:function_optimizer_test_cpu PASSED in 2.5s //tensorflow/core/grappler/optimizers:generic_layout_optimizer_test_cpu PASSED in 1.7s //tensorflow/core/grappler/optimizers:generic_layout_optimizer_transposer_factory_test PASSED in 0.2s //tensorflow/core/grappler/optimizers:generic_layout_optimizer_transposer_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:graph_optimizer_stage_test_cpu PASSED in 1.7s //tensorflow/core/grappler/optimizers:implementation_selector_test PASSED in 1.8s //tensorflow/core/grappler/optimizers:loop_optimizer_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:memory_optimizer_test_cpu PASSED in 1.7s //tensorflow/core/grappler/optimizers:meta_optimizer_test_cpu PASSED in 7.2s //tensorflow/core/grappler/optimizers:mkl_remapper_test PASSED in 1.9s //tensorflow/core/grappler/optimizers:model_pruner_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:pin_to_host_optimizer_test_cpu PASSED in 2.3s //tensorflow/core/grappler/optimizers:remapper_test_cpu PASSED in 2.1s //tensorflow/core/grappler/optimizers:scoped_allocator_optimizer_test PASSED in 1.7s //tensorflow/core/grappler/optimizers:shape_optimizer_test_cpu PASSED in 1.6s //tensorflow/core/grappler/optimizers:static_schedule_test_cpu PASSED in 1.1s //tensorflow/core/grappler/optimizers:tfg_optimizer_hook_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:auto_shard_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:autotune_buffer_sizes_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:batch_parallelization_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:disable_intra_op_parallelism_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:disable_prefetch_legacy_autotune_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:enable_gradient_descent_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:filter_fusion_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:filter_parallelization_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:function_utils_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:fusion_utils_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:graph_utils_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:inject_io_prefetch_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:inject_prefetch_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:make_deterministic_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:make_sloppy_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:map_and_batch_fusion_test PASSED in 0.3s //tensorflow/core/grappler/optimizers/data:map_and_filter_fusion_test PASSED in 0.4s 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//tensorflow/python/distribute:cross_device_ops_test_cpu PASSED in 35.7s Stats over 4 runs: max = 35.7s, min = 19.0s, avg = 25.8s, dev = 6.6s //tensorflow/python/framework:convert_to_constants_test PASSED in 26.0s Stats over 4 runs: max = 26.0s, min = 11.8s, avg = 17.8s, dev = 5.2s //tensorflow/python/kernel_tests:collective_ops_test_cpu PASSED in 43.3s Stats over 4 runs: max = 43.3s, min = 39.3s, avg = 41.7s, dev = 1.5s //tensorflow/python/kernel_tests/array_ops:concat_op_test_cpu PASSED in 23.2s Stats over 4 runs: max = 23.2s, min = 9.8s, avg = 16.5s, dev = 5.3s //tensorflow/python/kernel_tests/array_ops:init_ops_test_cpu PASSED in 70.1s Stats over 4 runs: max = 70.1s, min = 10.3s, avg = 39.6s, dev = 25.0s //tensorflow/python/kernel_tests/array_ops:split_op_test_cpu PASSED in 36.1s Stats over 4 runs: max = 36.1s, min = 6.0s, avg = 19.3s, dev = 13.5s //tensorflow/python/kernel_tests/linalg:einsum_op_test_cpu PASSED in 94.1s Stats over 4 runs: max = 94.1s, min = 11.6s, avg = 45.8s, dev 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avg = 43.9s, dev = 19.2s //tensorflow/python/ops/ragged:ragged_getitem_test PASSED in 44.2s Stats over 4 runs: max = 44.2s, min = 41.1s, avg = 42.2s, dev = 1.2s //tensorflow/compiler/tests:conv3d_test_cpu PASSED in 34.8s Stats over 5 runs: max = 34.8s, min = 6.7s, avg = 20.5s, dev = 11.7s //tensorflow/compiler/tests:conv3d_test_cpu_mlir_bridge_test PASSED in 17.5s Stats over 5 runs: max = 17.5s, min = 5.6s, avg = 11.3s, dev = 5.0s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu PASSED in 20.5s Stats over 5 runs: max = 20.5s, min = 7.0s, avg = 11.5s, dev = 4.7s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu_mlir_bridge_test PASSED in 19.2s Stats over 5 runs: max = 19.2s, min = 6.6s, avg = 12.3s, dev = 4.7s //tensorflow/compiler/tests:fused_batchnorm_test_cpu PASSED in 14.8s Stats over 5 runs: max = 14.8s, min = 6.2s, avg = 9.7s, dev = 3.4s //tensorflow/compiler/tests:fused_batchnorm_test_cpu_mlir_bridge_test PASSED in 29.2s Stats over 5 runs: max = 29.2s, min = 27.2s, avg = 28.1s, dev = 0.7s //tensorflow/compiler/tests:reduce_ops_test_cpu PASSED in 23.0s Stats over 5 runs: max = 23.0s, min = 13.9s, avg = 17.8s, dev = 3.4s //tensorflow/compiler/tests:reduce_ops_test_cpu_mlir_bridge_test PASSED in 18.8s Stats over 5 runs: max = 18.8s, min = 6.9s, avg = 10.1s, dev = 4.4s //tensorflow/compiler/tests:special_math_test_cpu PASSED in 131.5s Stats over 5 runs: max = 131.5s, min = 21.4s, avg = 63.6s, dev = 38.6s //tensorflow/compiler/tests:special_math_test_cpu_mlir_bridge_test PASSED in 128.5s Stats over 5 runs: max = 128.5s, min = 23.4s, avg = 65.8s, dev = 36.9s //tensorflow/core/grappler/optimizers:constant_folding_test PASSED in 2.7s Stats over 5 runs: max = 2.7s, min = 1.9s, avg = 2.2s, dev = 0.3s //tensorflow/dtensor/python/tests:layout_propagation_test_cpu PASSED in 11.1s Stats over 5 runs: max = 11.1s, min = 5.6s, avg = 7.3s, dev = 2.0s //tensorflow/dtensor/python/tests:multi_mesh_test_cpu PASSED in 11.2s Stats over 5 runs: max = 11.2s, min = 4.5s, avg = 6.3s, dev = 2.5s //tensorflow/python/distribute:mirrored_strategy_test_2gpu PASSED in 15.8s Stats over 5 runs: max = 15.8s, min = 7.9s, avg = 10.5s, dev = 3.1s //tensorflow/python/distribute:mirrored_strategy_test_cpu PASSED in 18.9s Stats over 5 runs: max = 18.9s, min = 9.2s, avg = 13.1s, dev = 4.0s //tensorflow/python/eager:device_placement_test_cpu PASSED in 13.1s Stats over 5 runs: max = 13.1s, min = 5.8s, avg = 7.4s, dev = 2.8s //tensorflow/python/eager:forwardprop_test_cpu PASSED in 117.9s Stats over 5 runs: max = 117.9s, min = 11.9s, avg = 59.3s, dev = 39.4s //tensorflow/python/eager/polymorphic_function:gradients_test_cpu PASSED in 17.8s Stats over 5 runs: max = 17.8s, min = 8.9s, avg = 13.5s, dev = 3.4s //tensorflow/python/grappler:cluster_test_cpu PASSED in 13.6s Stats over 5 runs: max = 13.6s, min = 5.3s, avg = 7.8s, dev = 3.1s //tensorflow/python/kernel_tests/linalg:cholesky_op_test_cpu PASSED in 65.1s Stats over 5 runs: max = 65.1s, min = 31.9s, avg = 47.1s, dev = 10.7s //tensorflow/python/kernel_tests/linalg:linear_operator_adjoint_test_cpu PASSED in 54.2s Stats over 5 runs: max = 54.2s, min = 41.5s, avg = 46.5s, dev = 4.6s //tensorflow/python/kernel_tests/linalg:linear_operator_composition_test_cpu PASSED