==================== Test output for //tensorflow/python/distribute/failure_handling:failure_handler_test (shard 1 of 8): Running tests under Python 3.10.9: /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 43635 I0808 22:06:52.916340 281473363507904 test_util.py:3813] Using local port 43635 INFO:tensorflow:Using local port 46573 I0808 22:06:52.917171 281473363507904 test_util.py:3813] Using local port 46573 INFO:tensorflow:Using local port 36581 I0808 22:06:52.921386 281473363507904 test_util.py:3813] Using local port 36581 INFO:tensorflow:Using local port 37817 I0808 22:06:52.921956 281473363507904 test_util.py:3813] Using local port 37817 INFO:tensorflow:Cluster starting. I0808 22:06:57.895052 281473363507904 failure_handler_test.py:387] Cluster starting. [worker-0]: I0808 22:06:57.931603 281473472625344 multi_process_runner.py:840] Subprocess with PID 572326 (worker, 0) is now being started. [worker-0]: I0808 22:06:57.932025 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43635", "localhost:46573", "localhost:36581", "localhost:37817"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0808 22:06:57.993911 281473472625344 multi_process_runner.py:840] Subprocess with PID 572344 (worker, 1) is now being started. [worker-1]: I0808 22:06:57.994328 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43635", "localhost:46573", "localhost:36581", "localhost:37817"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-3]: I0808 22:06:57.999243 281473472625344 multi_process_runner.py:840] Subprocess with PID 572468 (worker, 3) is now being started. [worker-2]: I0808 22:06:58.005738 281473472625344 multi_process_runner.py:840] Subprocess with PID 572387 (worker, 2) is now being started. [worker-3]: I0808 22:06:57.999679 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43635", "localhost:46573", "localhost:36581", "localhost:37817"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I0808 22:06:58.006179 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:43635", "localhost:46573", "localhost:36581", "localhost:37817"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: 2023-08-08 22:06:58.031243: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:43635 [worker-0]: 2023-08-08 22:06:58.056795: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 10244256819853437552 [worker-0]: 2023-08-08 22:06:58.057582: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-3]: 2023-08-08 22:06:58.076580: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:37817 [worker-1]: 2023-08-08 22:06:58.140967: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:46573 [worker-2]: 2023-08-08 22:06:58.146703: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:36581 [worker-0]: 2023-08-08 22:06:58.161716: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 16366584780252575464 [worker-3]: 2023-08-08 22:06:58.161925: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-08-08 22:06:58.169421: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 9018046963061099643 [worker-2]: 2023-08-08 22:06:58.173004: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-08-08 22:06:58.179532: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-08-08 22:06:58.176591: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 13717345807599327993 [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0808 22:06:58.181880 281473472625344 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]: I0808 22:06:58.181930 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow: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]: I0808 22:06:58.183821 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-3]: I0808 22:06:58.189175 281473472625344 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-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0808 22:06:58.247141 281473472625344 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]: I0808 22:06:58.247657 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0808 22:06:58.247901 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, 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]: I0808 22:06:58.253139 281473472625344 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]: I0808 22:06:58.254526 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0808 22:06:58.255107 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, 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]: I0808 22:06:58.248135 281473472625344 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]: I0808 22:06:58.248609 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0808 22:06:58.248850 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, 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]: I0808 22:06:58.261401 281473472625344 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]: I0808 22:06:58.261908 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0808 22:06:58.262155 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:43635', 'localhost:46573', 'localhost:36581', 'localhost:37817']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0808 22:06:58.355872 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0808 22:06:58.356786 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0808 22:06:58.357031 281473472625344 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]: W0808 22:06:58.357350 281473472625344 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]: I0808 22:06:58.357553 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I0808 22:06:58.357484 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I0808 22:06:58.368046 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0808 22:06:58.368694 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0808 22:06:58.368945 281473472625344 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]: W0808 22:06:58.369263 281473472625344 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]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:Start training at 0 [worker-0]: I0808 22:06:58.378488 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I0808 22:06:58.369466 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I0808 22:06:58.379370 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0808 22:06:58.379614 281473472625344 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]: W0808 22:06:58.379947 281473472625344 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]: I0808 22:06:58.380153 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0808 22:06:58.396213 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0808 22:06:58.396574 281473472625344 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]: W0808 22:06:58.396916 281473472625344 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]: I0808 22:06:58.397122 281473472625344 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]: 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]: I0808 22:06:58.650074 281447445164512 coordinator.py:213] Error reported to Coordinator: in user code: [worker-2]: [worker-0]: 2023-08-08 22:06:58.656209: E tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:990] /job:worker/replica:0/task:2 has been set to ERROR in coordination service: RESOURCE_EXHAUSTED: in user code: [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: ResourceExhaustedError: Running out of resources [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-2]: Traceback (most recent call last): [worker-0]: raise errors_impl.ResourceExhaustedError( [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-0]: [worker-2]: yield [worker-3]: 2023-08-08 22:06:58.658586: E tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:747] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-0]: ResourceExhaustedError: Running out of resources [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 387, in run [worker-3]: [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: self.main_result = self.main_fn(*self.main_args, **self.main_kwargs) [worker-1]: 2023-08-08 22:06:58.659452: E tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:747] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: 2023-08-08 22:06:58.658462: E tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:747] Coordination agent is set to ERROR: RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-1]: [worker-0]: [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-3]: 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/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: raise e.ag_error_metadata.to_exception(e) [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: 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/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: tensorflow.python.framework.errors_impl.ResourceExhaustedError: in user code: [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-2]: [worker-1]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-3]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-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-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: raise errors_impl.ResourceExhaustedError( [worker-1]: raise errors_impl.ResourceExhaustedError( [worker-3]: ResourceExhaustedError: Running out of resources [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-1]: [worker-0]: [worker-3]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: [worker-1]: ResourceExhaustedError: Running out of resources [worker-0]: ResourceExhaustedError: Running out of resources [worker-3]: 2023-08-08 22:06:58.658636: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort RESOURCE_EXHAUSTED: Error reported from /job:worker/task:2: in user code: [worker-2]: ResourceExhaustedError: Running out of resources [worker-1]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-3]: [worker-2]: [worker-1]: 2023-08-08 22:06:58.659498: 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]: 2023-08-08 22:06:58.658522: 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]: 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-3]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-2]: INFO:tensorflow:Propagating error to cluster: ResourceExhaustedError(): in user code: [worker-0]: [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-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py", line 187, in train_step * [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-2]: [worker-0]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-1]: 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-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-0]: raise errors_impl.ResourceExhaustedError( [worker-3]: raise errors_impl.ResourceExhaustedError( [worker-1]: raise errors_impl.ResourceExhaustedError( [worker-2]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/mirrored_run.py", line 79, in wrapped_fn * [worker-0]: [worker-2]: return call_for_each_replica(strategy, fn.python_function, args, kwargs) [worker-0]: ResourceExhaustedError: Running out of resources [worker-0]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [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-1]: [worker-2]: raise errors_impl.ResourceExhaustedError( [worker-1]: ResourceExhaustedError: Running out of resources [worker-2]: [worker-3]: [worker-2]: ResourceExhaustedError: Running out of resources [worker-3]: ResourceExhaustedError: Running out of resources [worker-1]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-3]: [type.googleapis.com/tensorflow.CoordinationServiceError='\x18\x01\"\n\n\x06worker\x10\x02'] [worker-2]: [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]: I0808 22:06:58.652909 281473472625344 failure_handling.py:918] Propagating error to cluster: ResourceExhaustedError(): in user code: [worker-3]: I0808 22:06:58.679410 281473472625344 cross_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]: [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]: 2023-08-08 22:06:58.653251: E tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:747] 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]: 2023-08-08 22:06:58.653311: 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]: 2023-08-08 22:06:58.653338: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:434] 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]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0808 22:06:58.722882 281473472625344 cross_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: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/python3.10/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/python3.10/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/python3.10/multiprocessing/spawn.py", line 129, in _main [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/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/python3.10/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]: I0808 22:06:58.739701 281473472625344 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/python3.10/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/python3.10/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/python3.10/multiprocessing/spawn.py", line 129, in _main [worker-3]: [worker-3]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/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/python3.10/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]: I0808 22:06:58.740173 281473472625344 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [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/python3.10/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/python3.10/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/python3.10/multiprocessing/spawn.py", line 129, in _main [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/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/python3.10/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]: I0808 22:06:58.788724 281473472625344 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/python3.10/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/python3.10/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/python3.10/multiprocessing/spawn.py", line 129, in _main [worker-0]: [worker-0]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/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/python3.10/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]: I0808 22:06:58.789309 281473472625344 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. [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]: I0808 22:06:58.812444 281473472625344 cross_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]: Exception in thread PeerTerminationWatcher-1: [worker-1]: Traceback (most recent call last): [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/threading.py", line 1016, in _bootstrap_inner [worker-1]: self.run() [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/threading.py", line 953, in run [worker-1]: self._target(*self._args, **self._kwargs) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handling.py", line 1229, in _watch_step_to_save_key [worker-1]: step_value = context.context().get_config_key_value(_INITIAL_RUN_COUNT_KEY) [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/eager/context.py", line 806, in get_config_key_value [worker-1]: pywrap_tfe.TFE_GetConfigKeyValue(self._context_handle, key, [worker-1]: tensorflow.python.framework.errors_impl.UnavailableError: Socket closed [worker-1]: Additional GRPC error information from remote target /job:worker/replica:0/task:0 while calling /tensorflow.CoordinationService/GetKeyValue: [worker-1]: :{"created":"@1691532418.821587211","description":"Error received from peer ipv6:[::1]:43635","file":"external/com_github_grpc_grpc/src/core/lib/surface/call.cc","file_line":1056,"grpc_message":"Socket closed","grpc_status":14} [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/python3.10/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/python3.10/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/python3.10/multiprocessing/spawn.py", line 129, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/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/python3.10/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]: I0808 22:06:58.876289 281473472625344 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/python3.10/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/python3.10/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/python3.10/multiprocessing/spawn.py", line 129, in _main [worker-1]: [worker-1]: File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/external/python_aarch64-unknown-linux-gnu/lib/python3.10/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/python3.10/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]: I0808 22:06:58.876773 281473472625344 failure_handling.py:922] Ignoring error during error propagation: FailedPreconditionError():Coordination service agent is already in error state. I0808 22:06:58.908265 281473363507904 multi_process_runner.py:646] worker-0 exit code: 0 I0808 22:06:58.908623 281473363507904 multi_process_runner.py:646] worker-1 exit code: 0 I0808 22:06:58.908803 281473363507904 multi_process_runner.py:646] worker-2 exit code: 0 I0808 22:06:58.908969 281473363507904 multi_process_runner.py:646] worker-3 exit code: 0 I0808 22:06:58.914386 281473363507904 multi_process_runner.py:662] Joining log reading threads. I0808 22:06:58.914725 281473363507904 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_error_propagation): 6.16s I0808 22:06:59.070843 281473363507904 test_util.py:2475] time(__main__.PreemptionCheckpointTest.test_error_propagation): 6.16s [ OK ] PreemptionCheckpointTest.test_error_propagation [ RUN ] PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice INFO:tensorflow:Start watcher for local signal. I0808 22:06:59.191376 281473363507904 failure_handling.py:674] Start watcher for local signal. INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. I0808 22:06:59.191829 281473363507904 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. W0808 22:06:59.192174 281473363507904 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 I0808 22:06:59.192400 281473363507904 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 0xfffef2fdec20> 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. W0808 22:06:59.428074 281473363507904 polymorphic_function.py:156] 5 out of the last 5 calls to .distributed_train_step..train_step at 0xfffef2fdec20> 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 0xfffef2fdec20> 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. W0808 22:06:59.443983 281473363507904 polymorphic_function.py:156] 6 out of the last 6 calls to .distributed_train_step..train_step at 0xfffef2fdec20> 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 I0808 22:06:59.632406 281473363507904 failure_handler_test.py:195] epoch 0 finished INFO:tensorflow:epoch 1 finished I0808 22:06:59.899117 281473363507904 failure_handler_test.py:195] epoch 1 finished INFO:tensorflow:epoch 2 finished I0808 22:07:00.135351 281473363507904 failure_handler_test.py:195] epoch 2 finished INFO:tensorflow:epoch 3 finished I0808 22:07:00.370922 281473363507904 failure_handler_test.py:195] epoch 3 finished INFO:tensorflow:epoch 4 finished I0808 22:07:00.605378 281473363507904 failure_handler_test.py:195] epoch 4 finished INFO:tensorflow:epoch 5 finished I0808 22:07:00.842417 281473363507904 failure_handler_test.py:195] epoch 5 finished INFO:tensorflow:epoch 6 finished I0808 22:07:01.080592 281473363507904 failure_handler_test.py:195] epoch 6 finished INFO:tensorflow:sending sigterm I0808 22:07:01.090940 281470454919648 failure_handler_test.py:467] sending sigterm INFO:tensorflow:Member single_worker has received termination notice. I0808 22:07:01.092213 281473363507904 failure_handling.py:701] Member single_worker has received termination notice. INFO:tensorflow:Termination caught in main thread on preempted worker I0808 22:07:01.101500 281473363507904 failure_handling.py:1159] Termination caught in main thread on preempted worker INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. I0808 22:07:01.118739 281473363507904 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpn3czwlty/fh_ckpt I0808 22:07:01.197634 281473363507904 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpn3czwlty/fh_ckpt INFO:tensorflow:Continue training for the grace period. I0808 22:07:01.198070 281473363507904 failure_handling.py:1134] Continue training for the grace period. INFO:tensorflow:epoch 7 finished I0808 22:07:01.394186 281473363507904 failure_handler_test.py:195] epoch 7 finished INFO:tensorflow:Training finished. I0808 22:07:01.394870 281473363507904 failure_handler_test.py:245] Training finished. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice): 2.32s I0808 22:07:01.395957 281473363507904 test_util.py:2475] time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_manager_strategyoption_OneDevice): 2.32s [ 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 39601 I0808 22:07:01.399300 281473363507904 test_util.py:3813] Using local port 39601 INFO:tensorflow:Using local port 36973 I0808 22:07:01.399752 281473363507904 test_util.py:3813] Using local port 36973 INFO:tensorflow:Using local port 46635 I0808 22:07:01.400167 281473363507904 test_util.py:3813] Using local port 46635 INFO:tensorflow:Using local port 33165 I0808 22:07:01.400569 281473363507904 test_util.py:3813] Using local port 33165 INFO:tensorflow:Cluster starting. I0808 22:07:01.431506 281473363507904 failure_handler_test.py:297] Cluster starting. [worker-1]: I0808 22:07:01.569924 281473472625344 multi_process_runner.py:840] Subprocess with PID 588681 (worker, 1) is now being started. [worker-0]: I0808 22:07:01.570024 281473472625344 multi_process_runner.py:840] Subprocess with PID 588669 (worker, 0) is now being started. [worker-2]: I0808 22:07:01.571459 281473472625344 multi_process_runner.py:840] Subprocess with PID 588696 (worker, 2) is now being started. [worker-1]: I0808 22:07:01.570377 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:39601", "localhost:36973", "localhost:46635", "localhost:33165"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-3]: I0808 22:07:01.582449 281473472625344 multi_process_runner.py:840] Subprocess with PID 588705 (worker, 3) is now being started. [worker-3]: I0808 22:07:01.582884 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:39601", "localhost:36973", "localhost:46635", "localhost:33165"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I0808 22:07:01.571902 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:39601", "localhost:36973", "localhost:46635", "localhost:33165"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-0]: I0808 22:07:01.570424 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:39601", "localhost:36973", "localhost:46635", "localhost:33165"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-0]: 2023-08-08 22:07:01.608917: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39601 [worker-2]: 2023-08-08 22:07:01.614597: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:46635 [worker-0]: 2023-08-08 22:07:01.621279: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 14272521417994539758 [worker-2]: 2023-08-08 22:07:01.625721: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-08-08 22:07:01.621458: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-08-08 22:07:01.627652: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:36973 [worker-3]: 2023-08-08 22:07:01.627924: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:33165 [worker-0]: 2023-08-08 22:07:01.625481: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 8601005791930041848 [worker-0]: 2023-08-08 22:07:01.632970: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 5023231846763472104 [worker-1]: 2023-08-08 22:07:01.633183: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-08-08 22:07:01.634710: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 17763868978429643413 [worker-3]: 2023-08-08 22:07:01.634874: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-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-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]: I0808 22:07:01.636907 281473472625344 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]: I0808 22:07:01.637254 281473472625344 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]: I0808 22:07:01.637038 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0808 22:07:01.636694 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I0808 22:07:01.686753 281473472625344 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-1]: I0808 22:07:01.686552 281473472625344 mirrored_strategy.py:423] 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-3]: I0808 22:07:01.686774 281473472625344 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-1]: INFO:tensorflow:Check health not enabled. [worker-0]: INFO:tensorflow:Check health not enabled. [worker-3]: I0808 22:07:01.687296 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: I0808 22:07:01.687055 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: I0808 22:07:01.687252 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0808 22:07:01.687540 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0808 22:07:01.687302 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0808 22:07:01.687491 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, 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]: I0808 22:07:01.686834 281473472625344 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]: I0808 22:07:01.687409 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0808 22:07:01.687656 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:39601', 'localhost:36973', 'localhost:46635', 'localhost:33165']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0808 22:07:01.730429 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0808 22:07:01.731170 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I0808 22:07:01.731441 281473472625344 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]: W0808 22:07:01.731779 281473472625344 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]: I0808 22:07:01.731986 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I0808 22:07:01.740058 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: I0808 22:07:01.740499 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0808 22:07:01.741202 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-0]: I0808 22:07:01.740947 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0808 22:07:01.741443 281473472625344 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-0]: I0808 22:07:01.741199 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: 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-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W0808 22:07:01.741761 281473472625344 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]: W0808 22:07:01.741514 281473472625344 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-0]: