==================== Test output for //tensorflow/python/distribute/failure_handling:failure_handler_test (shard 5 of 8): Running tests under Python 3.11.6: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/python_aarch64-unknown-linux-gnu/bin/python3 [ RUN ] PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_checkpoint_strategyoption_OneDevice INFO:tensorflow:Start watcher for local signal. I1024 22:47:21.868030 281473619293216 failure_handling.py:674] Start watcher for local signal. INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. I1024 22:47:21.868431 281473619293216 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. W1024 22:47:21.868740 281473619293216 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 I1024 22:47:21.868963 281473619293216 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 0xffff008180e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 22:47:22.048817 281473619293216 polymorphic_function.py:156] 5 out of the last 5 calls to .distributed_train_step..train_step at 0xffff008180e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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 0xffff008180e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 22:47:22.062604 281473619293216 polymorphic_function.py:156] 6 out of the last 6 calls to .distributed_train_step..train_step at 0xffff008180e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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 I1024 22:47:22.180186 281473619293216 failure_handler_test.py:195] epoch 0 finished INFO:tensorflow:epoch 1 finished I1024 22:47:22.375007 281473619293216 failure_handler_test.py:195] epoch 1 finished INFO:tensorflow:epoch 2 finished I1024 22:47:23.037399 281473619293216 failure_handler_test.py:195] epoch 2 finished INFO:tensorflow:epoch 3 finished I1024 22:47:23.233354 281473619293216 failure_handler_test.py:195] epoch 3 finished INFO:tensorflow:epoch 4 finished I1024 22:47:23.431769 281473619293216 failure_handler_test.py:195] epoch 4 finished INFO:tensorflow:epoch 5 finished I1024 22:47:23.671696 281473619293216 failure_handler_test.py:195] epoch 5 finished INFO:tensorflow:sending sigterm I1024 22:47:23.804962 281470689538528 failure_handler_test.py:467] sending sigterm INFO:tensorflow:Member single_worker has received termination notice. I1024 22:47:23.816365 281473619293216 failure_handling.py:701] Member single_worker has received termination notice. INFO:tensorflow:Termination caught in main thread on preempted worker I1024 22:47:23.823077 281473619293216 failure_handling.py:1159] Termination caught in main thread on preempted worker INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. I1024 22:47:23.837109 281473619293216 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/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp5qgt1s_o/fh_ckpt I1024 22:47:24.011307 281473619293216 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp5qgt1s_o/fh_ckpt INFO:tensorflow:Continue training for the grace period. I1024 22:47:24.012109 281473619293216 failure_handling.py:1134] Continue training for the grace period. INFO:tensorflow:epoch 6 finished I1024 22:47:24.062102 281473619293216 failure_handler_test.py:195] epoch 6 finished INFO:tensorflow:epoch 7 finished I1024 22:47:24.235921 281473619293216 failure_handler_test.py:195] epoch 7 finished INFO:tensorflow:Training finished. I1024 22:47:24.784018 281473619293216 failure_handler_test.py:245] Training finished. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_checkpoint_strategyoption_OneDevice): 3.0s I1024 22:47:24.785246 281473619293216 test_util.py:2574] time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_checkpoint_strategyoption_OneDevice): 3.0s [ OK ] PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_checkpoint_strategyoption_OneDevice [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 24927 I1024 22:47:24.796698 281473619293216 test_util.py:3917] Using local port 24927 INFO:tensorflow:Using local port 24926 I1024 22:47:24.799081 281473619293216 test_util.py:3917] Using local port 24926 INFO:tensorflow:Using local port 24925 I1024 22:47:24.800888 281473619293216 test_util.py:3917] Using local port 24925 INFO:tensorflow:Using local port 24924 I1024 22:47:24.802635 281473619293216 test_util.py:3917] Using local port 24924 INFO:tensorflow:Cluster starting. I1024 22:47:28.834754 281473619293216 failure_handler_test.py:297] Cluster starting. [worker-0]: I1024 22:47:28.898069 281473567388704 multi_process_runner.py:840] Subprocess with PID 201740 (worker, 0) is now being started. [worker-0]: I1024 22:47:28.898563 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24927", "localhost:24926", "localhost:24925", "localhost:24924"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I1024 22:47:28.926549 281473567388704 multi_process_runner.py:840] Subprocess with PID 201760 (worker, 1) is now being started. [worker-1]: I1024 22:47:28.927014 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24927", "localhost:24926", "localhost:24925", "localhost:24924"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-0]: 2023-10-24 22:47:29.177295: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24927 [worker-2]: I1024 22:47:29.188213 281473567388704 multi_process_runner.py:840] Subprocess with PID 201812 (worker, 2) is now being started. [worker-0]: 2023-10-24 22:47:29.196590: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 2312775382795618119 [worker-0]: 2023-10-24 22:47:29.197066: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-2]: I1024 22:47:29.188746 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24927", "localhost:24926", "localhost:24925", "localhost:24924"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I1024 22:47:29.229240 281473567388704 multi_process_runner.py:840] Subprocess with PID 201957 (worker, 3) is now being started. [worker-3]: I1024 22:47:29.229727 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24927", "localhost:24926", "localhost:24925", "localhost:24924"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: 2023-10-24 22:47:29.253290: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24925 [worker-3]: 2023-10-24 22:47:29.263446: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24924 [worker-0]: 2023-10-24 22:47:29.270557: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 11785672863803165001 [worker-3]: 2023-10-24 22:47:29.270797: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-0]: 2023-10-24 22:47:29.287091: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 6177789823572303692 [worker-2]: 2023-10-24 22:47:29.288095: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-1]: 2023-10-24 22:47:29.326640: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24926 [worker-0]: 2023-10-24 22:47:29.341928: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 2036840233639094456 [worker-1]: 2023-10-24 22:47:29.342968: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: I1024 22:47:29.346827 281473567388704 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I1024 22:47:29.358119 281473567388704 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-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]: I1024 22:47:29.351870 281473567388704 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]: I1024 22:47:29.368409 281473567388704 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-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-3]: I1024 22:47:29.423046 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-0]: I1024 22:47:29.425466 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-0]: INFO:tensorflow:Check health not enabled. [worker-3]: I1024 22:47:29.423756 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: I1024 22:47:29.426154 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I1024 22:47:29.423999 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1024 22:47:29.426393 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I1024 22:47:29.432830 281473567388704 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]: I1024 22:47:29.433372 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I1024 22:47:29.433608 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I1024 22:47:29.436674 281473567388704 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]: I1024 22:47:29.437396 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I1024 22:47:29.437640 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24927', 'localhost:24926', 'localhost:24925', 'localhost:24924']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I1024 22:47:29.623364 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I1024 22:47:29.626030 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I1024 22:47:29.626414 281473567388704 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]: W1024 22:47:29.626790 281473567388704 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]: I1024 22:47:29.626985 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I1024 22:47:29.639522 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I1024 22:47:29.653566 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I1024 22:47:29.654473 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-1]: I1024 22:47:29.665181 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I1024 22:47:29.654741 281473567388704 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: I1024 22:47:29.665619 281473567388704 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: 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-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: W1024 22:47:29.655116 281473567388704 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]: W1024 22:47:29.666050 281473567388704 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-1]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: INFO:tensorflow:Start training at 0 [worker-1]: INFO:tensorflow:Start training at 0 [worker-3]: I1024 22:47:29.655318 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-1]: I1024 22:47:29.666273 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-2]: I1024 22:47:29.628871 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I1024 22:47:29.629752 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I1024 22:47:29.630037 281473567388704 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]: W1024 22:47:29.630407 281473567388704 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]: I1024 22:47:29.630599 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:29.843212 281473567388704 cross_device_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]: I1024 22:47:29.849440 281473567388704 cross_device_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]: I1024 22:47:29.864510 281473567388704 cross_device_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]: I1024 22:47:29.960995 281473567388704 cross_device_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]: I1024 22:47:30.063618 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:30.077873 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:30.066484 281473567388704 cross_device_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]: I1024 22:47:30.078068 281473567388704 cross_device_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]: I1024 22:47:30.157830 281473567388704 cross_device_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]: I1024 22:47:30.159092 281473567388704 cross_device_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]: I1024 22:47:30.180008 281473567388704 cross_device_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]: I1024 22:47:30.221004 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:30.410391 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:30.410989 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:30.411500 281473567388704 cross_device_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]: I1024 22:47:30.414834 281473567388704 cross_device_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]: I1024 22:47:30.513015 281473567388704 cross_device_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]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa460a200> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:30.520323 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:30.540108 281473567388704 cross_device_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 0xffffa460b920> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460f920> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:30.585831 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460b920> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:30.586260 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460a200> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:30.531599 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: W1024 22:47:30.585911 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460f920> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:30.594813 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa460d800> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: W1024 22:47:30.586279 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460d800> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa4609f80> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:30.595847 281473567388704 cross_device_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]: W1024 22:47:30.643406 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa4609f80> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa4608540> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:30.595754 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:30.594335 281473567388704 cross_device_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]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa460f240> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:30.643782 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa4608540> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460f100> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:30.652377 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: W1024 22:47:30.643819 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460f240> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:30.643552 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460f100> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: 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]: I1024 22:47:30.653957 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:30.652391 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:30.653876 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:30.714639 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:30.714803 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:30.715319 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:30.714909 281473567388704 cross_device_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]: I1024 22:47:30.776493 281473567388704 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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-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:30.904105 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:30.907523 281473567388704 cross_device_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 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CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:31.209021 281473567388704 cross_device_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]: I1024 22:47:31.215784 281473567388704 cross_device_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]: I1024 22:47:31.280728 281473567388704 cross_device_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]: I1024 22:47:31.301197 281473567388704 cross_device_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]: I1024 22:47:31.291074 281473567388704 cross_device_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]: I1024 22:47:31.310745 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:31.388964 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:31.377842 281473567388704 cross_device_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]: I1024 22:47:31.415828 281473567388704 cross_device_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]: I1024 22:47:31.411509 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 0 finished [worker-0]: INFO:tensorflow:epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-1]: INFO:tensorflow:epoch 0 finished [worker-3]: I1024 22:47:31.537091 281473567388704 failure_handler_test.py:195] epoch 0 finished [worker-1]: I1024 22:47:31.537436 281473567388704 failure_handler_test.py:195] epoch 0 finished [worker-2]: I1024 22:47:31.537512 281473567388704 failure_handler_test.py:195] epoch 0 finished [worker-0]: I1024 22:47:31.537205 281473567388704 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-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 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[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]: I1024 22:47:31.636474 281473567388704 cross_device_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]: I1024 22:47:31.646027 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:31.656089 281473567388704 cross_device_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]: I1024 22:47:31.665618 281473567388704 cross_device_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]: I1024 22:47:31.732877 281473567388704 cross_device_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]: I1024 22:47:31.736335 281473567388704 cross_device_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]: I1024 22:47:31.740036 281473567388704 cross_device_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]: I1024 22:47:31.759039 281473567388704 cross_device_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]: I1024 22:47:31.888574 281473567388704 cross_device_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]: I1024 22:47:31.893569 281473567388704 cross_device_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 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1024 22:47:32.019471 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:32.003426 281473567388704 cross_device_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 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:32.959366 281473567388704 cross_device_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]: I1024 22:47:32.971896 281473567388704 cross_device_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]: I1024 22:47:33.001090 281473567388704 cross_device_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]: I1024 22:47:33.027743 281473567388704 cross_device_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]: I1024 22:47:33.115339 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:33.112167 281473567388704 cross_device_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]: I1024 22:47:33.141329 281473567388704 cross_device_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]: I1024 22:47:33.171241 281473567388704 cross_device_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]: I1024 22:47:33.263112 281473567388704 cross_device_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]: I1024 22:47:33.278043 281473567388704 cross_device_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]: I1024 22:47:33.291604 281473567388704 cross_device_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]: I1024 22:47:33.317584 281473567388704 cross_device_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]: I1024 22:47:33.445196 281473567388704 cross_device_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]: I1024 22:47:33.461736 281473567388704 cross_device_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]: I1024 22:47:33.478279 281473567388704 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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22:47:33.611669 281473567388704 cross_device_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]: I1024 22:47:33.631507 281473567388704 cross_device_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]: I1024 22:47:33.731247 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: 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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:epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-0]: I1024 22:47:34.036635 281473567388704 failure_handler_test.py:195] epoch 1 finished [worker-2]: I1024 22:47:34.037816 281473567388704 failure_handler_test.py:195] epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-3]: I1024 22:47:34.036596 281473567388704 failure_handler_test.py:195] epoch 1 finished [worker-1]: I1024 22:47:34.038915 281473567388704 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-3]: I1024 22:47:34.046678 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 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group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:34.217154 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:34.211347 281473567388704 cross_device_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]: I1024 22:47:34.295792 281473567388704 cross_device_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]: I1024 22:47:34.310990 281473567388704 cross_device_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-1]: I1024 22:47:34.340601 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:34.320744 281473567388704 cross_device_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]: I1024 22:47:34.442303 281473567388704 cross_device_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]: I1024 22:47:34.452189 