in 128.2s Stats over 5 runs: max = 128.2s, min = 98.5s, avg = 109.5s, dev = 10.4s //tensorflow/python/kernel_tests/linalg:linear_operator_diag_test_cpu PASSED in 46.8s Stats over 5 runs: max = 46.8s, min = 34.6s, avg = 39.5s, dev = 4.3s //tensorflow/python/kernel_tests/linalg:linear_operator_full_matrix_test_cpu PASSED in 68.9s Stats over 5 runs: max = 68.9s, min = 56.3s, avg = 65.4s, dev = 4.6s //tensorflow/python/kernel_tests/linalg:linear_operator_householder_test_cpu PASSED in 51.2s Stats over 5 runs: max = 51.2s, min = 42.3s, avg = 47.6s, dev = 3.3s //tensorflow/python/kernel_tests/linalg:linear_operator_identity_test_cpu PASSED in 94.9s Stats over 5 runs: max = 94.9s, min = 60.7s, avg = 77.8s, dev = 11.4s //tensorflow/python/kernel_tests/linalg:linear_operator_inversion_test_cpu PASSED in 57.0s Stats over 5 runs: max = 57.0s, min = 40.8s, avg = 46.8s, dev = 5.7s //tensorflow/python/kernel_tests/linalg:linear_operator_permutation_test_cpu PASSED in 46.1s Stats over 5 runs: max = 46.1s, min = 32.0s, avg = 38.6s, dev = 5.3s //tensorflow/python/kernel_tests/linalg:linear_operator_toeplitz_test_cpu PASSED in 60.9s Stats over 5 runs: max = 60.9s, min = 43.3s, avg = 51.1s, dev = 6.4s //tensorflow/python/kernel_tests/linalg:linear_operator_util_test_cpu PASSED in 11.4s Stats over 5 runs: max = 11.4s, min = 4.3s, avg = 5.9s, dev = 2.7s //tensorflow/python/kernel_tests/linalg:linear_operator_zeros_test_cpu PASSED in 48.1s Stats over 5 runs: max = 48.1s, min = 37.1s, avg = 42.6s, dev = 4.5s //tensorflow/python/kernel_tests/linalg:tridiagonal_matmul_op_test_cpu PASSED in 180.8s Stats over 5 runs: max = 180.8s, min = 4.5s, avg = 42.5s, dev = 69.2s //tensorflow/python/kernel_tests/nn_ops:fractional_avg_pool_op_test PASSED in 12.5s Stats over 5 runs: max = 12.5s, min = 4.1s, avg = 7.4s, dev = 3.3s //tensorflow/python/kernel_tests/nn_ops:fractional_max_pool_op_test PASSED in 12.0s Stats over 5 runs: max = 12.0s, min = 3.9s, avg = 7.9s, dev = 3.4s //tensorflow/python/kernel_tests/sparse_ops:sparse_ops_test_cpu PASSED in 26.7s Stats over 5 runs: max = 26.7s, min = 5.2s, avg = 11.9s, dev = 7.7s //tensorflow/python/ops/parallel_for:math_test_cpu PASSED in 98.2s Stats over 5 runs: max = 98.2s, min = 45.3s, avg = 69.6s, dev = 18.3s //tensorflow/compiler/tests:scan_ops_test_cpu PASSED in 20.3s Stats over 6 runs: max = 20.3s, min = 9.4s, avg = 13.6s, dev = 3.4s //tensorflow/compiler/tests:scan_ops_test_cpu_mlir_bridge_test PASSED in 18.6s Stats over 6 runs: max = 18.6s, min = 12.1s, avg = 16.7s, dev = 2.2s //tensorflow/python/data/experimental/kernel_tests:make_batched_features_dataset_test PASSED in 25.0s Stats over 6 runs: max = 25.0s, min = 4.3s, avg = 12.9s, dev = 8.6s //tensorflow/python/kernel_tests/array_ops:diag_op_test_cpu PASSED in 88.0s Stats over 6 runs: max = 88.0s, min = 6.5s, avg = 25.4s, dev = 28.2s //tensorflow/python/kernel_tests/math_ops:reduction_ops_test_cpu PASSED in 58.5s Stats over 6 runs: max = 58.5s, min = 21.6s, avg = 38.4s, dev = 11.3s //tensorflow/python/distribute/experimental/rpc:rpc_ops_test PASSED in 14.1s Stats over 7 runs: max = 14.1s, min = 5.4s, avg = 8.0s, dev = 3.1s //tensorflow/compiler/tests:ftrl_test_cpu PASSED in 12.0s Stats over 8 runs: max = 12.0s, min = 5.2s, avg = 7.9s, dev = 2.4s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu PASSED in 65.6s Stats over 8 runs: max = 65.6s, min = 4.1s, avg = 26.1s, dev = 22.7s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu_mlir_bridge_test