Instructions for updating: [worker-1]: INFO:tensorflow:Start training at 0 [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: I0808 22:07:01.741965 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Start training at 0 [worker-0]: I0808 22:07:01.741717 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0808 22:07:01.750440 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0808 22:07:01.766479 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0808 22:07:01.766817 281473472625344 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]: W0808 22:07:01.767156 281473472625344 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]: I0808 22:07:01.767362 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:04.178637 281473472625344 cross_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]: I0808 22:07:04.184687 281473472625344 cross_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]: I0808 22:07:04.188857 281473472625344 cross_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]: I0808 22:07:04.219347 281473472625344 cross_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]: I0808 22:07:04.303551 281473472625344 cross_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]: I0808 22:07:04.306796 281473472625344 cross_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]: I0808 22:07:04.319721 281473472625344 cross_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]: I0808 22:07:04.309514 281473472625344 cross_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]: I0808 22:07:04.424524 281473472625344 cross_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-0]: I0808 22:07:04.426674 281473472625344 cross_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]: I0808 22:07:04.427197 281473472625344 cross_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]: I0808 22:07:04.425573 281473472625344 cross_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]: I0808 22:07:04.508110 281473472625344 cross_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]: I0808 22:07:04.518959 281473472625344 cross_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]: I0808 22:07:04.528557 281473472625344 cross_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]: I0808 22:07:04.542932 281473472625344 cross_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]: I0808 22:07:04.634208 281473472625344 cross_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]: I0808 22:07:04.636932 281473472625344 cross_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]: I0808 22:07:04.672353 281473472625344 cross_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]: I0808 22:07:04.671705 281473472625344 cross_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 0xfffef9a05090> 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 0xfffef9a05090> 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 0xfffef9a05090> 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]: W0808 22:07:04.739993 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffef9a05090> 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]: W0808 22:07:04.740292 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffef9a05090> 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]: W0808 22:07:04.740444 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffef9a05090> 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 0xfffef9a05090> 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]: W0808 22:07:04.740362 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffef9a05090> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:04.750826 281473472625344 cross_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]: I0808 22:07:04.750837 281473472625344 cross_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]: I0808 22:07:04.751411 281473472625344 cross_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]: I0808 22:07:04.752604 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xfffef9a06c20> 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 0xfffef9a06c20> 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]: W0808 22:07:04.830270 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffef9a06c20> 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]: W0808 22:07:04.830340 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffef9a06c20> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xfffef9a06c20> 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 0xfffef9a06c20> 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]: W0808 22:07:04.829950 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffef9a06c20> 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]: W0808 22:07:04.830280 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffef9a06c20> 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]: I0808 22:07:04.840833 281473472625344 cross_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]: I0808 22:07:04.842665 281473472625344 cross_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]: I0808 22:07:04.840495 281473472625344 cross_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]: I0808 22:07:04.841947 281473472625344 cross_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]: I0808 22:07:04.916604 281473472625344 cross_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]: I0808 22:07:04.916885 281473472625344 cross_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]: I0808 22:07:04.918402 281473472625344 cross_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]: I0808 22:07:04.918199 281473472625344 cross_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]: I0808 22:07:04.980292 281473472625344 cross_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]: I0808 22:07:04.982115 281473472625344 cross_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]: I0808 22:07:04.981064 281473472625344 cross_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]: I0808 22:07:04.981122 281473472625344 cross_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]: I0808 22:07:05.067550 281473472625344 cross_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]: I0808 22:07:05.072782 281473472625344 cross_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]: I0808 22:07:05.112158 281473472625344 cross_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]: I0808 22:07:05.121855 281473472625344 cross_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]: I0808 22:07:05.198274 281473472625344 cross_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]: I0808 22:07:05.192161 281473472625344 cross_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]: I0808 22:07:05.197206 281473472625344 cross_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]: I0808 22:07:05.202484 281473472625344 cross_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]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0808 22:07:05.278932 281473472625344 cross_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]: I0808 22:07:05.278829 281473472625344 cross_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]: I0808 22:07:05.280225 281473472625344 cross_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]: I0808 22:07:05.300546 281473472625344 cross_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]: I0808 22:07:05.360416 281473472625344 cross_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]: I0808 22:07:05.362258 281473472625344 cross_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]: I0808 22:07:05.360540 281473472625344 cross_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]: I0808 22:07:05.361351 281473472625344 cross_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]: I0808 22:07:05.418577 281473472625344 cross_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]: I0808 22:07:05.418708 281473472625344 cross_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 = 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= 1 [worker-3]: I0808 22:07:05.495549 281473472625344 cross_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]: I0808 22:07:05.495868 281473472625344 cross_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]: I0808 22:07:05.507023 281473472625344 cross_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]: I0808 22:07:05.518096 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 0 finished [worker-3]: I0808 22:07:05.566567 281473472625344 failure_handler_test.py:195] epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-2]: I0808 22:07:05.572829 281473472625344 failure_handler_test.py:195] epoch 0 finished [worker-0]: INFO:tensorflow:epoch 0 finished [worker-0]: I0808 22:07:05.566691 281473472625344 failure_handler_test.py:195] epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished [worker-1]: I0808 22:07:05.576475 281473472625344 failure_handler_test.py:195] epoch 0 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:05.577633 281473472625344 cross_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]: I0808 22:07:05.584252 281473472625344 cross_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]: I0808 22:07:05.581852 281473472625344 cross_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]: I0808 22:07:05.596732 281473472625344 cross_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]: I0808 22:07:05.655328 281473472625344 cross_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]: I0808 22:07:05.659801 281473472625344 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CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0808 22:07:06.317974 281473472625344 cross_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-3]: I0808 22:07:06.405318 281473472625344 cross_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]: I0808 22:07:06.405719 281473472625344 cross_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]: I0808 22:07:06.409247 281473472625344 cross_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]: I0808 22:07:06.410948 281473472625344 cross_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]: I0808 22:07:06.469174 281473472625344 cross_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]: I0808 22:07:06.471936 281473472625344 cross_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]: I0808 22:07:06.469374 281473472625344 cross_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 I0808 22:07:06.536639 281473363507904 failure_handler_test.py:302] sending sigterm INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker): 10.95s I0808 22:07:12.344584 281473363507904 test_util.py:2475] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker): 10.95s [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]: I0808 22:07:06.527739 281473472625344 cross_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]: I0808 22:07:06.469955 281473472625344 cross_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]: I0808 22:07:06.527924 281473472625344 cross_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]: I0808 22:07:06.527762 281473472625344 cross_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]: I0808 22:07:06.528535 281473472625344 cross_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]: I0808 22:07:06.587112 281473472625344 cross_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]: I0808 22:07:06.587091 281473472625344 cross_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]: I0808 22:07:06.585659 281473472625344 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_False_inputarg_manager_strategyoption_MWMSmultiworker [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker [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-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0808 22:07:06.645984 281473472625344 cross_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]: I0808 22:07:06.587428 281473472625344 cross_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]: I0808 22:07:06.644461 281473472625344 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:Using local port 38657 I0808 22:07:12.356687 281473363507904 test_util.py:3813] Using local port 38657 INFO:tensorflow:Using local port 43099 I0808 22:07:12.357411 281473363507904 test_util.py:3813] Using local port 43099 [worker-2]: I0808 22:07:06.646395 281473472625344 cross_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]: I0808 22:07:06.645957 281473472625344 cross_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]: I0808 22:07:06.706245 281473472625344 cross_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 INFO:tensorflow:Using local port 39823 I0808 22:07:12.360494 281473363507904 test_util.py:3813] Using local port 39823 [worker-3]: 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-1]: I0808 22:07:06.878916 281473472625344 cross_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]: I0808 22:07:06.880450 281473472625344 cross_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 1 finished [worker-3]: INFO:tensorflow:epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-2]: I0808 22:07:06.927283 281473472625344 failure_handler_test.py:195] epoch 1 finished [worker-3]: I0808 22:07:06.926930 281473472625344 failure_handler_test.py:195] epoch 1 finished [worker-1]: I0808 22:07:06.927195 281473472625344 failure_handler_test.py:195] epoch 1 finished [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 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CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:07.052525 281473472625344 cross_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]: I0808 22:07:07.052799 281473472625344 cross_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-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:07.109060 281473472625344 cross_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]: I0808 22:07:07.108737 281473472625344 cross_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]: I0808 22:07:07.109062 281473472625344 cross_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, 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281473472625344 cross_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]: I0808 22:07:07.388600 281473472625344 cross_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]: I0808 22:07:07.388973 281473472625344 cross_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-2]: I0808 22:07:07.444760 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I0808 22:07:12.365923 281473363507904 test_util.py:3813] Using local port 46701 [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]: I0808 22:07:06.765123 281473472625344 cross_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]: I0808 22:07:07.444161 281473472625344 cross_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]: I0808 22:07:07.444257 281473472625344 cross_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]: 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]: I0808 22:07:07.499624 281473472625344 cross_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]: I0808 22:07:06.823749 281473472625344 cross_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]: I0808 22:07:07.499330 281473472625344 cross_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]: I0808 22:07:07.499084 281473472625344 cross_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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= 1 [worker-3]: I0808 22:07:07.554119 281473472625344 cross_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 1 finished [worker-1]: I0808 22:07:07.554318 281473472625344 cross_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]: I0808 22:07:07.609460 281473472625344 cross_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]: I0808 22:07:06.927034 281473472625344 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-3]: I0808 22:07:07.608855 281473472625344 cross_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]: I0808 22:07:07.608981 281473472625344 cross_device_ops.py:1154] Collective all_reduce 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[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]: I0808 22:07:07.889655 281473472625344 cross_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]: I0808 22:07:07.943738 281473472625344 cross_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 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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-3]: I0808 22:07:07.766204 281473472625344 failure_handler_test.py:195] epoch 2 finished [worker-2]: I0808 22:07:07.834454 281473472625344 cross_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]: I0808 22:07:07.222232 281473472625344 cross_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 = 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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]: I0808 22:07:07.776348 281473472625344 cross_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]: I0808 22:07:08.336655 281473472625344 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-3]: I0808 22:07:07.833142 281473472625344 cross_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]: I0808 22:07:07.499069 281473472625344 cross_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]: I0808 22:07:07.944721 281473472625344 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:Cluster starting. 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[worker-3]: I0808 22:07:07.889046 281473472625344 cross_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-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0808 22:07:07.554175 281473472625344 cross_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]: I0808 22:07:08.003881 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22:07:08.115628 281473472625344 cross_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]: I0808 22:07:08.597163 281473472625344 failure_handler_test.py:195] epoch 3 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 2 finished [worker-2]: I0808 22:07:08.224396 281473472625344 cross_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, 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[worker-1]: I0808 22:07:12.593914 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:38657", "localhost:43099", "localhost:39823", "localhost:46701"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-0]: I0808 22:07:08.498780 281473472625344 cross_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]: I0808 22:07:08.875849 281473472625344 cross_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]: 2023-08-08 22:07:12.607938: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: 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[worker-2]: I0808 22:07:08.981003 281473472625344 cross_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]: 2023-08-08 22:07:12.618855: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 11525757981193864045 [worker-0]: I0808 22:07:08.552482 281473472625344 cross_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]: 2023-08-08 22:07:12.627841: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39823 [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]: INFO:tensorflow:epoch 3 finished [worker-0]: 2023-08-08 22:07:12.619053: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-08-08 22:07:12.629076: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:43099 [worker-1]: I0808 22:07:09.383227 281473472625344 failure_handler_test.py:195] epoch 4 finished [worker-0]: I0808 22:07:08.597072 281473472625344 failure_handler_test.py:195] epoch 3 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:08.928361 281473472625344 cross_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]: I0808 22:07:09.392450 281473472625344 cross_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]: I0808 22:07:09.032666 281473472625344 cross_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]: I0808 22:07:08.980449 281473472625344 cross_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]: I0808 22:07:09.443583 281473472625344 cross_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]: I0808 22:07:09.083754 281473472625344 cross_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]: I0808 22:07:09.032283 281473472625344 cross_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]: I0808 22:07:09.494436 281473472625344 cross_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]: I0808 22:07:09.134529 281473472625344 cross_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]: I0808 22:07:08.606861 281473472625344 cross_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]: 2023-08-08 22:07:12.644258: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 7899392501919823847 [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]: 2023-08-08 22:07:12.644579: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-08-08 22:07:12.644469: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: I0808 22:07:09.545145 281473472625344 cross_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]: I0808 22:07:09.185595 281473472625344 cross_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]: 2023-08-08 22:07:12.644387: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 17260740837275623524 [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]: I0808 22:07:09.083308 281473472625344 cross_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]: I0808 22:07:08.660280 281473472625344 cross_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]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0808 22:07:09.595740 281473472625344 cross_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]: I0808 22:07:09.236242 281473472625344 cross_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]: I0808 22:07:08.715866 281473472625344 cross_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]: I0808 22:07:09.134203 281473472625344 cross_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]: I0808 22:07:09.646480 281473472625344 cross_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]: I0808 22:07:12.626413 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:38657", "localhost:43099", "localhost:39823", "localhost:46701"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: I0808 22:07:08.770095 281473472625344 cross_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]: I0808 22:07:09.286950 281473472625344 cross_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]: I0808 22:07:09.185171 281473472625344 cross_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]: 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]: I0808 22:07:08.823915 281473472625344 cross_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]: I0808 22:07:09.697371 281473472625344 cross_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]: I0808 22:07:09.235777 281473472625344 cross_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]: I0808 22:07:09.339965 281473472625344 cross_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-0]: I0808 22:07:08.875984 281473472625344 cross_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]: I0808 22:07:09.751011 281473472625344 cross_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 4 finished [worker-3]: I0808 22:07:09.286609 281473472625344 cross_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]: I0808 22:07:09.383260 281473472625344 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-0]: I0808 22:07:08.929008 281473472625344 cross_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]: I0808 22:07:09.801640 281473472625344 cross_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]: I0808 22:07:09.339506 281473472625344 cross_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]: I0808 22:07:09.392502 281473472625344 cross_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 4 finished [worker-0]: I0808 22:07:08.980519 281473472625344 cross_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]: I0808 22:07:09.852563 281473472625344 cross_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]: I0808 22:07:09.382890 281473472625344 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-2]: I0808 22:07:09.443644 281473472625344 cross_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]: 2023-08-08 22:07:12.662704: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:46701 [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]: I0808 22:07:09.032841 281473472625344 cross_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]: I0808 22:07:09.391833 281473472625344 cross_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]: I0808 22:07:09.903187 281473472625344 cross_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]: I0808 22:07:09.494552 281473472625344 cross_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]: I0808 22:07:09.083449 281473472625344 cross_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]: I0808 22:07:09.443268 281473472625344 cross_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]: I0808 22:07:09.955251 281473472625344 cross_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-2]: I0808 22:07:09.545156 281473472625344 cross_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]: I0808 22:07:09.134773 281473472625344 cross_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]: I0808 22:07:09.494154 281473472625344 cross_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]: 2023-08-08 22:07:12.667443: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [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:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: 2023-08-08 22:07:12.667143: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 8739670740489057163 [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]: I0808 22:07:10.006142 281473472625344 cross_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: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]: I0808 22:07:12.669331 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:12.669896 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: I0808 22:07:10.057517 281473472625344 cross_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:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:12.721557 281473472625344 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:12.721649 281473472625344 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-1]: I0808 22:07:10.108142 281473472625344 cross_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:Check health not enabled. [worker-3]: I0808 22:07:09.544770 281473472625344 cross_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:Check health not enabled. [worker-0]: I0808 22:07:09.185341 281473472625344 cross_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]: I0808 22:07:12.669471 281473472625344 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]: I0808 22:07:12.722081 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:09.595805 281473472625344 cross_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]: I0808 22:07:12.722260 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: I0808 22:07:09.595412 