281473567388704 cross_device_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]: I1024 22:47:34.451055 281473567388704 cross_device_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]: I1024 22:47:34.481397 281473567388704 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-1]: I1024 22:47:34.602503 281473567388704 cross_device_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]: I1024 22:47:34.606271 281473567388704 cross_device_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]: I1024 22:47:34.670768 281473567388704 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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22:47:34.675781 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:34.778627 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:34.778889 281473567388704 cross_device_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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:36.387983 281473567388704 cross_device_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]: I1024 22:47:36.399205 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:36.506297 281473567388704 cross_device_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]: I1024 22:47:36.510506 281473567388704 cross_device_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-3]: I1024 22:47:36.573593 281473567388704 cross_device_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]: I1024 22:47:36.573528 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:36.573620 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:36.574540 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow: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 I1024 22:47:39.058397 281473619293216 failure_handler_test.py:302] sending sigterm [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]: I1024 22:47:36.643582 281473567388704 cross_device_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]: I1024 22:47:36.644366 281473567388704 cross_device_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]: I1024 22:47:36.644699 281473567388704 cross_device_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]: I1024 22:47:36.708873 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:36.708976 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:36.767058 281473567388704 cross_device_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 [ FAILED ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker [worker-1]: I1024 22:47:36.651473 281473567388704 cross_device_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]: I1024 22:47:36.709625 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:36.825820 281473567388704 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:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker): 20.36s [worker-2]: I1024 22:47:36.767286 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 3 finished I1024 22:47:45.149805 281473619293216 test_util.py:2574] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker): 20.36s [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker [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]: I1024 22:47:36.709765 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:36.873499 281473567388704 failure_handler_test.py:195] epoch 3 finished [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:36.825476 281473567388704 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 24885 I1024 22:47:45.155642 281473619293216 test_util.py:3917] Using local port 24885 INFO:tensorflow:Using local port 24884 I1024 22:47:45.157524 281473619293216 test_util.py:3917] Using local port 24884 INFO:tensorflow:Using local port 24883 I1024 22:47:45.159340 281473619293216 test_util.py:3917] Using local port 24883 INFO:tensorflow:Using local port 24882 I1024 22:47:45.161103 281473619293216 test_util.py:3917] Using local port 24882 [worker-0]: I1024 22:47:36.768381 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:36.768571 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:36.826835 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 3 finished [worker-2]: INFO:tensorflow:epoch 3 finished [worker-1]: I1024 22:47:36.873960 281473567388704 failure_handler_test.py:195] epoch 3 finished [worker-3]: I1024 22:47:36.881428 281473567388704 cross_device_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]: I1024 22:47:36.883229 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:36.873890 281473567388704 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-1]: I1024 22:47:36.938484 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:36.937085 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:36.881645 281473567388704 cross_device_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]: I1024 22:47:36.992533 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:36.993944 281473567388704 cross_device_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]: I1024 22:47:37.052026 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.107882 281473567388704 cross_device_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]: I1024 22:47:36.826020 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 3 finished [worker-3]: I1024 22:47:37.050619 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:36.873829 281473567388704 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:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1024 22:47:37.106572 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:36.883112 281473567388704 cross_device_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-2]: I1024 22:47:36.937396 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.162812 281473567388704 cross_device_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]: I1024 22:47:36.938269 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:36.992882 281473567388704 cross_device_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]: I1024 22:47:37.161814 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:36.993926 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:37.216101 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.107711 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.274143 281473567388704 cross_device_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]: I1024 22:47:37.106960 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:37.272663 281473567388704 cross_device_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]: I1024 22:47:37.329993 281473567388704 cross_device_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]: I1024 22:47:37.162718 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.386739 281473567388704 cross_device_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]: I1024 22:47:37.217472 281473567388704 cross_device_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]: I1024 22:47:37.442023 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:37.162111 281473567388704 cross_device_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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:37.328516 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.274049 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.498445 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:37.216409 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:37.272848 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.329893 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.552874 281473567388704 cross_device_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]: I1024 22:47:37.385472 281473567388704 cross_device_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]: I1024 22:47:37.328838 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.386606 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.607172 281473567388704 cross_device_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]: I1024 22:47:37.440709 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.441498 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:37.385736 281473567388704 cross_device_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]: I1024 22:47:37.498436 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.662427 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 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-1]: I1024 22:47:37.709516 281473567388704 failure_handler_test.py:195] epoch 4 finished [worker-3]: I1024 22:47:37.496691 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.552715 281473567388704 cross_device_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]: I1024 22:47:37.440940 281473567388704 cross_device_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]: I1024 22:47:37.552519 281473567388704 cross_device_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-0]: I1024 22:47:37.607157 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:37.607007 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:37.497018 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:37.662358 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:37.717253 281473567388704 cross_device_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-2]: I1024 22:47:37.552795 281473567388704 cross_device_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]: I1024 22:47:37.709187 281473567388704 failure_handler_test.py:195] epoch 4 finished [worker-0]: I1024 22:47:37.662821 281473567388704 cross_device_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]: I1024 22:47:37.769315 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 4 finished [worker-2]: I1024 22:47:37.606999 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:37.717075 281473567388704 cross_device_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]: I1024 22:47:37.769206 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.709368 281473567388704 failure_handler_test.py:195] epoch 4 finished [worker-1]: I1024 22:47:37.820891 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:37.717141 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:37.769477 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:38.131543 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 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22:47:38.183962 281473567388704 cross_device_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]: I1024 22:47:38.556838 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:38.236693 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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:epoch 5 finished [worker-1]: I1024 22:47:38.819623 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:38.495944 281473567388704 failure_handler_test.py:195] epoch 5 finished [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:38.557049 281473567388704 cross_device_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]: I1024 22:47:38.976098 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:38.610997 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 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= 1 [worker-1]: I1024 22:47:39.133631 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:38.768450 281473567388704 cross_device_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]: I1024 22:47:39.184573 281473567388704 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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implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1024 22:47:39.235787 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:38.449848 281473567388704 cross_device_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 6 finished [worker-0]: INFO:tensorflow:epoch 5 finished [worker-2]: I1024 22:47:39.279743 281473567388704 failure_handler_test.py:195] epoch 6 finished [worker-0]: I1024 22:47:38.495698 281473567388704 failure_handler_test.py:195] epoch 5 finished [worker-2]: INFO:tensorflow:Collective 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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-0]: I1024 22:47:38.767522 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:39.951387 281473567388704 cross_device_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]: I1024 22:47:38.819376 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:40.002615 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 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-1]: I1024 22:47:40.046427 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-0]: I1024 22:47:38.870782 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:39.900646 281473567388704 cross_device_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:Training finished. [worker-0]: I1024 22:47:38.922768 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.028285 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:40.047530 281473567388704 failure_handler_test.py:245] Training finished. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:39.951632 281473567388704 cross_device_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]: I1024 22:47:38.080194 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:38.975959 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:40.002516 281473567388704 cross_device_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:epoch 7 finished [worker-3]: I1024 22:47:38.131713 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.027914 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.081976 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.183600 281473567388704 cross_device_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]: I1024 22:47:39.133523 281473567388704 cross_device_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]: I1024 22:47:38.236473 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.184457 281473567388704 cross_device_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]: I1024 22:47:38.289348 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.235471 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 6 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.279533 281473567388704 failure_handler_test.py:195] epoch 6 finished [worker-3]: I1024 22:47:38.345327 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.286891 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.397784 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.337781 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.449533 281473567388704 cross_device_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]: I1024 22:47:40.046509 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-3]: INFO:tensorflow:epoch 5 finished [worker-0]: I1024 22:47:39.388710 281473567388704 cross_device_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:Training finished. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.495562 281473567388704 failure_handler_test.py:195] epoch 5 finished [worker-2]: I1024 22:47:40.047675 281473567388704 failure_handler_test.py:245] Training finished. [worker-0]: I1024 22:47:39.439675 281473567388704 cross_device_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]: I1024 22:47:38.503833 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.490685 281473567388704 cross_device_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]: I1024 22:47:38.556847 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.541455 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.662861 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.696039 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.716068 281473567388704 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num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.849526 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.870936 281473567388704 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. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I1024 22:47:45.364246 281473619293216 failure_handler_test.py:297] Cluster starting. [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]: I1024 22:47:39.900326 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.922880 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:39.951282 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:38.976020 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:40.002087 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:39.027709 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 7 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:40.046308 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-3]: I1024 22:47:39.081763 281473567388704 cross_device_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:Training 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]: I1024 22:47:40.047119 281473567388704 failure_handler_test.py:245] Training finished. [worker-3]: I1024 22:47:39.133532 281473567388704 cross_device_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]: I1024 22:47:39.184396 281473567388704 cross_device_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]: I1024 22:47:39.235494 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 6 finished [worker-3]: I1024 22:47:39.279368 281473567388704 failure_handler_test.py:195] epoch 6 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]: I1024 22:47:39.286917 281473567388704 cross_device_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]: I1024 22:47:39.337891 281473567388704 cross_device_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 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1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:39.798591 281473567388704 cross_device_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]: I1024 22:47:39.849545 281473567388704 cross_device_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]: I1024 22:47:39.900337 281473567388704 cross_device_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]: I1024 22:47:39.951276 281473567388704 cross_device_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]: I1024 22:47:40.002113 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 7 finished [worker-3]: I1024 22:47:40.046148 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-3]: INFO:tensorflow:Training finished. [worker-3]: I1024 22:47:40.046977 281473567388704 failure_handler_test.py:245] Training finished. [worker-0]: I1024 22:47:45.412908 281473567388704 multi_process_runner.py:840] Subprocess with PID 218360 (worker, 0) is now being started. [worker-0]: I1024 22:47:45.413364 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I1024 22:47:45.428167 281473567388704 multi_process_runner.py:840] Subprocess with PID 218367 (worker, 1) is now being started. [worker-1]: I1024 22:47:45.428641 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I1024 22:47:45.440138 281473567388704 multi_process_runner.py:840] Subprocess with PID 218381 (worker, 2) is now being started. [worker-2]: I1024 22:47:45.440615 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I1024 22:47:45.454419 281473567388704 multi_process_runner.py:840] Subprocess with PID 218406 (worker, 3) is now being started. [worker-3]: I1024 22:47:45.454891 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-1]: 2023-10-24 22:47:45.463072: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24884 [worker-2]: 2023-10-24 22:47:45.474339: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24883 [worker-0]: 2023-10-24 22:47:45.486297: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24885 [worker-0]: 2023-10-24 22:47:45.487411: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 4029881397972400536 [worker-1]: 2023-10-24 22:47:45.487674: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-3]: 2023-10-24 22:47:45.490827: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24882 [worker-0]: 2023-10-24 22:47:45.493844: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 9312327380626980937 [worker-2]: 2023-10-24 22:47:45.494081: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-0]: 2023-10-24 22:47:45.493974: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 2898535182558577546 [worker-0]: 2023-10-24 22:47:45.494139: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-0]: 2023-10-24 22:47:45.501919: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 15141602942267719866 [worker-3]: 2023-10-24 22:47:45.502106: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: I1024 22:47:45.504331 281473567388704 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]: I1024 22:47:45.504333 281473567388704 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-0]: I1024 22:47:45.504647 281473567388704 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]: I1024 22:47:45.505252 281473567388704 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-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-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: I1024 22:47:45.559467 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-2]: I1024 22:47:45.559434 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: INFO:tensorflow:Check health not enabled. [worker-0]: I1024 22:47:45.559468 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-3]: I1024 22:47:45.559468 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-2]: INFO:tensorflow:Check health not enabled. [worker-0]: INFO:tensorflow:Check health not enabled. [worker-3]: INFO:tensorflow:Check health not enabled. [worker-0]: I1024 22:47:45.560018 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: I1024 22:47:45.559995 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: I1024 22:47:45.560009 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: I1024 22:47:45.559993 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, 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:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1024 