PASSED in 58.2s Stats over 8 runs: max = 58.2s, min = 5.1s, avg = 23.9s, dev = 19.0s //tensorflow/compiler/tests:ternary_ops_test_cpu PASSED in 16.6s Stats over 8 runs: max = 16.6s, min = 4.9s, avg = 9.1s, dev = 3.7s //tensorflow/compiler/tests:ternary_ops_test_cpu_mlir_bridge_test PASSED in 14.4s Stats over 8 runs: max = 14.4s, min = 4.9s, avg = 7.9s, dev = 3.0s //tensorflow/dtensor/python/tests:input_util_test PASSED in 24.6s Stats over 8 runs: max = 24.6s, min = 17.4s, avg = 20.8s, dev = 2.3s //tensorflow/dtensor/python/tests:save_restore_v2_test_cpu PASSED in 9.9s Stats over 8 runs: max = 9.9s, min = 4.9s, avg = 6.9s, dev = 1.9s //tensorflow/python/data/experimental/kernel_tests:csv_dataset_test PASSED in 41.6s Stats over 8 runs: max = 41.6s, min = 5.7s, avg = 17.0s, dev = 11.8s //tensorflow/python/data/experimental/kernel_tests:global_shuffle_test PASSED in 25.8s Stats over 8 runs: max = 25.8s, min = 16.8s, avg = 18.9s, dev = 2.7s //tensorflow/python/data/experimental/kernel_tests:parallel_interleave_test PASSED in 56.9s Stats over 8 runs: max = 56.9s, min = 10.1s, avg = 26.2s, dev = 13.4s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_ft_test PASSED in 60.6s Stats over 8 runs: max = 60.6s, min = 4.4s, avg = 26.8s, dev = 19.6s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_test PASSED in 41.4s Stats over 8 runs: max = 41.4s, min = 5.7s, avg = 14.7s, dev = 12.3s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_test PASSED in 23.2s Stats over 8 runs: max = 23.2s, min = 5.1s, avg = 12.0s, dev = 6.4s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_load_ft_test PASSED in 59.4s Stats over 8 runs: max = 59.4s, min = 15.2s, avg = 28.5s, dev = 17.7s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_load_test PASSED in 98.0s Stats over 8 runs: max = 98.0s, min = 49.7s, avg = 66.6s, dev = 14.5s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_test PASSED in 76.2s Stats over 8 runs: max = 76.2s, min = 11.6s, avg = 35.6s, dev = 24.3s //tensorflow/python/data/experimental/kernel_tests/service:fault_tolerance_test PASSED in 37.6s Stats over 8 runs: max = 37.6s, min = 5.1s, avg = 12.7s, dev = 10.0s //tensorflow/python/data/kernel_tests:batch_test PASSED in 72.5s Stats over 8 runs: max = 72.5s, min = 19.2s, avg = 45.1s, dev = 20.7s //tensorflow/python/data/kernel_tests:filter_test PASSED in 27.8s Stats over 8 runs: max = 27.8s, min = 13.8s, avg = 18.2s, dev = 4.0s //tensorflow/python/data/kernel_tests:flat_map_test PASSED in 47.7s Stats over 8 runs: max = 47.7s, min = 14.0s, avg = 24.6s, dev = 10.9s //tensorflow/python/data/kernel_tests:shard_test PASSED in 45.8s Stats over 8 runs: max = 45.8s, min = 26.8s, avg = 32.9s, dev = 6.2s //tensorflow/python/data/kernel_tests:shuffle_test PASSED in 48.6s Stats over 8 runs: max = 48.6s, min = 27.3s, avg = 32.4s, dev = 6.6s //tensorflow/python/data/kernel_tests:skip_test PASSED in 37.6s Stats over 8 runs: max = 37.6s, min = 24.5s, avg = 28.5s, dev = 4.2s //tensorflow/python/data/kernel_tests:tf_record_dataset_test PASSED in 30.6s Stats over 8 runs: max = 30.6s, min = 10.1s, avg = 17.8s, dev = 5.7s //tensorflow/python/distribute/failure_handling:gce_failure_handler_test PASSED in 96.4s Stats over 8 runs: max = 96.4s, min = 9.9s, avg = 36.3s, dev = 30.1s //tensorflow/python/kernel_tests/linalg:linalg_ops_test_cpu PASSED in 55.2s Stats over 8 runs: max = 55.2s, min = 34.8s, avg = 48.6s, dev = 6.6s //tensorflow/python/kernel_tests/linalg:linear_operator_block_diag_test_cpu PASSED in 177.9s Stats over 8 runs: max = 177.9s, min = 123.2s, avg = 152.9s, dev = 18.1s //tensorflow/python/kernel_tests/linalg:linear_operator_block_lower_triangular_test_cpu PASSED in 100.8s Stats over 8 runs: max = 100.8s, min = 66.9s, avg = 83.6s, dev = 11.8s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_d9m_test_cpu PASSED in 57.3s Stats over 8 runs: max = 57.3s, min = 4.0s, avg = 18.8s, dev = 19.9s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_test_cpu PASSED in 12.3s Stats over 8 runs: max = 12.3s, min = 3.8s, avg = 5.2s, dev = 2.7s //tensorflow/python/ops/ragged:dynamic_ragged_shape_test PASSED in 56.8s Stats over 8 runs: max = 56.8s, min = 33.2s, avg = 42.2s, dev = 7.9s //tensorflow/python/ops/ragged:ragged_tensor_test PASSED in 21.5s Stats over 8 runs: max = 21.5s, min = 9.7s, avg = 14.2s, dev = 4.4s //tensorflow/python/distribute/failure_handling:failure_handler_test FLAKY, failed in 1 out of 9 in 60.6s Stats over 9 runs: max = 60.6s, min = 21.9s, avg = 47.2s, dev = 11.9s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/distribute/failure_handling/failure_handler_test/shard_1_of_8/test_attempts/attempt_1.log //tensorflow/compiler/tests:conv2d_test_cpu PASSED in 36.0s Stats over 10 runs: max = 36.0s, min = 5.7s, avg = 9.2s, dev = 9.0s //tensorflow/compiler/tests:conv2d_test_cpu_mlir_bridge_test PASSED in 28.4s Stats over 10 runs: max = 28.4s, min = 5.1s, avg = 8.5s, dev = 6.7s //tensorflow/compiler/tests:random_ops_test_cpu PASSED in 13.8s Stats over 10 runs: max = 13.8s, min = 4.4s, avg = 8.7s, dev = 3.0s //tensorflow/compiler/tests:random_ops_test_cpu_mlir_bridge_test PASSED in 13.5s Stats over 10 runs: max = 13.5s, min = 5.5s, avg = 8.3s, dev = 2.3s //tensorflow/compiler/tests:stateful_random_ops_test_cpu PASSED in 18.7s Stats over 10 runs: max = 18.7s, min = 9.7s, avg = 12.7s, dev = 3.7s //tensorflow/compiler/tests:stateful_random_ops_test_cpu_mlir_bridge_test PASSED in 16.9s Stats over 10 runs: max = 16.9s, min = 9.5s, avg = 11.5s, dev = 2.4s //tensorflow/compiler/tests:stateless_random_ops_test_cpu PASSED in 85.5s Stats over 10 runs: max = 85.5s, min = 43.8s, avg = 59.9s, dev = 16.0s //tensorflow/compiler/tests:stateless_random_ops_test_cpu_mlir_bridge_test PASSED in 98.8s Stats over 10 runs: max = 98.8s, min = 51.0s, avg = 77.6s, dev = 13.0s //tensorflow/python/data/kernel_tests:rejection_resample_test PASSED in 20.2s Stats over 10 runs: max = 20.2s, min = 4.3s, avg = 8.9s, dev = 5.3s //tensorflow/python/distribute:input_lib_type_spec_test_2gpu PASSED in 18.3s Stats over 10 runs: max = 18.3s, min = 5.4s, avg = 11.3s, dev = 4.4s //tensorflow/python/distribute:input_lib_type_spec_test_cpu PASSED in 15.7s Stats over 10 runs: max = 15.7s, min = 5.3s, avg = 10.7s, dev = 3.6s //tensorflow/python/framework:function_test_cpu PASSED in 48.7s Stats over 10 runs: max = 48.7s, min = 4.6s, avg = 11.0s, dev = 12.8s //tensorflow/python/kernel_tests/array_ops:array_ops_test_cpu PASSED in 22.2s Stats over 10 runs: max = 22.2s, min = 8.4s, avg = 12.7s, dev = 4.1s //tensorflow/python/kernel_tests/array_ops:inplace_ops_test_cpu PASSED in 12.0s Stats over 10 runs: max = 12.0s, min = 3.8s, avg = 5.0s, dev = 2.3s //tensorflow/python/kernel_tests/data_structures:tensor_array_ops_test_cpu PASSED in 14.0s Stats over 10 runs: max = 14.0s, min = 4.5s, avg = 7.1s, dev = 2.7s //tensorflow/python/kernel_tests/linalg:linear_operator_tridiag_test_cpu