281473472625344 cross_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:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0808 22:07:09.236459 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, 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:epoch 5 finished [worker-0]: I0808 22:07:12.669353 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0808 22:07:10.150490 281473472625344 failure_handler_test.py:195] epoch 5 finished [worker-2]: I0808 22:07:12.722325 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, 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-3]: I0808 22:07:12.722507 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0808 22:07:09.646530 281473472625344 cross_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]: I0808 22:07:09.646069 281473472625344 cross_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]: I0808 22:07:12.721545 281473472625344 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU: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-1]: I0808 22:07:10.159549 281473472625344 cross_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:Check health not enabled. [worker-2]: I0808 22:07:09.697545 281473472625344 cross_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]: I0808 22:07:09.697084 281473472625344 cross_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]: I0808 22:07:09.286721 281473472625344 cross_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]: I0808 22:07:12.722080 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [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]: I0808 22:07:10.210198 281473472625344 cross_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:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0808 22:07:09.750838 281473472625344 cross_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]: I0808 22:07:09.340296 281473472625344 cross_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]: I0808 22:07:12.722326 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, 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:epoch 4 finished [worker-1]: I0808 22:07:10.260829 281473472625344 cross_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]: I0808 22:07:09.383076 281473472625344 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]: I0808 22:07:09.392016 281473472625344 cross_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]: I0808 22:07:09.443853 281473472625344 cross_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]: I0808 22:07:09.494266 281473472625344 cross_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]: I0808 22:07:10.311484 281473472625344 cross_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]: I0808 22:07:09.545457 281473472625344 cross_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]: I0808 22:07:10.362185 281473472625344 cross_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]: I0808 22:07:09.595598 281473472625344 cross_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]: I0808 22:07:09.801692 281473472625344 cross_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-1]: I0808 22:07:10.412832 281473472625344 cross_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]: I0808 22:07:09.646759 281473472625344 cross_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]: I0808 22:07:09.852420 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:09.903277 281473472625344 cross_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]: I0808 22:07:10.463860 281473472625344 cross_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]: I0808 22:07:12.721545 281473472625344 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-2]: I0808 22:07:09.955183 281473472625344 cross_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:Check health not enabled. [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]: I0808 22:07:09.750594 281473472625344 cross_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]: I0808 22:07:10.006684 281473472625344 cross_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]: I0808 22:07:09.801405 281473472625344 cross_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]: I0808 22:07:09.699083 281473472625344 cross_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]: I0808 22:07:12.722082 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: I0808 22:07:10.057512 281473472625344 cross_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:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, 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:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I0808 22:07:12.722329 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0808 22:07:09.851974 281473472625344 cross_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]: I0808 22:07:10.108247 281473472625344 cross_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:Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:epoch 5 finished [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I0808 22:07:09.902879 281473472625344 cross_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:Start watcher for peer's signal. [worker-1]: I0808 22:07:29.522643 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: I0808 22:07:10.150512 281473472625344 failure_handler_test.py:195] epoch 5 finished [worker-0]: I0808 22:07:29.534359 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: I0808 22:07:29.534883 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I0808 22:07:29.535186 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [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]: I0808 22:07:10.514654 281473472625344 cross_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]: I0808 22:07:09.751128 281473472625344 cross_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:Start watcher for local signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I0808 22:07:29.523391 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [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]: I0808 22:07:29.535903 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-0]: I0808 22:07:29.535223 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-2]: I0808 22:07:10.159383 281473472625344 cross_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]: I0808 22:07:29.535480 281473472625344 failure_handling.py:674] Start watcher for local signal. [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]: I0808 22:07:09.954832 281473472625344 cross_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 initialized or restored. [worker-0]: I0808 22:07:09.801567 281473472625344 cross_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 initialized or restored. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I0808 22:07:29.536192 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [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]: I0808 22:07:10.006260 281473472625344 cross_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]: I0808 22:07:10.566731 281473472625344 cross_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]: I0808 22:07:29.535708 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: I0808 22:07:29.523647 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [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]: 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]: 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]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:10.210258 281473472625344 cross_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]: I0808 22:07:10.057252 281473472625344 cross_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]: I0808 22:07:10.617621 281473472625344 cross_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]: Instructions for updating: [worker-3]: Instructions for updating: [worker-0]: I0808 22:07:29.535468 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [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]: 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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: I0808 22:07:09.852723 281473472625344 cross_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]: I0808 22:07:10.260736 281473472625344 cross_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]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: I0808 22:07:10.107799 281473472625344 cross_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-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]: W0808 22:07:29.536025 281473472625344 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]: W0808 22:07:29.523979 281473472625344 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]: 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]: I0808 22:07:10.150194 281473472625344 failure_handler_test.py:195] epoch 5 finished [worker-3]: W0808 22:07:29.536551 281473472625344 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]: I0808 22:07:10.311507 281473472625344 cross_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]: Instructions for updating: [worker-2]: Instructions for updating: [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]: I0808 22:07:09.903158 281473472625344 cross_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]: I0808 22:07:10.668436 281473472625344 cross_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]: Instructions for updating: [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]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: I0808 22:07:10.158945 281473472625344 cross_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]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: I0808 22:07:10.362110 281473472625344 cross_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]: I0808 22:07:10.412837 281473472625344 cross_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]: I0808 22:07:10.464028 281473472625344 cross_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]: I0808 22:07:10.514749 281473472625344 cross_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]: I0808 22:07:10.566751 281473472625344 cross_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]: 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:11.386683 281473472625344 cross_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]: I0808 22:07:11.438402 281473472625344 cross_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]: I0808 22:07:11.489172 281473472625344 cross_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]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: I0808 22:07:09.955584 281473472625344 cross_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]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: INFO:tensorflow:Start training at 0 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:29.536277 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start training at 0 [worker-3]: I0808 22:07:10.209892 281473472625344 cross_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]: I0808 22:07:11.541169 281473472625344 cross_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]: I0808 22:07:10.719121 281473472625344 cross_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]: W0808 22:07:29.535781 281473472625344 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]: I0808 22:07:29.536764 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-0]: I0808 22:07:10.006066 281473472625344 cross_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: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-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]: I0808 22:07:29.524186 281473472625344 failure_handler_test.py:197] Start training at 0 [worker-2]: I0808 22:07:11.592420 281473472625344 cross_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]: I0808 22:07:10.057759 281473472625344 cross_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]: I0808 22:07:10.769849 281473472625344 cross_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]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0808 22:07:10.108024 281473472625344 cross_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]: I0808 22:07:11.643293 281473472625344 cross_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]: I0808 22:07:10.820499 281473472625344 cross_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 5 finished [worker-2]: INFO:tensorflow:epoch 7 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-0]: I0808 22:07:10.150344 281473472625344 failure_handler_test.py:195] epoch 5 finished [worker-1]: I0808 22:07:10.871162 281473472625344 cross_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]: I0808 22:07:11.686135 281473472625344 failure_handler_test.py:195] 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-2]: INFO:tensorflow:Training finished. [worker-1]: INFO:tensorflow:epoch 6 finished [worker-2]: I0808 22:07:11.687408 281473472625344 failure_handler_test.py:245] Training finished. [worker-0]: I0808 22:07:10.159539 281473472625344 cross_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]: I0808 22:07:10.913597 281473472625344 failure_handler_test.py:195] epoch 6 finished [worker-3]: I0808 22:07:10.260410 281473472625344 cross_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, 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= 1 [worker-1]: I0808 22:07:11.024642 281473472625344 cross_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]: I0808 22:07:10.311370 281473472625344 cross_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]: I0808 22:07:10.463654 281473472625344 cross_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, 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CommunicationImplementation.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-0]: I0808 22:07:10.617492 281473472625344 cross_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]: I0808 22:07:10.769377 281473472625344 cross_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]: I0808 22:07:11.386639 281473472625344 cross_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]: Instructions for updating: [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. 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num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0808 22:07:30.398012 281473472625344 cross_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]: I0808 22:07:30.398060 281473472625344 cross_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]: I0808 22:07:30.398342 281473472625344 cross_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]: I0808 22:07:30.416741 281473472625344 cross_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]: I0808 22:07:30.487623 281473472625344 cross_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]: I0808 22:07:30.501674 281473472625344 cross_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]: I0808 22:07:30.488848 281473472625344 cross_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]: I0808 22:07:30.492926 281473472625344 cross_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 0xffff9069dea0> 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 0xffff9069dea0> 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 0xffff9869dea0> 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]: W0808 22:07:30.596644 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffff9069dea0> 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]: W0808 22:07:30.596829 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffff9069dea0> 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]: W0808 22:07:30.596864 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffff9869dea0> 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 0xfffec86a5ea0> 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]: W0808 22:07:30.601161 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffec86a5ea0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:30.607751 281473472625344 cross_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]: I0808 22:07:30.613008 281473472625344 cross_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]: I0808 22:07:30.618713 281473472625344 cross_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]: I0808 22:07:30.634416 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xfffec86a6dd0> 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 0xffff9069edd0> 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]: W0808 22:07:30.737679 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffec86a6dd0> 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]: W0808 22:07:30.737852 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffff9069edd0> 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 0xffff9869edd0> 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]: W0808 22:07:30.737888 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffff9869edd0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:30.748956 281473472625344 cross_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 0xffff9069edd0> 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]: W0808 22:07:30.746947 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffff9069edd0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I0808 22:07:30.758923 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I0808 22:07:30.768881 281473472625344 cross_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]: I0808 22:07:30.748697 281473472625344 cross_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]: I0808 22:07:30.846001 281473472625344 cross_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]: I0808 22:07:30.851822 281473472625344 cross_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]: I0808 22:07:30.852672 281473472625344 cross_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]: I0808 22:07:30.872047 281473472625344 cross_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]: I0808 22:07:30.953924 281473472625344 cross_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]: I0808 22:07:30.982665 281473472625344 cross_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]: I0808 22:07:30.993241 281473472625344 cross_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]: I0808 22:07:31.034041 281473472625344 cross_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]: I0808 22:07:31.134217 281473472625344 cross_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]: I0808 22:07:31.145018 281473472625344 cross_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]: I0808 22:07:31.141792 281473472625344 cross_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]: I0808 22:07:31.142129 281473472625344 cross_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]: I0808 22:07:31.242105 281473472625344 cross_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]: I0808 22:07:31.256291 281473472625344 cross_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]: I0808 22:07:31.258301 281473472625344 cross_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]: I0808 22:07:31.292722 281473472625344 cross_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]: I0808 22:07:31.389678 281473472625344 cross_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]: I0808 22:07:31.390498 281473472625344 cross_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]: I0808 22:07:31.392009 281473472625344 cross_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]: I0808 22:07:31.398902 281473472625344 cross_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]: I0808 22:07:31.463607 281473472625344 cross_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]: I0808 22:07:31.464246 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:31.466414 281473472625344 cross_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]: I0808 22:07:31.466630 281473472625344 cross_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]: I0808 22:07:31.559121 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, 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I0808 22:07:31.878569 281473472625344 cross_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]: I0808 22:07:31.870456 281473472625344 cross_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]: I0808 22:07:31.879399 281473472625344 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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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0808 22:07:33.867656 281473472625344 cross_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]: I0808 22:07:33.868458 281473472625344 cross_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]: I0808 22:07:33.893949 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-1]: I0808 22:07:34.031859 281473472625344 failure_handler_test.py:195] epoch 1 finished [worker-3]: I0808 22:07:34.029465 281473472625344 failure_handler_test.py:195] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-2]: I0808 22:07:34.034420 281473472625344 failure_handler_test.py:195] epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-0]: I0808 22:07:34.056649 281473472625344 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-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]: I0808 22:07:34.072629 281473472625344 cross_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]: I0808 22:07:34.080696 281473472625344 cross_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]: I0808 22:07:34.071997 281473472625344 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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22:07:34.194195 281473472625344 cross_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]: I0808 22:07:34.207880 281473472625344 cross_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]: I0808 22:07:34.228349 281473472625344 cross_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]: 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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]: 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]: I0808 22:07:34.651889 281473472625344 cross_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]: I0808 22:07:34.652158 281473472625344 cross_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 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CommunicationImplementation.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]: I0808 22:07:34.899205 281473472625344 cross_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]: I0808 22:07:34.899422 281473472625344 cross_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]: I0808 22:07:34.899993 281473472625344 cross_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]: I0808 22:07:34.900440 281473472625344 cross_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]: I0808 22:07:34.990410 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-1]: I0808 22:07:35.060770 281473472625344 cross_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]: I0808 22:07:35.060021 281473472625344 cross_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]: I0808 22:07:35.123088 281473472625344 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]: I0808 22:07:35.852646 281473472625344 cross_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]: I0808 22:07:35.852693 281473472625344 cross_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]: I0808 22:07:35.873390 281473472625344 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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22:07:36.243266 281473472625344 cross_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]: I0808 22:07:36.255865 281473472625344 cross_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]: I0808 22:07:36.243196 281473472625344 cross_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]: I0808 22:07:36.361099 281473472625344 cross_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]: I0808 22:07:36.402378 281473472625344 cross_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]: I0808 22:07:36.512522 281473472625344 cross_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]: I0808 22:07:36.618453 281473472625344 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 I0808 22:07:36.650498 281473363507904 failure_handler_test.py:302] sending sigterm INFO:tensorflow:sigterm sent I0808 22:07:36.650975 281473363507904 failure_handler_test.py:306] sigterm sent [worker-2]: INFO:tensorflow:Member 2 has received termination notice. [worker-2]: I0808 22:07:36.720338 281473472625344 failure_handling.py:710] Member 2 has received termination notice. [worker-2]: INFO:tensorflow:Termination caught in main thread on preempted worker [worker-2]: I0808 22:07:36.721239 281473472625344 failure_handling.py:1159] Termination caught in main thread on preempted worker [worker-2]: INFO:tensorflow:RUN_TO_CHECKPOINT set to 52 [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]: I0808 22:07:36.722320 281473472625344 failure_handling.py:1168] RUN_TO_CHECKPOINT set to 52 [worker-3]: I0808 22:07:36.722649 281473472625344 cross_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:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: I0808 22:07:36.722544 281447185183200 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 0 received [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-2]: I0808 22:07:36.724832 281473472625344 failure_handling.py:1177] Sigterm acknowledgement from replica 0 received [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-0]: I0808 22:07:36.725773 281447277130208 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-3]: I0808 22:07:36.724911 281447386509792 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 1 received [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-2]: I0808 22:07:36.737095 281473472625344 failure_handling.py:1177] Sigterm acknowledgement from replica 1 received [worker-1]: I0808 22:07:36.737128 281447185183200 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 2 received [worker-2]: I0808 22:07:36.738371 281473472625344 failure_handling.py:1177] Sigterm acknowledgement from replica 2 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 3 received [worker-2]: I0808 22:07:36.738974 281473472625344 failure_handling.py:1177] Sigterm acknowledgement from replica 3 received [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:36.749317 281473472625344 cross_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]: I0808 22:07:36.755728 281473472625344 cross_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]: I0808 22:07:36.763484 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: I0808 22:07:36.838464 281473472625344 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I0808 22:07:36.842005 281473472625344 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: I0808 22:07:36.867206 281473472625344 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I0808 22:07:36.867086 281473472625344 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/workertemp_3/fh_ckpt [worker-3]: I0808 22:07:36.893064 281473472625344 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/workertemp_3/fh_ckpt [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I0808 22:07:36.900555 281473472625344 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: I0808 22:07:36.900952 281473472625344 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/workertemp_2/fh_ckpt [worker-2]: I0808 22:07:36.913003 281473472625344 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/workertemp_2/fh_ckpt [worker-2]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-2]: I0808 22:07:36.914623 281473472625344 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: I0808 22:07:36.914852 281473472625344 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/workertemp_1/fh_ckpt [worker-1]: I0808 22:07:36.914830 281473472625344 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/workertemp_1/fh_ckpt [worker-1]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-1]: I0808 22:07:36.921374 281473472625344 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I0808 22:07:36.921749 281473472625344 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/fh_ckpt [worker-0]: I0808 22:07:36.947648 281473472625344 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/1974f2236c3f9f2f111c0901320a7b90t8pcojgd/tmpiwv61b7g/fh_ckpt [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-0]: I0808 22:07:36.949306 281473472625344 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: I0808 22:07:36.949685 281473472625344 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. INFO:tensorflow:restarting workers I0808 22:07:38.656020 281473363507904 failure_handler_test.py:309] restarting workers INFO:tensorflow:workers restarted I0808 22:07:38.766607 281473363507904 failure_handler_test.py:313] workers restarted [worker-0]: I0808 22:07:38.789684 281473472625344 multi_process_runner.py:840] Subprocess with PID 618486 (worker, 0) is now being started. [worker-0]: I0808 22:07:38.790186 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:38657", "localhost:43099", "localhost:39823", "localhost:46701"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I0808 22:07:38.804873 281473472625344 multi_process_runner.py:840] Subprocess with PID 618504 (worker, 1) is now being started. [worker-1]: I0808 22:07:38.805394 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:38657", "localhost:43099", "localhost:39823", "localhost:46701"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I0808 22:07:38.821505 281473472625344 multi_process_runner.py:840] Subprocess with PID 618542 (worker, 2) is now being started. [worker-2]: I0808 22:07:38.821967 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:38657", "localhost:43099", "localhost:39823", "localhost:46701"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I0808 22:07:38.823575 281473472625344 multi_process_runner.py:840] Subprocess with PID 618570 (worker, 3) is now being started. [worker-3]: I0808 22:07:38.824049 281473472625344 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:38657", "localhost:43099", "localhost:39823", "localhost:46701"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: 2023-08-08 22:07:38.861788: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:39823 [worker-1]: 2023-08-08 22:07:38.871452: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:43099 [worker-3]: 2023-08-08 22:07:38.877000: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:46701 [worker-0]: 2023-08-08 22:07:39.121574: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:38657 [worker-0]: 2023-08-08 22:07:39.126481: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 2848346298309309369 [worker-0]: 2023-08-08 22:07:39.126544: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 5878490319219954583 [worker-2]: 2023-08-08 22:07:39.129794: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-1]: 2023-08-08 22:07:39.129899: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-08-08 22:07:39.135691: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 15963102520707715932 [worker-3]: 2023-08-08 22:07:39.135949: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-0]: 2023-08-08 22:07:39.147383: I tensorflow/tsl/distributed_runtime/coordination/coordination_service.cc:551] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 14564300409444320866 [worker-0]: 2023-08-08 22:07:39.147590: I tensorflow/tsl/distributed_runtime/coordination/coordination_service_agent.cc:299] Coordination agent has successfully connected. [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I0808 22:07:39.150046 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I0808 22:07:39.151704 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-3]: I0808 22:07:39.150329 281473472625344 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]: I0808 22:07:39.150548 281473472625344 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I0808 22:07:39.206075 281473472625344 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]: I0808 22:07:39.206717 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I0808 22:07:39.206969 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, 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]: I0808 22:07:39.218633 281473472625344 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]: I0808 22:07:39.219315 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I0808 22:07:39.219569 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, 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]: I0808 22:07:39.221211 281473472625344 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]: I0808 22:07:39.221852 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I0808 22:07:39.222110 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I0808 22:07:39.221840 281473472625344 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]: I0808 22:07:39.222472 281473472625344 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I0808 22:07:39.222732 281473472625344 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:38657', 'localhost:43099', 'localhost:39823', 'localhost:46701']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I0808 22:07:39.296572 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I0808 22:07:39.296596 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I0808 22:07:39.297405 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I0808 22:07:39.297000 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I0808 22:07:39.296566 281473472625344 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: I0808 22:07:39.297675 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: INFO:tensorflow:Start watcher for local signal. [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-3]: I0808 22:07:39.298774 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-0]: I0808 22:07:39.297693 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-2]: Instructions for updating: [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I0808 22:07:39.297963 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: I0808 22:07:39.299082 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: W0808 22:07:39.298013 281473472625344 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]: 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-1]: INFO:tensorflow:Start watcher for local signal. [worker-2]: Instructions for updating: [worker-0]: Instructions for updating: [worker-3]: Instructions for updating: [worker-1]: I0808 22:07:39.316693 281473472625344 failure_handling.py:674] Start watcher for local signal. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W0808 22:07:39.299428 281473472625344 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: W0808 22:07:39.298314 281473472625344 deprecation.py:50] From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 52 [worker-0]: I0808 22:07:39.298523 281473472625344 failure_handler_test.py:197] Start training at 52 [worker-0]: INFO:tensorflow:training restarted [worker-0]: I0808 22:07:39.330404 281473472625344 failure_handler_test.py:207] training restarted [worker-1]: I0808 22:07:39.317135 281473472625344 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: Instructions for updating: [worker-2]: INFO:tensorflow:Start training at 52 [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: I0808 22:07:39.298221 281473472625344 failure_handler_test.py:197] Start training at 52 [worker-3]: INFO:tensorflow:Start training at 52 [worker-1]: Instructions for updating: [worker-2]: INFO:tensorflow:training restarted [worker-3]: I0808 22:07:39.299637 281473472625344 failure_handler_test.py:197] Start training at 52 [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: I0808 22:07:39.309354 281473472625344 failure_handler_test.py:207] training restarted [worker-3]: INFO:tensorflow:training restarted [worker-1]: W0808 22:07:39.317521 281473472625344 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]: I0808 22:07:39.331315 281473472625344 failure_handler_test.py:207] training restarted [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start training at 52 [worker-1]: I0808 22:07:39.317738 281473472625344 failure_handler_test.py:197] Start training at 52 [worker-1]: INFO:tensorflow:training restarted [worker-1]: I0808 22:07:39.377356 281473472625344 failure_handler_test.py:207] training restarted [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]: I0808 22:07:39.619770 281473472625344 cross_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]: I0808 22:07:39.649160 281473472625344 cross_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]: I0808 22:07:39.663918 281473472625344 cross_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]: I0808 22:07:40.064228 281473472625344 cross_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]: I0808 22:07:40.139945 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I0808 22:07:40.150997 281473472625344 cross_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]: I0808 22:07:40.162205 281473472625344 cross_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]: I0808 22:07:40.181959 281473472625344 cross_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]: I0808 22:07:40.256532 281473472625344 cross_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]: I0808 22:07:40.261884 281473472625344 cross_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]: I0808 22:07:40.259100 281473472625344 cross_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]: I0808 22:07:40.274710 281473472625344 cross_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]: I0808 22:07:40.399776 281473472625344 cross_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]: I0808 22:07:40.409217 281473472625344 cross_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]: I0808 22:07:40.409474 281473472625344 cross_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]: I0808 22:07:40.425382 281473472625344 cross_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]: I0808 22:07:40.534830 281473472625344 cross_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]: I0808 22:07:40.535034 281473472625344 cross_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]: I0808 22:07:40.538027 281473472625344 cross_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]: I0808 22:07:40.561183 281473472625344 cross_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 0xfffee06a93f0> 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]: W0808 22:07:40.632829 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffee06a93f0> 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 0xfffec86ad120> 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]: W0808 22:07:40.632024 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffec86ad120> 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]: I0808 22:07:40.644155 281473472625344 cross_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]: I0808 22:07:40.645382 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xfffef06a9120> 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]: W0808 22:07:40.656488 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffef06a9120> 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 0xfffed06a9120> 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]: W0808 22:07:40.656784 281473472625344 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xfffed06a9120> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:40.668025 281473472625344 cross_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]: I0808 22:07:40.668603 281473472625344 cross_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 0xfffee06aacb0> 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]: W0808 22:07:40.729418 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffee06aacb0> 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 0xfffef06aacb0> 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]: W0808 22:07:40.736171 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffef06aacb0> 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 0xfffec86aecb0> 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]: W0808 22:07:40.735777 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffec86aecb0> 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]: I0808 22:07:40.742023 281473472625344 cross_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]: I0808 22:07:40.748650 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xfffed06aacb0> 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]: W0808 22:07:40.748418 281473472625344 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xfffed06aacb0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:40.759897 281473472625344 cross_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]: I0808 22:07:40.749499 281473472625344 cross_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]: I0808 22:07:40.828546 281473472625344 cross_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]: I0808 22:07:40.839496 281473472625344 cross_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]: I0808 22:07:40.872356 281473472625344 cross_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]: I0808 22:07:40.881908 281473472625344 cross_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-2]: INFO:tensorflow:epoch 3 finished [worker-3]: I0808 22:07:40.996205 281473472625344 failure_handler_test.py:195] epoch 3 finished [worker-2]: I0808 22:07:40.996451 281473472625344 failure_handler_test.py:195] epoch 3 finished [worker-1]: INFO:tensorflow:epoch 3 finished [worker-1]: I0808 22:07:40.996610 281473472625344 failure_handler_test.py:195] epoch 3 finished [worker-0]: INFO:tensorflow:epoch 3 finished [worker-0]: I0808 22:07:41.005815 281473472625344 failure_handler_test.py:195] epoch 3 finished [worker-3]: INFO:tensorflow:Collective all_reduce 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= 1 [worker-2]: I0808 22:07:41.703715 281473472625344 cross_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]: I0808 22:07:41.715531 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:41.816354 281473472625344 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-1]: I0808 22:07:41.957410 281473472625344 cross_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]: I0808 22:07:41.986698 281473472625344 cross_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]: I0808 22:07:42.061978 281473472625344 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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22:07:43.299787 281473472625344 cross_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]: I0808 22:07:43.300442 281473472625344 cross_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]: I0808 22:07:43.312261 281473472625344 cross_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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= 1 [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]: I0808 22:07:43.882554 281473472625344 cross_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]: I0808 22:07:43.902354 281473472625344 cross_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]: I0808 22:07:43.894964 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-3]: I0808 22:07:45.619449 281473472625344 cross_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]: I0808 22:07:45.618970 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I0808 22:07:45.622419 281473472625344 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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22:07:45.700681 281473472625344 cross_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]: I0808 22:07:45.705729 281473472625344 cross_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]: I0808 22:07:45.694827 281473472625344 cross_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]: I0808 22:07:45.775970 281473472625344 cross_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]: I0808 22:07:45.778619 281473472625344 cross_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]: I0808 22:07:45.786887 281473472625344 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 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= 1 [worker-1]: I0808 22:07:46.746296 281473472625344 cross_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]: 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]: I0808 22:07:46.839176 281473472625344 cross_device_ops.py:1154] Collective 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I0808 22:07:47.202220 281473472625344 cross_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]: I0808 22:07:47.202214 281473472625344 cross_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]: I0808 22:07:47.145570 281473472625344 cross_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]: I0808 22:07:47.203503 281473472625344 cross_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]: I0808 22:07:47.201689 281473472625344 cross_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]: I0808 22:07:47.277426 281473472625344 cross_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]: I0808 22:07:47.279131 281473472625344 cross_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]: I0808 22:07:47.277564 281473472625344 cross_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]: I0808 22:07:47.277531 281473472625344 cross_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]: I0808 22:07:47.359019 281473472625344 cross_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]: I0808 22:07:47.359395 281473472625344 cross_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]: I0808 22:07:47.359122 281473472625344 cross_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]: I0808 22:07:47.360071 281473472625344 cross_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]: I0808 22:07:47.421341 281473472625344 cross_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]: I0808 22:07:47.421480 281473472625344 cross_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]: I0808 22:07:47.421735 281473472625344 cross_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]: I0808 22:07:47.422636 281473472625344 cross_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-0]: I0808 22:07:47.481080 281473472625344 cross_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]: I0808 22:07:47.480902 281473472625344 cross_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]: I0808 22:07:47.481884 281473472625344 cross_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-1]: INFO:tensorflow:epoch 7 finished [worker-0]: I0808 22:07:47.529263 281473472625344 failure_handler_test.py:195] epoch 7 finished [worker-2]: INFO:tensorflow:epoch 7 finished [worker-1]: I0808 22:07:47.529414 281473472625344 failure_handler_test.py:195] epoch 7 finished [worker-0]: INFO:tensorflow:Training finished. [worker-2]: I0808 22:07:47.529520 281473472625344 failure_handler_test.py:195] epoch 7 finished [worker-3]: I0808 22:07:47.481253 281473472625344 cross_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]: I0808 22:07:47.530642 281473472625344 failure_handler_test.py:245] Training finished. [worker-2]: INFO:tensorflow:Training finished. [worker-3]: INFO:tensorflow:epoch 7 finished [worker-1]: INFO:tensorflow:Training finished. [worker-3]: I0808 22:07:47.529127 281473472625344 failure_handler_test.py:195] epoch 7 finished [worker-2]: I0808 22:07:47.530869 281473472625344 failure_handler_test.py:245] Training finished. [worker-3]: INFO:tensorflow:Training finished. [worker-3]: I0808 22:07:47.530367 281473472625344 failure_handler_test.py:245] Training finished. [worker-1]: I0808 22:07:47.530724 281473472625344 failure_handler_test.py:245] Training finished. I0808 22:07:47.694591 281473363507904 multi_process_runner.py:646] worker-0 exit code: 0 I0808 22:07:47.694974 281473363507904 multi_process_runner.py:646] worker-1 exit code: 0 I0808 22:07:47.695162 281473363507904 multi_process_runner.py:646] worker-2 exit code: 0 I0808 22:07:47.695336 281473363507904 multi_process_runner.py:646] worker-3 exit code: 0 I0808 22:07:47.697628 281473363507904 multi_process_runner.py:662] Joining log reading threads. I0808 22:07:47.697958 281473363507904 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker): 35.62s I0808 22:07:47.971492 281473363507904 test_util.py:2475] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker): 35.62s [ OK ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_manager_strategyoption_MWMSmultiworker ====================================================================== ERROR: test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker (__main__.PreemptionCheckpointTest) PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_manager_strategyoption_MWMSmultiworker(api_wrapping_train=False, input_arg='manager', strategy_option='MWMS_multi_worker') ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/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 ---------------------------------------------------------------------- Ran 4 tests in 55.063s FAILED (errors=1) ================================================================================ ==================== Test output for //tensorflow/tsl/profiler/rpc/client:profiler_client_test: [==========] Running 5 tests from 1 test suite. [----------] Global test environment set-up. [----------] 5 tests from RemoteProfilerSession [ RUN ] RemoteProfilerSession.Simple 2023-08-08 22:09:35.298896: I tensorflow/tsl/profiler/rpc/profiler_server.cc:46] Profiler server listening on [::]:60091 selected port:60091 2023-08-08 22:09:35.299075: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:62] Started localhost:60091 at 2023-08-08T22:09:35.299022323+00:00 2023-08-08 22:09:35.299098: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:63] Duration: 10ms 2023-08-08 22:09:35.299240: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:122] Asynchronous gRPC Profile() to localhost:60091 2023-08-08 22:09:35.299377: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:140] Waiting for completion. 2023-08-08 22:09:35.301669: I tensorflow/tsl/profiler/lib/profiler_session.cc:104] Profiler session initializing. 2023-08-08 22:09:35.301707: I tensorflow/tsl/profiler/lib/profiler_session.cc:119] Profiler session started. 2023-08-08 22:09:35.312437: I tensorflow/tsl/profiler/lib/profiler_session.cc:70] Profiler session collecting data. 2023-08-08 22:09:35.312699: I tensorflow/tsl/profiler/rpc/client/save_profile.cc:144] Collecting XSpace to repository: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/be21e2e08a187daa4953c308b5ee489d/test_session/localhost_60091.xplane.pb 2023-08-08 22:09:35.312856: I tensorflow/tsl/profiler/lib/profiler_session.cc:131] Profiler session tear down. 2023-08-08 22:09:35.313928: I tensorflow/tsl/profiler/rpc/profiler_server.cc:55] Profiler server was shut down [ OK ] RemoteProfilerSession.Simple (16 ms) [ RUN ] RemoteProfilerSession.WaitNotCalled 2023-08-08 22:09:35.315240: I tensorflow/tsl/profiler/rpc/profiler_server.cc:46] Profiler server listening on [::]:43128 selected port:43128 2023-08-08 22:09:35.315305: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:62] Started localhost:43128 at 2023-08-08T22:09:35.315280453+00:00 2023-08-08 22:09:35.315322: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:63] Duration: 10ms 2023-08-08 22:09:35.315452: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:122] Asynchronous gRPC Profile() to localhost:43128 2023-08-08 22:09:35.315594: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:140] Waiting for completion. 2023-08-08 22:09:35.316998: I tensorflow/tsl/profiler/lib/profiler_session.cc:104] Profiler session initializing. 2023-08-08 22:09:35.317035: I tensorflow/tsl/profiler/lib/profiler_session.cc:119] Profiler session started. 2023-08-08 22:09:35.327178: I tensorflow/tsl/profiler/lib/profiler_session.cc:70] Profiler session collecting data. 2023-08-08 22:09:35.327338: I tensorflow/tsl/profiler/rpc/client/save_profile.cc:144] Collecting XSpace to repository: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/be21e2e08a187daa4953c308b5ee489d/test_session/localhost_43128.xplane.pb 2023-08-08 22:09:35.327538: I tensorflow/tsl/profiler/lib/profiler_session.cc:131] Profiler session tear down. 2023-08-08 22:09:35.328580: I tensorflow/tsl/profiler/rpc/profiler_server.cc:55] Profiler server was shut down [ OK ] RemoteProfilerSession.WaitNotCalled (14 ms) [ RUN ] RemoteProfilerSession.Timeout 2023-08-08 22:09:35.329767: I tensorflow/tsl/profiler/rpc/profiler_server.cc:46] Profiler server listening on [::]:39717 selected port:39717 2023-08-08 22:09:35.329833: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:62] Started localhost:39717 at 2023-08-08T22:09:35.329808923+00:00 2023-08-08 22:09:35.329849: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:63] Duration: 10ms 2023-08-08 22:09:35.329980: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:122] Asynchronous gRPC Profile() to localhost:39717 2023-08-08 22:09:35.330125: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:140] Waiting for completion. 2023-08-08 22:09:35.330486: W tensorflow/tsl/profiler/rpc/client/profiler_client.cc:161] DEADLINE_EXCEEDED: Deadline Exceeded 2023-08-08 22:09:35.330725: I tensorflow/tsl/profiler/rpc/profiler_server.cc:55] Profiler server was shut down [ OK ] RemoteProfilerSession.Timeout (2 ms) [ RUN ] RemoteProfilerSession.LongDeadline 2023-08-08 22:09:35.331640: I tensorflow/tsl/profiler/rpc/profiler_server.cc:46] Profiler server listening on [::]:57304 selected port:57304 2023-08-08 22:09:35.331699: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:62] Started localhost:57304 at 2023-08-08T22:09:35.331674362+00:00 2023-08-08 22:09:35.331714: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:63] Duration: 10ms 2023-08-08 22:09:35.331821: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:122] Asynchronous gRPC Profile() to localhost:57304 2023-08-08 22:09:35.331938: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:140] Waiting for completion. 