22:47:45.560255 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, 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:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I1024 22:47:45.560249 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I1024 22:47:45.560236 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I1024 22:47:45.560230 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I1024 22:47:45.620805 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I1024 22:47:45.621538 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I1024 22:47:45.621790 281473567388704 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]: W1024 22:47:45.622114 281473567388704 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-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start training at 0 [worker-0]: I1024 22:47:45.625886 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I1024 22:47:45.626937 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I1024 22:47:45.622303 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-0]: I1024 22:47:45.627194 281473567388704 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]: W1024 22:47:45.627547 281473567388704 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]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: Instructions for updating: [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I1024 22:47:45.635601 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I1024 22:47:45.627736 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-1]: I1024 22:47:45.636460 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I1024 22:47:45.636712 281473567388704 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-3]: I1024 22:47:45.635101 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W1024 22:47:45.637056 281473567388704 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]: I1024 22:47:45.637240 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I1024 22:47:45.645965 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I1024 22:47:45.646322 281473567388704 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]: W1024 22:47:45.646704 281473567388704 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]: I1024 22:47:45.646896 281473567388704 failure_handler_test.py:197] Start training at 0 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:45.824052 281473567388704 cross_device_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]: I1024 22:47:45.877402 281473567388704 cross_device_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]: I1024 22:47:45.898252 281473567388704 cross_device_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]: I1024 22:47:45.896913 281473567388704 cross_device_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]: I1024 22:47:45.965594 281473567388704 cross_device_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]: I1024 22:47:45.971441 281473567388704 cross_device_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]: I1024 22:47:45.972078 281473567388704 cross_device_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]: I1024 22:47:45.966893 281473567388704 cross_device_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]: I1024 22:47:46.043976 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:46.038522 281473567388704 cross_device_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]: I1024 22:47:46.052279 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:46.054035 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: 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]: I1024 22:47:46.214311 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:46.215790 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:46.214729 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:46.214923 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:sending sigterm I1024 22:47:47.422883 281473619293216 failure_handler_test.py:302] sending sigterm INFO:tensorflow:sigterm sent I1024 22:47:47.882514 281473619293216 failure_handler_test.py:306] sigterm sent [worker-0]: I1024 22:47:46.425996 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:46.425947 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:46.426721 281473567388704 cross_device_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 0xffffa460cae0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460bf60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460d8a0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:46.474692 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460cae0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:46.474797 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460bf60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:46.474926 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460d8a0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:46.484589 281473567388704 cross_device_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]: I1024 22:47:46.484537 281473567388704 cross_device_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]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa460eb60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460af20> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:46.484615 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: W1024 22:47:46.533052 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460af20> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:46.426179 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: W1024 22:47:46.532990 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460eb60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa460e2a0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460f6a0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:46.542693 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: W1024 22:47:46.474993 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460f6a0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:46.543256 281473567388704 cross_device_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]: W1024 22:47:46.533229 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460e2a0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:46.602170 281473567388704 cross_device_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]: I1024 22:47:46.601040 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:46.484659 281473567388704 cross_device_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]: I1024 22:47:46.542880 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:46.657664 281473567388704 cross_device_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]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa460cf40> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:46.656674 281473567388704 cross_device_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]: W1024 22:47:46.533272 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460cf40> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1024 22:47:46.712472 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:46.601041 281473567388704 cross_device_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-2]: I1024 22:47:46.542782 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:46.712487 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:46.656741 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:46.767599 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:46.601114 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:46.712618 281473567388704 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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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:47.770500 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:47.101926 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 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= 1 [worker-0]: I1024 22:47:47.713557 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:47.656916 281473567388704 cross_device_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]: I1024 22:47:47.770478 281473567388704 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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INFO:tensorflow:epoch 1 finished [worker-3]: I1024 22:47:47.102958 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:47.874406 281473567388704 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-3]: I1024 22:47:47.157856 281473567388704 cross_device_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]: I1024 22:47:47.770481 281473567388704 cross_device_ops.py:1154] Collective 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[worker-3]: I1024 22:47:47.602015 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:47.893338 281473567388704 failure_handling.py:710] Member 2 has received termination notice. [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:47.894415 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:47.657939 281473567388704 cross_device_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]: I1024 22:47:47.713577 281473567388704 cross_device_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]: I1024 22:47:47.771751 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Termination caught in main thread on preempted worker [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:47.827551 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:47.944400 281473567388704 failure_handling.py:1159] Termination caught in main thread on preempted worker [worker-2]: INFO:tensorflow:RUN_TO_CHECKPOINT set to 32 [worker-2]: I1024 22:47:47.945617 281473567388704 failure_handling.py:1168] RUN_TO_CHECKPOINT set to 32 [worker-3]: INFO:tensorflow:epoch 1 finished [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: I1024 22:47:47.946599 281447243837920 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-3]: I1024 22:47:47.874243 281473567388704 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-3]: I1024 22:47:47.888370 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-1]: I1024 22:47:47.948694 281447243837920 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 0 received [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-2]: I1024 22:47:47.949054 281473567388704 failure_handling.py:1177] Sigterm acknowledgement from replica 0 received [worker-0]: I1024 22:47:47.949668 281446790984160 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:47.953033 281447243837920 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-1]: I1024 22:47:47.953282 281473567388704 cross_device_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]: I1024 22:47:47.955070 281473567388704 cross_device_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]: I1024 22:47:47.957585 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 1 received [worker-2]: I1024 22:47:47.959098 281473567388704 failure_handling.py:1177] Sigterm acknowledgement from replica 1 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 2 received [worker-2]: I1024 22:47:47.960743 281473567388704 failure_handling.py:1177] Sigterm acknowledgement from replica 2 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 3 received [worker-2]: I1024 22:47:47.965327 281473567388704 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]: I1024 22:47:47.973995 281473567388704 cross_device_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]: I1024 22:47:48.026811 281473567388704 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I1024 22:47:48.034962 281473567388704 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I1024 22:47:48.036749 281473567388704 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: I1024 22:47:48.029142 281473567388704 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/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/workertemp_3/fh_ckpt [worker-3]: I1024 22:47:48.072871 281473567388704 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/workertemp_3/fh_ckpt [worker-1]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/workertemp_1/fh_ckpt [worker-1]: I1024 22:47:48.074433 281473567388704 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/workertemp_1/fh_ckpt [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I1024 22:47:48.074273 281473567388704 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-3]: I1024 22:47:48.074470 281473567388704 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-1]: I1024 22:47:48.077067 281473567388704 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I1024 22:47:48.077282 281473567388704 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/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/workertemp_2/fh_ckpt [worker-2]: I1024 22:47:48.080378 281473567388704 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/workertemp_2/fh_ckpt [worker-2]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-2]: I1024 22:47:48.082272 281473567388704 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: I1024 22:47:48.082477 281473567388704 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/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/fh_ckpt [worker-0]: I1024 22:47:48.115527 281473567388704 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2_5oli38y/tmp78esmnmt/fh_ckpt [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-0]: I1024 22:47:48.143280 281473567388704 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: I1024 22:47:48.143597 281473567388704 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. INFO:tensorflow:restarting workers I1024 22:47:49.883607 281473619293216 failure_handler_test.py:309] restarting workers [worker-0]: I1024 22:47:50.047322 281473567388704 multi_process_runner.py:840] Subprocess with PID 225116 (worker, 0) is now being started. INFO:tensorflow:workers restarted I1024 22:47:50.051856 281473619293216 failure_handler_test.py:313] workers restarted [worker-0]: I1024 22:47:50.047854 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I1024 22:47:50.061179 281473567388704 multi_process_runner.py:840] Subprocess with PID 225174 (worker, 1) is now being started. [worker-1]: I1024 22:47:50.061683 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I1024 22:47:50.072957 281473567388704 multi_process_runner.py:840] Subprocess with PID 225247 (worker, 2) is now being started. [worker-2]: I1024 22:47:50.073455 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I1024 22:47:50.084038 281473567388704 multi_process_runner.py:840] Subprocess with PID 225305 (worker, 3) is now being started. [worker-0]: 2023-10-24 22:47:50.084387: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24885 [worker-3]: I1024 22:47:50.084514 281473567388704 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24885", "localhost:24884", "localhost:24883", "localhost:24882"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-0]: 2023-10-24 22:47:50.088503: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 16072309490682638363 [worker-0]: 2023-10-24 22:47:50.088739: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-1]: 2023-10-24 22:47:50.097395: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24884 [worker-2]: 2023-10-24 22:47:50.109562: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24883 [worker-3]: 2023-10-24 22:47:50.118695: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24882 [worker-0]: 2023-10-24 22:47:50.120050: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 3551163590424025397 [worker-2]: 2023-10-24 22:47:50.120366: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-0]: 2023-10-24 22:47:50.120131: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 978786566264091510 [worker-0]: 2023-10-24 22:47:50.122958: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:553] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 13633759522974246879 [worker-3]: 2023-10-24 22:47:50.123165: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-1]: 2023-10-24 22:47:50.123423: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service_agent.cc:304] Coordination agent has successfully connected. [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: I1024 22:47:50.126428 281473567388704 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]: I1024 22:47:50.126430 281473567388704 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]: I1024 22:47:50.126537 281473567388704 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I1024 22:47:50.126527 281473567388704 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:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: I1024 22:47:50.181144 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-1]: I1024 22:47:50.181209 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-1]: INFO:tensorflow:Check health not enabled. [worker-3]: I1024 22:47:50.181683 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: I1024 22:47:50.181726 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, 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:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1024 22:47:50.182319 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-2]: I1024 22:47:50.182326 281473567388704 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: I1024 22:47:50.181962 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I1024 22:47:50.181916 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Check health not enabled. [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I1024 22:47:50.182966 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1024 22:47:50.183208 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I1024 22:47:50.182974 281473567388704 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I1024 22:47:50.183216 281473567388704 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24885', 'localhost:24884', 'localhost:24883', 'localhost:24882']}, 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-3]: 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]: I1024 22:47:50.244443 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: I1024 22:47:50.244527 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: I1024 22:47:50.244536 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I1024 22:47:50.244732 281473567388704 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I1024 22:47:50.245815 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-3]: I1024 22:47:50.245221 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I1024 22:47:50.245208 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I1024 22:47:50.246095 281473567388704 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-3]: I1024 22:47:50.245470 281473567388704 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: I1024 22:47:50.245608 281473567388704 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/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]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I1024 22:47:50.245446 281473567388704 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: Instructions for updating: [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: I1024 22:47:50.245881 281473567388704 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-3]: Instructions for updating: [worker-1]: Instructions for updating: [worker-2]: W1024 22:47:50.246477 281473567388704 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-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Instructions for updating: [worker-3]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W1024 22:47:50.245763 281473567388704 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-2]: Instructions for updating: [worker-3]: W1024 22:47:50.245778 281473567388704 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-0]: W1024 22:47:50.246259 281473567388704 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-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]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: Instructions for updating: [worker-2]: INFO:tensorflow:Start training at 32 [worker-1]: INFO:tensorflow:Start training at 32 [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: I1024 22:47:50.246674 281473567388704 failure_handler_test.py:197] Start training at 32 [worker-3]: INFO:tensorflow:Start training at 32 [worker-1]: I1024 22:47:50.245951 281473567388704 failure_handler_test.py:197] Start training at 32 [worker-0]: INFO:tensorflow:Start training at 32 [worker-2]: INFO:tensorflow:training restarted [worker-3]: I1024 22:47:50.245966 281473567388704 failure_handler_test.py:197] Start training at 32 [worker-0]: I1024 22:47:50.246458 281473567388704 failure_handler_test.py:197] Start training at 32 [worker-1]: INFO:tensorflow:training restarted [worker-2]: I1024 22:47:50.255052 281473567388704 failure_handler_test.py:207] training restarted [worker-3]: INFO:tensorflow:training restarted [worker-0]: INFO:tensorflow:training restarted [worker-1]: I1024 22:47:50.253275 281473567388704 failure_handler_test.py:207] training restarted [worker-0]: I1024 22:47:50.254134 281473567388704 failure_handler_test.py:207] training restarted [worker-3]: I1024 22:47:50.253323 281473567388704 failure_handler_test.py:207] training restarted [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:50.408382 281473567388704 cross_device_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]: I1024 22:47:50.413592 281473567388704 cross_device_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]: I1024 22:47:50.415429 281473567388704 cross_device_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]: I1024 22:47:50.416730 281473567388704 cross_device_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]: I1024 22:47:50.489184 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:50.489507 