PASSED in 129.6s Stats over 10 runs: max = 129.6s, min = 95.5s, avg = 115.9s, dev = 9.4s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_ops_test_cpu PASSED in 89.0s Stats over 10 runs: max = 89.0s, min = 12.3s, avg = 51.7s, dev = 26.2s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_sparse_mat_mul_grad_test_cpu PASSED in 12.1s Stats over 10 runs: max = 12.1s, min = 3.9s, avg = 5.9s, dev = 2.3s //tensorflow/python/kernel_tests/math_ops:cwise_ops_unary_test_cpu PASSED in 18.1s Stats over 10 runs: max = 18.1s, min = 5.1s, avg = 8.5s, dev = 3.4s //tensorflow/python/kernel_tests/math_ops:segment_reduction_ops_test_cpu PASSED in 33.4s Stats over 10 runs: max = 33.4s, min = 4.7s, avg = 15.1s, dev = 9.2s //tensorflow/python/kernel_tests/nn_ops:pooling_ops_test_cpu PASSED in 26.1s Stats over 10 runs: max = 26.1s, min = 4.6s, avg = 9.1s, dev = 7.0s //tensorflow/python/kernel_tests/nn_ops:rnn_test_cpu PASSED in 22.0s Stats over 10 runs: max = 22.0s, min = 6.9s, avg = 10.0s, dev = 5.5s //tensorflow/python/kernel_tests/random:random_index_shuffle_test PASSED in 14.0s Stats over 10 runs: max = 14.0s, min = 4.8s, avg = 6.6s, dev = 2.5s //tensorflow/python/kernel_tests/random:stateless_random_ops_test_cpu PASSED in 169.7s Stats over 10 runs: max = 169.7s, min = 20.2s, avg = 76.3s, dev = 56.6s //tensorflow/python/ops:special_math_ops_test_cpu PASSED in 64.3s Stats over 10 runs: max = 64.3s, min = 7.7s, avg = 16.9s, dev = 16.3s //tensorflow/python/ops:weak_tensor_special_math_ops_test_cpu PASSED in 13.9s Stats over 10 runs: max = 13.9s, min = 7.5s, avg = 10.0s, dev = 2.1s //tensorflow/python/ops/numpy_ops/tests:np_indexing_test PASSED in 133.7s Stats over 10 runs: max = 133.7s, min = 86.2s, avg = 96.3s, dev = 16.4s //tensorflow/python/ops/ragged:ragged_tensor_supported_values_test PASSED in 17.7s Stats over 10 runs: max = 17.7s, min = 12.1s, avg = 13.6s, dev = 1.6s //tensorflow/python/saved_model:load_test_cpu PASSED in 60.4s Stats over 10 runs: max = 60.4s, min = 33.0s, avg = 43.2s, dev = 7.3s //tensorflow/compiler/tests:fft_test_cpu PASSED in 23.6s Stats over 12 runs: max = 23.6s, min = 7.0s, avg = 14.4s, dev = 5.3s //tensorflow/python/data/experimental/kernel_tests:group_by_reducer_test PASSED in 15.3s Stats over 12 runs: max = 15.3s, min = 4.4s, avg = 9.1s, dev = 3.7s //tensorflow/python/data/kernel_tests:choose_from_datasets_test PASSED in 17.3s Stats over 12 runs: max = 17.3s, min = 4.8s, avg = 8.3s, dev = 4.4s //tensorflow/python/data/kernel_tests:memory_cleanup_test_cpu PASSED in 26.1s Stats over 12 runs: max = 26.1s, min = 4.3s, avg = 9.8s, dev = 7.7s //tensorflow/python/distribute:moving_averages_test_2gpu PASSED in 21.7s Stats over 12 runs: max = 21.7s, min = 12.3s, avg = 16.5s, dev = 2.8s //tensorflow/python/distribute:moving_averages_test_cpu PASSED in 20.9s Stats over 12 runs: max = 20.9s, min = 10.8s, avg = 16.5s, dev = 3.0s //tensorflow/python/eager/polymorphic_function:polymorphic_function_test_cpu PASSED in 37.7s Stats over 15 runs: max = 37.7s, min = 11.4s, avg = 17.3s, dev = 8.2s //tensorflow/python/kernel_tests/linalg:linear_operator_low_rank_update_test_cpu PASSED in 157.9s Stats over 15 runs: max = 157.9s, min = 110.4s, avg = 142.5s, dev = 13.9s //tensorflow/python/kernel_tests/nn_ops:rnn_cell_test_cpu PASSED in 71.2s Stats over 15 runs: max = 71.2s, min = 5.7s, avg = 14.5s, dev = 16.4s //tensorflow/python/data/experimental/kernel_tests/service:dynamic_sharding_test PASSED in 17.1s