2023-08-08 22:09:35.333019: I tensorflow/tsl/profiler/lib/profiler_session.cc:104] Profiler session initializing. 2023-08-08 22:09:35.333046: I tensorflow/tsl/profiler/lib/profiler_session.cc:119] Profiler session started. 2023-08-08 22:09:35.343604: I tensorflow/tsl/profiler/lib/profiler_session.cc:70] Profiler session collecting data. 2023-08-08 22:09:35.343760: I tensorflow/tsl/profiler/rpc/client/save_profile.cc:144] Collecting XSpace to repository: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/be21e2e08a187daa4953c308b5ee489d/test_session/localhost_57304.xplane.pb 2023-08-08 22:09:35.343959: I tensorflow/tsl/profiler/lib/profiler_session.cc:131] Profiler session tear down. 2023-08-08 22:09:35.344764: I tensorflow/tsl/profiler/rpc/profiler_server.cc:55] Profiler server was shut down [ OK ] RemoteProfilerSession.LongDeadline (14 ms) [ RUN ] RemoteProfilerSession.LongDuration 2023-08-08 22:09:35.345723: I tensorflow/tsl/profiler/rpc/profiler_server.cc:46] Profiler server listening on [::]:60711 selected port:60711 2023-08-08 22:09:35.345779: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:62] Started localhost:60711 at 2023-08-08T22:09:35.345755085+00:00 2023-08-08 22:09:35.345796: I ./tensorflow/tsl/profiler/rpc/client/profiler_client_test_util.h:63] Duration: 3s 2023-08-08 22:09:35.345911: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:122] Asynchronous gRPC Profile() to localhost:60711 2023-08-08 22:09:35.346025: I tensorflow/tsl/profiler/rpc/client/profiler_client.cc:140] Waiting for completion. 2023-08-08 22:09:35.347090: I tensorflow/tsl/profiler/lib/profiler_session.cc:104] Profiler session initializing. 2023-08-08 22:09:35.347125: I tensorflow/tsl/profiler/lib/profiler_session.cc:119] Profiler session started. 2023-08-08 22:09:38.348214: I tensorflow/tsl/profiler/lib/profiler_session.cc:70] Profiler session collecting data. 2023-08-08 22:09:41.326631: W tensorflow/tsl/profiler/rpc/client/profiler_client.cc:161] DEADLINE_EXCEEDED: Deadline Exceeded 2023-08-08 22:09:41.333808: I tensorflow/tsl/profiler/rpc/client/save_profile.cc:144] Collecting XSpace to repository: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/be21e2e08a187daa4953c308b5ee489d/test_session/localhost_60711.xplane.pb tensorflow/tsl/profiler/rpc/client/profiler_client_test.cc:142: Failure Value of: status.ok() Actual: false Expected: true tensorflow/tsl/profiler/rpc/client/profiler_client_test.cc:148: Failure Value of: elapsed Expected: is <= 5s Actual: 5.988001921s (of type absl::lts_20230125::Duration) 2023-08-08 22:09:41.334107: I tensorflow/tsl/profiler/lib/profiler_session.cc:131] Profiler session tear down. 2023-08-08 22:09:41.334646: I tensorflow/tsl/profiler/rpc/profiler_server.cc:55] Profiler server was shut down [ FAILED ] RemoteProfilerSession.LongDuration (5989 ms) [----------] 5 tests from RemoteProfilerSession (6037 ms total) [----------] Global test environment tear-down [==========] 5 tests from 1 test suite ran. (6037 ms total) [ PASSED ] 4 tests. [ FAILED ] 1 test, listed below: [ FAILED ] RemoteProfilerSession.LongDuration 1 FAILED TEST ================================================================================ //tensorflow/c:c_api_experimental_test PASSED in 27.3s //tensorflow/c:c_api_function_test PASSED in 29.5s //tensorflow/c:c_api_test_cpu PASSED in 33.5s //tensorflow/c:c_test PASSED in 28.1s //tensorflow/c:env_test_cpu PASSED in 31.5s //tensorflow/c:kernels_test_cpu PASSED in 34.6s //tensorflow/c:ops_test PASSED in 23.6s //tensorflow/c:tf_status_helper_test PASSED in 0.1s //tensorflow/c:while_loop_test PASSED in 33.7s //tensorflow/c/eager:c_api_cluster_test_cpu PASSED in 32.1s //tensorflow/c/eager:c_api_remote_function_test_cpu PASSED in 37.8s //tensorflow/c/eager:c_api_remote_test_cpu PASSED in 29.6s //tensorflow/c/eager:c_api_test_cpu PASSED in 36.9s //tensorflow/c/eager:custom_device_test PASSED in 34.3s //tensorflow/c/eager:dlpack_test_cpu PASSED in 31.5s //tensorflow/c/eager/parallel_device:parallel_device_lib_test PASSED in 32.2s //tensorflow/c/eager/parallel_device:parallel_device_remote_test PASSED in 29.9s //tensorflow/c/eager/parallel_device:parallel_device_test PASSED in 34.8s //tensorflow/c/experimental/filesystem/plugins/gcs:expiring_lru_cache_test PASSED in 0.2s //tensorflow/c/experimental/filesystem/plugins/gcs:ram_file_block_cache_test PASSED in 2.8s //tensorflow/c/experimental/grappler:grappler_test PASSED in 31.0s //tensorflow/c/experimental/next_pluggable_device:tensor_pjrt_buffer_util_test PASSED in 7.4s //tensorflow/c/experimental/ops/gen/common:case_format_test PASSED in 0.7s //tensorflow/c/experimental/ops/gen/cpp:cpp_generator_test PASSED in 1.0s //tensorflow/c/experimental/ops/gen/cpp/renderers:renderer_test PASSED in 0.5s //tensorflow/c/experimental/saved_model/core:constant_loading_test PASSED in 17.9s //tensorflow/c/experimental/saved_model/core:object_graph_traversal_test PASSED in 14.0s //tensorflow/c/experimental/saved_model/core:saved_variable_loading_test PASSED in 20.6s //tensorflow/c/experimental/saved_model/core:signature_flattening_test PASSED in 12.6s //tensorflow/c/experimental/saved_model/core:tf_concrete_function_loading_test PASSED in 14.1s //tensorflow/c/experimental/saved_model/core/ops:restore_ops_test PASSED in 11.7s //tensorflow/c/experimental/saved_model/core/ops:variable_ops_test PASSED in 21.3s //tensorflow/c/experimental/saved_model/internal:saved_model_api_test PASSED in 29.3s //tensorflow/c/experimental/stream_executor:stream_executor_test PASSED in 0.3s //tensorflow/c/kernels:bitcast_op_test PASSED in 1.1s //tensorflow/c/kernels:summary_op_benchmark_test PASSED in 1.3s //tensorflow/c/kernels:summary_op_test PASSED in 1.2s //tensorflow/c/kernels:tensor_shape_utils_test PASSED in 0.1s //tensorflow/cc:cc_op_gen_test PASSED in 0.2s //tensorflow/cc:client_client_session_test PASSED in 2.2s //tensorflow/cc:coordinator_test PASSED in 3.8s 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//tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_abi_knowledge.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_framework_legalize_to_llvm.mlir.test PASSED in 1.5s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_kernel_gpu_launch_to_llvm.mlir.test PASSED in 1.8s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_to_jit_invocations.mlir.test PASSED in 0.8s //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 0.8s //tensorflow/compiler/mlir/tosa/tests:lower-complex-types.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:lower_global_tensors.mlir.test PASSED in 0.7s //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 0.7s //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 0.8s //tensorflow/compiler/mlir/tosa/tests:tf-to-tosa-pipeline.mlir.test PASSED in 3.0s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-dequantize_softmax.mlir.test PASSED in 0.9s //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 6.4s //tensorflow/compiler/mlir/tosa/tests:verify_fully_converted.mlir.test PASSED in 0.7s //tensorflow/compiler/tests:adadelta_test_cpu PASSED in 19.2s //tensorflow/compiler/tests:adagrad_da_test_cpu PASSED in 15.0s //tensorflow/compiler/tests:adagrad_test_cpu PASSED in 19.4s //tensorflow/compiler/tests:adam_test_cpu PASSED in 17.3s //tensorflow/compiler/tests:add_n_test_cpu PASSED in 14.9s //tensorflow/compiler/tests:argminmax_test_cpu PASSED in 24.5s //tensorflow/compiler/tests:argminmax_test_cpu_mlir_bridge_test PASSED in 19.1s //tensorflow/compiler/tests:bucketize_op_test_cpu PASSED in 9.7s //tensorflow/compiler/tests:bucketize_op_test_cpu_mlir_bridge_test PASSED in 10.9s //tensorflow/compiler/tests:case_test_cpu PASSED in 12.0s //tensorflow/compiler/tests:cast_ops_test_cpu PASSED in 10.6s //tensorflow/compiler/tests:cast_ops_test_cpu_mlir_bridge_test PASSED in 9.9s //tensorflow/compiler/tests:categorical_op_test_cpu PASSED in 13.3s //tensorflow/compiler/tests:categorical_op_test_cpu_mlir_bridge_test PASSED in 14.0s //tensorflow/compiler/tests:cholesky_op_test_cpu PASSED in 19.7s //tensorflow/compiler/tests:cholesky_op_test_cpu_mlir_bridge_test PASSED in 21.2s //tensorflow/compiler/tests:clustering_test_cpu PASSED in 10.7s //tensorflow/compiler/tests:clustering_test_cpu_mlir_bridge_test PASSED in 26.6s //tensorflow/compiler/tests:concat_ops_test_cpu PASSED in 10.3s //tensorflow/compiler/tests:concat_ops_test_cpu_mlir_bridge_test PASSED in 9.5s //tensorflow/compiler/tests:cond_test_cpu PASSED in 11.4s //tensorflow/compiler/tests:const_arg_test_cpu PASSED in 9.0s //tensorflow/compiler/tests:const_test_cpu PASSED in 10.3s //tensorflow/compiler/tests:data_format_ops_test_cpu PASSED in 14.3s //tensorflow/compiler/tests:data_format_ops_test_cpu_mlir_bridge_test PASSED in 20.4s //tensorflow/compiler/tests:dense_layer_test_cpu PASSED in 40.9s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu PASSED in 12.1s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu_mlir_bridge_test PASSED in 12.7s //tensorflow/compiler/tests:dynamic_stitch_test_cpu PASSED in 11.1s //tensorflow/compiler/tests:dynamic_stitch_test_cpu_mlir_bridge_test PASSED in 9.4s //tensorflow/compiler/tests:eager_test_cpu PASSED in 21.6s //tensorflow/compiler/tests:einsum_op_test_cpu PASSED in 11.6s //tensorflow/compiler/tests:einsum_op_test_cpu_mlir_bridge_test PASSED in 10.7s //tensorflow/compiler/tests:ensure_shape_op_test_cpu PASSED in 11.8s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu PASSED in 9.5s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu_mlir_bridge_test PASSED in 9.9s //tensorflow/compiler/tests:fake_quant_ops_test_cpu PASSED in 15.7s //tensorflow/compiler/tests:fake_quant_ops_test_cpu_mlir_bridge_test PASSED in 19.7s //tensorflow/compiler/tests:fifo_queue_test_cpu PASSED in 12.7s //tensorflow/compiler/tests:fifo_queue_test_cpu_mlir_bridge_test PASSED in 11.0s //tensorflow/compiler/tests:ftrl_ops_test_cpu PASSED in 12.1s //tensorflow/compiler/tests:ftrl_ops_test_cpu_mlir_bridge_test PASSED in 33.4s //tensorflow/compiler/tests:function_test_cpu PASSED in 11.8s //tensorflow/compiler/tests:function_test_cpu_mlir_bridge_test PASSED in 15.0s //tensorflow/compiler/tests:gather_nd_op_test_cpu PASSED in 12.5s //tensorflow/compiler/tests:gather_nd_op_test_cpu_mlir_bridge_test PASSED in 10.3s //tensorflow/compiler/tests:gather_test_cpu PASSED in 67.2s //tensorflow/compiler/tests:gather_test_cpu_mlir_bridge_test PASSED in 51.1s //tensorflow/compiler/tests:jit_test_cpu PASSED in 65.7s //tensorflow/compiler/tests:listdiff_op_test_cpu PASSED in 11.8s //tensorflow/compiler/tests:listdiff_op_test_cpu_mlir_bridge_test PASSED in 20.3s //tensorflow/compiler/tests:lrn_ops_test_cpu PASSED in 10.1s //tensorflow/compiler/tests:lrn_ops_test_cpu_mlir_bridge_test PASSED in 11.3s //tensorflow/compiler/tests:lstm_test_cpu PASSED in 23.9s //tensorflow/compiler/tests:manip_ops_test_cpu PASSED in 16.0s //tensorflow/compiler/tests:manip_ops_test_cpu_mlir_bridge_test PASSED in 15.1s //tensorflow/compiler/tests:matrix_band_part_test_cpu PASSED in 47.6s //tensorflow/compiler/tests:matrix_band_part_test_cpu_mlir_bridge_test PASSED in 54.2s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu PASSED in 22.9s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu_mlir_bridge_test PASSED in 20.6s //tensorflow/compiler/tests:matrix_solve_op_test_cpu PASSED in 19.2s //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test PASSED in 12.6s //tensorflow/compiler/tests:matrix_triangular_solve_op_test_cpu PASSED in 23.7s //tensorflow/compiler/tests:matrix_triangular_solve_op_test_cpu_mlir_bridge_test PASSED in 32.8s //tensorflow/compiler/tests:momentum_test_cpu PASSED in 26.2s //tensorflow/compiler/tests:nary_ops_test_cpu PASSED in 10.6s //tensorflow/compiler/tests:nary_ops_test_cpu_mlir_bridge_test PASSED in 14.0s //tensorflow/compiler/tests:nullary_ops_test_cpu PASSED in 10.1s //tensorflow/compiler/tests:nullary_ops_test_cpu_mlir_bridge_test PASSED in 17.9s //tensorflow/compiler/tests:placeholder_test_cpu PASSED in 10.2s //tensorflow/compiler/tests:placeholder_test_cpu_mlir_bridge_test PASSED in 10.9s //tensorflow/compiler/tests:proximal_adagrad_test_cpu PASSED in 13.1s //tensorflow/compiler/tests:proximal_gradient_descent_test_cpu PASSED in 11.7s //tensorflow/compiler/tests:quantized_ops_test_cpu PASSED in 11.0s //tensorflow/compiler/tests:reduce_window_test_cpu PASSED in 11.0s //tensorflow/compiler/tests:reduce_window_test_cpu_mlir_bridge_test PASSED in 17.4s //tensorflow/compiler/tests:reshape_op_test_cpu PASSED in 13.4s //tensorflow/compiler/tests:reshape_op_test_cpu_mlir_bridge_test PASSED in 11.2s //tensorflow/compiler/tests:reverse_ops_test_cpu PASSED in 27.4s //tensorflow/compiler/tests:reverse_ops_test_cpu_mlir_bridge_test PASSED in 16.8s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu PASSED in 22.2s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu_mlir_bridge_test PASSED in 12.6s //tensorflow/compiler/tests:rmsprop_test_cpu PASSED in 19.8s //tensorflow/compiler/tests:scatter_nd_op_test_cpu PASSED in 26.4s //tensorflow/compiler/tests:scatter_nd_op_test_cpu_mlir_bridge_test PASSED in 27.9s //tensorflow/compiler/tests:searchsorted_op_test_cpu PASSED in 13.0s //tensorflow/compiler/tests:searchsorted_op_test_cpu_mlir_bridge_test PASSED in 18.2s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu PASSED in 46.2s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu_mlir_bridge_test PASSED in 42.3s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu PASSED in 22.0s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu_mlir_bridge_test PASSED in 43.9s //tensorflow/compiler/tests:slice_ops_test_cpu PASSED in 40.8s //tensorflow/compiler/tests:slice_ops_test_cpu_mlir_bridge_test PASSED in 25.5s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu PASSED in 27.2s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu_mlir_bridge_test PASSED in 11.3s //tensorflow/compiler/tests:stack_ops_test_cpu PASSED in 19.8s //tensorflow/compiler/tests:tensor_float_32_test_cpu PASSED in 28.6s //tensorflow/compiler/tests:tensor_float_32_test_cpu_mlir_bridge_test PASSED in 20.0s //tensorflow/compiler/tests:tensor_list_ops_test_cpu PASSED in 14.7s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu PASSED in 13.8s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu_mlir_bridge_test PASSED in 18.5s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu PASSED in 13.6s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu_mlir_bridge_test PASSED in 15.4s //tensorflow/compiler/tests:unique_ops_test_cpu PASSED in 10.4s //tensorflow/compiler/tests:variable_ops_test_cpu PASSED in 32.1s //tensorflow/compiler/tests:variable_ops_test_cpu_mlir_bridge_test PASSED in 40.9s //tensorflow/compiler/tests:where_op_test_cpu PASSED in 12.0s //tensorflow/compiler/tests:while_test_cpu PASSED in 12.1s //tensorflow/compiler/tests:xla_call_module_no_platform_check_test_cpu PASSED in 23.9s //tensorflow/compiler/tests:xla_call_module_no_shape_assertions_check_test_cpu PASSED in 12.8s //tensorflow/compiler/tests:xla_call_module_test_cpu PASSED in 17.5s //tensorflow/compiler/tests:xla_custom_call_ops_test_cpu PASSED in 11.2s //tensorflow/compiler/tests:xla_device_gpu_test_cpu PASSED in 11.4s //tensorflow/compiler/tests:xla_device_test_cpu PASSED in 18.4s //tensorflow/compiler/tests:xla_device_test_cpu_mlir_bridge_test PASSED in 25.6s //tensorflow/compiler/tests:xla_ops_test_cpu PASSED in 45.8s //tensorflow/compiler/tests:xla_ops_test_cpu_mlir_bridge_test PASSED in 34.5s //tensorflow/compiler/tests:xla_test_test PASSED in 9.5s //tensorflow/compiler/tf2xla:const_analysis_test PASSED in 6.8s //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 0.9s //tensorflow/compiler/tf2xla:fused_batchnorm_reserve_space_test_cpu PASSED in 24.8s //tensorflow/compiler/tf2xla:graph_compiler_test PASSED in 5.7s //tensorflow/compiler/tf2xla:literal_util_test PASSED in 1.4s //tensorflow/compiler/tf2xla:resource_operation_table_test PASSED in 10.8s //tensorflow/compiler/tf2xla:resource_util_test_cpu PASSED in 1.4s //tensorflow/compiler/tf2xla:sharding_util_test PASSED in 0.9s //tensorflow/compiler/tf2xla:tf2xla_opset_test PASSED in 10.0s //tensorflow/compiler/tf2xla:tf2xla_test PASSED in 16.8s //tensorflow/compiler/tf2xla:tf2xla_util_test PASSED in 0.7s //tensorflow/compiler/tf2xla:xla_compiler_test PASSED in 27.1s //tensorflow/compiler/tf2xla:xla_jit_compiled_cpu_function_test PASSED in 30.6s //tensorflow/compiler/tf2xla:xla_op_registry_test PASSED in 3.9s //tensorflow/compiler/tf2xla/kernels:rng_converter_utils_test PASSED in 1.2s //tensorflow/compiler/xla:array2d_test PASSED in 0.4s //tensorflow/compiler/xla:array3d_test PASSED in 0.2s //tensorflow/compiler/xla:array4d_test PASSED in 0.1s //tensorflow/compiler/xla:array_test PASSED in 0.2s //tensorflow/compiler/xla:bit_cast_test PASSED in 0.2s //tensorflow/compiler/xla:comparison_util_test PASSED in 0.2s //tensorflow/compiler/xla:debug_options_parsers_test PASSED in 0.1s //tensorflow/compiler/xla:index_util_test PASSED in 0.1s //tensorflow/compiler/xla:iterator_util_test PASSED in 0.2s //tensorflow/compiler/xla:layout_test PASSED in 0.2s //tensorflow/compiler/xla:layout_util_test PASSED in 0.3s //tensorflow/compiler/xla:literal_test PASSED in 0.4s //tensorflow/compiler/xla:parse_flags_from_env_test PASSED in 0.4s //tensorflow/compiler/xla:permutation_util_test PASSED in 0.4s //tensorflow/compiler/xla:primitive_util_test PASSED in 0.2s //tensorflow/compiler/xla:refcounting_hash_map_test PASSED in 0.1s //tensorflow/compiler/xla:reference_util_test PASSED in 0.2s //tensorflow/compiler/xla:shape_test PASSED in 0.1s //tensorflow/compiler/xla:shape_tree_test PASSED in 0.6s //tensorflow/compiler/xla:shape_util_test PASSED in 2.6s //tensorflow/compiler/xla:status_macros_test PASSED in 0.2s //tensorflow/compiler/xla:text_literal_reader_test PASSED in 0.3s //tensorflow/compiler/xla:text_literal_writer_test PASSED in 0.3s //tensorflow/compiler/xla:types_test PASSED in 0.5s //tensorflow/compiler/xla:util_test PASSED in 0.6s //tensorflow/compiler/xla:window_util_test PASSED in 0.2s //tensorflow/compiler/xla/client:padding_test PASSED in 0.1s //tensorflow/compiler/xla/client:xla_builder_test PASSED in 0.4s //tensorflow/compiler/xla/client/lib:arithmetic_test_cpu PASSED in 8.0s //tensorflow/compiler/xla/client/lib:comparators_test_cpu PASSED in 7.0s //tensorflow/compiler/xla/client/lib:constants_test_cpu PASSED in 8.0s //tensorflow/compiler/xla/client/lib:logdet_test_cpu PASSED in 8.0s //tensorflow/compiler/xla/client/lib:math_test_cpu PASSED in 18.2s //tensorflow/compiler/xla/client/lib:matrix_test_cpu PASSED in 11.4s //tensorflow/compiler/xla/client/lib:pooling_test_cpu PASSED in 9.3s //tensorflow/compiler/xla/client/lib:qr_test_cpu PASSED in 11.1s //tensorflow/compiler/xla/client/lib:slicing_test_cpu PASSED in 7.6s //tensorflow/compiler/xla/client/lib:sorting_test_cpu PASSED in 8.0s //tensorflow/compiler/xla/examples/axpy:stablehlo_compile_test PASSED in 8.9s //tensorflow/compiler/xla/experiments/sm_bandwidth_benchmark:sm_bw_test PASSED in 0.1s //tensorflow/compiler/xla/hlo/evaluator:hlo_evaluator_test PASSED in 19.3s //tensorflow/compiler/xla/hlo/experimental/auto_sharding:auto_sharding_solver_test PASSED in 1.4s //tensorflow/compiler/xla/hlo/experimental/auto_sharding:auto_sharding_test PASSED in 6.0s //tensorflow/compiler/xla/hlo/transforms:hlo_constant_splitter_test PASSED in 1.3s //tensorflow/compiler/xla/hlo/utils:hlo_live_range_test PASSED in 0.7s //tensorflow/compiler/xla/hlo/utils:hlo_matchers_test PASSED in 0.7s //tensorflow/compiler/xla/hlo/utils:hlo_sharding_util_test PASSED in 0.7s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:collective_ops.mlir.test PASSED in 2.1s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:fft.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:legalize_i1_vector_transfers.mlir.test PASSED in 0.7s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:library_ops_to_cpu_runtime.mlir.test PASSED in 1.3s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:lmhlo_custom_call.mlir.test PASSED in 1.2s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:remove_copies_to_out_params.mlir.test PASSED in 0.7s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:rng_bit_generator.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:xla_abi_legalization.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:xla_cpu_infeed.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:xla_cpu_memref_element_cast_to_llvm.mlir.test PASSED in 0.7s //tensorflow/compiler/xla/mlir/backends/cpu/transforms/tests:xla_cpu_outfeed.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:add_concurrent_regions.mlir.test PASSED in 1.5s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:add_hlo_trace.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:gpu_launch.mlir.test PASSED in 5.5s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:gpu_memcpy.mlir.test PASSED in 0.7s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:gpu_memset.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:lmhlo_case.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:lmhlo_custom_call.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:lmhlo_fft.mlir.test PASSED in 1.2s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:lmhlo_gpu_cholesky.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/mlir/backends/gpu/transforms/tests:lmhlo_gpu_conv.mlir.test PASSED in 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1.3s //tensorflow/compiler/xla/service:constant_value_test PASSED in 0.2s //tensorflow/compiler/xla/service:convert_async_collectives_to_sync_test PASSED in 1.0s //tensorflow/compiler/xla/service:convert_mover_test PASSED in 1.9s //tensorflow/compiler/xla/service:convert_operand_folding_test PASSED in 0.9s //tensorflow/compiler/xla/service:convolution_4d_expander_test PASSED in 0.9s //tensorflow/compiler/xla/service:convolution_group_converter_test PASSED in 1.9s //tensorflow/compiler/xla/service:convolution_pred_expander_test PASSED in 0.8s //tensorflow/compiler/xla/service:copy_insertion_test PASSED in 1.6s //tensorflow/compiler/xla/service:custom_call_status_test PASSED in 0.1s //tensorflow/compiler/xla/service:defuser_test PASSED in 0.8s //tensorflow/compiler/xla/service:despecializer_test PASSED in 0.8s //tensorflow/compiler/xla/service:dfs_hlo_visitor_with_default_test PASSED in 1.0s //tensorflow/compiler/xla/service:dot_decomposer_test PASSED in 1.3s 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0.6s //tensorflow/compiler/xla/service:hlo_execution_profile_test PASSED in 6.8s //tensorflow/compiler/xla/service:hlo_graph_dumper_test PASSED in 0.9s //tensorflow/compiler/xla/service:hlo_input_output_alias_config_test PASSED in 0.8s //tensorflow/compiler/xla/service:hlo_instruction_test PASSED in 1.1s //tensorflow/compiler/xla/service:hlo_liveness_analysis_test PASSED in 1.5s //tensorflow/compiler/xla/service:hlo_memory_scheduler_test PASSED in 1.4s //tensorflow/compiler/xla/service:hlo_module_dce_test PASSED in 1.0s //tensorflow/compiler/xla/service:hlo_module_metadata_test PASSED in 0.2s //tensorflow/compiler/xla/service:hlo_module_test PASSED in 1.6s //tensorflow/compiler/xla/service:hlo_opcode_test PASSED in 0.2s //tensorflow/compiler/xla/service:hlo_ordering_test PASSED in 0.7s //tensorflow/compiler/xla/service:hlo_parser_test PASSED in 0.5s //tensorflow/compiler/xla/service:hlo_pass_pipeline_test PASSED in 1.4s //tensorflow/compiler/xla/service:hlo_phi_graph_test PASSED in 0.4s //tensorflow/compiler/xla/service:hlo_proto_util_test PASSED in 2.7s //tensorflow/compiler/xla/service:hlo_reachability_test PASSED in 0.6s //tensorflow/compiler/xla/service:hlo_rematerialization_test PASSED in 1.3s //tensorflow/compiler/xla/service:hlo_rematerialization_test_utils_test PASSED in 0.6s //tensorflow/compiler/xla/service:hlo_replication_analysis_test PASSED in 1.3s //tensorflow/compiler/xla/service:hlo_schedule_test PASSED in 2.1s //tensorflow/compiler/xla/service:hlo_sharding_test PASSED in 1.2s //tensorflow/compiler/xla/service:hlo_value_semantics_analysis_test PASSED in 2.0s //tensorflow/compiler/xla/service:hlo_verifier_test PASSED in 1.0s //tensorflow/compiler/xla/service:indexed_array_analysis_test PASSED in 1.0s //tensorflow/compiler/xla/service:instruction_fusion_test PASSED in 0.9s //tensorflow/compiler/xla/service:latency_hiding_scheduler_preparation_test PASSED in 0.8s //tensorflow/compiler/xla/service:latency_hiding_scheduler_test PASSED in 3.3s //tensorflow/compiler/xla/service:layout_assignment_test PASSED in 8.7s //tensorflow/compiler/xla/service:layout_normalization_test PASSED in 1.8s //tensorflow/compiler/xla/service:logistic_expander_test PASSED in 0.8s //tensorflow/compiler/xla/service:loop_schedule_linearizer_test PASSED in 0.9s //tensorflow/compiler/xla/service:map_inliner_test PASSED in 0.9s //tensorflow/compiler/xla/service:mapped_ptr_container_sorter_test PASSED in 0.2s //tensorflow/compiler/xla/service:memory_space_assignment_best_fit_repacker_test PASSED in 0.4s //tensorflow/compiler/xla/service:memory_space_assignment_test PASSED in 1.3s //tensorflow/compiler/xla/service:memory_space_propagation_test PASSED in 0.8s //tensorflow/compiler/xla/service:name_uniquer_test PASSED in 0.3s //tensorflow/compiler/xla/service:operand_upcaster_test PASSED in 1.3s //tensorflow/compiler/xla/service:optimize_input_output_buffer_alias_test PASSED in 0.8s //tensorflow/compiler/xla/service:pattern_matcher_gmock_test PASSED in 0.2s //tensorflow/compiler/xla/service:pattern_matcher_test PASSED in 1.4s //tensorflow/compiler/xla/service:profile_guided_latency_estimator_test PASSED in 2.6s //tensorflow/compiler/xla/service:real_imag_expander_test PASSED in 15.3s //tensorflow/compiler/xla/service:reduce_decomposer_test PASSED in 1.7s //tensorflow/compiler/xla/service:reduce_scatter_combiner_test PASSED in 0.9s //tensorflow/compiler/xla/service:reduce_scatter_decomposer_test PASSED in 0.7s //tensorflow/compiler/xla/service:reduce_scatter_reassociate_test PASSED in 1.2s //tensorflow/compiler/xla/service:reshape_decomposer_test PASSED in 0.7s //tensorflow/compiler/xla/service:reshape_mover_test PASSED in 1.3s //tensorflow/compiler/xla/service:result_caster_test PASSED in 1.0s //tensorflow/compiler/xla/service:root_instruction_sinker_test PASSED in 1.4s //tensorflow/compiler/xla/service:scatter_expander_test PASSED in 1.0s //tensorflow/compiler/xla/service:scatter_simplifier_test PASSED in 1.1s //tensorflow/compiler/xla/service:select_and_scatter_expander_test PASSED in 12.3s //tensorflow/compiler/xla/service:shape_inference_test PASSED in 0.2s //tensorflow/compiler/xla/service:shaped_buffer_test PASSED in 5.9s //tensorflow/compiler/xla/service:sharding_propagation_test PASSED in 5.7s //tensorflow/compiler/xla/service:sharding_remover_test PASSED in 0.7s //tensorflow/compiler/xla/service:simplify_fp_conversions_test PASSED in 1.2s //tensorflow/compiler/xla/service:slice_sinker_test PASSED in 1.1s //tensorflow/compiler/xla/service:sort_simplifier_test PASSED in 2.0s //tensorflow/compiler/xla/service:space_to_batch_converter_test PASSED in 0.7s //tensorflow/compiler/xla/service:stable_sort_expander_test PASSED in 1.2s //tensorflow/compiler/xla/service:stochastic_convert_decomposer_test PASSED in 0.8s //tensorflow/compiler/xla/service:stream_pool_test PASSED in 0.1s //tensorflow/compiler/xla/service:topk_rewriter_test PASSED in 3.5s //tensorflow/compiler/xla/service:transpose_folding_test PASSED in 1.6s //tensorflow/compiler/xla/service:tuple_points_to_analysis_test PASSED in 1.1s //tensorflow/compiler/xla/service:tuple_simplifier_test PASSED in 1.0s //tensorflow/compiler/xla/service:tuple_util_test PASSED in 0.9s //tensorflow/compiler/xla/service:value_range_test PASSED in 0.7s //tensorflow/compiler/xla/service:while_loop_all_reduce_code_motion_test PASSED in 1.6s //tensorflow/compiler/xla/service:while_loop_analysis_test PASSED in 1.1s //tensorflow/compiler/xla/service:while_loop_concat_code_motion_test PASSED in 1.2s //tensorflow/compiler/xla/service:while_loop_constant_sinking_test PASSED in 0.8s //tensorflow/compiler/xla/service:while_loop_expensive_invariant_code_motion_test PASSED in 0.7s //tensorflow/compiler/xla/service:while_loop_invariant_code_motion_test PASSED in 2.1s //tensorflow/compiler/xla/service:while_loop_simplifier_test PASSED in 1.4s //tensorflow/compiler/xla/service:while_loop_trip_count_annotator_test PASSED in 0.8s //tensorflow/compiler/xla/service:while_util_test PASSED in 1.3s //tensorflow/compiler/xla/service:xla_aot_compile_stablehlo_cpu_test PASSED in 19.6s //tensorflow/compiler/xla/service:xla_debug_info_manager_test PASSED in 0.7s //tensorflow/compiler/xla/service:zero_sized_hlo_elimination_test PASSED in 1.0s //tensorflow/compiler/xla/service/cpu:conv_canonicalization_test PASSED in 1.7s //tensorflow/compiler/xla/service/cpu:cpu_eigen_tensor_alignment_test PASSED in 1.6s //tensorflow/compiler/xla/service/cpu:cpu_instruction_fusion_test PASSED in 1.0s //tensorflow/compiler/xla/service/cpu:cpu_layout_assignment_test PASSED in 2.1s //tensorflow/compiler/xla/service/cpu:ir_emission_utils_test PASSED in 0.8s //tensorflow/compiler/xla/service/cpu:parallel_task_assignment_test PASSED in 3.0s //tensorflow/compiler/xla/service/cpu:runtime_fft_test PASSED in 0.7s //tensorflow/compiler/xla/service/cpu:shape_partition_test PASSED in 0.9s //tensorflow/compiler/xla/service/cpu:xfeed_manager_test PASSED in 0.8s //tensorflow/compiler/xla/service/cpu/tests:cpu_bytesizeof_test PASSED in 0.8s //tensorflow/compiler/xla/service/cpu/tests:cpu_dyn_shape_test PASSED in 9.5s //tensorflow/compiler/xla/service/cpu/tests:cpu_eigen_dot_operation_test PASSED in 7.6s //tensorflow/compiler/xla/service/cpu/tests:cpu_external_constants_test PASSED in 36.7s //tensorflow/compiler/xla/service/cpu/tests:cpu_fusion_test PASSED in 7.8s //tensorflow/compiler/xla/service/cpu/tests:cpu_infeed_test PASSED in 6.8s //tensorflow/compiler/xla/service/cpu/tests:cpu_intrinsic_test PASSED in 8.7s //tensorflow/compiler/xla/service/cpu/tests:cpu_key_value_sort_test PASSED in 7.9s //tensorflow/compiler/xla/service/cpu/tests:cpu_literal_caching_test PASSED in 7.9s //tensorflow/compiler/xla/service/cpu/tests:cpu_noalias_test PASSED in 6.6s //tensorflow/compiler/xla/service/cpu/tests:cpu_outfeed_test PASSED in 8.2s //tensorflow/compiler/xla/service/cpu/tests:cpu_profiling_test PASSED in 7.4s //tensorflow/compiler/xla/service/cpu/tests:cpu_spmd_compile_test PASSED in 7.4s //tensorflow/compiler/xla/service/cpu/tests:cpu_topk_test PASSED in 9.0s //tensorflow/compiler/xla/service/cpu/tests:cpu_vectorization_test PASSED in 10.7s //tensorflow/compiler/xla/service/cpu/tests:cpu_while_test PASSED in 8.8s //tensorflow/compiler/xla/service/cpu/tests:tree_reduction_rewriter_test PASSED in 7.0s //tensorflow/compiler/xla/service/gpu:alias_passthrough_params_test PASSED in 0.9s //tensorflow/compiler/xla/service/gpu:all_reduce_blueconnect_test PASSED in 0.8s //tensorflow/compiler/xla/service/gpu:autotuner_util_test PASSED in 0.1s //tensorflow/compiler/xla/service/gpu:backend_configs_test PASSED in 1.1s //tensorflow/compiler/xla/service/gpu:copy_fusion_test PASSED in 1.3s //tensorflow/compiler/xla/service/gpu:cublas_pad_for_gemms_test PASSED in 1.1s //tensorflow/compiler/xla/service/gpu:cudnn_pad_for_convolutions_test PASSED in 1.3s //tensorflow/compiler/xla/service/gpu:cudnn_simplify_padding_test PASSED in 1.8s //tensorflow/compiler/xla/service/gpu:cudnn_support_utils_test PASSED in 0.8s //tensorflow/compiler/xla/service/gpu:cudnn_vectorize_convolutions_test PASSED in 1.2s //tensorflow/compiler/xla/service/gpu:gemm_rewriter_triton_test PASSED in 1.2s //tensorflow/compiler/xla/service/gpu:gpu_async_collective_annotator_test PASSED in 0.8s //tensorflow/compiler/xla/service/gpu:gpu_conv_padding_legalization_test PASSED in 0.7s //tensorflow/compiler/xla/service/gpu:gpu_conv_rewriter_test PASSED in 0.9s //tensorflow/compiler/xla/service/gpu:gpu_convert_async_collectives_to_sync_test PASSED in 0.9s //tensorflow/compiler/xla/service/gpu:gpu_fusible_test PASSED in 3.2s //tensorflow/compiler/xla/service/gpu:gpu_hlo_cost_analysis_test PASSED in 1.1s //tensorflow/compiler/xla/service/gpu:gpu_performance_model_test PASSED in 1.6s //tensorflow/compiler/xla/service/gpu:gpu_sanitize_constant_names_test PASSED in 1.0s //tensorflow/compiler/xla/service/gpu:hlo_algorithm_denylist_test PASSED in 0.2s //tensorflow/compiler/xla/service/gpu:hlo_fusion_stats_test PASSED in 0.7s //tensorflow/compiler/xla/service/gpu:instruction_fusion_test PASSED in 1.9s //tensorflow/compiler/xla/service/gpu:ir_emission_utils_test PASSED in 1.5s //tensorflow/compiler/xla/service/gpu:matmul_utils_test PASSED in 1.1s //tensorflow/compiler/xla/service/gpu:move_copy_to_users_test PASSED in 1.3s //tensorflow/compiler/xla/service/gpu:multi_output_fusion_test PASSED in 2.6s //tensorflow/compiler/xla/service/gpu:non_atomically_upgradeable_rw_lock_test PASSED in 0.6s //tensorflow/compiler/xla/service/gpu:priority_fusion_test PASSED in 1.5s //tensorflow/compiler/xla/service/gpu:reduction_splitter_test PASSED in 1.0s //tensorflow/compiler/xla/service/gpu:scatter_slice_simplifier_test PASSED in 0.8s //tensorflow/compiler/xla/service/gpu:softmax_rewriter_triton_test PASSED in 1.7s //tensorflow/compiler/xla/service/gpu:target_util_test PASSED in 0.5s //tensorflow/compiler/xla/service/gpu:topk_splitter_test PASSED in 36.3s //tensorflow/compiler/xla/service/gpu:variadic_op_splitter_test PASSED in 1.2s //tensorflow/compiler/xla/service/gpu:while_transformer_test PASSED in 1.5s //tensorflow/compiler/xla/service/gpu/llvm_gpu_backend:utils_test PASSED in 0.9s //tensorflow/compiler/xla/service/gpu/tests:gpu_reduce_scatter_creator_test PASSED in 1.3s //tensorflow/compiler/xla/service/gpu/tests:reduction_degenerate_dim_remover_test PASSED in 2.0s //tensorflow/compiler/xla/service/gpu/tests:reduction_dimension_grouper_test PASSED in 2.3s //tensorflow/compiler/xla/service/gpu/tests:tree_reduction_rewriter_test PASSED in 1.7s //tensorflow/compiler/xla/service/graphcycles:graphcycles_test PASSED in 0.8s //tensorflow/compiler/xla/service/graphcycles:ordered_set_test PASSED in 0.2s //tensorflow/compiler/xla/service/llvm_ir:alias_analysis_test PASSED in 9.6s //tensorflow/compiler/xla/service/llvm_ir:ir_array_test PASSED in 1.2s //tensorflow/compiler/xla/service/spmd:canonicalize_all_gather_for_cse_test PASSED in 0.8s //tensorflow/compiler/xla/service/spmd:collective_permute_motion_test PASSED in 1.6s //tensorflow/compiler/xla/service/spmd:partition_assignment_test PASSED in 0.6s //tensorflow/compiler/xla/service/spmd:schedule_aware_collective_ops_cse_test PASSED in 1.0s //tensorflow/compiler/xla/service/spmd:spmd_partitioner_test PASSED in 23.4s //tensorflow/compiler/xla/service/spmd:spmd_prepare_test PASSED in 0.8s //tensorflow/compiler/xla/service/spmd:stateful_rng_spmd_partitioner_test PASSED in 0.7s //tensorflow/compiler/xla/stream_executor:dnn_test PASSED in 0.1s //tensorflow/compiler/xla/stream_executor:stream_test PASSED in 0.1s //tensorflow/compiler/xla/stream_executor/host:host_stream_test PASSED in 0.1s //tensorflow/compiler/xla/stream_executor/tpu:c_api_conversions_test PASSED in 0.2s //tensorflow/compiler/xla/tests:all_reduce_test_cpu PASSED in 8.3s //tensorflow/compiler/xla/tests:axpy_simple_test_cpu PASSED in 6.9s //tensorflow/compiler/xla/tests:bad_rng_shape_validation_test_cpu PASSED in 5.4s //tensorflow/compiler/xla/tests:binop_scaling_test_cpu PASSED in 6.7s //tensorflow/compiler/xla/tests:bitcast_convert_test_cpu PASSED in 6.2s //tensorflow/compiler/xla/tests:broadcast_simple_test_cpu PASSED in 8.3s //tensorflow/compiler/xla/tests:broadcast_test_cpu PASSED in 10.3s //tensorflow/compiler/xla/tests:buffer_donation_test_cpu PASSED in 15.8s //tensorflow/compiler/xla/tests:call_test_cpu PASSED in 8.1s //tensorflow/compiler/xla/tests:check_execution_arity_test_cpu PASSED in 5.5s //tensorflow/compiler/xla/tests:cholesky_test_cpu PASSED in 12.2s //tensorflow/compiler/xla/tests:client_test_cpu PASSED in 6.8s //tensorflow/compiler/xla/tests:collective_ops_test_cpu PASSED in 20.1s //tensorflow/compiler/xla/tests:collective_pipeliner_execution_test_cpu PASSED in 15.6s //tensorflow/compiler/xla/tests:compilation_cache_test_cpu PASSED in 5.3s //tensorflow/compiler/xla/tests:compute_constant_test_cpu PASSED in 6.7s //tensorflow/compiler/xla/tests:concat_test_cpu PASSED in 9.2s //tensorflow/compiler/xla/tests:constant_reduction_function_test_cpu PASSED in 8.2s //tensorflow/compiler/xla/tests:constants_test_cpu PASSED in 8.0s //tensorflow/compiler/xla/tests:convert_test_cpu PASSED in 12.8s //tensorflow/compiler/xla/tests:copy_test_cpu PASSED in 10.9s //tensorflow/compiler/xla/tests:cpu_gpu_fusion_test_cpu PASSED in 9.5s //tensorflow/compiler/xla/tests:custom_call_test_cpu PASSED in 9.2s //tensorflow/compiler/xla/tests:deallocation_test_cpu PASSED in 6.5s //tensorflow/compiler/xla/tests:deconstruct_tuple_test_cpu PASSED in 6.4s //tensorflow/compiler/xla/tests:deep_graph_test_cpu PASSED in 8.8s //tensorflow/compiler/xla/tests:fft_test_cpu PASSED in 7.5s //tensorflow/compiler/xla/tests:float8_test_cpu PASSED in 6.6s //tensorflow/compiler/xla/tests:floor_ceil_test_cpu PASSED in 8.1s //tensorflow/compiler/xla/tests:fmax_fmin_test_cpu PASSED in 7.8s //tensorflow/compiler/xla/tests:gather_operation_test_cpu PASSED in 12.9s //tensorflow/compiler/xla/tests:get_dimension_size_test_cpu PASSED in 8.1s //tensorflow/compiler/xla/tests:half_test_cpu PASSED in 9.8s //tensorflow/compiler/xla/tests:hlo_metadata_test PASSED in 8.2s //tensorflow/compiler/xla/tests:literal_test_util_test PASSED in 6.7s //tensorflow/compiler/xla/tests:local_client_allocation_test_cpu PASSED in 7.7s //tensorflow/compiler/xla/tests:local_client_aot_test PASSED in 0.1s //tensorflow/compiler/xla/tests:log_test_cpu PASSED in 6.4s //tensorflow/compiler/xla/tests:map_test_cpu PASSED in 9.9s //tensorflow/compiler/xla/tests:matrix_ops_simple_test_cpu PASSED in 13.6s //tensorflow/compiler/xla/tests:multidimensional_slice_test_cpu PASSED in 5.2s //tensorflow/compiler/xla/tests:multiple_devices_on_host_test PASSED in 7.3s //tensorflow/compiler/xla/tests:multithreaded_compilation_test_cpu PASSED in 9.7s //tensorflow/compiler/xla/tests:outfeed_in_nested_computation_test_cpu PASSED in 16.8s //tensorflow/compiler/xla/tests:pad_test_cpu PASSED in 8.1s //tensorflow/compiler/xla/tests:pred_test_cpu PASSED in 8.4s //tensorflow/compiler/xla/tests:query_inferred_shape_test_cpu PASSED in 7.7s //tensorflow/compiler/xla/tests:reduce_hlo_test_cpu PASSED in 13.6s //tensorflow/compiler/xla/tests:reduce_precision_test_cpu PASSED in 7.8s //tensorflow/compiler/xla/tests:replay_test_cpu PASSED in 7.9s //tensorflow/compiler/xla/tests:reshape_motion_test_cpu PASSED in 7.2s //tensorflow/compiler/xla/tests:reverse_test_cpu PASSED in 7.5s //tensorflow/compiler/xla/tests:round_trip_packed_literal_test_cpu PASSED in 6.8s //tensorflow/compiler/xla/tests:round_trip_transfer_test_cpu PASSED in 6.9s //tensorflow/compiler/xla/tests:sample_text_test_cpu PASSED in 8.2s //tensorflow/compiler/xla/tests:scatter_test_cpu PASSED in 27.9s //tensorflow/compiler/xla/tests:select_test_cpu PASSED in 6.9s //tensorflow/compiler/xla/tests:test_utils_test_cpu PASSED in 8.6s //tensorflow/compiler/xla/tests:tile_assignment_test PASSED in 0.3s //tensorflow/compiler/xla/tests:token_hlo_test_cpu PASSED in 7.0s //tensorflow/compiler/xla/tests:topk_test_cpu PASSED in 10.2s //tensorflow/compiler/xla/tests:transfer_manager_test_cpu PASSED in 13.8s //tensorflow/compiler/xla/tests:transpose_test_cpu PASSED in 9.3s //tensorflow/compiler/xla/tests:tuple_test_cpu PASSED in 7.4s //tensorflow/compiler/xla/tests:unary_op_test_cpu PASSED in 8.7s //tensorflow/compiler/xla/tests:value_inference_test_cpu PASSED in 7.9s //tensorflow/compiler/xla/tests:vector_ops_reduce_test_cpu PASSED in 7.7s //tensorflow/compiler/xla/tests:vector_ops_simple_test_cpu PASSED in 7.0s //tensorflow/compiler/xla/tests:while_test_cpu PASSED in 8.8s //tensorflow/compiler/xla/tests/fuzz:rand_000000_cpu PASSED in 7.7s //tensorflow/compiler/xla/tests/fuzz:rand_000003_cpu PASSED in 7.3s //tensorflow/compiler/xla/tests/fuzz:rand_000005_cpu PASSED in 8.4s //tensorflow/compiler/xla/tests/fuzz:rand_000006_cpu PASSED in 7.9s //tensorflow/compiler/xla/tests/fuzz:rand_000007_cpu PASSED in 7.0s //tensorflow/compiler/xla/tests/fuzz:rand_000008_cpu PASSED in 10.8s //tensorflow/compiler/xla/tests/fuzz:rand_000009_cpu PASSED in 18.1s //tensorflow/compiler/xla/tests/fuzz:rand_000013_cpu PASSED in 6.9s //tensorflow/compiler/xla/tests/fuzz:rand_000015_cpu PASSED in 9.1s //tensorflow/compiler/xla/tests/fuzz:rand_000016_cpu PASSED in 24.0s //tensorflow/compiler/xla/tests/fuzz:rand_000017_cpu PASSED in 8.0s //tensorflow/compiler/xla/tests/fuzz:rand_000018_cpu PASSED in 7.6s //tensorflow/compiler/xla/tests/fuzz:rand_000019_cpu PASSED in 7.8s //tensorflow/compiler/xla/tests/fuzz:rand_000020_cpu PASSED in 8.3s //tensorflow/compiler/xla/tests/fuzz:rand_000022_cpu PASSED in 8.0s //tensorflow/compiler/xla/tests/fuzz:rand_000024_cpu PASSED in 9.4s //tensorflow/compiler/xla/tests/fuzz:rand_000025_cpu PASSED in 8.2s //tensorflow/compiler/xla/tests/fuzz:rand_000026_cpu PASSED in 7.8s //tensorflow/compiler/xla/tests/fuzz:rand_000030_cpu PASSED in 7.4s //tensorflow/compiler/xla/tests/fuzz:rand_000031_cpu PASSED in 7.7s //tensorflow/compiler/xla/tests/fuzz:rand_000032_cpu PASSED in 7.2s //tensorflow/compiler/xla/tests/fuzz:rand_000033_cpu PASSED in 8.3s //tensorflow/compiler/xla/tests/fuzz:rand_000034_cpu PASSED in 8.5s //tensorflow/compiler/xla/tests/fuzz:rand_000035_cpu PASSED in 10.7s //tensorflow/compiler/xla/tests/fuzz:rand_000036_cpu PASSED in 10.2s //tensorflow/compiler/xla/tests/fuzz:rand_000039_cpu PASSED in 8.1s //tensorflow/compiler/xla/tests/fuzz:rand_000040_cpu PASSED in 7.1s //tensorflow/compiler/xla/tests/fuzz:rand_000041_cpu PASSED in 7.8s //tensorflow/compiler/xla/tests/fuzz:rand_000043_cpu PASSED in 7.6s //tensorflow/compiler/xla/tests/fuzz:rand_000049_cpu PASSED in 7.3s //tensorflow/compiler/xla/tests/fuzz:rand_000053_cpu PASSED in 7.1s //tensorflow/compiler/xla/tests/fuzz:rand_000056_cpu PASSED in 10.3s //tensorflow/compiler/xla/tests/fuzz:rand_000059_cpu PASSED in 9.8s //tensorflow/compiler/xla/tests/fuzz:rand_000061_cpu PASSED in 7.8s //tensorflow/compiler/xla/tests/fuzz:rand_000062_cpu PASSED in 9.7s //tensorflow/compiler/xla/tests/fuzz:rand_000064_cpu PASSED in 6.7s //tensorflow/compiler/xla/tests/fuzz:rand_000066_cpu PASSED in 7.4s //tensorflow/compiler/xla/tests/fuzz:rand_000069_cpu PASSED in 7.9s //tensorflow/compiler/xla/tests/fuzz:rand_000071_cpu PASSED in 6.1s //tensorflow/compiler/xla/tests/fuzz:rand_000077_cpu PASSED in 7.8s //tensorflow/compiler/xla/tests/fuzz:rand_000078_cpu PASSED in 6.7s //tensorflow/compiler/xla/tests/fuzz:rand_000079_cpu PASSED in 7.6s //tensorflow/compiler/xla/tests/fuzz:rand_000081_cpu PASSED in 6.6s //tensorflow/compiler/xla/tests/fuzz:rand_000084_cpu PASSED in 7.7s //tensorflow/compiler/xla/tests/fuzz:rand_000085_cpu PASSED in 7.3s //tensorflow/compiler/xla/tests/fuzz:rand_000086_cpu PASSED in 7.1s //tensorflow/compiler/xla/tests/fuzz:rand_000088_cpu PASSED in 9.0s //tensorflow/compiler/xla/tests/fuzz:rand_000089_cpu PASSED in 8.4s //tensorflow/compiler/xla/tests/fuzz:rand_000090_cpu PASSED in 5.5s //tensorflow/compiler/xla/tests/fuzz:rand_000092_cpu PASSED in 8.3s //tensorflow/compiler/xla/tests/fuzz:rand_000094_cpu PASSED in 7.9s //tensorflow/compiler/xla/tests/fuzz:rand_000095_cpu PASSED in 7.7s //tensorflow/compiler/xla/tools:hlo_control_flow_flattening_test PASSED in 1.1s //tensorflow/compiler/xla/tools:hlo_extractor_test PASSED in 1.6s //tensorflow/compiler/xla/tools:hlo_module_loader_test PASSED in 1.2s //tensorflow/compiler/xla/tools:hlo_slicer_test PASSED in 0.8s //tensorflow/compiler/xla/tools:interactive_graphviz_bin_test PASSED in 0.8s //tensorflow/compiler/xla/tools:run_hlo_module_bin_test PASSED in 0.5s //tensorflow/compiler/xla/tools/hlo_bisect:hlo_bisect_state_test PASSED in 0.7s //tensorflow/compiler/xla/translate/hlo_to_mhlo:hlo_utils_test PASSED in 1.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:bool_compare.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:case_conditional.hlotxt.test PASSED in 0.9s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:dynamic_param.hlo.test PASSED in 15.8s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:entry_computation_layout.hlotxt.test PASSED in 0.5s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:frontend_attributes.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:fully_connected_reference_model.hlotxt.test PASSED in 0.7s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:fusion.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:if_conditional.hlotxt.test PASSED in 1.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:import.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:import_async.hlotxt.test PASSED in 0.4s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:layouts_and_names.hlotxt.test PASSED in 1.3s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:location.hlotxt.test PASSED in 0.5s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:module_attributes.hlo.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:send_recv.hlotxt.test PASSED in 0.6s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:simple.hlo.test PASSED in 0.7s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:spmd_module_sharding.hlo.test PASSED in 0.5s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:stacktrace_to_location.hlo.test PASSED in 0.8s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:types.hlotxt.test PASSED in 0.5s //tensorflow/compiler/xla/translate/hlo_to_mhlo/tests:while.hlotxt.test PASSED in 0.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo:type_to_shape_test PASSED in 1.3s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:add.mlir.test PASSED in 0.9s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:case.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:dynamic.mlir.test PASSED in 0.8s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export-with-layouts.mlir.test PASSED in 0.4s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export.mlir.test PASSED in 2.0s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export_and_check_layouts.mlir.test PASSED in 0.6s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export_large_constants.mlir.test PASSED in 0.5s //tensorflow/compiler/xla/translate/mhlo_to_hlo/tests:export_replicas.mlir.test PASSED in 0.7s 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in 25.3s //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 24.6s //tensorflow/core/common_runtime/eager:placement_test PASSED in 11.9s //tensorflow/core/common_runtime/eager:placement_utils_test PASSED in 12.9s //tensorflow/core/common_runtime/eager:summary_optimizer_test PASSED in 0.1s //tensorflow/core/common_runtime/eager:tensor_handle_data_test PASSED in 12.4s //tensorflow/core/common_runtime/eager:tensor_handle_test PASSED in 14.3s //tensorflow/core/common_runtime/gpu:gpu_device_on_non_gpu_machine_test PASSED in 0.1s //tensorflow/core/common_runtime/next_pluggable_device/c:plugin_c_api_test PASSED in 39.2s //tensorflow/core/common_runtime/next_pluggable_device/c:tf_rendezvous_c_api_conversions_test PASSED in 0.2s //tensorflow/core/config:flags_py_test PASSED in 10.0s //tensorflow/core/config:flags_test PASSED in 0.1s //tensorflow/core/data:compression_utils_test PASSED in 1.9s 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//tensorflow/core/data/service:validate_utils_test PASSED in 0.2s //tensorflow/core/data/service:worker_client_test PASSED in 4.5s //tensorflow/core/data/service:worker_impl_test PASSED in 3.7s //tensorflow/core/data/service/client:data_service_client_test PASSED in 3.4s //tensorflow/core/data/service/client:utils_test PASSED in 2.7s //tensorflow/core/data/service/client:validate_utils_test PASSED in 1.8s //tensorflow/core/data/service/snapshot:distributed_snapshot_test PASSED in 19.3s //tensorflow/core/data/service/snapshot:file_utils_test PASSED in 0.7s //tensorflow/core/data/service/snapshot:path_utils_test PASSED in 0.2s //tensorflow/core/data/service/snapshot:snapshot_manager_test PASSED in 1.9s //tensorflow/core/data/service/snapshot:snapshot_split_provider_test PASSED in 1.0s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_checkpoint_test PASSED in 4.9s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_test PASSED in 3.0s //tensorflow/core/data/service/snapshot:utils_test PASSED in 0.1s //tensorflow/core/debug:debug_graph_utils_test PASSED in 0.6s //tensorflow/core/distributed_runtime:call_options_test PASSED in 0.1s //tensorflow/core/distributed_runtime:cluster_function_library_runtime_test PASSED in 4.2s //tensorflow/core/distributed_runtime:collective_param_resolver_distributed_test PASSED in 1.3s //tensorflow/core/distributed_runtime:collective_rma_distributed_test PASSED in 2.3s //tensorflow/core/distributed_runtime:device_resolver_distributed_test PASSED in 0.6s //tensorflow/core/distributed_runtime:message_wrappers_test PASSED in 0.1s //tensorflow/core/distributed_runtime:partial_run_mgr_test PASSED in 0.4s //tensorflow/core/distributed_runtime:recent_request_ids_test PASSED in 0.1s //tensorflow/core/distributed_runtime:request_id_test PASSED in 0.2s //tensorflow/core/distributed_runtime:rpc_collective_executor_mgr_test PASSED in 0.4s //tensorflow/core/distributed_runtime:server_lib_test PASSED in 0.1s //tensorflow/core/distributed_runtime:session_mgr_test PASSED in 0.9s //tensorflow/core/distributed_runtime:tensor_coding_test PASSED in 0.1s //tensorflow/core/distributed_runtime/coordination:coordination_service_barrier_proxy_test PASSED in 2.5s //tensorflow/core/distributed_runtime/eager:eager_service_impl_test PASSED in 27.8s //tensorflow/core/distributed_runtime/eager:remote_mgr_test PASSED in 11.8s //tensorflow/core/distributed_runtime/integration_test:c_api_multi_client_test_cpu PASSED in 37.2s //tensorflow/core/distributed_runtime/integration_test:c_api_recoverable_jobs_test_cpu PASSED in 42.1s //tensorflow/core/distributed_runtime/integration_test:c_api_session_coordination_test_cpu PASSED in 34.8s //tensorflow/core/distributed_runtime/rpc:grpc_tensor_coding_test PASSED in 2.9s //tensorflow/core/distributed_runtime/rpc:grpc_worker_cache_test PASSED in 0.7s //tensorflow/core/distributed_runtime/rpc/eager:grpc_eager_client_test PASSED in 0.6s //tensorflow/core/example:example_parser_configuration_test PASSED in 1.3s //tensorflow/core/example:feature_util_test PASSED in 0.1s //tensorflow/core/framework:allocator_test PASSED in 3.3s //tensorflow/core/framework:attr_value_util_test PASSED in 1.6s //tensorflow/core/framework:batch_util_test PASSED in 0.7s //tensorflow/core/framework:bfloat16_test PASSED in 0.7s //tensorflow/core/framework:common_shape_fns_test PASSED in 1.1s //tensorflow/core/framework:dataset_test PASSED in 0.7s //tensorflow/core/framework:device_base_test PASSED in 0.8s //tensorflow/core/framework:disable_jit_test PASSED in 0.8s //tensorflow/core/framework:framework_op_gen_lib_test PASSED in 0.1s //tensorflow/core/framework:framework_op_segment_test PASSED in 1.1s //tensorflow/core/framework:framework_resource_var_test PASSED in 0.1s //tensorflow/core/framework:framework_run_handler_test PASSED in 2.0s //tensorflow/core/framework:framework_run_handler_util_test PASSED in 1.9s 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in 0.8s //tensorflow/core/framework:op_registration_test PASSED in 0.8s //tensorflow/core/framework:partial_tensor_shape_test PASSED in 0.9s //tensorflow/core/framework:rendezvous_test PASSED in 3.8s //tensorflow/core/framework:resource_handle_test PASSED in 0.1s //tensorflow/core/framework:resource_mgr_test PASSED in 3.9s //tensorflow/core/framework:resource_op_kernel_test PASSED in 1.5s //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_shape_test PASSED in 7.3s //tensorflow/core/framework:tensor_slice_test PASSED in 1.0s //tensorflow/core/framework:tensor_test PASSED in 36.0s //tensorflow/core/framework:tensor_testutil_test PASSED in 1.1s //tensorflow/core/framework:tensor_util_test PASSED in 0.8s //tensorflow/core/framework:tracking_allocator_test PASSED in 0.8s //tensorflow/core/framework:types_test PASSED in 1.4s 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//tensorflow/core/kernels:random_op_test_cpu PASSED in 1.0s //tensorflow/core/kernels:random_poisson_op_test_cpu PASSED in 0.7s //tensorflow/core/kernels:range_sampler_test PASSED in 0.2s //tensorflow/core/kernels:reduction_ops_test_cpu PASSED in 0.5s //tensorflow/core/kernels:regex_replace_op_test PASSED in 0.6s //tensorflow/core/kernels:requantization_range_op_test PASSED in 0.9s //tensorflow/core/kernels:requantize_op_test PASSED in 0.9s //tensorflow/core/kernels:resource_ops_test PASSED in 1.7s //tensorflow/core/kernels:restore_op_test PASSED in 1.2s //tensorflow/core/kernels:restore_v2_op_test PASSED in 1.0s //tensorflow/core/kernels:reverse_op_test PASSED in 0.7s //tensorflow/core/kernels:roll_op_test PASSED in 0.6s //tensorflow/core/kernels:save_op_test PASSED in 0.7s //tensorflow/core/kernels:save_v2_op_test PASSED in 1.3s //tensorflow/core/kernels:scan_ops_test_cpu PASSED in 0.5s //tensorflow/core/kernels:scatter_nd_op_test_cpu PASSED in 0.5s //tensorflow/core/kernels:scatter_op_test PASSED in 0.9s //tensorflow/core/kernels:scoped_allocator_ops_test_cpu PASSED in 6.6s //tensorflow/core/kernels:sdca_ops_test PASSED in 1.8s //tensorflow/core/kernels:segment_reduction_ops_test PASSED in 0.5s //tensorflow/core/kernels:sendrecv_ops_test PASSED in 0.6s //tensorflow/core/kernels:sequence_ops_test PASSED in 0.8s //tensorflow/core/kernels:shape_ops_test PASSED in 0.8s //tensorflow/core/kernels:slice_op_test PASSED in 0.5s //tensorflow/core/kernels:spacetobatch_benchmark_test_cpu PASSED in 0.7s //tensorflow/core/kernels:sparse_add_op_test PASSED in 0.7s //tensorflow/core/kernels:sparse_dense_binary_op_shared_test PASSED in 0.7s //tensorflow/core/kernels:sparse_fill_empty_rows_op_test_cpu PASSED in 15.2s //tensorflow/core/kernels:sparse_matmul_op_test_cpu PASSED in 0.9s //tensorflow/core/kernels:sparse_reduce_sum_op_test PASSED in 1.1s //tensorflow/core/kernels:sparse_tensor_dense_matmul_op_test_cpu PASSED in 0.8s //tensorflow/core/kernels:sparse_to_dense_op_test_cpu PASSED in 0.5s //tensorflow/core/kernels:sparse_utils_test PASSED in 0.4s //tensorflow/core/kernels:sparse_xent_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels:spectrogram_op_test_cpu PASSED in 1.9s //tensorflow/core/kernels:spectrogram_test PASSED in 0.1s //tensorflow/core/kernels:split_op_test_cpu PASSED in 0.8s //tensorflow/core/kernels:split_v_op_test_cpu PASSED in 0.5s //tensorflow/core/kernels:strided_slice_op_test PASSED in 0.6s //tensorflow/core/kernels:string_format_op_test PASSED in 0.9s //tensorflow/core/kernels:string_ngrams_op_test PASSED in 0.5s //tensorflow/core/kernels:string_split_op_test PASSED in 0.6s //tensorflow/core/kernels:substr_op_test PASSED in 0.6s //tensorflow/core/kernels:summary_audio_op_test PASSED in 0.6s //tensorflow/core/kernels:summary_image_op_test PASSED in 0.8s //tensorflow/core/kernels:summary_op_test PASSED in 0.6s //tensorflow/core/kernels:summary_tensor_op_test PASSED in 0.9s //tensorflow/core/kernels:tensor_cord_test PASSED in 0.2s //tensorflow/core/kernels:tensor_flag_utils_test PASSED in 0.1s //tensorflow/core/kernels:tensor_map_test PASSED in 0.1s //tensorflow/core/kernels:training_ops_test PASSED in 0.5s //tensorflow/core/kernels:transpose_util_test PASSED in 0.9s //tensorflow/core/kernels:unary_ops_composition_test_cpu PASSED in 1.3s //tensorflow/core/kernels:unique_op_test PASSED in 0.6s //tensorflow/core/kernels:variable_ops_test PASSED in 1.5s //tensorflow/core/kernels:while_op_test PASSED in 1.2s //tensorflow/core/kernels:xent_op_test_cpu PASSED in 0.5s //tensorflow/core/kernels/batching_util:basic_batch_scheduler_test PASSED in 0.2s //tensorflow/core/kernels/batching_util:batch_input_task_test PASSED in 0.8s //tensorflow/core/kernels/batching_util:batch_resource_base_test PASSED in 0.4s //tensorflow/core/kernels/batching_util:batch_scheduler_test PASSED in 0.1s //tensorflow/core/kernels/batching_util:bounded_executor_test PASSED in 20.8s //tensorflow/core/kernels/batching_util:input_split_metadata_test PASSED in 0.2s //tensorflow/core/kernels/batching_util:periodic_function_test PASSED in 3.5s //tensorflow/core/kernels/batching_util:serial_device_batch_scheduler_test PASSED in 1.6s //tensorflow/core/kernels/batching_util:shared_batch_scheduler_test PASSED in 3.0s //tensorflow/core/kernels/batching_util:threadsafe_status_test PASSED in 0.5s //tensorflow/core/kernels/data:batch_dataset_op_test PASSED in 2.0s //tensorflow/core/kernels/data:cache_dataset_ops_test PASSED in 1.2s //tensorflow/core/kernels/data:concatenate_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:filter_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:finalize_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:fixed_length_record_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:flat_map_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:get_options_op_test PASSED in 0.5s //tensorflow/core/kernels/data:interleave_dataset_op_test PASSED in 2.3s //tensorflow/core/kernels/data:iterator_ops_test PASSED in 1.3s //tensorflow/core/kernels/data:map_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:map_defun_op_test PASSED in 0.6s //tensorflow/core/kernels/data:optimize_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:options_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:padded_batch_dataset_op_test PASSED in 2.2s //tensorflow/core/kernels/data:parallel_batch_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:parallel_filter_dataset_op_test PASSED in 4.0s //tensorflow/core/kernels/data:parallel_interleave_dataset_op_test PASSED in 2.7s //tensorflow/core/kernels/data:parallel_map_dataset_op_test PASSED in 1.1s //tensorflow/core/kernels/data:prefetch_autotuner_test PASSED in 0.4s //tensorflow/core/kernels/data:prefetch_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:range_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:reduce_dataset_op_test PASSED in 1.4s //tensorflow/core/kernels/data:repeat_dataset_op_test PASSED in 2.4s //tensorflow/core/kernels/data:rewrite_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:shard_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:shuffle_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:skip_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:sparse_tensor_slice_dataset_op_test PASSED in 1.4s //tensorflow/core/kernels/data:take_dataset_op_test PASSED in 1.5s //tensorflow/core/kernels/data:tensor_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:tensor_slice_dataset_op_test PASSED in 1.1s //tensorflow/core/kernels/data:text_line_dataset_op_test PASSED in 2.4s //tensorflow/core/kernels/data:tf_record_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:window_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:zip_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data/experimental:assert_next_dataset_op_test PASSED in 0.6s //tensorflow/core/kernels/data/experimental:assert_prev_dataset_op_test PASSED in 1.5s //tensorflow/core/kernels/data/experimental:auto_shard_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data/experimental:directed_interleave_dataset_op_test PASSED in 1.7s //tensorflow/core/kernels/data/experimental:list_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data/experimental:map_and_batch_dataset_op_test PASSED in 2.8s //tensorflow/core/kernels/data/experimental:parallel_interleave_dataset_op_test PASSED in 1.1s //tensorflow/core/kernels/data/experimental:random_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data/experimental:sampling_dataset_op_test PASSED in 1.8s //tensorflow/core/kernels/data/experimental:save_dataset_op_test PASSED in 1.4s //tensorflow/core/kernels/data/experimental:unique_dataset_op_test PASSED in 0.5s //tensorflow/core/kernels/image:adjust_contrast_op_benchmark_test_cpu PASSED in 1.0s //tensorflow/core/kernels/image:adjust_contrast_op_test PASSED in 0.7s //tensorflow/core/kernels/image:colorspace_op_test PASSED in 0.5s //tensorflow/core/kernels/image:crop_and_resize_op_benchmark_test_cpu PASSED in 0.8s //tensorflow/core/kernels/image:crop_and_resize_op_test PASSED in 1.1s //tensorflow/core/kernels/image:encode_jpeg_op_test PASSED in 1.2s //tensorflow/core/kernels/image:mirror_pad_op_benchmark_test_cpu PASSED in 1.2s //tensorflow/core/kernels/image:mirror_pad_op_test PASSED in 0.9s //tensorflow/core/kernels/image:non_max_suppression_op_benchmark_test PASSED in 0.7s //tensorflow/core/kernels/image:non_max_suppression_op_test PASSED in 1.2s //tensorflow/core/kernels/image:resize_area_op_test PASSED in 1.6s //tensorflow/core/kernels/image:resize_benchmark_test_cpu PASSED in 0.6s //tensorflow/core/kernels/image:resize_bicubic_op_test PASSED in 4.5s //tensorflow/core/kernels/image:resize_ops_test_cpu PASSED in 17.6s //tensorflow/core/kernels/image:sampling_kernels_test PASSED in 0.8s //tensorflow/core/kernels/image:scale_and_translate_op_test PASSED in 1.9s //tensorflow/core/kernels/linalg:banded_triangular_solve_op_test_cpu PASSED in 1.7s //tensorflow/core/kernels/linalg:matrix_triangular_solve_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels/mkl:mkl_conv_ops_test PASSED in 0.3s //tensorflow/core/kernels/mkl:mkl_dequantize_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_fused_batch_norm_op_test PASSED in 0.3s //tensorflow/core/kernels/mkl:mkl_fused_ops_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_matmul_op_benchmark PASSED in 0.5s //tensorflow/core/kernels/mkl:mkl_qmatmul_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantize_op_test PASSED in 0.8s //tensorflow/core/kernels/mkl:mkl_quantized_concat_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantized_conv_ops_perchannel_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_quantized_conv_ops_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantized_pooling_ops_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_relu_op_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_requantize_ops_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_swish_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:onednn_nn_ops_benchmark PASSED in 0.6s //tensorflow/core/kernels/sparse:kernels_test PASSED in 0.6s //tensorflow/core/kernels/uniform_quant_ops:math_utils_test PASSED in 0.1s //tensorflow/core/kernels/uniform_quant_ops:tensor_utils_test PASSED in 0.1s //tensorflow/core/kernels/uniform_quant_ops:uniform_dequantize_op_test PASSED in 1.0s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantize_op_test PASSED in 0.8s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_add_op_test PASSED in 0.9s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_clip_by_value_op_test PASSED in 0.6s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_convolution_ops_test PASSED in 0.9s //tensorflow/core/kernels/uniform_quant_ops:uniform_quantized_dot_ops_test PASSED in 2.8s //tensorflow/core/kernels/uniform_quant_ops:uniform_requantize_op_test PASSED in 0.7s //tensorflow/core/lib/db:sqlite_test PASSED in 0.1s //tensorflow/core/lib/gif:lib_gif_io_test PASSED in 1.4s //tensorflow/core/lib/jpeg:lib_jpeg_jpeg_mem_unittest PASSED in 0.5s //tensorflow/core/ops:cudnn_rnn_ops_test_cc PASSED in 0.9s //tensorflow/core/ops:ops_array_grad_test PASSED in 1.7s //tensorflow/core/ops:ops_math_grad_test PASSED in 4.4s //tensorflow/core/ops:ops_tests PASSED in 0.8s //tensorflow/core/ops/compat:backwards_compatibility_test PASSED in 0.7s //tensorflow/core/platform:__tensorflow_tsl_platform_profile_utils_cpu_utils_test PASSED in 0.2s //tensorflow/core/platform:enable_tf2_utils_test PASSED in 0.2s //tensorflow/core/platform:env_test PASSED in 2.7s //tensorflow/core/platform:fake_python_env_test PASSED in 0.1s //tensorflow/core/platform:file_system_test PASSED in 0.1s //tensorflow/core/platform:platform_strings_test PASSED in 0.1s //tensorflow/core/platform:ram_file_system_test PASSED in 40.8s //tensorflow/core/platform:resource_loader_test PASSED in 0.7s //tensorflow/core/platform:vmodule_benchmark_test PASSED in 0.1s //tensorflow/core/platform:vmodule_test PASSED in 0.2s //tensorflow/core/profiler/backends/cpu:host_tracer_test PASSED in 0.8s //tensorflow/core/profiler/convert:dcn_analysis_test PASSED in 0.1s //tensorflow/core/profiler/convert:dcn_utils_test PASSED in 0.1s //tensorflow/core/profiler/convert:hlo_proto_to_graph_view_test PASSED in 0.2s //tensorflow/core/profiler/convert:hlo_proto_to_memory_visualization_utils_test PASSED in 0.1s //tensorflow/core/profiler/convert:op_stats_to_pod_stats_test PASSED in 0.1s //tensorflow/core/profiler/convert:op_stats_to_pod_viewer_test PASSED in 0.2s //tensorflow/core/profiler/convert:op_stats_to_tf_stats_test PASSED in 0.3s //tensorflow/core/profiler/convert:repository_test PASSED in 0.1s //tensorflow/core/profiler/convert:xplane_to_kernel_stats_db_test PASSED in 0.5s //tensorflow/core/profiler/convert:xplane_to_memory_profile_test PASSED in 0.1s //tensorflow/core/profiler/convert:xplane_to_op_metrics_db_test PASSED in 0.4s //tensorflow/core/profiler/convert:xplane_to_op_stats_test PASSED in 0.4s //tensorflow/core/profiler/convert:xplane_to_step_events_test PASSED in 0.4s //tensorflow/core/profiler/convert:xplane_to_tf_functions_test PASSED in 0.2s //tensorflow/core/profiler/convert:xplane_to_tool_names_test PASSED in 0.1s //tensorflow/core/profiler/convert/trace_viewer:trace_viewer_visibility_test PASSED in 0.2s //tensorflow/core/profiler/internal:tfprof_show_test PASSED in 0.7s //tensorflow/core/profiler/internal:tfprof_stats_test PASSED in 1.5s //tensorflow/core/profiler/internal:tfprof_tensor_test PASSED in 1.0s //tensorflow/core/profiler/internal:tfprof_timeline_test PASSED in 0.7s //tensorflow/core/profiler/internal/advisor:tfprof_advisor_test PASSED in 0.6s //tensorflow/core/profiler/lib:profiler_disabled_test PASSED in 0.1s //tensorflow/core/profiler/utils:derived_timeline_test PASSED in 0.3s //tensorflow/core/profiler/utils:kernel_stats_utils_test PASSED in 0.1s //tensorflow/core/profiler/utils:op_metrics_db_utils_test PASSED in 0.2s //tensorflow/core/profiler/utils:step_intersection_test PASSED in 0.1s //tensorflow/core/runtime_fallback/util:type_util_test PASSED in 0.2s //tensorflow/core/summary:schema_test PASSED in 0.3s //tensorflow/core/summary:summary_db_writer_test PASSED in 0.8s //tensorflow/core/summary:summary_file_writer_test PASSED in 0.6s //tensorflow/core/tfrt/common:pjrt_cpu_client_registration_test PASSED in 6.4s //tensorflow/core/tfrt/common:pjrt_state_test PASSED in 5.6s //tensorflow/core/tfrt/common:pjrt_util_test PASSED in 7.7s //tensorflow/core/tfrt/fallback:cost_recorder_test PASSED in 0.1s //tensorflow/core/tfrt/fallback:fallback_state_test PASSED in 0.5s //tensorflow/core/tfrt/graph_executor:config_test PASSED in 0.7s //tensorflow/core/tfrt/mlrt/attribute:attribute_test PASSED in 0.5s //tensorflow/core/tfrt/mlrt/bytecode:bytecode_test PASSED in 0.1s //tensorflow/core/tfrt/mlrt/bytecode:executable_test PASSED in 0.1s //tensorflow/core/tfrt/mlrt/bytecode:function_test PASSED in 0.1s //tensorflow/core/tfrt/mlrt/bytecode:kernel_test PASSED in 0.1s //tensorflow/core/tfrt/mlrt/bytecode:span_test PASSED in 0.6s //tensorflow/core/tfrt/mlrt/interpreter:context_test PASSED in 0.1s //tensorflow/core/tfrt/mlrt/interpreter:future_test PASSED in 0.1s //tensorflow/core/tfrt/mlrt/interpreter:interpreter_test PASSED in 0.4s //tensorflow/core/tfrt/mlrt/interpreter:register_span_test PASSED in 0.5s //tensorflow/core/tfrt/mlrt/interpreter:value_test PASSED in 0.1s //tensorflow/core/tfrt/run_handler_thread_pool:run_handler_concurrent_work_queue_test PASSED in 0.3s //tensorflow/core/tfrt/run_handler_thread_pool:run_handler_test PASSED in 0.7s //tensorflow/core/tfrt/run_handler_thread_pool:run_handler_util_test PASSED in 0.2s //tensorflow/core/tfrt/runtime:channel_test PASSED in 0.1s //tensorflow/core/tfrt/runtime:tf_threadpool_concurrent_work_queue_test PASSED in 0.2s //tensorflow/core/tfrt/runtime:work_queue_interface_test PASSED in 0.2s //tensorflow/core/tfrt/utils:graph_partition_test PASSED in 2.5s //tensorflow/core/transforms:eval_utils_test PASSED in 2.1s //tensorflow/core/transforms:graph_transform_wrapper_test PASSED in 0.4s //tensorflow/core/util:bcast_test PASSED in 0.9s //tensorflow/core/util:command_line_flags_test PASSED in 1.2s //tensorflow/core/util:debug_data_dumper_test PASSED in 0.9s //tensorflow/core/util:debug_events_writer_test PASSED in 0.5s //tensorflow/core/util:dump_graph_test PASSED in 1.2s 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//tensorflow/tsl/platform/cloud:google_auth_provider_test PASSED in 0.1s //tensorflow/tsl/platform/cloud:oauth_client_test PASSED in 0.2s //tensorflow/tsl/platform/cloud:ram_file_block_cache_test PASSED in 2.2s //tensorflow/tsl/platform/cloud:time_util_test PASSED in 0.4s //tensorflow/tsl/profiler/backends/cpu:traceme_recorder_test PASSED in 0.8s //tensorflow/tsl/profiler/convert:trace_container_test PASSED in 0.1s //tensorflow/tsl/profiler/convert:trace_events_to_json_test PASSED in 0.1s //tensorflow/tsl/profiler/convert:xla_op_utils_test PASSED in 0.1s //tensorflow/tsl/profiler/convert:xplane_to_trace_events_test PASSED in 0.7s //tensorflow/tsl/profiler/lib:profiler_factory_test PASSED in 0.1s //tensorflow/tsl/profiler/lib:profiler_lock_test PASSED in 0.1s //tensorflow/tsl/profiler/lib:scoped_annotation_test PASSED in 0.1s //tensorflow/tsl/profiler/lib:traceme_encode_test PASSED in 0.1s //tensorflow/tsl/profiler/rpc/client:remote_profiler_session_manager_test PASSED in 3.3s //tensorflow/tsl/profiler/utils:buffer_pool_test PASSED in 0.1s //tensorflow/tsl/profiler/utils:group_events_test PASSED in 0.2s //tensorflow/tsl/profiler/utils:parse_annotation_test PASSED in 0.2s //tensorflow/tsl/profiler/utils:preprocess_xplane_test PASSED in 0.1s //tensorflow/tsl/profiler/utils:tf_op_utils_test PASSED in 0.1s //tensorflow/tsl/profiler/utils:timespan_test PASSED in 0.1s //tensorflow/tsl/profiler/utils:tpu_xplane_utils_test PASSED in 0.1s //tensorflow/tsl/profiler/utils:xplane_builder_test PASSED in 0.1s //tensorflow/tsl/profiler/utils:xplane_utils_test PASSED in 0.3s //tensorflow/tsl/util:device_name_utils_test PASSED in 0.1s //tensorflow/tsl/util:stats_calculator_test PASSED in 0.2s //tensorflow/compiler/tests:complex_div_test_cpu PASSED in 10.4s Stats over 2 runs: max = 10.4s, min = 9.6s, avg = 10.0s, dev = 0.4s //tensorflow/compiler/tests:complex_div_test_cpu_mlir_bridge_test PASSED in 12.9s Stats over 2 runs: max = 12.9s, min = 11.5s, avg = 12.2s, dev = 0.7s //tensorflow/compiler/xla/tests:conditional_test_cpu PASSED in 9.3s Stats over 2 runs: max = 9.3s, min = 9.0s, avg = 9.1s, dev = 0.1s //tensorflow/python/data/experimental/kernel_tests/optimization:optimization_test PASSED in 38.3s Stats over 2 runs: max = 38.3s, min = 20.3s, avg = 29.3s, dev = 9.0s //tensorflow/python/data/experimental/kernel_tests/service:metadata_test PASSED in 19.5s Stats over 2 runs: max = 19.5s, min = 17.5s, avg = 18.5s, dev = 1.0s //tensorflow/python/data/kernel_tests:padded_batch_test PASSED in 34.4s Stats over 2 runs: max = 34.4s, min = 33.5s, avg = 34.0s, dev = 0.4s //tensorflow/python/data/kernel_tests:repeat_test PASSED in 54.5s Stats over 2 runs: max = 54.5s, min = 53.7s, avg = 54.1s, dev = 0.4s //tensorflow/python/data/kernel_tests:window_test PASSED in 60.3s Stats over 2 runs: max = 60.3s, min = 36.8s, avg = 48.5s, dev = 11.7s //tensorflow/python/kernel_tests/array_ops:scatter_nd_ops_test_cpu PASSED in 15.4s Stats over 2 runs: max = 15.4s, min = 15.4s, avg = 15.4s, dev = 0.0s //tensorflow/python/kernel_tests/control_flow:functional_ops_test_cpu PASSED in 19.0s Stats over 2 runs: max = 19.0s, min = 18.1s, avg = 18.5s, dev = 0.5s //tensorflow/python/kernel_tests/control_flow:map_fn_test_cpu PASSED in 28.9s Stats over 2 runs: max = 28.9s, min = 28.1s, avg = 28.5s, dev = 0.4s //tensorflow/python/kernel_tests/nn_ops:atrous_conv2d_test_cpu PASSED in 28.0s Stats over 2 runs: max = 28.0s, min = 19.0s, avg = 23.5s, dev = 4.5s //tensorflow/python/kernel_tests/nn_ops:bias_op_d9m_test_cpu PASSED in 101.4s Stats over 2 runs: max = 101.4s, min = 49.6s, avg = 75.5s, dev = 25.9s //tensorflow/python/kernel_tests/nn_ops:conv2d_backprop_filter_grad_test_cpu PASSED in 9.3s Stats over 2 runs: max = 9.3s, min = 9.3s, avg = 9.3s, dev = 0.0s //tensorflow/python/ops:control_flow_ops_test_cpu PASSED in 32.8s Stats over 2 runs: max = 32.8s, min = 28.1s, avg = 30.5s, dev = 2.3s //tensorflow/tsl/profiler/rpc/client:profiler_client_test FLAKY, failed in 1 out of 2 in 17.7s Stats over 2 runs: max = 17.7s, min = 6.2s, avg = 11.9s, dev = 5.7s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/tsl/profiler/rpc/client/profiler_client_test/test_attempts/attempt_1.log //tensorflow/compiler/tests:spacetobatch_op_test_cpu PASSED in 19.9s Stats over 3 runs: max = 19.9s, min = 19.0s, avg = 19.4s, dev = 0.4s //tensorflow/compiler/tests:spacetobatch_op_test_cpu_mlir_bridge_test PASSED in 14.2s Stats over 3 runs: max = 14.2s, min = 13.0s, avg = 13.6s, dev = 0.5s //tensorflow/compiler/xla/tests:triangular_solve_test_cpu PASSED in 52.7s Stats over 3 runs: max = 52.7s, min = 47.7s, avg = 49.9s, dev = 2.1s //tensorflow/core/data/service:thread_safe_buffer_test PASSED in 0.4s Stats over 3 runs: max = 0.4s, min = 0.2s, avg = 0.3s, dev = 0.1s //tensorflow/python/data/experimental/kernel_tests/service:multi_process_cluster_test PASSED in 20.8s Stats over 3 runs: max = 20.8s, min = 13.3s, avg = 17.7s, dev = 3.2s //tensorflow/python/data/kernel_tests:unique_test PASSED in 19.2s Stats over 3 runs: max = 19.2s, min = 13.8s, avg = 16.3s, dev = 2.2s //tensorflow/python/distribute/coordinator:metric_utils_test PASSED in 36.0s Stats over 3 runs: max = 36.0s, min = 22.1s, avg = 30.3s, dev = 6.0s //tensorflow/python/kernel_tests/array_ops:gather_op_test_cpu PASSED in 49.3s Stats over 3 runs: max = 49.3s, min = 30.3s, avg = 37.3s, dev = 8.5s //tensorflow/python/kernel_tests/array_ops:weights_broadcast_test PASSED in 13.5s Stats over 3 runs: max = 13.5s, min = 13.5s, avg = 13.5s, dev = 0.0s //tensorflow/python/kernel_tests/distributions:util_test_cpu PASSED in 16.0s Stats over 3 runs: max = 16.0s, min = 14.0s, avg = 14.9s, dev = 0.8s //tensorflow/python/kernel_tests/linalg:matrix_triangular_solve_op_test_cpu PASSED in 71.8s Stats over 3 runs: max = 71.8s, min = 18.6s, avg = 36.4s, dev = 25.1s //tensorflow/python/kernel_tests/random:multinomial_op_big_test_cpu PASSED in 33.3s Stats over 3 runs: max = 33.3s, min = 22.3s, avg = 26.0s, dev = 5.1s //tensorflow/compiler/xla/tests:dynamic_ops_test_cpu PASSED in 9.5s Stats over 4 runs: max = 9.5s, min = 7.4s, avg = 8.2s, dev = 0.8s //tensorflow/core/kernels:example_parsing_ops_test PASSED in 1.2s Stats over 4 runs: max = 1.2s, min = 0.8s, avg = 1.0s, dev = 0.1s //tensorflow/python/data/experimental/kernel_tests:auto_shard_dataset_test PASSED in 45.4s Stats over 4 runs: max = 45.4s, min = 22.0s, avg = 32.8s, dev = 9.0s //tensorflow/python/data/experimental/kernel_tests:map_and_batch_test PASSED in 44.6s Stats over 4 runs: max = 44.6s, min = 26.5s, avg = 32.0s, dev = 7.4s //tensorflow/python/data/experimental/kernel_tests:parse_example_dataset_test PASSED in 29.5s Stats over 4 runs: max = 29.5s, min = 15.7s, avg = 22.9s, dev = 6.5s //tensorflow/python/data/experimental/kernel_tests:rebatch_dataset_test PASSED in 27.4s Stats over 4 runs: max = 27.4s, min = 10.9s, avg = 18.2s, dev = 6.2s //tensorflow/python/data/experimental/kernel_tests:sql_dataset_test PASSED in 31.1s Stats over 4 runs: max = 31.1s, min = 27.5s, avg = 29.1s, dev = 1.5s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_ft_test PASSED in 11.8s Stats over 4 runs: max = 11.8s, min = 10.7s, avg = 11.2s, dev = 0.4s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_test PASSED in 75.4s Stats over 4 runs: max = 75.4s, min = 42.8s, avg = 58.0s, dev = 13.7s //tensorflow/python/data/kernel_tests:batch_test PASSED in 35.3s Stats over 4 runs: max = 35.3s, min = 28.6s, avg = 31.0s, dev = 2.6s //tensorflow/python/data/kernel_tests:fixed_length_record_dataset_test PASSED in 19.8s Stats over 4 runs: max = 19.8s, min = 10.2s, avg = 14.8s, dev = 4.5s //tensorflow/python/data/kernel_tests:from_generator_test PASSED in 23.0s Stats over 4 runs: max = 23.0s, min = 14.4s, avg = 18.7s, dev = 3.2s //tensorflow/python/data/kernel_tests:group_by_window_test PASSED in 24.9s Stats over 4 runs: max = 24.9s, min = 9.4s, avg = 15.7s, dev = 6.6s //tensorflow/python/data/kernel_tests:ragged_batch_test PASSED in 18.7s Stats over 4 runs: max = 18.7s, min = 17.0s, avg = 17.9s, dev = 0.7s //tensorflow/python/data/kernel_tests:skip_test PASSED in 28.7s Stats over 4 runs: max = 28.7s, min = 21.9s, avg = 25.7s, dev = 3.0s //tensorflow/python/data/kernel_tests:take_test PASSED in 30.8s Stats over 4 runs: max = 30.8s, min = 30.1s, avg = 30.4s, dev = 0.3s //tensorflow/python/data/kernel_tests:take_while_test PASSED in 32.8s Stats over 4 runs: max = 32.8s, min = 29.6s, avg = 30.8s, dev = 1.3s //tensorflow/python/data/kernel_tests:text_line_dataset_test PASSED in 25.8s Stats over 4 runs: max = 25.8s, min = 20.2s, avg = 23.1s, dev = 2.5s //tensorflow/python/data/kernel_tests:zip_test PASSED in 35.3s Stats over 4 runs: max = 35.3s, min = 23.7s, avg = 29.6s, dev = 5.4s //tensorflow/python/debug/lib:dumping_callback_test_cpu PASSED in 22.2s Stats over 4 runs: max = 22.2s, min = 21.0s, avg = 21.3s, dev = 0.5s //tensorflow/python/distribute:cross_device_ops_test_2gpu PASSED in 35.8s Stats over 4 runs: max = 35.8s, min = 26.9s, avg = 30.7s, dev = 3.5s //tensorflow/python/distribute:cross_device_ops_test_cpu PASSED in 35.9s Stats over 4 runs: max = 35.9s, min = 27.2s, avg = 31.6s, dev = 3.2s //tensorflow/python/framework:convert_to_constants_test PASSED in 38.4s Stats over 4 runs: max = 38.4s, min = 33.7s, avg = 35.9s, dev = 1.7s //tensorflow/python/kernel_tests:collective_ops_test_2gpu PASSED in 44.0s Stats over 4 runs: max = 44.0s, min = 42.0s, avg = 43.2s, dev = 0.8s //tensorflow/python/kernel_tests:collective_ops_test_cpu PASSED in 36.7s Stats over 4 runs: max = 36.7s, min = 34.6s, avg = 35.5s, dev = 0.8s //tensorflow/python/kernel_tests/array_ops:concat_op_test_cpu PASSED in 18.2s Stats over 4 runs: max = 18.2s, min = 14.9s, avg = 16.5s, dev = 1.2s //tensorflow/python/kernel_tests/array_ops:init_ops_test_cpu PASSED in 100.0s Stats over 4 runs: max = 100.0s, min = 53.5s, avg = 74.9s, dev = 19.6s //tensorflow/python/kernel_tests/array_ops:split_op_test_cpu PASSED in 45.4s Stats over 4 runs: max = 45.4s, min = 25.4s, avg = 33.0s, dev = 8.1s //tensorflow/python/kernel_tests/linalg:einsum_op_test_cpu PASSED in 92.9s Stats over 4 runs: max = 92.9s, min = 17.1s, avg = 49.6s, dev = 31.9s //tensorflow/python/kernel_tests/linalg:linear_operator_lower_triangular_test_cpu PASSED in 36.0s Stats over 4 runs: max = 36.0s, min = 33.1s, avg = 34.3s, dev = 1.0s //tensorflow/python/kernel_tests/nn_ops:conv_ops_test_cpu PASSED in 44.1s Stats over 4 runs: max = 44.1s, min = 35.0s, avg = 39.2s, dev = 3.9s //tensorflow/python/kernel_tests/random:random_gamma_test_cpu PASSED in 112.7s Stats over 4 runs: max = 112.7s, min = 10.8s, avg = 54.3s, dev = 43.7s //tensorflow/python/kernel_tests/signal:window_ops_test_cpu PASSED in 24.7s Stats over 4 runs: max = 24.7s, min = 22.7s, avg = 23.5s, dev = 0.8s //tensorflow/python/ops:nn_batchnorm_test_cpu PASSED in 22.0s Stats over 4 runs: max = 22.0s, min = 17.9s, avg = 19.3s, dev = 1.6s //tensorflow/python/ops:nn_fused_batchnorm_d9m_test_cpu PASSED in 18.4s Stats over 4 runs: max = 18.4s, min = 17.0s, avg = 17.9s, dev = 0.6s //tensorflow/python/ops/ragged:ragged_gather_op_test PASSED in 87.0s Stats over 4 runs: max = 87.0s, min = 23.6s, avg = 58.2s, dev = 22.6s //tensorflow/python/ops/ragged:ragged_getitem_test PASSED in 48.2s Stats over 4 runs: max = 48.2s, min = 45.1s, avg = 46.6s, dev = 1.4s //tensorflow/compiler/tests:async_comp_test_cpu PASSED in 10.7s Stats over 5 runs: max = 10.7s, min = 9.4s, avg = 9.9s, dev = 0.5s //tensorflow/compiler/tests:conv3d_test_cpu PASSED in 18.9s Stats over 5 runs: max = 18.9s, min = 11.3s, avg = 15.0s, dev = 3.0s //tensorflow/compiler/tests:conv3d_test_cpu_mlir_bridge_test PASSED in 16.3s Stats over 5 runs: max = 16.3s, min = 9.6s, avg = 12.6s, dev = 2.6s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu PASSED in 20.3s Stats over 5 