281473567388704 cross_device_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]: I1024 22:47:50.490059 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:50.490296 281473567388704 cross_device_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-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]: I1024 22:47:50.552196 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:50.552100 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:50.552316 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:50.552529 281473567388704 cross_device_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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:50.612738 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:50.613105 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:50.613173 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:50.613355 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:50.788819 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:50.789130 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:50.789662 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:50.789125 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa460ec00> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-3]: WARNING:tensorflow:5 out of the last 5 calls to .wrapped_fn at 0xffffa460ff60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460e5c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460e5c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.837185 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460ff60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.837543 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460ec00> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.837438 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460e5c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.837301 281473567388704 polymorphic_function.py:156] 5 out of the last 5 calls to .wrapped_fn at 0xffffa460e5c0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:50.846400 281473567388704 cross_device_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]: I1024 22:47:50.845972 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:50.845758 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:50.846267 281473567388704 cross_device_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 0xffffa460d260> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460d440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460cb80> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa460d940> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.905452 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460d440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.905258 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460d260> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.905648 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460cb80> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1024 22:47:50.905588 281473567388704 polymorphic_function.py:156] 6 out of the last 6 calls to .wrapped_fn at 0xffffa460d940> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:50.914856 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:50.914915 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:50.915615 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:50.915898 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:50.977774 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:50.977841 281473567388704 cross_device_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]: I1024 22:47:50.978616 281473567388704 cross_device_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]: I1024 22:47:50.979211 281473567388704 cross_device_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]: I1024 22:47:51.039608 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:51.039633 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:51.039673 281473567388704 cross_device_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]: I1024 22:47:51.040564 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:51.103198 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:51.103345 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:51.103446 281473567388704 cross_device_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]: I1024 22:47:51.104230 281473567388704 cross_device_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]: I1024 22:47:51.166327 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:51.167179 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:51.167175 281473567388704 cross_device_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]: I1024 22:47:51.168598 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 2 finished [worker-1]: I1024 22:47:51.489409 281473567388704 failure_handler_test.py:195] epoch 2 finished [worker-2]: INFO:tensorflow:epoch 2 finished [worker-2]: I1024 22:47:51.491085 281473567388704 failure_handler_test.py:195] epoch 2 finished [worker-3]: INFO:tensorflow:epoch 2 finished [worker-0]: INFO:tensorflow:epoch 2 finished [worker-0]: I1024 22:47:51.506450 281473567388704 failure_handler_test.py:195] epoch 2 finished [worker-3]: I1024 22:47:51.501936 281473567388704 failure_handler_test.py:195] epoch 2 finished [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:51.516878 281473567388704 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-2]: I1024 22:47:51.525720 281473567388704 cross_device_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]: I1024 22:47:51.583975 281473567388704 cross_device_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]: I1024 22:47:51.584632 281473567388704 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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22:47:51.961504 281473567388704 cross_device_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]: I1024 22:47:51.982670 281473567388704 cross_device_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]: I1024 22:47:51.981142 281473567388704 cross_device_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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= 1 [worker-1]: I1024 22:47:52.703301 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:52.702783 281473567388704 cross_device_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]: I1024 22:47:52.703775 281473567388704 cross_device_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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22:47:52.764437 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:52.764583 281473567388704 cross_device_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]: I1024 22:47:52.824525 281473567388704 cross_device_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]: 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[worker-0]: I1024 22:47:55.094096 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:55.150624 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:55.150638 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I1024 22:47:56.053384 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:56.053443 281473567388704 cross_device_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]: I1024 22:47:56.059286 281473567388704 cross_device_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]: I1024 22:47:56.090533 281473567388704 cross_device_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]: I1024 22:47:56.152203 281473567388704 cross_device_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]: I1024 22:47:56.170547 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs 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22:47:57.072428 281473567388704 cross_device_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]: I1024 22:47:57.091201 281473567388704 cross_device_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]: I1024 22:47:57.110251 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:58.116366 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1024 22:47:58.186442 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:58.186508 281473567388704 cross_device_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]: I1024 22:47:58.187310 281473567388704 cross_device_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]: I1024 22:47:58.186556 281473567388704 cross_device_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]: I1024 22:47:58.247075 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:58.247141 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:58.247101 281473567388704 cross_device_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]: I1024 22:47:58.258181 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:58.318850 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:58.319149 281473567388704 cross_device_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]: I1024 22:47:58.324709 281473567388704 cross_device_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]: I1024 22:47:58.351185 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1024 22:47:58.409940 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:58.410290 281473567388704 cross_device_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]: I1024 22:47:58.411014 281473567388704 cross_device_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]: I1024 22:47:58.425847 281473567388704 cross_device_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]: I1024 22:47:58.556020 281473567388704 cross_device_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]: I1024 22:47:58.555996 281473567388704 cross_device_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]: I1024 22:47:58.571470 281473567388704 cross_device_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]: I1024 22:47:58.591024 281473567388704 cross_device_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]: I1024 22:47:58.668614 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1024 22:47:58.675619 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1024 22:47:58.664168 281473567388704 cross_device_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]: I1024 22:47:58.677016 281473567388704 cross_device_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]: I1024 22:47:58.758601 281473567388704 cross_device_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]: I1024 22:47:58.760189 281473567388704 cross_device_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]: I1024 22:47:58.764210 281473567388704 cross_device_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]: I1024 22:47:58.758997 281473567388704 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 7 finished [worker-3]: I1024 22:47:58.837443 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-3]: INFO:tensorflow:Training finished. [worker-3]: I1024 22:47:58.838426 281473567388704 failure_handler_test.py:245] Training finished. [worker-0]: INFO:tensorflow:epoch 7 finished [worker-1]: INFO:tensorflow:epoch 7 finished [worker-0]: I1024 22:47:58.839731 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-1]: I1024 22:47:58.839560 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-2]: INFO:tensorflow:epoch 7 finished [worker-0]: INFO:tensorflow:Training finished. [worker-2]: I1024 22:47:58.840917 281473567388704 failure_handler_test.py:195] epoch 7 finished [worker-0]: I1024 22:47:58.841045 281473567388704 failure_handler_test.py:245] Training finished. [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I1024 22:47:58.845278 281473567388704 failure_handler_test.py:245] Training finished. [worker-1]: INFO:tensorflow:Training finished. [worker-1]: I1024 22:47:58.869166 281473567388704 failure_handler_test.py:245] Training finished. I1024 22:47:59.046778 281473619293216 multi_process_runner.py:646] worker-0 exit code: 0 I1024 22:47:59.047021 281473619293216 multi_process_runner.py:646] worker-1 exit code: 0 I1024 22:47:59.047172 281473619293216 multi_process_runner.py:646] worker-2 exit code: 0 I1024 22:47:59.047311 281473619293216 multi_process_runner.py:646] worker-3 exit code: 0 I1024 22:47:59.049608 281473619293216 multi_process_runner.py:662] Joining log reading threads. I1024 22:47:59.049863 281473619293216 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker): 14.34s I1024 22:47:59.493180 281473619293216 test_util.py:2574] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker): 14.34s [ OK ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker ====================================================================== ERROR: test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker (__main__.PreemptionCheckpointTest) PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker(api_wrapping_train=False, input_arg='checkpoint', strategy_option='MWMS_multi_worker') ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/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 3 tests in 37.705s FAILED (errors=1) ================================================================================ ==================== Test output for //tensorflow/compiler/mlir/quantization/stablehlo:convert_tf_quant_to_mhlo_int_test: 2023-10-24 22:49:11.954176: W external/local_tsl/tsl/lib/monitoring/collection_registry.cc:81] Trying to register 2 metrics with the same name: /tensorflow/core/bfc_allocator_delay. The old value will be erased in order to register a new one. Please check if you link the metric more than once, or if the name is already used by other metrics. Running main() from gmock_main.cc [==========] Running 7 tests from 1 test suite. [----------] Global test environment set-up. [----------] 7 tests from ConvertTfQuantToMhloIntTest [ RUN ] ConvertTfQuantToMhloIntTest.UniformQuantizeAndDequantize WARNING: All log messages before absl::InitializeLog() is called are written to STDERR I0000 00:00:1698187751.981928 371985 tfrt_cpu_pjrt_client.cc:349] TfrtCpuClient created. I0000 00:00:1698187752.202683 371985 tfrt_cpu_pjrt_client.cc:352] TfrtCpuClient destroyed. [ OK ] ConvertTfQuantToMhloIntTest.UniformQuantizeAndDequantize (268 ms) [ RUN ] ConvertTfQuantToMhloIntTest.UniformQuantizeConvolution I0000 00:00:1698187752.249787 371985 tfrt_cpu_pjrt_client.cc:349] TfrtCpuClient created. loc("-":13:8): error: Out-of-bounds dimension 281474630571514, expected to be less than the input-tensor rank 4 F0000 00:00:1698187752.268289 371985 convert_tf_quant_to_mhlo_int_test.cc:164] Check failed: succeeded(pm.run(module_op.get())) *** Check failure stack trace: *** @ 0xffffaccf53f0 absl::lts_20230125::log_internal::LogMessage::SendToLog() @ 0xffffaccf59bc absl::lts_20230125::log_internal::LogMessageFatal::~LogMessageFatal() @ 0xaaaaceacb7c8 mlir::quant::stablehlo::(anonymous namespace)::ConvertTfQuantToMhloIntTest::ExecuteAndCompareResultsWithTfKernel() @ 0xaaaaceacbce8 mlir::quant::stablehlo::(anonymous namespace)::ConvertTfQuantToMhloIntTest_UniformQuantizeConvolution_Test::TestBody() @ 0xffff94d32f0c testing::internal::HandleExceptionsInMethodIfSupported<>() @ 0xffff94d33228 testing::Test::Run() @ 0xffff94d33604 testing::TestInfo::Run() @ 0xffff94d33fb8 testing::TestSuite::Run() @ 0xffff94d3b37c testing::internal::UnitTestImpl::RunAllTests() @ 0xffff94d33990 testing::UnitTest::Run() @ 0xffffa6c10880 main @ 0xffff92be0e10 __libc_start_main @ 0xaaaaceac208c (unknown) ================================================================================ ==================== Test output for //tensorflow/compiler/mlir/quantization/stablehlo:convert_tf_quant_to_mhlo_int_test: 2023-10-24 22:49:38.003107: W external/local_tsl/tsl/lib/monitoring/collection_registry.cc:81] Trying to register 2 metrics with the same name: /tensorflow/core/bfc_allocator_delay. The old value will be erased in order to register a new one. Please check if you link the metric more than once, or if the name is already used by other metrics. Running main() from gmock_main.cc [==========] Running 7 tests from 1 test suite. [----------] Global test environment set-up. [----------] 7 tests from ConvertTfQuantToMhloIntTest [ RUN ] ConvertTfQuantToMhloIntTest.UniformQuantizeAndDequantize WARNING: All log messages before absl::InitializeLog() is called are written to STDERR I0000 00:00:1698187778.059042 417878 tfrt_cpu_pjrt_client.cc:349] TfrtCpuClient created. I0000 00:00:1698187778.233351 417878 tfrt_cpu_pjrt_client.cc:352] TfrtCpuClient destroyed. [ OK ] ConvertTfQuantToMhloIntTest.UniformQuantizeAndDequantize (213 ms) [ RUN ] ConvertTfQuantToMhloIntTest.UniformQuantizeConvolution I0000 00:00:1698187778.268261 417878 tfrt_cpu_pjrt_client.cc:349] TfrtCpuClient created. loc("-":13:8): error: Out-of-bounds dimension 281474556924554, expected to be less than the input-tensor rank 4 F0000 00:00:1698187778.287941 417878 convert_tf_quant_to_mhlo_int_test.cc:164] Check failed: succeeded(pm.run(module_op.get())) *** Check failure stack trace: *** @ 0xffff938153f0 absl::lts_20230125::log_internal::LogMessage::SendToLog() @ 0xffff938159bc absl::lts_20230125::log_internal::LogMessageFatal::~LogMessageFatal() @ 0xaaaad3aab7c8 mlir::quant::stablehlo::(anonymous namespace)::ConvertTfQuantToMhloIntTest::ExecuteAndCompareResultsWithTfKernel() @ 0xaaaad3aabce8 mlir::quant::stablehlo::(anonymous namespace)::ConvertTfQuantToMhloIntTest_UniformQuantizeConvolution_Test::TestBody() @ 0xffff7b852f0c testing::internal::HandleExceptionsInMethodIfSupported<>() @ 0xffff7b853228 testing::Test::Run() @ 0xffff7b853604 testing::TestInfo::Run() @ 0xffff7b853fb8 testing::TestSuite::Run() @ 0xffff7b85b37c testing::internal::UnitTestImpl::RunAllTests() @ 0xffff7b853990 testing::UnitTest::Run() @ 0xffff8d730880 main @ 0xffff79700e10 __libc_start_main @ 0xaaaad3aa208c (unknown) ================================================================================ ==================== Test output for //tensorflow/compiler/mlir/quantization/stablehlo:convert_tf_quant_to_mhlo_int_test: 2023-10-24 22:49:59.784456: W external/local_tsl/tsl/lib/monitoring/collection_registry.cc:81] Trying to register 2 metrics with the same name: /tensorflow/core/bfc_allocator_delay. The old value will be erased in order to register a new one. Please check if you link the metric more than once, or if the name is already used by other metrics. Running main() from gmock_main.cc [==========] Running 7 tests from 1 test suite. [----------] Global test environment set-up. [----------] 7 tests from ConvertTfQuantToMhloIntTest [ RUN ] ConvertTfQuantToMhloIntTest.UniformQuantizeAndDequantize WARNING: All log messages before absl::InitializeLog() is called are written to STDERR I0000 00:00:1698187799.816252 493688 tfrt_cpu_pjrt_client.cc:349] TfrtCpuClient created. I0000 00:00:1698187799.903779 493688 tfrt_cpu_pjrt_client.cc:352] TfrtCpuClient destroyed. [ OK ] ConvertTfQuantToMhloIntTest.UniformQuantizeAndDequantize (108 ms) [ RUN ] ConvertTfQuantToMhloIntTest.UniformQuantizeConvolution I0000 00:00:1698187799.921485 493688 tfrt_cpu_pjrt_client.cc:349] TfrtCpuClient created. loc("-":13:8): error: Out-of-bounds dimension 281474208143338, expected to be less than the input-tensor rank 4 F0000 00:00:1698187799.940073 493688 convert_tf_quant_to_mhlo_int_test.cc:164] Check failed: succeeded(pm.run(module_op.get())) *** Check failure stack trace: *** @ 0xffffb66653f0 absl::lts_20230125::log_internal::LogMessage::SendToLog() @ 0xffffb66659bc absl::lts_20230125::log_internal::LogMessageFatal::~LogMessageFatal() @ 0xaaaaadafb7c8 mlir::quant::stablehlo::(anonymous namespace)::ConvertTfQuantToMhloIntTest::ExecuteAndCompareResultsWithTfKernel() @ 0xaaaaadafbce8 mlir::quant::stablehlo::(anonymous namespace)::ConvertTfQuantToMhloIntTest_UniformQuantizeConvolution_Test::TestBody() @ 0xffff9e6a2f0c testing::internal::HandleExceptionsInMethodIfSupported<>() @ 0xffff9e6a3228 testing::Test::Run() @ 0xffff9e6a3604 testing::TestInfo::Run() @ 0xffff9e6a3fb8 testing::TestSuite::Run() @ 0xffff9e6ab37c testing::internal::UnitTestImpl::RunAllTests() @ 0xffff9e6a3990 testing::UnitTest::Run() @ 0xffffb0580880 main @ 0xffff9c550e10 __libc_start_main @ 0xaaaaadaf208c (unknown) ================================================================================ ==================== Test output for //tensorflow/python/eager:forwardprop_test_cpu (shard 4 of 5): Running tests under Python 3.11.6: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/python_aarch64-unknown-linux-gnu/bin/python3 [ RUN ] BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5) INFO:tensorflow:time(__main__.BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5)): 2.45s I1024 23:07:05.389502 281472930903072 test_util.py:2574] time(__main__.BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5)): 2.45s [ OK ] BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5) [ RUN ] ControlFlowTests.testOfFunctionCond INFO:tensorflow:time(__main__.ControlFlowTests.testOfFunctionCond): 1.96s I1024 23:07:07.353834 281472930903072 test_util.py:2574] time(__main__.ControlFlowTests.testOfFunctionCond): 1.96s [ OK ] ControlFlowTests.testOfFunctionCond [ RUN ] ForwardpropTest.testBackwardOverForwardTapeFirst INFO:tensorflow:time(__main__.ForwardpropTest.testBackwardOverForwardTapeFirst): 0.29s I1024 23:07:07.647216 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testBackwardOverForwardTapeFirst): 0.29s [ OK ] ForwardpropTest.testBackwardOverForwardTapeFirst [ RUN ] ForwardpropTest.testElementwiseNNOpsSwishM5 INFO:tensorflow:time(__main__.ForwardpropTest.testElementwiseNNOpsSwishM5): 2.67s I1024 23:07:10.322651 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testElementwiseNNOpsSwishM5): 2.67s [ OK ] ForwardpropTest.testElementwiseNNOpsSwishM5 [ RUN ] ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst INFO:tensorflow:time(__main__.ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst): 0.02s I1024 23:07:10.364686 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst): 0.02s [ OK ] ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst [ RUN ] ForwardpropTest.testFusedBatchNormGradsInference /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py:3109: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray. return np.array(a) INFO:tensorflow:time(__main__.ForwardpropTest.testFusedBatchNormGradsInference): 71.05s I1024 23:08:21.417255 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testFusedBatchNormGradsInference): 71.05s [ OK ] ForwardpropTest.testFusedBatchNormGradsInference [ RUN ] ForwardpropTest.testHigherOrderPureForwardOrder0 INFO:tensorflow:time(__main__.ForwardpropTest.testHigherOrderPureForwardOrder0): 0.6s I1024 23:08:22.027711 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testHigherOrderPureForwardOrder0): 0.6s [ OK ] ForwardpropTest.testHigherOrderPureForwardOrder0 [ RUN ] ForwardpropTest.testIndexSlicesGradInFunction INFO:tensorflow:time(__main__.ForwardpropTest.testIndexSlicesGradInFunction): 0.21s I1024 23:08:22.235815 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testIndexSlicesGradInFunction): 0.21s [ OK ] ForwardpropTest.testIndexSlicesGradInFunction [ RUN ] ForwardpropTest.testJVPManual INFO:tensorflow:time(__main__.ForwardpropTest.testJVPManual): 1.01s I1024 23:08:23.255855 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testJVPManual): 1.01s [ OK ] ForwardpropTest.testJVPManual [ RUN ] ForwardpropTest.testNumericHigherOrder [ FAILED ] ForwardpropTest.testNumericHigherOrder INFO:tensorflow:time(__main__.ForwardpropTest.testNumericHigherOrder): 5.31s I1024 23:08:28.563650 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testNumericHigherOrder): 5.31s [ RUN ] ForwardpropTest.testRecordingWithJVPIndices INFO:tensorflow:time(__main__.ForwardpropTest.testRecordingWithJVPIndices): 0.68s I1024 23:08:29.249955 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testRecordingWithJVPIndices): 0.68s [ OK ] ForwardpropTest.testRecordingWithJVPIndices [ RUN ] ForwardpropTest.testSpecialForwardFunctionUsed INFO:tensorflow:time(__main__.ForwardpropTest.testSpecialForwardFunctionUsed): 0.72s I1024 23:08:29.969619 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testSpecialForwardFunctionUsed): 0.72s [ OK ] ForwardpropTest.testSpecialForwardFunctionUsed [ RUN ] ForwardpropTest.testVariableWatchedFunction WARNING:tensorflow:5 out of the last 5 calls to ._Model.compute_jvps at 0xfffe9e63ab60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 23:08:31.478739 281472930903072 polymorphic_function.py:156] 5 out of the last 5 calls to ._Model.compute_jvps at 0xfffe9e63ab60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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 ._Model.compute_jvps at 0xfffe9e63ab60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 23:08:31.635419 281472930903072 polymorphic_function.py:156] 6 out of the last 6 calls to ._Model.compute_jvps at 0xfffe9e63ab60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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:time(__main__.ForwardpropTest.testVariableWatchedFunction): 2.0s I1024 23:08:31.966192 281472930903072 test_util.py:2574] time(__main__.ForwardpropTest.testVariableWatchedFunction): 2.0s [ OK ] ForwardpropTest.testVariableWatchedFunction ====================================================================== FAIL: testNumericHigherOrder (__main__.ForwardpropTest) ForwardpropTest.testNumericHigherOrder Warms up, gets object counts, runs the test, checks for new objects. ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 713, in decorator f(self, *args, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 455, in testNumericHigherOrder _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 215, in _test_gradients _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 215, in _test_gradients _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 231, in _test_gradients testcase.assertAllClose(sym_jac_back, sym_jac_fwd, rtol=srtol, atol=satol) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 1657, in decorated return f(*args, **kwds) ^^^^^^^^^^^^^^^^ File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3293, in assertAllClose self._assertAllCloseRecursive(a, b, rtol=rtol, atol=atol, msg=msg) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3229, in _assertAllCloseRecursive self._assertArrayLikeAllClose( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3186, in _assertArrayLikeAllClose np.testing.assert_allclose( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/pypi_numpy/site-packages/numpy/testing/_private/utils.py", line 1527, in assert_allclose assert_array_compare(compare, actual, desired, err_msg=str(err_msg), File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/pypi_numpy/site-packages/numpy/testing/_private/utils.py", line 844, in assert_array_compare raise AssertionError(msg) AssertionError: Not equal to tolerance rtol=1e-06, atol=1e-06 Mismatched value: a is different from b. not close where = (array([0]), array([0]), array([2])) not close lhs = [-155.46957] not close rhs = [-155.46982] not close dif = [0.00024414] not close tol = [0.00015647] dtype = float32, shape = (1, 4, 4) Mismatched elements: 1 / 16 (6.25%) Max absolute difference: 0.00024414 Max relative difference: 1.5703409e-06 x: array([[[-4755.0654 , -139.43396 , -155.46957 , 158.52019 ], [ -139.43398 , -119.946 , -26.157635, 20.20992 ], [ -155.4697 , -26.15764 , 428.02136 , -365.0485 ],... y: array([[[-4755.0654 , -139.43398 , -155.46982 , 158.52022 ], [ -139.43399 , -119.946014, -26.157648, 20.209923], [ -155.46967 , -26.157635, 428.02112 , -365.04846 ],... ---------------------------------------------------------------------- Ran 13 tests in 89.024s FAILED (failures=1) ================================================================================ ==================== Test output for //tensorflow/python/eager:forwardprop_test_cpu (shard 4 of 5): Running tests under Python 3.11.6: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/python_aarch64-unknown-linux-gnu/bin/python3 [ RUN ] BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5) INFO:tensorflow:time(__main__.BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5)): 2.51s I1024 23:08:40.062377 281473846113312 test_util.py:2574] time(__main__.BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5)): 2.51s [ OK ] BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5) [ RUN ] ControlFlowTests.testOfFunctionCond INFO:tensorflow:time(__main__.ControlFlowTests.testOfFunctionCond): 1.1s I1024 23:08:41.165438 281473846113312 test_util.py:2574] time(__main__.ControlFlowTests.testOfFunctionCond): 1.1s [ OK ] ControlFlowTests.testOfFunctionCond [ RUN ] ForwardpropTest.testBackwardOverForwardTapeFirst INFO:tensorflow:time(__main__.ForwardpropTest.testBackwardOverForwardTapeFirst): 0.1s I1024 23:08:41.267903 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testBackwardOverForwardTapeFirst): 0.1s [ OK ] ForwardpropTest.testBackwardOverForwardTapeFirst [ RUN ] ForwardpropTest.testElementwiseNNOpsSwishM5 INFO:tensorflow:time(__main__.ForwardpropTest.testElementwiseNNOpsSwishM5): 2.46s I1024 23:08:43.725525 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testElementwiseNNOpsSwishM5): 2.46s [ OK ] ForwardpropTest.testElementwiseNNOpsSwishM5 [ RUN ] ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst INFO:tensorflow:time(__main__.ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst): 0.12s I1024 23:08:43.845412 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst): 0.12s [ OK ] ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst [ RUN ] ForwardpropTest.testFusedBatchNormGradsInference /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py:3109: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray. return np.array(a) INFO:tensorflow:time(__main__.ForwardpropTest.testFusedBatchNormGradsInference): 83.22s I1024 23:10:07.067137 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testFusedBatchNormGradsInference): 83.22s [ OK ] ForwardpropTest.testFusedBatchNormGradsInference [ RUN ] ForwardpropTest.testHigherOrderPureForwardOrder0 INFO:tensorflow:time(__main__.ForwardpropTest.testHigherOrderPureForwardOrder0): 0.47s I1024 23:10:07.538378 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testHigherOrderPureForwardOrder0): 0.47s [ OK ] ForwardpropTest.testHigherOrderPureForwardOrder0 [ RUN ] ForwardpropTest.testIndexSlicesGradInFunction INFO:tensorflow:time(__main__.ForwardpropTest.testIndexSlicesGradInFunction): 0.19s I1024 23:10:07.731353 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testIndexSlicesGradInFunction): 0.19s [ OK ] ForwardpropTest.testIndexSlicesGradInFunction [ RUN ] ForwardpropTest.testJVPManual INFO:tensorflow:time(__main__.ForwardpropTest.testJVPManual): 0.83s I1024 23:10:08.565298 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testJVPManual): 0.83s [ OK ] ForwardpropTest.testJVPManual [ RUN ] ForwardpropTest.testNumericHigherOrder [ FAILED ] ForwardpropTest.testNumericHigherOrder INFO:tensorflow:time(__main__.ForwardpropTest.testNumericHigherOrder): 6.49s I1024 23:10:15.058584 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testNumericHigherOrder): 6.49s [ RUN ] ForwardpropTest.testRecordingWithJVPIndices INFO:tensorflow:time(__main__.ForwardpropTest.testRecordingWithJVPIndices): 0.75s I1024 23:10:15.816072 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testRecordingWithJVPIndices): 0.75s [ OK ] ForwardpropTest.testRecordingWithJVPIndices [ RUN ] ForwardpropTest.testSpecialForwardFunctionUsed INFO:tensorflow:time(__main__.ForwardpropTest.testSpecialForwardFunctionUsed): 0.73s I1024 23:10:16.550653 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testSpecialForwardFunctionUsed): 0.73s [ OK ] ForwardpropTest.testSpecialForwardFunctionUsed [ RUN ] ForwardpropTest.testVariableWatchedFunction WARNING:tensorflow:5 out of the last 5 calls to ._Model.compute_jvps at 0xfffefc6300e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 23:10:18.210385 281473846113312 polymorphic_function.py:156] 5 out of the last 5 calls to ._Model.compute_jvps at 0xfffefc6300e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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 ._Model.compute_jvps at 0xfffefc6300e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 23:10:18.368621 281473846113312 polymorphic_function.py:156] 6 out of the last 6 calls to ._Model.compute_jvps at 0xfffefc6300e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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:time(__main__.ForwardpropTest.testVariableWatchedFunction): 2.14s I1024 23:10:18.689564 281473846113312 test_util.py:2574] time(__main__.ForwardpropTest.testVariableWatchedFunction): 2.14s [ OK ] ForwardpropTest.testVariableWatchedFunction ====================================================================== FAIL: testNumericHigherOrder (__main__.ForwardpropTest) ForwardpropTest.testNumericHigherOrder Warms up, gets object counts, runs the test, checks for new objects. ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 713, in decorator f(self, *args, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 455, in testNumericHigherOrder _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 215, in _test_gradients _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 215, in _test_gradients _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 231, in _test_gradients testcase.assertAllClose(sym_jac_back, sym_jac_fwd, rtol=srtol, atol=satol) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 1657, in decorated return f(*args, **kwds) ^^^^^^^^^^^^^^^^ File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3293, in assertAllClose self._assertAllCloseRecursive(a, b, rtol=rtol, atol=atol, msg=msg) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3229, in _assertAllCloseRecursive self._assertArrayLikeAllClose( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3186, in _assertArrayLikeAllClose np.testing.assert_allclose( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/pypi_numpy/site-packages/numpy/testing/_private/utils.py", line 1527, in assert_allclose assert_array_compare(compare, actual, desired, err_msg=str(err_msg), File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/pypi_numpy/site-packages/numpy/testing/_private/utils.py", line 844, in assert_array_compare raise AssertionError(msg) AssertionError: Not equal to tolerance rtol=1e-06, atol=1e-06 Mismatched value: a is different from b. not close where = (array([0]), array([0]), array([2])) not close lhs = [-155.46957] not close rhs = [-155.46982] not close dif = [0.00024414] not close tol = [0.00015647] dtype = float32, shape = (1, 4, 4) Mismatched elements: 1 / 16 (6.25%) Max absolute difference: 0.00024414 Max relative difference: 1.5703409e-06 x: array([[[-4755.0654 , -139.43396 , -155.46957 , 158.52019 ], [ -139.43398 , -119.946 , -26.157635, 20.20992 ], [ -155.4697 , -26.15764 , 428.02136 , -365.0485 ],... y: array([[[-4755.0654 , -139.43398 , -155.46982 , 158.52022 ], [ -139.43399 , -119.946014, -26.157648, 20.209923], [ -155.46967 , -26.157635, 428.02112 , -365.04846 ],... ---------------------------------------------------------------------- Ran 13 tests in 101.142s FAILED (failures=1) ================================================================================ ==================== Test output for //tensorflow/python/eager:forwardprop_test_cpu (shard 4 of 5): Running tests under Python 3.11.6: /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/python_aarch64-unknown-linux-gnu/bin/python3 [ RUN ] BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5) INFO:tensorflow:time(__main__.BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5)): 2.71s I1024 23:10:26.268193 281472835220512 test_util.py:2574] time(__main__.BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5)): 2.71s [ OK ] BatchTests.testJVPBatchCorrectness0 (, (2, 3), 5) [ RUN ] ControlFlowTests.testOfFunctionCond INFO:tensorflow:time(__main__.ControlFlowTests.testOfFunctionCond): 1.16s I1024 23:10:27.429064 281472835220512 test_util.py:2574] time(__main__.ControlFlowTests.testOfFunctionCond): 1.16s [ OK ] ControlFlowTests.testOfFunctionCond [ RUN ] ForwardpropTest.testBackwardOverForwardTapeFirst INFO:tensorflow:time(__main__.ForwardpropTest.testBackwardOverForwardTapeFirst): 0.08s I1024 23:10:27.511778 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testBackwardOverForwardTapeFirst): 0.08s [ OK ] ForwardpropTest.testBackwardOverForwardTapeFirst [ RUN ] ForwardpropTest.testElementwiseNNOpsSwishM5 INFO:tensorflow:time(__main__.ForwardpropTest.testElementwiseNNOpsSwishM5): 2.21s I1024 23:10:29.726262 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testElementwiseNNOpsSwishM5): 2.21s [ OK ] ForwardpropTest.testElementwiseNNOpsSwishM5 [ RUN ] ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst INFO:tensorflow:time(__main__.ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst): 0.02s I1024 23:10:29.751609 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst): 0.02s [ OK ] ForwardpropTest.testForwardOverBackwardMemoryEfficiencyTapeFirst [ RUN ] ForwardpropTest.testFusedBatchNormGradsInference /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py:3109: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray. return np.array(a) INFO:tensorflow:time(__main__.ForwardpropTest.testFusedBatchNormGradsInference): 70.51s I1024 23:11:40.266102 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testFusedBatchNormGradsInference): 70.51s [ OK ] ForwardpropTest.testFusedBatchNormGradsInference [ RUN ] ForwardpropTest.testHigherOrderPureForwardOrder0 INFO:tensorflow:time(__main__.ForwardpropTest.testHigherOrderPureForwardOrder0): 0.62s I1024 23:11:43.106803 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testHigherOrderPureForwardOrder0): 0.62s [ OK ] ForwardpropTest.testHigherOrderPureForwardOrder0 [ RUN ] ForwardpropTest.testIndexSlicesGradInFunction INFO:tensorflow:time(__main__.ForwardpropTest.testIndexSlicesGradInFunction): 1.12s I1024 23:11:44.228271 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testIndexSlicesGradInFunction): 1.12s [ OK ] ForwardpropTest.testIndexSlicesGradInFunction [ RUN ] ForwardpropTest.testJVPManual INFO:tensorflow:time(__main__.ForwardpropTest.testJVPManual): 0.65s I1024 23:11:44.890195 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testJVPManual): 0.65s [ OK ] ForwardpropTest.testJVPManual [ RUN ] ForwardpropTest.testNumericHigherOrder [ FAILED ] ForwardpropTest.testNumericHigherOrder INFO:tensorflow:time(__main__.ForwardpropTest.testNumericHigherOrder): 6.02s I1024 23:11:50.910779 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testNumericHigherOrder): 6.02s [ RUN ] ForwardpropTest.testRecordingWithJVPIndices INFO:tensorflow:time(__main__.ForwardpropTest.testRecordingWithJVPIndices): 1.24s I1024 23:11:52.153759 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testRecordingWithJVPIndices): 1.24s [ OK ] ForwardpropTest.testRecordingWithJVPIndices [ RUN ] ForwardpropTest.testSpecialForwardFunctionUsed INFO:tensorflow:time(__main__.ForwardpropTest.testSpecialForwardFunctionUsed): 0.55s I1024 23:11:52.708317 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testSpecialForwardFunctionUsed): 0.55s [ OK ] ForwardpropTest.testSpecialForwardFunctionUsed [ RUN ] ForwardpropTest.testVariableWatchedFunction WARNING:tensorflow:5 out of the last 5 calls to ._Model.compute_jvps at 0xfffed023c5e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 23:11:54.255493 281472835220512 polymorphic_function.py:156] 5 out of the last 5 calls to ._Model.compute_jvps at 0xfffed023c5e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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 ._Model.compute_jvps at 0xfffed023c5e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1024 23:11:54.406495 281472835220512 polymorphic_function.py:156] 6 out of the last 6 calls to ._Model.compute_jvps at 0xfffed023c5e0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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:time(__main__.ForwardpropTest.testVariableWatchedFunction): 1.93s I1024 23:11:54.642338 281472835220512 test_util.py:2574] time(__main__.ForwardpropTest.testVariableWatchedFunction): 1.93s [ OK ] ForwardpropTest.testVariableWatchedFunction ====================================================================== FAIL: testNumericHigherOrder (__main__.ForwardpropTest) ForwardpropTest.testNumericHigherOrder Warms up, gets object counts, runs the test, checks for new objects. ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 713, in decorator f(self, *args, **kwargs) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 455, in testNumericHigherOrder _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 215, in _test_gradients _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 215, in _test_gradients _test_gradients( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/eager/forwardprop_test.py", line 231, in _test_gradients testcase.assertAllClose(sym_jac_back, sym_jac_fwd, rtol=srtol, atol=satol) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 1657, in decorated return f(*args, **kwds) ^^^^^^^^^^^^^^^^ File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3293, in assertAllClose self._assertAllCloseRecursive(a, b, rtol=rtol, atol=atol, msg=msg) File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3229, in _assertAllCloseRecursive self._assertArrayLikeAllClose( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/org_tensorflow/tensorflow/python/framework/test_util.py", line 3186, in _assertArrayLikeAllClose np.testing.assert_allclose( File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/pypi_numpy/site-packages/numpy/testing/_private/utils.py", line 1527, in assert_allclose assert_array_compare(compare, actual, desired, err_msg=str(err_msg), File "/home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/eager/forwardprop_test_cpu.runfiles/pypi_numpy/site-packages/numpy/testing/_private/utils.py", line 844, in assert_array_compare raise AssertionError(msg) AssertionError: Not equal to tolerance rtol=1e-06, atol=1e-06 Mismatched value: a is different from b. not close where = (array([0]), array([0]), array([2])) not close lhs = [-155.46957] not close rhs = [-155.46982] not close dif = [0.00024414] not close tol = [0.00015647] dtype = float32, shape = (1, 4, 4) Mismatched elements: 1 / 16 (6.25%) Max absolute difference: 0.00024414 Max relative difference: 1.5703409e-06 x: array([[[-4755.0654 , -139.43396 , -155.46957 , 158.52019 ], [ -139.43398 , -119.946 , -26.157635, 20.20992 ], [ -155.4697 , -26.15764 , 428.02136 , -365.0485 ],... y: array([[[-4755.0654 , -139.43398 , -155.46982 , 158.52022 ], [ -139.43399 , -119.946014, -26.157648, 20.209923], [ -155.46967 , -26.157635, 428.02112 , -365.04846 ],... ---------------------------------------------------------------------- Ran 13 tests in 91.087s FAILED (failures=1) ================================================================================ //tensorflow/c:c_api_experimental_test PASSED in 42.6s //tensorflow/c:c_api_function_test PASSED in 27.0s //tensorflow/c:c_api_test_cpu PASSED in 39.0s //tensorflow/c:c_test PASSED in 34.7s //tensorflow/c:env_test_cpu PASSED in 33.0s //tensorflow/c:kernels_test_cpu PASSED in 44.2s //tensorflow/c:ops_test PASSED in 31.9s //tensorflow/c:tf_status_helper_test PASSED in 0.2s //tensorflow/c:while_loop_test PASSED in 36.3s //tensorflow/c/eager:c_api_cluster_test_cpu PASSED in 40.9s //tensorflow/c/eager:c_api_remote_function_test_cpu PASSED in 39.6s //tensorflow/c/eager:c_api_remote_test_cpu PASSED in 36.9s //tensorflow/c/eager:c_api_test_cpu PASSED in 42.2s //tensorflow/c/eager:custom_device_test PASSED in 30.8s //tensorflow/c/eager:dlpack_test_cpu PASSED in 37.0s //tensorflow/c/eager/parallel_device:parallel_device_lib_test PASSED in 52.3s //tensorflow/c/eager/parallel_device:parallel_device_remote_test PASSED in 35.7s //tensorflow/c/eager/parallel_device:parallel_device_test PASSED in 31.5s //tensorflow/c/experimental/filesystem/plugins/gcs:expiring_lru_cache_test PASSED in 0.1s //tensorflow/c/experimental/filesystem/plugins/gcs:ram_file_block_cache_test PASSED in 2.3s //tensorflow/c/experimental/grappler:grappler_test PASSED in 34.5s //tensorflow/c/experimental/next_pluggable_device:tensor_pjrt_buffer_util_test PASSED in 7.9s //tensorflow/c/experimental/ops/gen/common:case_format_test PASSED in 0.8s //tensorflow/c/experimental/ops/gen/cpp:cpp_generator_test PASSED in 0.8s //tensorflow/c/experimental/ops/gen/cpp/renderers:renderer_test PASSED in 0.6s //tensorflow/c/experimental/saved_model/core:constant_loading_test PASSED in 29.9s //tensorflow/c/experimental/saved_model/core:object_graph_traversal_test PASSED in 15.7s //tensorflow/c/experimental/saved_model/core:saved_variable_loading_test PASSED in 24.0s //tensorflow/c/experimental/saved_model/core:signature_flattening_test PASSED in 12.8s //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 17.3s //tensorflow/c/experimental/saved_model/core/ops:variable_ops_test PASSED in 16.0s //tensorflow/c/experimental/saved_model/internal:saved_model_api_test PASSED in 37.3s //tensorflow/c/experimental/stream_executor:stream_executor_test PASSED in 0.1s //tensorflow/c/kernels:bitcast_op_test PASSED in 0.9s //tensorflow/c/kernels:summary_op_benchmark_test PASSED in 0.8s //tensorflow/c/kernels:summary_op_test PASSED in 0.5s //tensorflow/c/kernels:tensor_shape_utils_test PASSED in 0.1s //tensorflow/cc:cc_op_gen_test PASSED in 0.2s //tensorflow/cc:client_client_session_test PASSED in 1.7s //tensorflow/cc:coordinator_test PASSED in 3.7s //tensorflow/cc:framework_cc_ops_test PASSED in 2.7s //tensorflow/cc:framework_gradient_checker_test PASSED in 2.1s //tensorflow/cc:framework_gradients_test PASSED in 5.4s //tensorflow/cc:framework_scope_test PASSED in 0.6s //tensorflow/cc:framework_while_gradients_test PASSED in 2.3s //tensorflow/cc:gradients_array_grad_test PASSED in 7.6s //tensorflow/cc:gradients_data_flow_grad_test PASSED in 1.6s //tensorflow/cc:gradients_functional_grad_test PASSED in 2.7s //tensorflow/cc:gradients_image_grad_test PASSED in 6.8s //tensorflow/cc:gradients_linalg_grad_test PASSED in 2.9s //tensorflow/cc:gradients_manip_grad_test PASSED in 2.3s //tensorflow/cc:gradients_math_grad_test PASSED in 8.6s //tensorflow/cc:gradients_nn_grad_test PASSED in 4.2s //tensorflow/cc:gradients_resource_variable_grad_test PASSED in 1.9s //tensorflow/cc:ops_const_op_test PASSED in 0.8s //tensorflow/cc:ops_while_loop_test PASSED in 1.7s //tensorflow/cc:queue_runner_test PASSED in 12.4s //tensorflow/cc/experimental/base/tests:tensor_test PASSED in 0.4s //tensorflow/cc/experimental/base/tests:tensorhandle_test PASSED in 33.2s //tensorflow/cc/experimental/libexport:load_test PASSED in 0.1s //tensorflow/cc/experimental/libexport:save_test PASSED in 0.2s //tensorflow/cc/experimental/libtf:libtf_module_test PASSED in 34.2s //tensorflow/cc/experimental/libtf:libtf_object_test PASSED in 0.2s //tensorflow/cc/experimental/libtf:libtf_perf_test PASSED in 0.3s //tensorflow/cc/experimental/libtf:libtf_runtime_test PASSED in 35.6s //tensorflow/cc/experimental/libtf:libtf_transform_test PASSED in 31.4s //tensorflow/cc/experimental/libtf:libtf_value_test PASSED in 0.2s //tensorflow/cc/experimental/libtf:libtf_visit_test PASSED in 0.2s //tensorflow/cc/experimental/libtf/impl:iostream_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:none_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:scalars_test PASSED in 0.7s //tensorflow/cc/experimental/libtf/impl:string_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:tensor_spec_test PASSED in 0.6s //tensorflow/cc/saved_model:bundle_v2_test PASSED in 0.1s //tensorflow/cc/saved_model:fingerprinting_chunked_test PASSED in 0.1s //tensorflow/cc/saved_model:fingerprinting_test PASSED in 1.2s //tensorflow/cc/saved_model:fingerprinting_utils_test PASSED in 0.2s //tensorflow/cc/saved_model:metrics_test PASSED in 0.2s //tensorflow/cc/saved_model:reader_test PASSED in 0.1s //tensorflow/cc/saved_model:saved_model_bundle_lite_test PASSED in 7.8s //tensorflow/cc/saved_model:saved_model_bundle_test PASSED in 10.9s //tensorflow/cc/saved_model:util_test PASSED in 0.5s //tensorflow/cc/saved_model/experimental/tests:saved_model_api_test PASSED in 28.8s //tensorflow/cc/tools:freeze_saved_model_test PASSED in 2.1s //tensorflow/compiler/aot:codegen_test PASSED in 35.6s 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//tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:optimize_tf_control_flow_side_effect.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:remove_tf_if_const_args.mlir.test PASSED in 1.9s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:reorder_assert.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:side_effects.mlir.test PASSED in 1.4s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:tf_to_corert_pipeline.mlir.test PASSED in 4.0s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:tf_to_corert_pipeline_refvar.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tfrt/tests/tf_to_corert:whileop.mlir.test PASSED in 2.0s //tensorflow/compiler/mlir/tfrt/translate/mlrt:mlir_to_bytecode_test PASSED in 0.2s //tensorflow/compiler/mlir/tools/kernel_gen/tests:buffer_deallocation.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tools/kernel_gen/tests:buffer_reuse.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tools/kernel_gen/tests:bufferize.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:copy_cleanup.mlir.test PASSED in 1.8s //tensorflow/compiler/mlir/tools/kernel_gen/tests:embed_tf_framework.mlir.test PASSED in 1.8s //tensorflow/compiler/mlir/tools/kernel_gen/tests:func_to_jit_invocations.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tools/kernel_gen/tests:invalid.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tools/kernel_gen/tests:isinf.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tools/kernel_gen/tests:ops.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tools/kernel_gen/tests:parallel_loops_to_sequential.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/tools/kernel_gen/tests:rewrite_tf_framework_assert.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tanh.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf-legalize-to-lmhlo.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_abi_knowledge.mlir.test PASSED in 2.3s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_framework_legalize_to_llvm.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tools/kernel_gen/tests:tf_kernel_gpu_launch_to_llvm.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tosa/tests:convert-tfl-uint8.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/tosa/tests:convert_metadata.mlir.test PASSED in 1.2s //tensorflow/compiler/mlir/tosa/tests:fuse-bias-tf.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/tosa/tests:lower-complex-types.mlir.test PASSED in 1.6s //tensorflow/compiler/mlir/tosa/tests:lower_global_tensors.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:multi_add.mlir.test PASSED in 8.3s //tensorflow/compiler/mlir/tosa/tests:retain_call_once_funcs.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/tosa/tests:strip-quant-types.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tosa/tests:strip_metadata.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/tosa/tests:tf-tfl-to-tosa-pipeline.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:tf-to-tosa-pipeline.mlir.test PASSED in 1.6s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-dequantize_softmax.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-pipeline-filtered.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/tosa/tests:tfl-to-tosa-pipeline.mlir.test PASSED in 6.4s //tensorflow/compiler/mlir/tosa/tests:verify_fully_converted.mlir.test PASSED in 1.0s //tensorflow/compiler/tests:adadelta_test_cpu PASSED in 17.9s //tensorflow/compiler/tests:adagrad_da_test_cpu PASSED in 15.5s //tensorflow/compiler/tests:adagrad_test_cpu PASSED in 14.7s //tensorflow/compiler/tests:adam_test_cpu PASSED in 22.0s //tensorflow/compiler/tests:add_n_test_cpu PASSED in 12.0s //tensorflow/compiler/tests:argminmax_test_cpu PASSED in 18.1s //tensorflow/compiler/tests:argminmax_test_cpu_mlir_bridge_test PASSED in 29.1s //tensorflow/compiler/tests:bucketize_op_test_cpu PASSED in 13.1s //tensorflow/compiler/tests:bucketize_op_test_cpu_mlir_bridge_test PASSED in 11.9s //tensorflow/compiler/tests:case_test_cpu PASSED in 17.0s //tensorflow/compiler/tests:cast_ops_test_cpu PASSED in 12.3s //tensorflow/compiler/tests:cast_ops_test_cpu_mlir_bridge_test PASSED in 15.6s //tensorflow/compiler/tests:categorical_op_test_cpu PASSED in 26.7s //tensorflow/compiler/tests:categorical_op_test_cpu_mlir_bridge_test PASSED in 31.6s //tensorflow/compiler/tests:cholesky_op_test_cpu PASSED in 32.7s //tensorflow/compiler/tests:cholesky_op_test_cpu_mlir_bridge_test PASSED in 21.7s //tensorflow/compiler/tests:clustering_test_cpu PASSED in 10.7s //tensorflow/compiler/tests:clustering_test_cpu_mlir_bridge_test PASSED in 11.6s //tensorflow/compiler/tests:concat_ops_test_cpu PASSED in 12.3s //tensorflow/compiler/tests:concat_ops_test_cpu_mlir_bridge_test PASSED in 13.2s //tensorflow/compiler/tests:cond_test_cpu PASSED in 11.7s //tensorflow/compiler/tests:const_arg_test_cpu PASSED in 12.8s //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 18.2s //tensorflow/compiler/tests:dense_layer_test_cpu PASSED in 16.3s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu PASSED in 38.1s //tensorflow/compiler/tests:dynamic_slice_ops_test_cpu_mlir_bridge_test PASSED in 16.4s //tensorflow/compiler/tests:dynamic_stitch_test_cpu PASSED in 13.5s //tensorflow/compiler/tests:dynamic_stitch_test_cpu_mlir_bridge_test PASSED in 14.6s //tensorflow/compiler/tests:eager_test_cpu PASSED in 21.7s //tensorflow/compiler/tests:einsum_op_test_cpu PASSED in 12.5s //tensorflow/compiler/tests:einsum_op_test_cpu_mlir_bridge_test PASSED in 12.1s //tensorflow/compiler/tests:ensure_shape_op_test_cpu PASSED in 11.7s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu PASSED in 12.3s //tensorflow/compiler/tests:extract_image_patches_op_test_cpu_mlir_bridge_test PASSED in 12.3s //tensorflow/compiler/tests:fake_quant_ops_test_cpu PASSED in 16.2s //tensorflow/compiler/tests:fake_quant_ops_test_cpu_mlir_bridge_test PASSED in 21.6s //tensorflow/compiler/tests:fifo_queue_test_cpu PASSED in 11.5s //tensorflow/compiler/tests:fifo_queue_test_cpu_mlir_bridge_test PASSED in 11.8s //tensorflow/compiler/tests:ftrl_ops_test_cpu PASSED in 14.8s //tensorflow/compiler/tests:ftrl_ops_test_cpu_mlir_bridge_test PASSED in 21.7s //tensorflow/compiler/tests:function_test_cpu PASSED in 13.5s //tensorflow/compiler/tests:function_test_cpu_mlir_bridge_test PASSED in 14.7s //tensorflow/compiler/tests:gather_nd_op_test_cpu PASSED in 11.6s //tensorflow/compiler/tests:gather_nd_op_test_cpu_mlir_bridge_test PASSED in 19.8s //tensorflow/compiler/tests:gather_test_cpu PASSED in 40.2s //tensorflow/compiler/tests:gather_test_cpu_mlir_bridge_test PASSED in 60.3s //tensorflow/compiler/tests:jit_test_cpu PASSED in 50.9s //tensorflow/compiler/tests:listdiff_op_test_cpu PASSED in 17.0s //tensorflow/compiler/tests:listdiff_op_test_cpu_mlir_bridge_test PASSED in 14.0s //tensorflow/compiler/tests:lrn_ops_test_cpu PASSED in 13.2s //tensorflow/compiler/tests:lrn_ops_test_cpu_mlir_bridge_test PASSED in 19.7s //tensorflow/compiler/tests:lstm_test_cpu PASSED in 29.2s //tensorflow/compiler/tests:manip_ops_test_cpu PASSED in 13.9s //tensorflow/compiler/tests:manip_ops_test_cpu_mlir_bridge_test PASSED in 22.5s //tensorflow/compiler/tests:matrix_band_part_test_cpu PASSED in 48.2s //tensorflow/compiler/tests:matrix_band_part_test_cpu_mlir_bridge_test PASSED in 56.5s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu PASSED in 21.5s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu_mlir_bridge_test PASSED in 22.1s //tensorflow/compiler/tests:matrix_solve_op_test_cpu PASSED in 13.1s //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test PASSED in 12.6s //tensorflow/compiler/tests:momentum_test_cpu PASSED in 15.3s //tensorflow/compiler/tests:nary_ops_test_cpu PASSED in 13.3s //tensorflow/compiler/tests:nary_ops_test_cpu_mlir_bridge_test PASSED in 14.3s //tensorflow/compiler/tests:nullary_ops_test_cpu PASSED in 11.4s //tensorflow/compiler/tests:nullary_ops_test_cpu_mlir_bridge_test PASSED in 21.2s //tensorflow/compiler/tests:placeholder_test_cpu PASSED in 13.5s //tensorflow/compiler/tests:placeholder_test_cpu_mlir_bridge_test PASSED in 18.8s //tensorflow/compiler/tests:proximal_adagrad_test_cpu PASSED in 12.9s //tensorflow/compiler/tests:proximal_gradient_descent_test_cpu PASSED in 14.9s //tensorflow/compiler/tests:quantized_ops_test_cpu PASSED in 14.0s //tensorflow/compiler/tests:reduce_window_test_cpu PASSED in 12.8s //tensorflow/compiler/tests:reduce_window_test_cpu_mlir_bridge_test PASSED in 13.0s //tensorflow/compiler/tests:reshape_op_test_cpu PASSED in 14.1s //tensorflow/compiler/tests:reshape_op_test_cpu_mlir_bridge_test PASSED in 15.6s //tensorflow/compiler/tests:reverse_ops_test_cpu PASSED in 13.9s //tensorflow/compiler/tests:reverse_ops_test_cpu_mlir_bridge_test PASSED in 15.6s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu PASSED in 12.1s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu_mlir_bridge_test PASSED in 13.1s //tensorflow/compiler/tests:rmsprop_test_cpu PASSED in 13.8s //tensorflow/compiler/tests:scatter_nd_op_test_cpu PASSED in 32.4s //tensorflow/compiler/tests:scatter_nd_op_test_cpu_mlir_bridge_test PASSED in 28.7s //tensorflow/compiler/tests:searchsorted_op_test_cpu PASSED in 32.9s //tensorflow/compiler/tests:searchsorted_op_test_cpu_mlir_bridge_test PASSED in 12.4s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu PASSED in 31.4s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu_mlir_bridge_test PASSED in 44.4s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu PASSED in 20.1s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu_mlir_bridge_test PASSED in 19.6s //tensorflow/compiler/tests:slice_ops_test_cpu PASSED in 33.2s //tensorflow/compiler/tests:slice_ops_test_cpu_mlir_bridge_test PASSED in 26.6s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu PASSED in 12.2s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu_mlir_bridge_test PASSED in 13.6s //tensorflow/compiler/tests:stack_ops_test_cpu PASSED in 12.3s //tensorflow/compiler/tests:tensor_float_32_test_cpu PASSED in 32.9s //tensorflow/compiler/tests:tensor_float_32_test_cpu_mlir_bridge_test PASSED in 17.3s //tensorflow/compiler/tests:tensor_list_ops_test_cpu PASSED in 18.5s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu PASSED in 16.2s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu_mlir_bridge_test PASSED in 39.9s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu PASSED in 15.5s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu_mlir_bridge_test PASSED in 17.3s //tensorflow/compiler/tests:unique_ops_test_cpu PASSED in 13.0s //tensorflow/compiler/tests:variable_ops_test_cpu PASSED in 25.9s //tensorflow/compiler/tests:variable_ops_test_cpu_mlir_bridge_test PASSED in 22.6s //tensorflow/compiler/tests:where_op_test_cpu PASSED in 13.1s //tensorflow/compiler/tests:while_test_cpu PASSED in 14.9s //tensorflow/compiler/tests:xla_call_module_no_platform_check_test_cpu PASSED in 15.8s //tensorflow/compiler/tests:xla_call_module_no_shape_assertions_check_test_cpu PASSED in 13.4s //tensorflow/compiler/tests:xla_call_module_test_cpu PASSED in 30.0s //tensorflow/compiler/tests:xla_custom_call_ops_test_cpu PASSED in 13.5s //tensorflow/compiler/tests:xla_device_gpu_test_cpu PASSED in 12.1s //tensorflow/compiler/tests:xla_device_test_cpu PASSED in 20.6s //tensorflow/compiler/tests:xla_device_test_cpu_mlir_bridge_test PASSED in 17.0s //tensorflow/compiler/tests:xla_ops_test_cpu PASSED in 30.0s //tensorflow/compiler/tests:xla_ops_test_cpu_mlir_bridge_test PASSED in 72.2s //tensorflow/compiler/tests:xla_test_test PASSED in 23.1s //tensorflow/compiler/tf2xla:const_analysis_test PASSED in 6.5s //tensorflow/compiler/tf2xla:cpu_function_runtime_test PASSED in 0.3s //tensorflow/compiler/tf2xla:functionalize_cond_test PASSED in 0.9s //tensorflow/compiler/tf2xla:functionalize_control_flow_test PASSED in 1.7s //tensorflow/compiler/tf2xla:fused_batchnorm_reserve_space_test_cpu PASSED in 31.6s //tensorflow/compiler/tf2xla:graph_compiler_test PASSED in 5.7s //tensorflow/compiler/tf2xla:literal_util_test PASSED in 0.7s //tensorflow/compiler/tf2xla:resource_operation_table_test PASSED in 6.3s //tensorflow/compiler/tf2xla:resource_util_test_cpu PASSED in 8.3s //tensorflow/compiler/tf2xla:sharding_util_test PASSED in 1.1s //tensorflow/compiler/tf2xla:tf2xla_opset_test PASSED in 12.2s //tensorflow/compiler/tf2xla:tf2xla_test PASSED in 20.6s //tensorflow/compiler/tf2xla:tf2xla_util_test PASSED in 1.0s //tensorflow/compiler/tf2xla:type_util_test PASSED in 0.5s //tensorflow/compiler/tf2xla:xla_compiler_test PASSED in 18.2s //tensorflow/compiler/tf2xla:xla_jit_compiled_cpu_function_test PASSED in 19.2s //tensorflow/compiler/tf2xla:xla_op_registry_test PASSED in 6.4s //tensorflow/compiler/tf2xla/kernels:rng_converter_utils_test PASSED in 1.2s //tensorflow/core:@local_tsl__tsl_lib_core_legacy_lib_core_all_tests PASSED in 0.4s //tensorflow/core:__tensorflow_core_lib_core_legacy_lib_core_all_tests PASSED in 9.8s //tensorflow/core:__tensorflow_core_lib_gtl_legacy_lib_gtl_tests PASSED in 0.2s //tensorflow/core:__tensorflow_core_lib_monitoring_cell_reader_test PASSED in 40.1s //tensorflow/core:__tensorflow_core_lib_monitoring_collection_registry_test PASSED in 0.6s //tensorflow/core:__tensorflow_core_lib_monitoring_counter_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_gauge_test PASSED in 0.3s //tensorflow/core:__tensorflow_core_lib_monitoring_metric_def_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_percentile_sampler_test PASSED in 0.7s //tensorflow/core:__tensorflow_core_lib_monitoring_sampler_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_test_utils_test PASSED in 0.3s //tensorflow/core:__tensorflow_core_lib_strings_legacy_low_level_library_tests PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_wav_wav_io_test PASSED in 0.2s //tensorflow/core:__tensorflow_core_util_mkl_util_test_srcs PASSED in 0.2s //tensorflow/core:lib_strings_ordered_code_test PASSED in 9.3s //tensorflow/core:lib_strings_proto_serialization_test PASSED in 0.4s //tensorflow/core/api_def:api_test PASSED in 4.0s //tensorflow/core/api_def:update_api_def_test PASSED in 0.2s //tensorflow/core/common_runtime:all_to_all_test_cpu PASSED in 0.6s //tensorflow/core/common_runtime:arg_ret_placement_test PASSED in 0.5s //tensorflow/core/common_runtime:buf_rendezvous_test PASSED in 1.6s //tensorflow/core/common_runtime:collective_executor_mgr_test PASSED in 0.9s //tensorflow/core/common_runtime:collective_param_resolver_local_test PASSED in 5.6s //tensorflow/core/common_runtime:collective_rma_local_test PASSED in 1.2s //tensorflow/core/common_runtime:composite_device_test PASSED in 0.5s //tensorflow/core/common_runtime:cost_measurement_registry_test PASSED in 2.9s //tensorflow/core/common_runtime:cost_util_test PASSED in 0.1s //tensorflow/core/common_runtime:device_mgr_test PASSED in 0.9s //tensorflow/core/common_runtime:device_propagation_test PASSED in 0.5s //tensorflow/core/common_runtime:device_resolver_local_test PASSED in 0.8s //tensorflow/core/common_runtime:device_set_test PASSED in 1.6s //tensorflow/core/common_runtime:direct_session_test_cpu PASSED in 3.5s //tensorflow/core/common_runtime:direct_session_with_debug_test PASSED in 4.2s //tensorflow/core/common_runtime:direct_session_with_tracking_alloc_test PASSED in 1.4s //tensorflow/core/common_runtime:dynamic_device_mgr_test PASSED in 1.3s //tensorflow/core/common_runtime:eval_const_tensor_test PASSED in 0.4s //tensorflow/core/common_runtime:executor_test PASSED in 1.8s //tensorflow/core/common_runtime:function_optimization_registration_test PASSED in 5.4s //tensorflow/core/common_runtime:function_optimization_registry_no_pass_test PASSED in 1.8s //tensorflow/core/common_runtime:function_optimization_registry_pass_failure_test PASSED in 1.0s //tensorflow/core/common_runtime:function_optimization_registry_test PASSED in 1.6s //tensorflow/core/common_runtime:function_threadpool_test PASSED in 0.7s //tensorflow/core/common_runtime:graph_constructor_test PASSED in 2.1s //tensorflow/core/common_runtime:graph_runner_test PASSED in 0.8s //tensorflow/core/common_runtime:hierarchical_tree_broadcaster_test_cpu PASSED in 2.6s //tensorflow/core/common_runtime:inline_function_utils_test PASSED in 1.1s //tensorflow/core/common_runtime:input_colocation_exemption_registry_test PASSED in 0.6s //tensorflow/core/common_runtime:int32_fulltype_test PASSED in 0.6s //tensorflow/core/common_runtime:isolate_placer_inspection_required_ops_pass_test