Stats over 16 runs: max = 17.1s, min = 4.6s, avg = 8.5s, dev = 3.2s //tensorflow/python/data/kernel_tests:snapshot_test PASSED in 26.1s Stats over 16 runs: max = 26.1s, min = 10.9s, avg = 17.9s, dev = 4.4s //tensorflow/python/kernel_tests/control_flow:control_flow_ops_py_test_cpu PASSED in 38.3s Stats over 16 runs: max = 38.3s, min = 6.9s, avg = 12.0s, dev = 7.7s //tensorflow/python/kernel_tests/linalg:matrix_exponential_op_test PASSED in 12.0s Stats over 16 runs: max = 12.0s, min = 4.4s, avg = 6.1s, dev = 2.0s //tensorflow/python/kernel_tests/signal:dct_ops_test_cpu PASSED in 17.4s Stats over 16 runs: max = 17.4s, min = 7.2s, avg = 9.3s, dev = 3.3s //tensorflow/python/ops:image_ops_test_cpu PASSED in 24.5s Stats over 16 runs: max = 24.5s, min = 11.6s, avg = 16.5s, dev = 3.4s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_ft_test PASSED in 108.2s Stats over 17 runs: max = 108.2s, min = 9.8s, avg = 35.9s, dev = 30.9s //tensorflow/python/data/kernel_tests:map_test PASSED in 72.4s Stats over 19 runs: max = 72.4s, min = 25.5s, avg = 36.0s, dev = 10.4s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu PASSED in 14.5s Stats over 20 runs: max = 14.5s, min = 4.5s, avg = 5.8s, dev = 2.3s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu_mlir_bridge_test PASSED in 13.5s Stats over 20 runs: max = 13.5s, min = 4.6s, avg = 5.7s, dev = 1.8s //tensorflow/compiler/tests:pooling_ops_test_cpu PASSED in 10.7s Stats over 20 runs: max = 10.7s, min = 4.1s, avg = 5.8s, dev = 1.6s //tensorflow/compiler/tests:pooling_ops_test_cpu_mlir_bridge_test PASSED in 11.1s Stats over 20 runs: max = 11.1s, min = 4.3s, avg = 5.7s, dev = 1.8s //tensorflow/compiler/tests:stochastic_cast_op_test_cpu PASSED in 14.5s Stats over 20 runs: max = 14.5s, min = 5.5s, avg = 7.4s, dev = 2.5s //tensorflow/compiler/tests:unary_ops_test_cpu PASSED in 28.0s Stats over 20 runs: max = 28.0s, min = 5.1s, avg = 9.1s, dev = 5.8s //tensorflow/compiler/tests:unary_ops_test_cpu_mlir_bridge_test PASSED in 20.8s Stats over 20 runs: max = 20.8s, min = 4.5s, avg = 9.6s, dev = 5.0s //tensorflow/dtensor/python/tests:rng_test_cpu PASSED in 13.7s Stats over 20 runs: max = 13.7s, min = 7.0s, avg = 8.4s, dev = 1.4s //tensorflow/python/autograph/tests:loop_control_flow_test PASSED in 64.4s Stats over 20 runs: max = 64.4s, min = 12.5s, avg = 20.8s, dev = 12.5s //tensorflow/python/kernel_tests:metrics_test PASSED in 81.9s Stats over 20 runs: max = 81.9s, min = 11.6s, avg = 30.8s, dev = 20.6s //tensorflow/python/kernel_tests/array_ops:matrix_band_part_op_test_cpu PASSED in 15.1s Stats over 20 runs: max = 15.1s, min = 3.6s, avg = 5.9s, dev = 3.4s //tensorflow/python/kernel_tests/data_structures:barrier_ops_test PASSED in 37.3s Stats over 20 runs: max = 37.3s, min = 3.8s, avg = 6.9s, dev = 7.3s //tensorflow/python/kernel_tests/linalg:eig_op_test PASSED in 54.2s Stats over 20 runs: max = 54.2s, min = 3.8s, avg = 15.9s, dev = 17.6s //tensorflow/python/kernel_tests/linalg:linalg_grad_test_cpu PASSED in 125.2s Stats over 20 runs: max = 125.2s, min = 40.4s, avg = 70.0s, dev = 24.7s //tensorflow/python/kernel_tests/linalg:norm_op_test_cpu PASSED in 14.7s Stats over 20 runs: max = 14.7s, min = 5.7s, avg = 7.8s, dev = 1.8s //tensorflow/python/kernel_tests/linalg:normalize_op_test_cpu PASSED in 18.7s Stats over 20 runs: max = 18.7s, min = 6.8s, avg = 11.8s, dev = 3.4s //tensorflow/python/kernel_tests/linalg:qr_op_test_cpu PASSED in 180.9s Stats over 20 runs: max = 