runs: max = 20.3s, min = 9.9s, avg = 14.4s, dev = 4.7s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu_mlir_bridge_test PASSED in 14.8s Stats over 5 runs: max = 14.8s, min = 9.9s, avg = 12.0s, dev = 1.9s //tensorflow/compiler/tests:fused_batchnorm_test_cpu PASSED in 15.5s Stats over 5 runs: max = 15.5s, min = 12.3s, avg = 14.0s, dev = 1.2s //tensorflow/compiler/tests:fused_batchnorm_test_cpu_mlir_bridge_test PASSED in 11.2s Stats over 5 runs: max = 11.2s, min = 10.5s, avg = 10.9s, dev = 0.2s //tensorflow/compiler/tests:image_ops_jit_compile_test_cpu PASSED in 12.0s Stats over 5 runs: max = 12.0s, min = 7.4s, avg = 9.0s, dev = 1.6s //tensorflow/compiler/tests:reduce_ops_test_cpu PASSED in 12.8s Stats over 5 runs: max = 12.8s, min = 10.8s, avg = 11.9s, dev = 0.7s //tensorflow/compiler/tests:reduce_ops_test_cpu_mlir_bridge_test PASSED in 16.6s Stats over 5 runs: max = 16.6s, min = 13.9s, avg = 15.1s, dev = 1.0s //tensorflow/compiler/tests:repeat_op_test_cpu PASSED in 11.9s Stats over 5 runs: max = 11.9s, min = 10.5s, avg = 11.2s, dev = 0.5s //tensorflow/compiler/tests:repeat_op_test_cpu_mlir_bridge_test PASSED in 28.9s Stats over 5 runs: max = 28.9s, min = 26.7s, avg = 27.6s, dev = 0.8s //tensorflow/compiler/tests:special_math_test_cpu PASSED in 99.5s Stats over 5 runs: max = 99.5s, min = 14.7s, avg = 53.4s, dev = 27.1s //tensorflow/compiler/tests:special_math_test_cpu_mlir_bridge_test PASSED in 102.0s Stats over 5 runs: max = 102.0s, min = 17.5s, avg = 48.3s, dev = 29.1s //tensorflow/compiler/xla/client/lib:self_adjoint_eig_test_cpu PASSED in 24.6s Stats over 5 runs: max = 24.6s, min = 10.8s, avg = 18.5s, dev = 5.9s //tensorflow/core/grappler/optimizers:constant_folding_test PASSED in 4.2s Stats over 5 runs: max = 4.2s, min = 2.9s, avg = 3.4s, dev = 0.5s //tensorflow/dtensor/python/tests:layout_propagation_test_cpu PASSED in 12.8s Stats over 5 runs: max = 12.8s, min = 12.3s, avg = 12.5s, dev = 0.2s //tensorflow/dtensor/python/tests:multi_mesh_test_cpu PASSED in 13.2s Stats over 5 runs: max = 13.2s, min = 11.5s, avg = 12.4s, dev = 0.6s //tensorflow/python/distribute:mirrored_strategy_test_2gpu PASSED in 13.5s Stats over 5 runs: max = 13.5s, min = 12.5s, avg = 13.1s, dev = 0.3s //tensorflow/python/distribute:mirrored_strategy_test_cpu PASSED in 20.2s Stats over 5 runs: max = 20.2s, min = 17.1s, avg = 18.6s, dev = 1.2s //tensorflow/python/distribute:moving_averages_test_2gpu PASSED in 66.9s Stats over 5 runs: max = 66.9s, min = 59.8s, avg = 63.1s, dev = 2.8s //tensorflow/python/distribute:moving_averages_test_cpu PASSED in 22.4s Stats over 5 runs: max = 22.4s, min = 18.8s, avg = 20.4s, dev = 1.3s //tensorflow/python/distribute:vars_test_2gpu PASSED in 21.7s Stats over 5 runs: max = 21.7s, min = 19.2s, avg = 20.5s, dev = 0.9s //tensorflow/python/distribute:vars_test_cpu PASSED in 24.1s Stats over 5 runs: max = 24.1s, min = 22.5s, avg = 23.1s, dev = 0.6s //tensorflow/python/eager:device_placement_test_cpu PASSED in 15.3s Stats over 5 runs: max = 15.3s, min = 13.8s, avg = 14.6s, dev = 0.5s //tensorflow/python/eager:forwardprop_test_cpu PASSED in 118.0s Stats over 5 runs: max = 118.0s, min = 19.0s, avg = 56.6s, dev = 33.2s //tensorflow/python/eager/polymorphic_function:gradients_test_cpu PASSED in 20.6s Stats over 5 runs: max = 20.6s, min = 14.8s, avg = 17.4s, dev = 2.6s //tensorflow/python/kernel_tests/linalg:cholesky_op_test_cpu PASSED in 77.8s Stats over 5 runs: max = 77.8s, min = 59.1s, avg = 70.5s, dev = 6.6s //tensorflow/python/kernel_tests/linalg:linear_operator_adjoint_test_cpu PASSED in 35.6s Stats over 5 runs: max = 35.6s, min = 32.7s, avg = 34.4s, dev = 1.0s //tensorflow/python/kernel_tests/linalg:linear_operator_composition_test_cpu PASSED in 52.2s Stats over 5 runs: max = 52.2s, min = 50.4s, avg = 51.3s, dev = 0.7s //tensorflow/python/kernel_tests/linalg:linear_operator_diag_test_cpu PASSED in 27.6s Stats over 5 runs: max = 27.6s, min = 25.8s, avg = 26.5s, dev = 0.7s //tensorflow/python/kernel_tests/linalg:linear_operator_full_matrix_test_cpu PASSED in 37.3s Stats over 5 runs: max = 37.3s, min = 35.1s, avg = 36.3s, dev = 0.7s //tensorflow/python/kernel_tests/linalg:linear_operator_householder_test_cpu PASSED in 37.2s Stats over 5 runs: max = 37.2s, min = 32.3s, avg = 33.8s, dev = 1.8s //tensorflow/python/kernel_tests/linalg:linear_operator_identity_test_cpu PASSED in 36.5s Stats over 5 runs: max = 36.5s, min = 35.5s, avg = 36.0s, dev = 0.4s //tensorflow/python/kernel_tests/linalg:linear_operator_inversion_test_cpu PASSED in 34.4s Stats over 5 runs: max = 34.4s, min = 31.6s, avg = 33.2s, dev = 1.1s //tensorflow/python/kernel_tests/linalg:linear_operator_permutation_test_cpu PASSED in 28.9s Stats over 5 runs: max = 28.9s, min = 25.0s, avg = 26.7s, dev = 1.3s //tensorflow/python/kernel_tests/linalg:linear_operator_toeplitz_test_cpu PASSED in 23.6s Stats over 5 runs: max = 23.6s, min = 22.3s, avg = 23.1s, dev = 0.5s //tensorflow/python/kernel_tests/linalg:linear_operator_tridiag_test_cpu PASSED in 108.7s Stats over 5 runs: max = 108.7s, min = 103.8s, avg = 105.5s, dev = 1.8s //tensorflow/python/kernel_tests/linalg:linear_operator_util_test_cpu PASSED in 15.0s Stats over 5 runs: max = 15.0s, min = 14.3s, avg = 14.6s, dev = 0.2s //tensorflow/python/kernel_tests/linalg:linear_operator_zeros_test_cpu PASSED in 16.1s Stats over 5 runs: max = 16.1s, min = 15.7s, avg = 15.9s, dev = 0.2s //tensorflow/python/kernel_tests/nn_ops:fractional_avg_pool_op_test PASSED in 16.7s Stats over 5 runs: max = 16.7s, min = 10.3s, avg = 12.0s, dev = 2.4s //tensorflow/python/kernel_tests/nn_ops:fractional_max_pool_op_test PASSED in 21.0s Stats over 5 runs: max = 21.0s, min = 10.0s, avg = 13.5s, dev = 4.2s //tensorflow/python/kernel_tests/sparse_ops:sparse_ops_test_cpu PASSED in 27.2s Stats over 5 runs: max = 27.2s, min = 10.4s, avg = 14.6s, dev = 6.4s //tensorflow/python/ops/parallel_for:math_test_cpu PASSED in 88.6s Stats over 5 runs: max = 88.6s, min = 29.8s, avg = 52.8s, dev = 20.6s //tensorflow/compiler/tests:scan_ops_test_cpu PASSED in 18.4s Stats over 6 runs: max = 18.4s, min = 13.6s, avg = 15.8s, dev = 1.5s //tensorflow/compiler/tests:scan_ops_test_cpu_mlir_bridge_test PASSED in 24.6s Stats over 6 runs: max = 24.6s, min = 20.4s, avg = 22.8s, dev = 1.3s //tensorflow/python/data/experimental/kernel_tests:make_batched_features_dataset_test PASSED in 30.1s Stats over 6 runs: max = 30.1s, min = 9.9s, avg = 18.9s, dev = 8.8s //tensorflow/python/kernel_tests/array_ops:diag_op_test_cpu PASSED in 68.9s Stats over 6 runs: max = 68.9s, min = 11.5s, avg = 23.9s, dev = 20.2s //tensorflow/python/kernel_tests/math_ops:reduction_ops_test_cpu PASSED in 69.0s Stats over 6 runs: max = 69.0s, min = 27.5s, avg = 50.2s, dev = 13.3s //tensorflow/python/ops:accumulate_n_benchmark_cpu PASSED in 11.0s Stats over 6 runs: max = 11.0s, min = 8.7s, avg = 10.0s, dev = 0.8s //tensorflow/python/distribute/experimental/rpc:rpc_ops_test PASSED in 24.7s Stats over 7 runs: max = 24.7s, min = 11.9s, avg = 16.0s, dev = 4.9s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu PASSED in 55.3s Stats over 8 runs: max = 55.3s, min = 7.0s, avg = 22.9s, dev = 15.7s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu_mlir_bridge_test PASSED in 77.5s Stats over 8 runs: max = 77.5s, min = 8.8s, avg = 28.7s, dev = 22.6s //tensorflow/dtensor/python/tests:input_util_test PASSED in 29.4s Stats over 8 runs: max = 29.4s, min = 18.0s, avg = 23.6s, dev = 3.7s //tensorflow/python/data/experimental/kernel_tests:csv_dataset_test PASSED in 34.8s Stats over 8 runs: max = 34.8s, min = 11.2s, avg = 19.5s, dev = 8.5s //tensorflow/python/data/experimental/kernel_tests:parallel_interleave_test PASSED in 33.0s Stats over 8 runs: max = 33.0s, min = 13.1s, avg = 23.7s, dev = 7.0s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_ft_test PASSED in 53.9s Stats over 8 runs: max = 53.9s, min = 12.5s, avg = 28.4s, dev = 15.0s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_test PASSED in 41.7s Stats over 8 runs: max = 41.7s, min = 11.7s, avg = 18.4s, dev = 9.6s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_test PASSED in 30.5s Stats over 8 runs: max = 30.5s, min = 11.1s, avg = 18.1s, dev = 7.3s //tensorflow/python/data/experimental/kernel_tests/service:fault_tolerance_test PASSED in 40.9s Stats over 8 runs: max = 40.9s, min = 27.7s, avg = 33.4s, dev = 4.3s //tensorflow/python/data/kernel_tests:filter_test PASSED in 19.5s Stats over 8 runs: max = 19.5s, min = 14.5s, avg = 16.5s, dev = 1.5s //tensorflow/python/data/kernel_tests:flat_map_test PASSED in 40.2s Stats over 8 runs: max = 40.2s, min = 15.1s, avg = 26.9s, dev = 10.9s //tensorflow/python/data/kernel_tests:shard_test PASSED in 28.1s Stats over 8 runs: max = 28.1s, min = 20.8s, avg = 24.5s, dev = 2.5s //tensorflow/python/data/kernel_tests:shuffle_test PASSED in 80.6s Stats over 8 runs: max = 80.6s, min = 47.0s, avg = 55.0s, dev = 9.9s //tensorflow/python/data/kernel_tests:tf_record_dataset_test PASSED in 44.2s Stats over 8 runs: max = 44.2s, min = 28.6s, avg = 36.0s, dev = 4.1s //tensorflow/python/distribute/failure_handling:gce_failure_handler_test PASSED in 106.8s Stats over 8 runs: max = 106.8s, min = 15.5s, avg = 48.1s, dev = 29.7s //tensorflow/python/kernel_tests/linalg:linalg_ops_test_cpu PASSED in 54.1s Stats over 8 runs: max = 54.1s, min = 33.7s, avg = 44.4s, dev = 7.7s //tensorflow/python/kernel_tests/linalg:linear_operator_block_diag_test_cpu PASSED in 86.0s Stats over 8 runs: max = 86.0s, min = 71.5s, avg = 79.8s, dev = 5.5s //tensorflow/python/kernel_tests/linalg:linear_operator_block_lower_triangular_test_cpu PASSED in 71.0s Stats over 8 runs: max = 71.0s, min = 39.5s, avg = 56.6s, dev = 10.1s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_d9m_test_cpu PASSED in 67.0s Stats over 8 runs: max = 67.0s, min = 9.3s, avg = 19.4s, dev = 18.9s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_test_cpu PASSED in 10.9s Stats over 8 runs: max = 10.9s, min = 10.1s, avg = 10.4s, dev = 0.3s //tensorflow/python/kernel_tests/signal:fft_ops_test_cpu PASSED in 22.0s Stats over 8 runs: max = 22.0s, min = 12.4s, avg = 17.2s, dev = 3.7s //tensorflow/python/ops/ragged:dynamic_ragged_shape_test PASSED in 53.4s Stats over 8 runs: max = 53.4s, min = 34.3s, avg = 43.8s, dev = 6.1s //tensorflow/python/ops/ragged:ragged_tensor_test PASSED in 28.4s Stats over 8 runs: max = 28.4s, min = 15.3s, avg = 19.1s, dev = 3.9s //tensorflow/python/distribute/failure_handling:failure_handler_test FLAKY, failed in 1 out of 9 in 82.1s Stats over 9 runs: max = 82.1s, min = 51.9s, avg = 64.6s, dev = 7.6s /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:bincount_op_test_cpu PASSED in 10.4s Stats over 10 runs: max = 10.4s, min = 7.8s, avg = 9.0s, dev = 0.7s //tensorflow/compiler/tests:conv2d_test_cpu PASSED in 11.2s Stats over 10 runs: max = 11.2s, min = 10.1s, avg = 10.8s, dev = 0.3s //tensorflow/compiler/tests:conv2d_test_cpu_mlir_bridge_test PASSED in 11.1s Stats over 10 runs: max = 11.1s, min = 10.1s, avg = 10.5s, dev = 0.3s //tensorflow/compiler/tests:random_ops_test_cpu PASSED in 15.6s Stats over 10 runs: max = 15.6s, min = 8.5s, avg = 12.3s, dev = 2.4s //tensorflow/compiler/tests:random_ops_test_cpu_mlir_bridge_test PASSED in 14.8s Stats over 10 runs: max = 14.8s, min = 7.1s, avg = 10.8s, dev = 2.3s //tensorflow/compiler/tests:stateless_random_ops_test_cpu PASSED in 79.5s Stats over 10 runs: max = 79.5s, min = 53.2s, avg = 65.9s, dev = 8.4s //tensorflow/compiler/tests:stateless_random_ops_test_cpu_mlir_bridge_test PASSED in 90.8s Stats over 10 runs: max = 90.8s, min = 57.6s, avg = 75.0s, dev = 10.7s //tensorflow/compiler/tests:stochastic_cast_op_test_cpu PASSED in 23.7s Stats over 10 runs: max = 23.7s, min = 20.1s, avg = 22.6s, dev = 1.0s //tensorflow/compiler/xla/client/lib:svd_test_cpu PASSED in 30.9s Stats over 10 runs: max = 30.9s, min = 6.2s, avg = 13.9s, dev = 8.6s //tensorflow/compiler/xla/client/lib:tridiagonal_test_cpu PASSED in 7.4s Stats over 10 runs: max = 7.4s, min = 6.2s, avg = 6.9s, dev = 0.4s //tensorflow/compiler/xla/service/cpu:cpu_runtime_test PASSED in 15.1s Stats over 10 runs: max = 15.1s, min = 1.3s, avg = 10.6s, dev = 4.9s //tensorflow/python/data/kernel_tests:rejection_resample_test PASSED in 43.1s Stats over 10 runs: max = 43.1s, min = 9.6s, avg = 19.0s, dev = 9.8s //tensorflow/python/distribute:input_lib_type_spec_test_2gpu PASSED in 24.2s Stats over 10 runs: max = 24.2s, min = 12.7s, avg = 18.2s, dev = 4.4s //tensorflow/python/distribute:input_lib_type_spec_test_cpu PASSED in 38.4s Stats over 10 runs: max = 38.4s, min = 17.8s, avg = 30.1s, dev = 8.2s //tensorflow/python/framework:config_vgpu_test_2gpu PASSED in 9.5s Stats over 10 runs: max = 9.5s, min = 7.6s, avg = 8.7s, dev = 0.6s //tensorflow/python/framework:config_vgpu_test_cpu PASSED in 11.3s Stats over 10 runs: max = 11.3s, min = 9.7s, avg = 10.2s, dev = 0.6s //tensorflow/python/framework:function_test_cpu PASSED in 54.0s Stats over 10 runs: max = 54.0s, min = 9.5s, avg = 15.2s, dev = 13.1s //tensorflow/python/grappler:cluster_test_cpu PASSED in 10.5s Stats over 10 runs: max = 10.5s, min = 9.6s, avg = 10.1s, dev = 0.3s //tensorflow/python/kernel_tests/array_ops:array_ops_test_cpu PASSED in 16.2s Stats over 10 runs: max = 16.2s, min = 10.9s, avg = 13.7s, dev = 1.7s //tensorflow/python/kernel_tests/array_ops:inplace_ops_test_cpu PASSED in 10.2s Stats over 10 runs: max = 10.2s, min = 9.1s, avg = 9.8s, dev = 0.4s //tensorflow/python/kernel_tests/data_structures:tensor_array_ops_test_cpu PASSED in 14.8s Stats over 10 runs: max = 14.8s, min = 11.4s, avg = 12.9s, dev = 1.2s //tensorflow/python/kernel_tests/linalg:linear_operator_low_rank_update_test_cpu PASSED in 92.0s Stats over 10 runs: max = 92.0s, min = 84.2s, avg = 87.6s, dev = 2.3s //tensorflow/python/kernel_tests/linalg:tridiagonal_matmul_op_test_cpu PASSED in 125.0s Stats over 10 runs: max = 125.0s, min = 8.7s, avg = 21.3s, dev = 34.6s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_ops_test_cpu PASSED in 61.0s Stats over 10 runs: max = 61.0s, min = 36.9s, avg = 47.0s, dev = 7.7s //tensorflow/python/kernel_tests/math_ops:segment_reduction_ops_test_cpu PASSED in 29.3s Stats over 10 runs: max = 29.3s, min = 9.1s, avg = 17.8s, dev = 8.4s //tensorflow/python/kernel_tests/nn_ops:pooling_ops_test_cpu PASSED in 33.8s Stats over 10 runs: max = 33.8s, min = 14.5s, avg = 18.9s, dev = 7.2s //tensorflow/python/kernel_tests/nn_ops:rnn_test_cpu PASSED in 15.2s Stats over 10 runs: max = 15.2s, min = 11.8s, avg = 13.5s, dev = 1.2s //tensorflow/python/kernel_tests/random:random_index_shuffle_test PASSED in 19.3s Stats over 10 runs: max = 19.3s, min = 13.8s, avg = 16.6s, dev = 1.7s //tensorflow/python/kernel_tests/random:stateless_random_ops_test_cpu PASSED in 101.7s Stats over 10 runs: max = 101.7s, min = 18.4s, avg = 59.7s, dev = 39.4s //tensorflow/python/ops:special_math_ops_test_cpu PASSED in 39.2s Stats over 10 runs: max = 39.2s, min = 5.0s, avg = 13.3s, dev = 9.1s //tensorflow/python/ops:weak_tensor_special_math_ops_test_cpu PASSED in 16.3s Stats over 10 runs: max = 16.3s, min = 11.0s, avg = 13.8s, dev = 1.6s //tensorflow/python/ops/numpy_ops/tests:np_indexing_test PASSED in 130.1s Stats over 10 runs: max = 130.1s, min = 108.9s, avg = 119.7s, dev = 9.0s //tensorflow/python/ops/ragged:ragged_tensor_supported_values_test PASSED in 35.2s Stats over 10 runs: max = 35.2s, min = 31.6s, avg = 33.0s, dev = 1.1s //tensorflow/python/saved_model:load_test_cpu PASSED in 69.6s Stats over 10 runs: max = 69.6s, min = 38.8s, avg = 46.7s, dev = 8.1s //tensorflow/compiler/tests:fft_test_cpu PASSED in 26.0s Stats over 12 runs: max = 26.0s, min = 10.6s, avg = 18.4s, dev = 5.2s //tensorflow/compiler/xla/service:triangular_solve_expander_test PASSED in 4.2s Stats over 12 runs: max = 4.2s, min = 2.2s, avg = 2.9s, dev = 0.5s //tensorflow/python/data/experimental/kernel_tests:group_by_reducer_test PASSED in 23.4s Stats over 12 runs: max = 23.4s, min = 7.9s, avg = 13.2s, dev = 4.8s //tensorflow/python/data/kernel_tests:choose_from_datasets_test PASSED in 15.6s Stats over 12 runs: max = 15.6s, min = 9.1s, avg = 11.9s, dev = 2.0s //tensorflow/python/data/kernel_tests:memory_cleanup_test_cpu PASSED in 15.1s Stats over 12 runs: max = 15.1s, min = 8.0s, avg = 11.1s, dev = 2.0s //tensorflow/python/distribute:multi_process_runner_test_2gpu PASSED in 231.6s Stats over 12 runs: max = 231.6s, min = 17.4s, avg = 59.3s, dev = 58.2s //tensorflow/python/distribute:multi_process_runner_test_cpu PASSED in 243.8s Stats over 12 runs: max = 243.8s, min = 27.9s, avg = 63.4s, dev = 58.3s //tensorflow/python/eager/polymorphic_function:polymorphic_function_test_cpu PASSED in 23.1s Stats over 15 runs: max = 23.1s, min = 17.1s, avg = 19.7s, dev = 1.8s //tensorflow/python/kernel_tests/nn_ops:rnn_cell_test_cpu PASSED in 58.4s Stats over 15 runs: max = 58.4s, min = 13.8s, avg = 19.6s, dev = 11.1s //tensorflow/compiler/tests:ftrl_test_cpu PASSED in 15.2s Stats over 16 runs: max = 15.2s, min = 10.2s, avg = 12.3s, dev = 1.6s //tensorflow/compiler/tests:ternary_ops_test_cpu PASSED in 13.9s Stats over 16 runs: max = 13.9s, min = 6.4s, avg = 9.7s, dev = 2.4s //tensorflow/compiler/tests:ternary_ops_test_cpu_mlir_bridge_test PASSED in 16.4s Stats over 16 runs: max = 16.4s, min = 11.8s, avg = 13.6s, dev = 1.2s //tensorflow/python/data/experimental/kernel_tests/service:dynamic_sharding_test PASSED in 16.7s Stats over 16 runs: max = 16.7s, min = 5.5s, avg = 10.8s, dev = 4.0s //tensorflow/python/data/experimental/kernel_tests/service:worker_tags_test PASSED in 34.9s Stats over 16 runs: max = 34.9s, min = 10.6s, avg = 19.3s, dev = 6.3s //tensorflow/python/data/kernel_tests:snapshot_test PASSED in 61.2s Stats over 16 runs: max = 61.2s, min = 40.4s, avg = 48.0s, dev = 5.5s //tensorflow/python/kernel_tests/control_flow:control_flow_ops_py_test_cpu PASSED in 32.0s Stats over 16 runs: max = 32.0s, min = 9.7s, avg = 12.8s, dev = 5.2s //tensorflow/python/kernel_tests/linalg:matrix_exponential_op_test PASSED in 17.6s Stats over 16 runs: max = 17.6s, min = 10.4s, avg = 13.5s, dev = 2.1s //tensorflow/python/kernel_tests/signal:dct_ops_test_cpu PASSED in 18.1s Stats over 16 runs: max = 18.1s, min = 12.9s, avg = 15.3s, dev = 1.5s //tensorflow/python/ops:image_ops_test_cpu PASSED in 24.4s Stats over 16 runs: max = 24.4s, min = 13.4s, avg = 16.4s, dev = 2.8s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_ft_test PASSED in 90.4s Stats over 17 runs: max = 90.4s, min = 6.0s, avg = 28.3s, dev = 32.1s //tensorflow/python/data/kernel_tests:map_test PASSED in 36.1s Stats over 19 runs: max = 36.1s, min = 11.4s, avg = 21.6s, dev = 6.2s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu PASSED in 9.9s Stats over 20 runs: max = 9.9s, min = 6.4s, avg = 8.9s, dev = 1.0s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu_mlir_bridge_test PASSED in 11.3s Stats over 20 runs: max = 11.3s, min = 5.0s, avg = 9.1s, dev = 1.5s //tensorflow/compiler/tests:pooling_ops_test_cpu PASSED in 13.6s Stats over 20 runs: max = 13.6s, min = 5.8s, avg = 8.8s, dev = 1.7s //tensorflow/compiler/tests:pooling_ops_test_cpu_mlir_bridge_test PASSED in 12.8s Stats over 20 runs: max = 12.8s, min = 5.0s, avg = 7.3s, dev = 2.0s //tensorflow/compiler/xla/tests:convolution_dimension_numbers_test_cpu PASSED in 7.5s Stats over 20 runs: max = 7.5s, min = 6.2s, avg = 6.8s, dev = 0.3s //tensorflow/compiler/xla/tests:dot_operation_single_threaded_runtime_test_cpu PASSED in 16.1s Stats over 20 runs: max = 16.1s, min = 10.6s, avg = 13.2s, dev = 1.7s //tensorflow/compiler/xla/tests:dot_operation_test_cpu PASSED in 12.9s Stats over 20 runs: max = 12.9s, min = 9.1s, avg = 10.5s, dev = 1.1s //tensorflow/compiler/xla/tests:prng_test_cpu PASSED in 13.0s Stats over 20 runs: max = 13.0s, min = 7.3s, avg = 9.1s, dev = 1.3s //tensorflow/compiler/xla/tests:reduce_window_test_cpu PASSED in 44.8s Stats over 20 runs: max = 44.8s, min = 6.3s, avg = 16.1s, dev = 11.4s //tensorflow/python/autograph/tests:loop_control_flow_test PASSED in 51.6s Stats over 20 runs: max = 51.6s, min = 48.6s, avg = 49.7s, dev = 0.8s //tensorflow/python/kernel_tests:metrics_test PASSED in 71.3s Stats over 20 runs: max = 71.3s, min = 13.0s, avg = 41.4s, dev = 15.4s //tensorflow/python/kernel_tests/array_ops:matrix_band_part_op_test_cpu PASSED in 10.1s Stats over 20 runs: max = 10.1s, min = 4.1s, avg = 7.2s, dev = 2.1s //tensorflow/python/kernel_tests/data_structures:barrier_ops_test PASSED in 24.3s Stats over 20 runs: max = 24.3s, min = 4.4s, avg = 11.6s, dev = 6.6s //tensorflow/python/kernel_tests/linalg:eig_op_test PASSED in 63.0s Stats over 20 runs: max = 63.0s, min = 27.0s, avg = 35.7s, dev = 11.9s //tensorflow/python/kernel_tests/linalg:linalg_grad_test_cpu PASSED in 106.9s Stats over 20 runs: max = 106.9s, min = 34.1s, avg = 55.9s, dev = 20.1s //tensorflow/python/kernel_tests/linalg:norm_op_test_cpu PASSED in 11.1s Stats over 20 runs: max = 11.1s, min = 4.9s, avg = 8.0s, dev = 2.2s //tensorflow/python/kernel_tests/linalg:normalize_op_test_cpu PASSED in 16.3s Stats over 20 runs: max = 16.3s, min = 9.1s, avg = 12.3s, dev = 2.3s //tensorflow/python/kernel_tests/linalg:qr_op_test_cpu PASSED in 137.7s Stats over 20 runs: max = 137.7s, min = 36.2s, avg = 86.4s, dev = 34.5s //tensorflow/python/kernel_tests/linalg:self_adjoint_eig_op_test_cpu PASSED in 24.1s Stats over 20 runs: max = 24.1s, min = 7.5s, avg = 13.0s, dev = 5.5s //tensorflow/python/kernel_tests/math_ops:batch_matmul_op_test_cpu PASSED in 24.0s Stats over 20 runs: max = 24.0s, min = 12.9s, avg = 17.9s, dev = 4.6s //tensorflow/python/kernel_tests/math_ops:matmul_op_test_cpu PASSED in 39.1s Stats over 20 runs: max = 39.1s, min = 34.1s, avg = 36.5s, dev = 1.7s //tensorflow/python/kernel_tests/math_ops:tensordot_op_test_cpu PASSED in 69.7s Stats over 20 runs: max = 69.7s, min = 8.1s, avg = 28.0s, dev = 21.2s //tensorflow/python/kernel_tests/nn_ops:embedding_ops_test_cpu PASSED in 22.2s Stats over 20 runs: max = 22.2s, min = 13.7s, avg = 16.4s, dev = 1.7s //tensorflow/python/data/experimental/kernel_tests/service:local_workers_test PASSED in 24.2s Stats over 24 runs: max = 24.2s, min = 6.7s, avg = 16.8s, dev = 3.9s //tensorflow/python/data/kernel_tests:interleave_test PASSED in 25.8s Stats over 24 runs: max = 25.8s, min = 13.5s, avg = 17.8s, dev = 3.6s //tensorflow/python/data/kernel_tests:sample_from_datasets_test PASSED in 22.3s Stats over 24 runs: max = 22.3s, min = 4.4s, avg = 11.5s, dev = 4.9s //tensorflow/compiler/xla/tests:array_elementwise_ops_test_cpu PASSED in 7.9s Stats over 25 runs: max = 7.9s, min = 6.1s, avg = 6.8s, dev = 0.6s //tensorflow/compiler/xla/tests:select_and_scatter_test_cpu PASSED in 50.4s Stats over 25 runs: max = 50.4s, min = 6.4s, avg = 11.7s, dev = 9.7s //tensorflow/compiler/xla/tests:convolution_variants_test_cpu PASSED in 7.5s Stats over 30 runs: max = 7.5s, min = 6.0s, avg = 6.5s, dev = 0.4s //tensorflow/compiler/xla/tests:iota_test_cpu PASSED in 23.8s Stats over 30 runs: max = 23.8s, min = 11.6s, avg = 16.1s, dev = 3.1s //tensorflow/compiler/xla/tests:params_test_cpu PASSED in 7.6s Stats over 30 runs: max = 7.6s, min = 6.3s, avg = 6.9s, dev = 0.4s //tensorflow/compiler/xla/tests:reshape_test_cpu PASSED in 8.2s Stats over 30 runs: max = 8.2s, min = 6.2s, avg = 6.8s, dev = 0.5s //tensorflow/python/kernel_tests/nn_ops:conv_ops_3d_test_cpu PASSED in 18.4s Stats over 30 runs: max = 18.4s, min = 4.0s, avg = 12.2s, dev = 3.4s //tensorflow/compiler/xla/tests:reduce_test_cpu PASSED in 15.0s Stats over 31 runs: max = 15.0s, min = 7.1s, avg = 10.2s, dev = 1.9s //tensorflow/compiler/xla/tests:scalar_computations_test_cpu PASSED in 10.9s Stats over 32 runs: max = 10.9s, min = 5.9s, avg = 7.7s, dev = 1.2s //tensorflow/python/data/experimental/kernel_tests/service:data_service_ops_test PASSED in 21.0s Stats over 32 runs: max = 21.0s, min = 3.8s, avg = 10.5s, dev = 4.2s //tensorflow/python/kernel_tests/linalg:linear_operator_circulant_test_cpu PASSED in 45.0s Stats over 32 runs: max = 45.0s, min = 31.0s, avg = 37.9s, dev = 3.3s //tensorflow/compiler/xla/tests:batch_normalization_test_cpu PASSED in 10.8s Stats over 40 runs: max = 10.8s, min = 6.6s, avg = 8.1s, dev = 1.1s //tensorflow/compiler/xla/tests:bfloat16_test_cpu PASSED in 8.5s Stats over 40 runs: max = 8.5s, min = 6.9s, avg = 7.8s, dev = 0.4s //tensorflow/compiler/xla/tests:conv_depthwise_backprop_filter_test_cpu PASSED in 11.5s Stats over 40 runs: max = 11.5s, min = 7.0s, avg = 8.4s, dev = 0.9s //tensorflow/compiler/xla/tests:slice_test_cpu PASSED in 10.4s Stats over 40 runs: max = 10.4s, min = 6.6s, avg = 8.5s, dev = 0.9s //tensorflow/core/kernels:stochastic_cast_op_test PASSED in 1.5s Stats over 48 runs: max = 1.5s, min = 0.4s, avg = 0.6s, dev = 0.3s //tensorflow/compiler/mlir/quantization/tensorflow/python:quantize_model_test PASSED in 54.4s Stats over 50 runs: max = 54.4s, min = 26.2s, avg = 41.0s, dev = 7.3s //tensorflow/compiler/tests:sort_ops_test_cpu PASSED in 40.5s Stats over 50 runs: max = 40.5s, min = 3.8s, avg = 12.1s, dev = 7.8s //tensorflow/compiler/tests:sort_ops_test_cpu_mlir_bridge_test PASSED in 42.9s Stats over 50 runs: max = 42.9s, min = 3.7s, avg = 12.2s, dev = 7.7s //tensorflow/compiler/tests:unary_ops_test_cpu PASSED in 34.2s Stats over 50 runs: max = 34.2s, min = 3.9s, avg = 8.3s, dev = 5.0s //tensorflow/compiler/tests:unary_ops_test_cpu_mlir_bridge_test PASSED in 19.6s Stats over 50 runs: max = 19.6s, min = 3.3s, avg = 5.9s, dev = 3.3s //tensorflow/compiler/xla/tests:conv_depthwise_test_cpu PASSED in 11.2s Stats over 50 runs: max = 11.2s, min = 5.8s, avg = 7.7s, dev = 1.6s //tensorflow/compiler/xla/tests:convolution_test_1d_no_vmodule_cpu PASSED in 12.7s Stats over 50 runs: max = 12.7s, min = 8.6s, avg = 10.9s, dev = 1.0s //tensorflow/compiler/xla/tests:convolution_test_cpu PASSED in 14.0s Stats over 50 runs: max = 14.0s, min = 9.9s, avg = 11.1s, dev = 0.8s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_dense_mat_mul_grad_test_cpu PASSED in 19.0s Stats over 50 runs: max = 19.0s, min = 6.3s, avg = 11.3s, dev = 2.5s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_grad_test_cpu PASSED in 12.5s Stats over 50 runs: max = 12.5s, min = 4.5s, avg = 7.6s, dev = 2.2s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_sparse_mat_mul_grad_test_cpu PASSED in 9.9s Stats over 50 runs: max = 9.9s, min = 4.0s, avg = 6.0s, dev = 1.4s //tensorflow/python/kernel_tests/math_ops:cwise_ops_binary_test_cpu PASSED in 33.6s Stats over 50 runs: max = 33.6s, min = 8.4s, avg = 17.3s, dev = 6.4s //tensorflow/python/kernel_tests/math_ops:cwise_ops_test_cpu PASSED in 16.0s Stats over 50 runs: max = 16.0s, min = 4.0s, avg = 6.6s, dev = 2.2s //tensorflow/python/kernel_tests/math_ops:cwise_ops_unary_test_cpu PASSED in 17.9s Stats over 50 runs: max = 17.9s, min = 4.3s, avg = 7.7s, dev = 3.2s Executed 3904 out of 3904 tests: 3904 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.