180.9s, min = 47.4s, avg = 92.2s, dev = 32.7s //tensorflow/python/kernel_tests/linalg:self_adjoint_eig_op_test_cpu PASSED in 33.2s Stats over 20 runs: max = 33.2s, min = 4.8s, avg = 13.8s, dev = 9.6s //tensorflow/python/kernel_tests/math_ops:batch_matmul_op_test_cpu PASSED in 41.0s Stats over 20 runs: max = 41.0s, min = 6.7s, avg = 15.5s, dev = 11.0s //tensorflow/python/kernel_tests/math_ops:matmul_op_test_cpu PASSED in 23.2s Stats over 20 runs: max = 23.2s, min = 13.8s, avg = 16.8s, dev = 2.8s //tensorflow/python/kernel_tests/math_ops:tensordot_op_test_cpu PASSED in 75.7s Stats over 20 runs: max = 75.7s, min = 6.1s, avg = 30.3s, dev = 20.5s //tensorflow/python/kernel_tests/nn_ops:embedding_ops_test_cpu PASSED in 35.4s Stats over 20 runs: max = 35.4s, min = 9.2s, avg = 12.2s, dev = 5.5s //tensorflow/python/data/kernel_tests:interleave_test PASSED in 40.9s Stats over 24 runs: max = 40.9s, min = 8.3s, avg = 20.5s, dev = 9.2s //tensorflow/python/data/kernel_tests:sample_from_datasets_test PASSED in 19.8s Stats over 24 runs: max = 19.8s, min = 4.3s, avg = 8.8s, dev = 4.4s //tensorflow/dtensor/python/tests:multi_device_spmd_test_cpu PASSED in 33.8s Stats over 25 runs: max = 33.8s, min = 23.4s, avg = 28.5s, dev = 2.1s //tensorflow/python/kernel_tests/nn_ops:conv_ops_3d_test_cpu PASSED in 37.0s Stats over 30 runs: max = 37.0s, min = 4.0s, avg = 8.2s, dev = 6.0s //tensorflow/python/data/experimental/kernel_tests/service:data_service_ops_test PASSED in 35.6s Stats over 32 runs: max = 35.6s, min = 4.6s, avg = 12.0s, dev = 7.5s //tensorflow/python/data/experimental/kernel_tests/service:worker_tags_test PASSED in 38.3s Stats over 32 runs: max = 38.3s, min = 4.2s, avg = 13.0s, dev = 8.7s //tensorflow/python/distribute:multi_process_runner_test_2gpu PASSED in 216.7s Stats over 35 runs: max = 216.7s, min = 4.9s, avg = 24.5s, dev = 37.3s //tensorflow/python/distribute:multi_process_runner_test_cpu PASSED in 216.6s Stats over 35 runs: max = 216.6s, min = 4.7s, avg = 24.5s, dev = 37.0s //tensorflow/core/kernels:stochastic_cast_op_test PASSED in 1.5s Stats over 48 runs: max = 1.5s, min = 0.4s, avg = 0.5s, dev = 0.3s //tensorflow/compiler/mlir/quantization/tensorflow/python:quantize_model_test PASSED in 170.9s Stats over 50 runs: max = 170.9s, min = 32.0s, avg = 57.4s, dev = 32.2s //tensorflow/compiler/tests:sort_ops_test_cpu PASSED in 42.7s Stats over 50 runs: max = 42.7s, min = 3.9s, avg = 13.9s, dev = 9.8s //tensorflow/compiler/tests:sort_ops_test_cpu_mlir_bridge_test PASSED in 19.0s Stats over 50 runs: max = 19.0s, min = 4.1s, avg = 10.3s, dev = 3.4s //tensorflow/python/kernel_tests/linalg:linear_operator_circulant_test_cpu PASSED in 92.9s Stats over 50 runs: max = 92.9s, min = 44.6s, avg = 67.1s, dev = 9.2s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_dense_mat_mul_grad_test_cpu PASSED in 19.2s Stats over 50 runs: max = 19.2s, min = 6.0s, avg = 10.5s, dev = 3.1s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_dense_mat_mul_onednn_grad_test PASSED in 16.9s Stats over 50 runs: max = 16.9s, min = 5.7s, avg = 10.3s, dev = 2.7s //tensorflow/python/kernel_tests/math_ops:cwise_ops_binary_test_cpu PASSED in 37.5s Stats over 50 runs: max = 37.5s, min = 8.5s, avg = 16.2s, dev = 6.2s //tensorflow/python/kernel_tests/math_ops:cwise_ops_test_cpu PASSED in 22.2s Stats over 50 runs: max = 22.2s, min = 3.8s, avg = 6.2s, dev = 4.3s Executed 3080 out of 3080 tests: 3080 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.