PASSED in 0.9s //tensorflow/core/common_runtime:lower_case_op_test PASSED in 1.8s //tensorflow/core/common_runtime:lower_function_call_test PASSED in 3.5s //tensorflow/core/common_runtime:lower_functional_ops_test PASSED in 1.8s //tensorflow/core/common_runtime:lower_if_op_test PASSED in 2.1s //tensorflow/core/common_runtime:lower_while_op_test PASSED in 2.3s //tensorflow/core/common_runtime:mkl_cpu_allocator_test PASSED in 0.1s //tensorflow/core/common_runtime:mkl_threadpool_device_test PASSED in 0.2s //tensorflow/core/common_runtime:no_op_cost_measurement_test PASSED in 0.5s //tensorflow/core/common_runtime:null_request_cost_accessor_test PASSED in 0.1s //tensorflow/core/common_runtime:optimization_registry_test PASSED in 0.9s //tensorflow/core/common_runtime:optimize_cross_host_control_deps_test PASSED in 5.3s //tensorflow/core/common_runtime:optimize_function_graph_utils_test PASSED in 21.2s //tensorflow/core/common_runtime:partitioning_utils_test PASSED in 1.0s //tensorflow/core/common_runtime:pending_counts_test PASSED in 1.4s //tensorflow/core/common_runtime:permuter_test_cpu PASSED in 17.9s //tensorflow/core/common_runtime:placer_inspection_required_ops_utils_test PASSED in 1.0s //tensorflow/core/common_runtime:placer_test PASSED in 2.2s //tensorflow/core/common_runtime:process_function_library_runtime_test_cpu PASSED in 1.8s //tensorflow/core/common_runtime:process_util_test PASSED in 0.1s //tensorflow/core/common_runtime:quantize_training_test PASSED in 1.6s //tensorflow/core/common_runtime:rendezvous_util_test PASSED in 0.2s //tensorflow/core/common_runtime:replicate_constants_pass_test PASSED in 1.6s //tensorflow/core/common_runtime:replicate_per_replica_nodes_test PASSED in 1.0s //tensorflow/core/common_runtime:request_cost_accessor_registry_test PASSED in 3.0s //tensorflow/core/common_runtime:request_cost_test PASSED in 0.1s //tensorflow/core/common_runtime:ring_gatherer_test_cpu PASSED in 2.3s //tensorflow/core/common_runtime:ring_reducer_test_cpu PASSED in 6.5s //tensorflow/core/common_runtime:scoped_allocator_mgr_test PASSED in 4.5s //tensorflow/core/common_runtime:session_test PASSED in 1.3s //tensorflow/core/common_runtime:shape_refiner_test PASSED in 0.7s //tensorflow/core/common_runtime:single_threaded_executor_test PASSED in 0.7s //tensorflow/core/common_runtime:threadpool_device_test PASSED in 0.9s //tensorflow/core/common_runtime:type_inference_test PASSED in 1.8s //tensorflow/core/common_runtime/eager:attr_builder_test PASSED in 33.3s //tensorflow/core/common_runtime/eager:context_test PASSED in 13.9s //tensorflow/core/common_runtime/eager:custom_device_test PASSED in 13.9s //tensorflow/core/common_runtime/eager:eager_executor_test PASSED in 13.4s //tensorflow/core/common_runtime/eager:eager_op_rewrite_registry_test PASSED in 0.9s //tensorflow/core/common_runtime/eager:eager_operation_test PASSED in 12.2s //tensorflow/core/common_runtime/eager:execute_node_test PASSED in 13.6s //tensorflow/core/common_runtime/eager:execute_test PASSED in 30.6s //tensorflow/core/common_runtime/eager:kernel_and_device_test PASSED in 1.0s //tensorflow/core/common_runtime/eager:mkl_eager_op_rewrite_test PASSED in 14.5s //tensorflow/core/common_runtime/eager:placement_test PASSED in 12.5s //tensorflow/core/common_runtime/eager:placement_utils_test PASSED in 12.0s //tensorflow/core/common_runtime/eager:summary_optimizer_test PASSED in 0.4s //tensorflow/core/common_runtime/eager:tensor_handle_data_test PASSED in 13.4s //tensorflow/core/common_runtime/eager:tensor_handle_test PASSED in 13.4s //tensorflow/core/common_runtime/gpu:gpu_device_on_non_gpu_machine_test PASSED in 0.1s //tensorflow/core/common_runtime/gpu:gpu_serving_device_selector_test PASSED in 0.3s //tensorflow/core/common_runtime/next_pluggable_device/c:plugin_c_api_test PASSED in 37.5s //tensorflow/core/common_runtime/next_pluggable_device/c:tf_rendezvous_c_api_test PASSED in 0.1s //tensorflow/core/config:flags_py_test PASSED in 11.1s //tensorflow/core/config:flags_test PASSED in 0.1s //tensorflow/core/data:compression_utils_test PASSED in 1.9s //tensorflow/core/data:dataset_utils_test PASSED in 1.0s //tensorflow/core/data:hash_utils_test PASSED in 1.1s //tensorflow/core/data:metric_utils_test PASSED in 6.9s //tensorflow/core/data:name_utils_test PASSED in 0.3s //tensorflow/core/data:rewrite_utils_test PASSED in 0.6s //tensorflow/core/data:serialization_utils_test PASSED in 0.5s //tensorflow/core/data:snapshot_utils_test PASSED in 0.8s //tensorflow/core/data:split_utils_test PASSED in 0.6s //tensorflow/core/data:standalone_save_restore_test PASSED in 2.6s //tensorflow/core/data:standalone_test PASSED in 27.4s //tensorflow/core/data:tfdataz_metrics_test PASSED in 1.7s //tensorflow/core/data:unbounded_thread_pool_test PASSED in 0.8s //tensorflow/core/data/service:auto_scaler_test PASSED in 0.2s //tensorflow/core/data/service:common_test PASSED in 0.1s //tensorflow/core/data/service:credentials_factory_test PASSED in 1.0s //tensorflow/core/data/service:cross_trainer_cache_test PASSED in 1.5s //tensorflow/core/data/service:data_service_test PASSED in 14.5s //tensorflow/core/data/service:data_transfer_test PASSED in 0.5s //tensorflow/core/data/service:dataset_store_test PASSED in 0.7s //tensorflow/core/data/service:dispatcher_client_test PASSED in 3.2s //tensorflow/core/data/service:dispatcher_state_test PASSED in 0.8s //tensorflow/core/data/service:graph_rewriters_test PASSED in 0.7s //tensorflow/core/data/service:grpc_dispatcher_impl_test PASSED in 2.0s //tensorflow/core/data/service:grpc_util_test PASSED in 0.8s //tensorflow/core/data/service:grpc_worker_impl_test PASSED in 2.1s //tensorflow/core/data/service:journal_test PASSED in 0.4s //tensorflow/core/data/service:logging_utils_test PASSED in 0.1s //tensorflow/core/data/service:task_runner_test PASSED in 4.1s //tensorflow/core/data/service:test_util_test PASSED in 2.2s //tensorflow/core/data/service:url_test PASSED in 0.1s //tensorflow/core/data/service:utils_test PASSED in 0.6s //tensorflow/core/data/service:validate_utils_test PASSED in 0.3s //tensorflow/core/data/service:worker_client_test PASSED in 2.0s //tensorflow/core/data/service:worker_impl_test PASSED in 1.8s //tensorflow/core/data/service/client:data_service_client_test PASSED in 19.1s //tensorflow/core/data/service/client:utils_test PASSED in 3.1s //tensorflow/core/data/service/client:validate_utils_test PASSED in 1.6s //tensorflow/core/data/service/snapshot:distributed_snapshot_test PASSED in 22.0s //tensorflow/core/data/service/snapshot:file_utils_test PASSED in 0.7s //tensorflow/core/data/service/snapshot:path_utils_test PASSED in 0.1s //tensorflow/core/data/service/snapshot:snapshot_manager_test PASSED in 2.1s //tensorflow/core/data/service/snapshot:snapshot_split_provider_test PASSED in 0.8s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_checkpoint_test PASSED in 4.4s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_test PASSED in 3.0s //tensorflow/core/data/service/snapshot:utils_test PASSED in 0.2s //tensorflow/core/debug:debug_graph_utils_test PASSED in 1.5s //tensorflow/core/distributed_runtime:call_options_test PASSED in 0.1s //tensorflow/core/distributed_runtime:cluster_function_library_runtime_test PASSED in 3.0s //tensorflow/core/distributed_runtime:collective_param_resolver_distributed_test PASSED in 0.8s //tensorflow/core/distributed_runtime:collective_rma_distributed_test PASSED in 0.9s //tensorflow/core/distributed_runtime:device_resolver_distributed_test PASSED in 0.5s //tensorflow/core/distributed_runtime:message_wrappers_test PASSED in 0.6s //tensorflow/core/distributed_runtime:partial_run_mgr_test PASSED in 1.3s //tensorflow/core/distributed_runtime:recent_request_ids_test PASSED in 0.1s //tensorflow/core/distributed_runtime:request_id_test PASSED in 0.1s //tensorflow/core/distributed_runtime:rpc_collective_executor_mgr_test PASSED in 0.9s //tensorflow/core/distributed_runtime:server_lib_test PASSED in 0.1s //tensorflow/core/distributed_runtime:session_mgr_test PASSED in 0.8s //tensorflow/core/distributed_runtime:tensor_coding_test PASSED in 0.2s //tensorflow/core/distributed_runtime/coordination:coordination_service_barrier_proxy_test PASSED in 2.3s //tensorflow/core/distributed_runtime/eager:eager_service_impl_test PASSED in 21.4s //tensorflow/core/distributed_runtime/eager:remote_mgr_test PASSED in 12.8s //tensorflow/core/distributed_runtime/integration_test:c_api_multi_client_test_cpu PASSED in 45.6s //tensorflow/core/distributed_runtime/integration_test:c_api_recoverable_jobs_test_cpu PASSED in 45.7s //tensorflow/core/distributed_runtime/integration_test:c_api_session_coordination_test_cpu PASSED in 36.3s //tensorflow/core/distributed_runtime/rpc:grpc_tensor_coding_test PASSED in 3.4s //tensorflow/core/distributed_runtime/rpc:grpc_worker_cache_test PASSED in 0.8s //tensorflow/core/distributed_runtime/rpc/eager:grpc_eager_client_test PASSED in 0.8s //tensorflow/core/example:example_parser_configuration_test PASSED in 0.8s //tensorflow/core/example:feature_util_test PASSED in 0.2s //tensorflow/core/framework:allocator_test PASSED in 4.1s //tensorflow/core/framework:attr_value_util_test PASSED in 0.8s //tensorflow/core/framework:batch_util_test PASSED in 0.9s //tensorflow/core/framework:bfloat16_test PASSED in 0.8s //tensorflow/core/framework:common_shape_fns_test PASSED in 0.7s //tensorflow/core/framework:dataset_test PASSED in 0.7s //tensorflow/core/framework:device_base_test PASSED in 1.3s //tensorflow/core/framework:disable_jit_test PASSED in 0.9s //tensorflow/core/framework:framework_op_gen_lib_test PASSED in 0.6s //tensorflow/core/framework:framework_op_segment_test PASSED in 0.8s //tensorflow/core/framework:framework_resource_var_test PASSED in 0.1s //tensorflow/core/framework:framework_run_handler_test PASSED in 1.4s //tensorflow/core/framework:framework_run_handler_util_test PASSED in 3.3s //tensorflow/core/framework:full_type_inference_util_test PASSED in 2.9s //tensorflow/core/framework:full_type_util_test PASSED in 1.1s //tensorflow/core/framework:function_test PASSED in 0.8s //tensorflow/core/framework:graph_def_util_test PASSED in 1.0s //tensorflow/core/framework:graph_to_functiondef_test PASSED in 0.9s //tensorflow/core/framework:kernel_def_builder_test PASSED in 0.7s //tensorflow/core/framework:kernel_def_util_test PASSED in 0.8s //tensorflow/core/framework:memory_types_test PASSED in 0.8s //tensorflow/core/framework:model_test PASSED in 9.4s //tensorflow/core/framework:node_def_builder_test PASSED in 1.8s //tensorflow/core/framework:node_def_util_test PASSED in 0.8s //tensorflow/core/framework:node_properties_test PASSED in 1.2s //tensorflow/core/framework:op_compatibility_test PASSED in 1.3s //tensorflow/core/framework:op_def_builder_test PASSED in 0.9s //tensorflow/core/framework:op_def_util_test PASSED in 1.0s //tensorflow/core/framework:op_kernel_test PASSED in 0.9s //tensorflow/core/framework:op_registration_test PASSED in 0.8s //tensorflow/core/framework:partial_tensor_shape_test PASSED in 1.8s //tensorflow/core/framework:rendezvous_test PASSED in 3.7s //tensorflow/core/framework:resource_handle_test PASSED in 0.2s //tensorflow/core/framework:resource_mgr_test PASSED in 2.0s //tensorflow/core/framework:resource_op_kernel_test PASSED in 0.8s //tensorflow/core/framework:shape_inference_test PASSED in 0.9s //tensorflow/core/framework:shape_inference_testutil_test PASSED in 0.9s //tensorflow/core/framework:tensor_matcher_test PASSED in 1.3s //tensorflow/core/framework:tensor_shape_test PASSED in 8.2s //tensorflow/core/framework:tensor_slice_test PASSED in 0.8s //tensorflow/core/framework:tensor_test PASSED in 35.6s //tensorflow/core/framework:tensor_testutil_test PASSED in 1.5s //tensorflow/core/framework:tensor_util_test PASSED in 1.4s //tensorflow/core/framework:tracking_allocator_test PASSED in 0.8s //tensorflow/core/framework:types_test PASSED in 0.9s //tensorflow/core/framework:variant_op_registry_test PASSED in 24.6s //tensorflow/core/framework:variant_test PASSED in 1.0s //tensorflow/core/framework/registration:registration_test PASSED in 0.8s //tensorflow/core/function/capture:by_ref_capture_test PASSED in 11.9s //tensorflow/core/function/capture:capture_container_test PASSED in 10.3s //tensorflow/core/function/integration_test:side_inputs_manual_api_test PASSED in 29.1s //tensorflow/core/function/integration_test:side_inputs_test PASSED in 23.3s //tensorflow/core/function/polymorphism:function_cache_test PASSED in 12.0s //tensorflow/core/function/polymorphism:function_type_test PASSED in 9.9s //tensorflow/core/function/polymorphism:type_dispatch_test PASSED in 10.3s //tensorflow/core/function/runtime_client:runtime_client_cc_test PASSED in 63.2s //tensorflow/core/function/trace_type:custom_nest_trace_type_test PASSED in 10.8s //tensorflow/core/function/trace_type:default_types_test PASSED in 11.3s //tensorflow/core/function/trace_type:serialization_test PASSED in 11.1s //tensorflow/core/function/trace_type:trace_type_test PASSED in 20.5s //tensorflow/core/graph:algorithm_test PASSED in 0.9s //tensorflow/core/graph:collective_order_test PASSED in 0.5s //tensorflow/core/graph:control_flow_test PASSED in 1.0s //tensorflow/core/graph:costmodel_test PASSED in 1.6s //tensorflow/core/graph:edgeset_test PASSED in 1.0s //tensorflow/core/graph:graph_debug_info_builder_test PASSED in 0.9s //tensorflow/core/graph:graph_def_builder_test PASSED in 0.9s //tensorflow/core/graph:graph_partition_test PASSED in 1.0s //tensorflow/core/graph:graph_test PASSED in 1.0s //tensorflow/core/graph:node_builder_test PASSED in 1.0s //tensorflow/core/graph:optimizer_cse_test PASSED in 1.0s //tensorflow/core/graph:subgraph_test PASSED in 1.1s //tensorflow/core/graph:tensor_id_test PASSED in 1.6s //tensorflow/core/graph:validate_test PASSED in 1.4s //tensorflow/core/graph/regularization:simple_delete_test PASSED in 0.3s //tensorflow/core/graph/regularization:util_test PASSED in 0.1s //tensorflow/core/grappler:graph_topology_view_test PASSED in 1.1s //tensorflow/core/grappler:graph_view_test PASSED in 1.7s //tensorflow/core/grappler:grappler_item_builder_test PASSED in 2.0s //tensorflow/core/grappler:grappler_item_test PASSED in 1.1s //tensorflow/core/grappler:mutable_graph_view_test PASSED in 1.3s //tensorflow/core/grappler:utils_test PASSED in 2.2s //tensorflow/core/grappler/clusters:single_machine_test PASSED in 24.2s //tensorflow/core/grappler/clusters:virtual_cluster_test PASSED in 1.0s //tensorflow/core/grappler/costs:analytical_cost_estimator_test PASSED in 2.1s //tensorflow/core/grappler/costs:cost_estimator_test PASSED in 0.1s //tensorflow/core/grappler/costs:graph_memory_test PASSED in 1.5s //tensorflow/core/grappler/costs:graph_properties_test PASSED in 5.1s //tensorflow/core/grappler/costs:robust_stats_test PASSED in 0.5s //tensorflow/core/grappler/costs:utils_test PASSED in 1.8s //tensorflow/core/grappler/costs:virtual_placer_test PASSED in 0.5s //tensorflow/core/grappler/costs:virtual_scheduler_test PASSED in 1.4s //tensorflow/core/grappler/graph_analyzer:gen_node_test PASSED in 1.3s //tensorflow/core/grappler/graph_analyzer:graph_analyzer_test PASSED in 1.7s //tensorflow/core/grappler/graph_analyzer:hash_tools_test PASSED in 1.4s //tensorflow/core/grappler/graph_analyzer:sig_node_test PASSED in 2.6s //tensorflow/core/grappler/graph_analyzer:subgraph_test PASSED in 1.8s //tensorflow/core/grappler/inputs:utils_test PASSED in 0.1s //tensorflow/core/grappler/optimizers:arithmetic_optimizer_test_cpu PASSED in 5.7s //tensorflow/core/grappler/optimizers:auto_mixed_precision_test_cpu PASSED in 2.1s //tensorflow/core/grappler/optimizers:auto_parallel_test_cpu PASSED in 1.7s //tensorflow/core/grappler/optimizers:common_subgraph_elimination_test_cpu PASSED in 3.1s //tensorflow/core/grappler/optimizers:custom_graph_optimizer_registry_test_cpu PASSED in 5.1s //tensorflow/core/grappler/optimizers:debug_stripper_test_cpu PASSED in 3.3s //tensorflow/core/grappler/optimizers:dependency_optimizer_test_cpu PASSED in 1.8s //tensorflow/core/grappler/optimizers:evaluation_utils_test PASSED in 0.5s //tensorflow/core/grappler/optimizers:function_api_info_test PASSED in 0.1s //tensorflow/core/grappler/optimizers:function_optimizer_test_cpu PASSED in 2.8s //tensorflow/core/grappler/optimizers:generic_layout_optimizer_test_cpu PASSED in 3.3s //tensorflow/core/grappler/optimizers:generic_layout_optimizer_transposer_factory_test PASSED in 0.3s //tensorflow/core/grappler/optimizers:generic_layout_optimizer_transposer_test_cpu PASSED in 2.1s //tensorflow/core/grappler/optimizers:graph_optimizer_stage_test_cpu PASSED in 1.7s //tensorflow/core/grappler/optimizers:implementation_selector_test PASSED in 1.6s //tensorflow/core/grappler/optimizers:loop_optimizer_test_cpu PASSED in 2.8s //tensorflow/core/grappler/optimizers:memory_optimizer_test_cpu PASSED in 9.0s //tensorflow/core/grappler/optimizers:meta_optimizer_test_cpu PASSED in 7.4s //tensorflow/core/grappler/optimizers:mkl_remapper_test PASSED in 1.7s //tensorflow/core/grappler/optimizers:model_pruner_test_cpu PASSED in 2.2s //tensorflow/core/grappler/optimizers:pin_to_host_optimizer_test_cpu PASSED in 10.0s //tensorflow/core/grappler/optimizers:remapper_test_cpu PASSED in 2.7s //tensorflow/core/grappler/optimizers:scoped_allocator_optimizer_test PASSED in 1.8s //tensorflow/core/grappler/optimizers:shape_optimizer_test_cpu PASSED in 1.9s //tensorflow/core/grappler/optimizers:static_schedule_test_cpu PASSED in 1.3s //tensorflow/core/grappler/optimizers:tfg_optimizer_hook_test PASSED in 1.9s //tensorflow/core/grappler/optimizers/data:auto_shard_test PASSED in 1.4s //tensorflow/core/grappler/optimizers/data:autotune_buffer_sizes_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:batch_parallelization_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:disable_intra_op_parallelism_test PASSED in 0.7s //tensorflow/core/grappler/optimizers/data:disable_prefetch_legacy_autotune_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:enable_gradient_descent_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:filter_fusion_test PASSED in 0.8s //tensorflow/core/grappler/optimizers/data:filter_parallelization_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:function_utils_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:fusion_utils_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:graph_utils_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:inject_io_prefetch_test PASSED in 0.7s //tensorflow/core/grappler/optimizers/data:inject_prefetch_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:make_deterministic_test PASSED in 1.1s //tensorflow/core/grappler/optimizers/data:make_sloppy_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:map_and_batch_fusion_test PASSED in 0.4s //tensorflow/core/grappler/optimizers/data:map_and_filter_fusion_test PASSED in 1.2s //tensorflow/core/grappler/optimizers/data:map_fusion_test PASSED in 1.3s //tensorflow/core/grappler/optimizers/data:map_parallelization_test PASSED in 0.9s //tensorflow/core/grappler/optimizers/data:noop_elimination_test PASSED in 0.8s //tensorflow/core/grappler/optimizers/data:parallel_batch_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:remove_compression_map_test PASSED in 1.0s //tensorflow/core/grappler/optimizers/data:replicate_on_split_test PASSED in 0.5s //tensorflow/core/grappler/optimizers/data:shuffle_and_repeat_fusion_test PASSED in 0.8s //tensorflow/core/grappler/optimizers/data:slack_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/data:split_utils_test PASSED in 1.4s //tensorflow/core/grappler/optimizers/data:use_private_thread_pool_test PASSED in 0.6s //tensorflow/core/grappler/optimizers/inference:batch_op_rewriter_test PASSED in 0.2s //tensorflow/core/grappler/utils:canonicalizer_test PASSED in 1.1s //tensorflow/core/grappler/utils:colocation_test PASSED in 0.6s //tensorflow/core/grappler/utils:frame_test PASSED in 0.1s //tensorflow/core/grappler/utils:functions_test PASSED in 1.3s //tensorflow/core/grappler/utils:graph_view_internal_test PASSED in 0.5s //tensorflow/core/grappler/utils:graph_view_test PASSED in 1.6s //tensorflow/core/grappler/utils:grappler_test_test PASSED in 7.2s //tensorflow/core/grappler/utils:pattern_utils_test PASSED in 0.5s //tensorflow/core/grappler/utils:scc_test PASSED in 1.1s //tensorflow/core/grappler/utils:symbolic_shapes_test PASSED in 0.1s //tensorflow/core/grappler/utils:topological_sort_test PASSED in 0.8s //tensorflow/core/grappler/utils:tpu_test PASSED in 0.3s //tensorflow/core/grappler/utils:transitive_fanin_test PASSED in 0.4s //tensorflow/core/grappler/utils:traversal_test PASSED in 0.7s //tensorflow/core/grappler/verifiers:structure_verifier_test PASSED in 1.7s //tensorflow/core/ir:interfaces_test PASSED in 0.2s //tensorflow/core/ir:ops_test PASSED in 0.3s //tensorflow/core/ir:shape_inference_utils_test PASSED in 0.2s //tensorflow/core/ir:tf_op_registry_test PASSED in 0.3s //tensorflow/core/ir:tf_op_wrapper_test PASSED in 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1.1s //tensorflow/core/kernels/data:reduce_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:repeat_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:rewrite_dataset_op_test PASSED in 0.6s //tensorflow/core/kernels/data:shard_dataset_op_test PASSED in 0.6s //tensorflow/core/kernels/data:shuffle_dataset_op_test PASSED in 1.7s //tensorflow/core/kernels/data:skip_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:sparse_tensor_slice_dataset_op_test PASSED in 2.2s //tensorflow/core/kernels/data:take_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:tensor_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:tensor_slice_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:text_line_dataset_op_test PASSED in 1.1s //tensorflow/core/kernels/data:tf_record_dataset_op_test PASSED in 1.1s //tensorflow/core/kernels/data:window_dataset_op_test PASSED in 5.1s //tensorflow/core/kernels/data:zip_dataset_op_test PASSED in 0.9s 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16.9s, avg = 17.7s, dev = 0.9s //tensorflow/python/distribute/coordinator:metric_utils_test PASSED in 22.9s Stats over 3 runs: max = 22.9s, min = 18.0s, avg = 19.6s, dev = 2.3s //tensorflow/python/kernel_tests/array_ops:gather_op_test_cpu PASSED in 44.2s Stats over 3 runs: max = 44.2s, min = 28.8s, avg = 34.4s, dev = 6.9s //tensorflow/python/kernel_tests/array_ops:weights_broadcast_test PASSED in 12.8s Stats over 3 runs: max = 12.8s, min = 12.3s, avg = 12.6s, dev = 0.2s //tensorflow/python/kernel_tests/distributions:util_test_cpu PASSED in 21.5s Stats over 3 runs: max = 21.5s, min = 19.6s, avg = 20.4s, dev = 0.8s //tensorflow/python/kernel_tests/linalg:matrix_triangular_solve_op_test_cpu PASSED in 355.3s Stats over 3 runs: max = 355.3s, min = 13.1s, avg = 127.5s, dev = 161.0s //tensorflow/python/kernel_tests/random:multinomial_op_big_test_cpu PASSED in 18.1s Stats over 3 runs: max = 18.1s, min = 14.8s, avg = 16.1s, dev = 1.5s //tensorflow/compiler/mlir/quantization/stablehlo:convert_tf_quant_to_mhlo_int_test FAILED in 3 out of 3 in 24.9s Stats over 3 runs: max = 24.9s, min = 20.3s, avg = 22.0s, dev = 2.1s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/compiler/mlir/quantization/stablehlo/convert_tf_quant_to_mhlo_int_test/test.log /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/compiler/mlir/quantization/stablehlo/convert_tf_quant_to_mhlo_int_test/test_attempts/attempt_1.log /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/compiler/mlir/quantization/stablehlo/convert_tf_quant_to_mhlo_int_test/test_attempts/attempt_2.log //tensorflow/core/kernels:example_parsing_ops_test PASSED in 0.9s Stats over 4 runs: max = 0.9s, min = 0.5s, avg = 0.7s, dev = 0.2s //tensorflow/python/data/experimental/kernel_tests:auto_shard_dataset_test PASSED in 36.6s Stats over 4 runs: max = 36.6s, min = 19.7s, avg = 28.6s, dev = 6.2s //tensorflow/python/data/experimental/kernel_tests:map_and_batch_test PASSED in 48.0s Stats over 4 runs: max = 48.0s, min = 32.6s, avg = 37.3s, dev = 6.3s //tensorflow/python/data/experimental/kernel_tests:parse_example_dataset_test PASSED in 36.0s Stats over 4 runs: max = 36.0s, min = 19.0s, avg = 27.7s, dev = 8.2s //tensorflow/python/data/experimental/kernel_tests:rebatch_dataset_test PASSED in 26.1s Stats over 4 runs: max = 26.1s, min = 11.5s, avg = 17.3s, dev = 5.5s //tensorflow/python/data/experimental/kernel_tests:sql_dataset_test PASSED in 169.9s Stats over 4 runs: max = 169.9s, min = 161.9s, avg = 166.3s, dev = 3.1s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_ft_test PASSED in 23.7s Stats over 4 runs: max = 23.7s, min = 21.7s, avg = 22.6s, dev = 0.9s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_test PASSED in 41.0s Stats over 4 runs: max = 41.0s, min = 30.7s, avg = 35.0s, dev = 4.0s //tensorflow/python/data/kernel_tests:batch_test PASSED in 43.7s Stats over 4 runs: max = 43.7s, min = 36.0s, avg = 39.0s, dev = 2.9s //tensorflow/python/data/kernel_tests:fixed_length_record_dataset_test PASSED in 39.1s Stats over 4 runs: max = 39.1s, min = 25.9s, avg = 32.7s, dev = 5.7s //tensorflow/python/data/kernel_tests:from_generator_test PASSED in 29.8s Stats over 4 runs: max = 29.8s, min = 19.5s, avg = 24.3s, dev = 3.9s //tensorflow/python/data/kernel_tests:group_by_window_test PASSED in 35.1s Stats over 4 runs: max = 35.1s, min = 9.7s, avg = 19.5s, dev = 10.4s //tensorflow/python/data/kernel_tests:ragged_batch_test PASSED in 29.4s Stats over 4 runs: max = 29.4s, min = 28.6s, avg = 28.9s, dev = 0.3s //tensorflow/python/data/kernel_tests:skip_test PASSED in 51.2s Stats over 4 runs: max = 51.2s, min = 43.3s, avg = 47.6s, dev = 3.6s //tensorflow/python/data/kernel_tests:take_test PASSED in 29.6s Stats over 4 runs: max = 29.6s, min = 29.1s, avg = 29.4s, dev = 0.2s //tensorflow/python/data/kernel_tests:take_while_test PASSED in 31.4s Stats over 4 runs: max = 31.4s, min = 28.0s, avg = 29.6s, dev = 1.5s //tensorflow/python/data/kernel_tests:text_line_dataset_test PASSED in 33.0s Stats over 4 runs: max = 33.0s, min = 21.4s, avg = 27.3s, dev = 5.1s //tensorflow/python/data/kernel_tests:zip_test PASSED in 23.8s Stats over 4 runs: max = 23.8s, min = 20.1s, avg = 21.8s, dev = 1.5s //tensorflow/python/debug/lib:dumping_callback_test_cpu PASSED in 21.8s Stats over 4 runs: max = 21.8s, min = 20.9s, avg = 21.3s, dev = 0.4s //tensorflow/python/distribute:cross_device_ops_test_cpu PASSED in 52.3s Stats over 4 runs: max = 52.3s, min = 28.0s, avg = 41.7s, dev = 9.4s //tensorflow/python/framework:convert_to_constants_test PASSED in 33.3s Stats over 4 runs: max = 33.3s, min = 26.9s, avg = 29.8s, dev = 2.4s //tensorflow/python/kernel_tests:collective_ops_test_cpu PASSED in 37.2s Stats over 4 runs: max = 37.2s, min = 34.6s, avg = 36.1s, dev = 1.2s //tensorflow/python/kernel_tests/array_ops:concat_op_test_cpu PASSED in 20.4s Stats over 4 runs: max = 20.4s, min = 13.4s, avg = 16.5s, dev = 2.5s //tensorflow/python/kernel_tests/array_ops:init_ops_test_cpu PASSED in 87.9s Stats over 4 runs: max = 87.9s, min = 30.1s, avg = 57.1s, dev = 24.0s //tensorflow/python/kernel_tests/array_ops:split_op_test_cpu PASSED in 47.3s Stats over 4 runs: max = 47.3s, min = 18.5s, avg = 30.0s, dev = 11.8s //tensorflow/python/kernel_tests/linalg:einsum_op_test_cpu PASSED in 97.4s Stats over 4 runs: max = 97.4s, min = 17.0s, avg = 49.5s, dev = 32.3s //tensorflow/python/kernel_tests/linalg:linear_operator_lower_triangular_test_cpu PASSED in 45.6s Stats over 4 runs: max = 45.6s, min = 43.0s, avg = 44.0s, dev = 1.0s //tensorflow/python/kernel_tests/nn_ops:conv_ops_test_cpu PASSED in 46.5s Stats over 4 runs: max = 46.5s, min = 35.7s, avg = 42.1s, dev = 4.6s //tensorflow/python/kernel_tests/random:random_gamma_test_cpu PASSED in 131.1s Stats over 4 runs: max = 131.1s, min = 7.8s, avg = 59.7s, dev = 52.8s //tensorflow/python/kernel_tests/signal:window_ops_test_cpu PASSED in 24.3s Stats over 4 runs: max = 24.3s, min = 23.4s, avg = 23.8s, dev = 0.4s //tensorflow/python/ops:nn_batchnorm_test_cpu PASSED in 28.5s Stats over 4 runs: max = 28.5s, min = 19.4s, avg = 24.1s, dev = 4.4s //tensorflow/python/ops:nn_fused_batchnorm_d9m_test_cpu PASSED in 18.6s Stats over 4 runs: max = 18.6s, min = 18.0s, avg = 18.3s, dev = 0.2s //tensorflow/python/ops/ragged:ragged_gather_op_test PASSED in 86.6s Stats over 4 runs: max = 86.6s, min = 35.5s, avg = 58.0s, dev = 18.4s //tensorflow/python/ops/ragged:ragged_getitem_test PASSED in 69.7s Stats over 4 runs: max = 69.7s, min = 65.5s, avg = 67.7s, dev = 1.8s //tensorflow/compiler/tests:async_comp_test_cpu PASSED in 11.1s Stats over 5 runs: max = 11.1s, min = 9.6s, avg = 10.1s, dev = 0.5s //tensorflow/compiler/tests:conv3d_test_cpu PASSED in 16.2s Stats over 5 runs: max = 16.2s, min = 10.8s, avg = 13.4s, dev = 2.3s //tensorflow/compiler/tests:conv3d_test_cpu_mlir_bridge_test PASSED in 23.4s Stats over 5 runs: max = 23.4s, min = 17.6s, avg = 19.9s, dev = 2.4s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu PASSED in 21.9s Stats over 5 runs: max = 21.9s, min = 14.0s, avg = 17.1s, dev = 3.2s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu_mlir_bridge_test PASSED in 18.2s Stats over 5 runs: max = 18.2s, min = 12.4s, avg = 14.9s, dev = 2.2s //tensorflow/compiler/tests:fused_batchnorm_test_cpu PASSED in 11.5s Stats over 5 runs: max = 11.5s, min = 10.4s, avg = 11.1s, dev = 0.4s //tensorflow/compiler/tests:fused_batchnorm_test_cpu_mlir_bridge_test PASSED in 14.7s Stats over 5 runs: max = 14.7s, min = 14.0s, avg = 14.4s, dev = 0.2s //tensorflow/compiler/tests:image_ops_jit_compile_test_cpu PASSED in 16.1s Stats over 5 runs: max = 16.1s, min = 13.7s, avg = 14.4s, dev = 0.9s //tensorflow/compiler/tests:reduce_ops_test_cpu PASSED in 26.0s Stats over 5 runs: max = 26.0s, min = 24.6s, avg = 25.4s, dev = 0.5s //tensorflow/compiler/tests:reduce_ops_test_cpu_mlir_bridge_test PASSED in 14.7s Stats over 5 runs: max = 14.7s, min = 13.5s, avg = 14.2s, dev = 0.4s //tensorflow/compiler/tests:repeat_op_test_cpu PASSED in 14.1s Stats over 5 runs: max = 14.1s, min = 11.6s, avg = 12.7s, dev = 0.8s //tensorflow/compiler/tests:repeat_op_test_cpu_mlir_bridge_test PASSED in 10.9s Stats over 5 runs: max = 10.9s, min = 8.8s, avg = 9.5s, dev = 0.7s //tensorflow/compiler/tests:special_math_test_cpu PASSED in 147.8s Stats over 5 runs: max = 147.8s, min = 17.4s, avg = 66.7s, dev = 45.4s //tensorflow/compiler/tests:special_math_test_cpu_mlir_bridge_test PASSED in 102.1s Stats over 5 runs: max = 102.1s, min = 10.8s, avg = 44.4s, dev = 31.8s //tensorflow/core/grappler/optimizers:constant_folding_test PASSED in 3.1s Stats over 5 runs: max = 3.1s, min = 1.8s, avg = 2.5s, dev = 0.5s //tensorflow/dtensor/python/tests:layout_propagation_test_cpu PASSED in 14.6s Stats over 5 runs: max = 14.6s, min = 13.6s, avg = 14.2s, dev = 0.3s //tensorflow/dtensor/python/tests:multi_mesh_test_cpu PASSED in 37.3s Stats over 5 runs: max = 37.3s, min = 36.0s, avg = 36.8s, dev = 0.4s //tensorflow/python/distribute:mirrored_strategy_test_2gpu PASSED in 17.2s Stats over 5 runs: max = 17.2s, min = 14.2s, avg = 15.6s, dev = 1.0s //tensorflow/python/distribute:mirrored_strategy_test_cpu PASSED in 17.9s Stats over 5 runs: max = 17.9s, min = 14.6s, avg = 16.6s, dev = 1.5s //tensorflow/python/distribute:vars_test_2gpu PASSED in 46.3s Stats over 5 runs: max = 46.3s, min = 22.5s, avg = 35.6s, dev = 10.6s //tensorflow/python/distribute:vars_test_cpu PASSED in 33.8s Stats over 5 runs: max = 33.8s, min = 30.5s, avg = 32.2s, dev = 1.3s //tensorflow/python/eager:device_placement_test_cpu PASSED in 13.1s Stats over 5 runs: max = 13.1s, min = 12.1s, avg = 12.6s, dev = 0.4s //tensorflow/python/eager/polymorphic_function:gradients_test_cpu PASSED in 20.8s Stats over 5 runs: max = 20.8s, min = 13.8s, avg = 17.1s, dev = 2.9s //tensorflow/python/kernel_tests/linalg:cholesky_op_test_cpu PASSED in 57.0s Stats over 5 runs: max = 57.0s, min = 39.9s, avg = 49.3s, dev = 5.9s //tensorflow/python/kernel_tests/linalg:linear_operator_adjoint_test_cpu PASSED in 49.0s Stats over 5 runs: max = 49.0s, min = 45.4s, avg = 46.8s, dev = 1.5s //tensorflow/python/kernel_tests/linalg:linear_operator_composition_test_cpu PASSED in 56.5s Stats over 5 runs: max = 56.5s, min = 51.4s, avg = 55.1s, dev = 1.9s //tensorflow/python/kernel_tests/linalg:linear_operator_diag_test_cpu PASSED in 45.4s Stats over 5 runs: max = 45.4s, min = 36.0s, avg = 40.8s, dev = 3.3s //tensorflow/python/kernel_tests/linalg:linear_operator_full_matrix_test_cpu PASSED in 34.3s Stats over 5 runs: max = 34.3s, min = 31.4s, avg = 33.0s, dev = 1.2s //tensorflow/python/kernel_tests/linalg:linear_operator_householder_test_cpu PASSED in 56.2s Stats over 5 runs: max = 56.2s, min = 53.1s, avg = 53.9s, dev = 1.2s //tensorflow/python/kernel_tests/linalg:linear_operator_identity_test_cpu PASSED in 49.3s Stats over 5 runs: max = 49.3s, min = 48.2s, avg = 48.7s, dev = 0.5s //tensorflow/python/kernel_tests/linalg:linear_operator_inversion_test_cpu PASSED in 52.5s Stats over 5 runs: max = 52.5s, min = 51.1s, avg = 51.8s, dev = 0.5s //tensorflow/python/kernel_tests/linalg:linear_operator_permutation_test_cpu PASSED in 31.0s Stats over 5 runs: max = 31.0s, min = 29.6s, avg = 30.2s, dev = 0.5s //tensorflow/python/kernel_tests/linalg:linear_operator_toeplitz_test_cpu PASSED in 27.7s Stats over 5 runs: max = 27.7s, min = 24.2s, avg = 25.5s, dev = 1.3s //tensorflow/python/kernel_tests/linalg:linear_operator_tridiag_test_cpu PASSED in 128.0s Stats over 5 runs: max = 128.0s, min = 121.9s, avg = 124.8s, dev = 2.3s //tensorflow/python/kernel_tests/linalg:linear_operator_util_test_cpu PASSED in 11.5s Stats over 5 runs: max = 11.5s, min = 9.3s, avg = 10.4s, dev = 0.8s //tensorflow/python/kernel_tests/linalg:linear_operator_zeros_test_cpu PASSED in 19.0s Stats over 5 runs: max = 19.0s, min = 16.3s, avg = 17.7s, dev = 0.9s //tensorflow/python/kernel_tests/nn_ops:fractional_avg_pool_op_test PASSED in 18.3s Stats over 5 runs: max = 18.3s, min = 12.7s, avg = 14.4s, dev = 2.1s //tensorflow/python/kernel_tests/nn_ops:fractional_max_pool_op_test PASSED in 16.8s Stats over 5 runs: max = 16.8s, min = 11.5s, avg = 12.9s, dev = 2.0s //tensorflow/python/kernel_tests/sparse_ops:sparse_ops_test_cpu PASSED in 33.9s Stats over 5 runs: max = 33.9s, min = 12.3s, avg = 17.8s, dev = 8.1s //tensorflow/python/ops/parallel_for:math_test_cpu PASSED in 72.3s Stats over 5 runs: max = 72.3s, min = 33.3s, avg = 50.8s, dev = 13.0s //tensorflow/compiler/tests:scan_ops_test_cpu PASSED in 20.2s Stats over 6 runs: max = 20.2s, min = 15.1s, avg = 18.2s, dev = 1.6s //tensorflow/compiler/tests:scan_ops_test_cpu_mlir_bridge_test PASSED in 24.5s Stats over 6 runs: max = 24.5s, min = 17.9s, avg = 21.4s, dev = 2.0s //tensorflow/python/data/experimental/kernel_tests:make_batched_features_dataset_test PASSED in 50.8s Stats over 6 runs: max = 50.8s, min = 32.4s, avg = 40.4s, dev = 7.9s //tensorflow/python/kernel_tests/array_ops:diag_op_test_cpu PASSED in 93.5s Stats over 6 runs: max = 93.5s, min = 19.8s, avg = 36.4s, dev = 25.7s //tensorflow/python/kernel_tests/math_ops:reduction_ops_test_cpu PASSED in 51.3s Stats over 6 runs: max = 51.3s, min = 24.8s, avg = 36.7s, dev = 8.2s //tensorflow/python/ops:accumulate_n_benchmark_cpu PASSED in 24.1s Stats over 6 runs: max = 24.1s, min = 22.5s, avg = 23.2s, dev = 0.7s //tensorflow/python/distribute/experimental/rpc:rpc_ops_test PASSED in 18.3s Stats over 7 runs: max = 18.3s, min = 12.8s, avg = 14.3s, dev = 1.8s //tensorflow/python/eager:forwardprop_test_cpu FAILED in 3 out of 7 in 106.8s Stats over 7 runs: max = 106.8s, min = 29.2s, avg = 72.3s, dev = 28.8s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/eager/forwardprop_test_cpu/shard_4_of_5/test.log /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/eager/forwardprop_test_cpu/shard_4_of_5/test_attempts/attempt_1.log /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/eager/forwardprop_test_cpu/shard_4_of_5/test_attempts/attempt_2.log //tensorflow/compiler/tests:matrix_diag_ops_test_cpu PASSED in 58.0s Stats over 8 runs: max = 58.0s, min = 10.6s, avg = 27.2s, dev = 16.6s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu_mlir_bridge_test PASSED in 86.2s Stats over 8 runs: max = 86.2s, min = 9.7s, avg = 34.9s, dev = 26.6s //tensorflow/dtensor/python/tests:input_util_test PASSED in 29.0s Stats over 8 runs: max = 29.0s, min = 16.9s, avg = 24.7s, dev = 3.6s //tensorflow/python/data/experimental/kernel_tests:csv_dataset_test PASSED in 47.8s Stats over 8 runs: max = 47.8s, min = 20.4s, avg = 31.1s, dev = 10.9s //tensorflow/python/data/experimental/kernel_tests:parallel_interleave_test PASSED in 39.3s Stats over 8 runs: max = 39.3s, min = 16.8s, avg = 29.1s, dev = 7.6s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_ft_test PASSED in 52.0s Stats over 8 runs: max = 52.0s, min = 11.9s, avg = 28.6s, dev = 15.5s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_test PASSED in 44.8s Stats over 8 runs: max = 44.8s, min = 27.4s, avg = 34.6s, dev = 7.2s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_test PASSED in 43.9s Stats over 8 runs: max = 43.9s, min = 17.8s, avg = 27.6s, dev = 9.4s //tensorflow/python/data/experimental/kernel_tests/service:fault_tolerance_test PASSED in 19.4s Stats over 8 runs: max = 19.4s, min = 11.1s, avg = 14.4s, dev = 2.7s //tensorflow/python/data/kernel_tests:filter_test PASSED in 19.0s Stats over 8 runs: max = 19.0s, min = 15.4s, avg = 17.0s, dev = 1.4s //tensorflow/python/data/kernel_tests:flat_map_test PASSED in 40.9s Stats over 8 runs: max = 40.9s, min = 26.5s, avg = 32.6s, dev = 4.6s //tensorflow/python/data/kernel_tests:shard_test PASSED in 29.1s Stats over 8 runs: max = 29.1s, min = 21.2s, avg = 24.8s, dev = 2.8s //tensorflow/python/data/kernel_tests:shuffle_test PASSED in 112.6s Stats over 8 runs: max = 112.6s, min = 58.3s, avg = 69.2s, dev = 16.6s //tensorflow/python/data/kernel_tests:tf_record_dataset_test PASSED in 28.9s Stats over 8 runs: max = 28.9s, min = 18.1s, avg = 24.4s, dev = 2.9s //tensorflow/python/distribute/failure_handling:gce_failure_handler_test PASSED in 101.9s Stats over 8 runs: max = 101.9s, min = 15.0s, avg = 40.4s, dev = 35.5s //tensorflow/python/kernel_tests/linalg:linalg_ops_test_cpu PASSED in 64.0s Stats over 8 runs: max = 64.0s, min = 39.5s, avg = 52.4s, dev = 9.2s //tensorflow/python/kernel_tests/linalg:linear_operator_block_diag_test_cpu PASSED in 80.5s Stats over 8 runs: max = 80.5s, min = 57.1s, avg = 71.8s, dev = 8.4s //tensorflow/python/kernel_tests/linalg:linear_operator_block_lower_triangular_test_cpu PASSED in 93.1s Stats over 8 runs: max = 93.1s, min = 55.5s, avg = 71.5s, dev = 13.3s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_d9m_test_cpu PASSED in 65.1s Stats over 8 runs: max = 65.1s, min = 10.1s, avg = 19.8s, dev = 18.4s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_test_cpu PASSED in 10.6s Stats over 8 runs: max = 10.6s, min = 9.6s, avg = 10.1s, dev = 0.4s //tensorflow/python/ops/ragged:dynamic_ragged_shape_test PASSED in 67.8s Stats over 8 runs: max = 67.8s, min = 36.6s, avg = 49.7s, dev = 10.7s //tensorflow/python/ops/ragged:ragged_tensor_test PASSED in 37.0s Stats over 8 runs: max = 37.0s, min = 16.7s, avg = 22.3s, dev = 6.0s //tensorflow/python/distribute/failure_handling:failure_handler_test FLAKY, failed in 1 out of 9 in 63.5s Stats over 9 runs: max = 63.5s, min = 39.0s, avg = 50.4s, dev = 6.8s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/distribute/failure_handling/failure_handler_test/shard_5_of_8/test_attempts/attempt_1.log //tensorflow/compiler/tests:bincount_op_test_cpu PASSED in 11.3s Stats over 10 runs: max = 11.3s, min = 7.7s, avg = 9.6s, dev = 0.9s //tensorflow/compiler/tests:conv2d_test_cpu PASSED in 13.1s Stats over 10 runs: max = 13.1s, min = 12.6s, avg = 12.9s, dev = 0.2s //tensorflow/compiler/tests:conv2d_test_cpu_mlir_bridge_test PASSED in 36.9s Stats over 10 runs: max = 36.9s, min = 35.7s, avg = 36.4s, dev = 0.4s //tensorflow/compiler/tests:random_ops_test_cpu PASSED in 16.6s Stats over 10 runs: max = 16.6s, min = 10.2s, avg = 13.8s, dev = 2.2s //tensorflow/compiler/tests:random_ops_test_cpu_mlir_bridge_test PASSED in 17.8s Stats over 10 runs: max = 17.8s, min = 7.6s, avg = 14.0s, dev = 3.1s //tensorflow/compiler/tests:stateless_random_ops_test_cpu PASSED in 90.8s Stats over 10 runs: max = 90.8s, min = 59.9s, avg = 75.2s, dev = 11.4s //tensorflow/compiler/tests:stateless_random_ops_test_cpu_mlir_bridge_test PASSED in 80.3s Stats over 10 runs: max = 80.3s, min = 45.9s, avg = 62.4s, dev = 11.6s //tensorflow/python/data/kernel_tests:rejection_resample_test PASSED in 45.0s Stats over 10 runs: max = 45.0s, min = 11.8s, avg = 20.9s, dev = 10.7s //tensorflow/python/distribute:input_lib_type_spec_test_2gpu PASSED in 23.5s Stats over 10 runs: max = 23.5s, min = 11.1s, avg = 16.7s, dev = 4.2s //tensorflow/python/distribute:input_lib_type_spec_test_cpu PASSED in 23.3s Stats over 10 runs: max = 23.3s, min = 10.1s, avg = 16.3s, dev = 4.8s //tensorflow/python/framework:config_vgpu_test_2gpu PASSED in 10.5s Stats over 10 runs: max = 10.5s, min = 9.2s, avg = 9.9s, dev = 0.5s //tensorflow/python/framework:config_vgpu_test_cpu PASSED in 11.3s Stats over 10 runs: max = 11.3s, min = 10.6s, avg = 11.1s, dev = 0.2s //tensorflow/python/framework:function_test_cpu PASSED in 54.9s Stats over 10 runs: max = 54.9s, min = 11.5s, avg = 17.6s, dev = 12.7s //tensorflow/python/grappler:cluster_test_cpu PASSED in 10.3s Stats over 10 runs: max = 10.3s, min = 6.3s, avg = 8.8s, dev = 1.3s //tensorflow/python/kernel_tests/array_ops:array_ops_test_cpu PASSED in 30.5s Stats over 10 runs: max = 30.5s, min = 23.4s, avg = 26.3s, dev = 2.1s //tensorflow/python/kernel_tests/array_ops:inplace_ops_test_cpu PASSED in 23.9s Stats over 10 runs: max = 23.9s, min = 21.3s, avg = 22.5s, dev = 1.0s //tensorflow/python/kernel_tests/data_structures:tensor_array_ops_test_cpu PASSED in 29.1s Stats over 10 runs: max = 29.1s, min = 22.3s, avg = 27.2s, dev = 2.0s //tensorflow/python/kernel_tests/linalg:linear_operator_low_rank_update_test_cpu PASSED in 123.8s Stats over 10 runs: max = 123.8s, min = 108.6s, avg = 114.8s, dev = 3.7s //tensorflow/python/kernel_tests/linalg:tridiagonal_matmul_op_test_cpu PASSED in 137.7s Stats over 10 runs: max = 137.7s, min = 9.4s, avg = 23.1s, dev = 38.2s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_ops_test_cpu PASSED in 38.3s Stats over 10 runs: max = 38.3s, min = 13.5s, avg = 24.5s, dev = 7.9s //tensorflow/python/kernel_tests/math_ops:segment_reduction_ops_test_cpu PASSED in 31.5s Stats over 10 runs: max = 31.5s, min = 12.3s, avg = 20.5s, dev = 6.8s //tensorflow/python/kernel_tests/nn_ops:pooling_ops_test_cpu PASSED in 23.1s Stats over 10 runs: max = 23.1s, min = 8.8s, avg = 13.7s, dev = 4.5s //tensorflow/python/kernel_tests/nn_ops:rnn_test_cpu PASSED in 38.7s Stats over 10 runs: max = 38.7s, min = 35.2s, avg = 37.0s, dev = 1.2s //tensorflow/python/kernel_tests/random:random_index_shuffle_test PASSED in 11.6s Stats over 10 runs: max = 11.6s, min = 6.0s, avg = 9.6s, dev = 1.7s //tensorflow/python/kernel_tests/random:stateless_random_ops_test_cpu PASSED in 143.0s Stats over 10 runs: max = 143.0s, min = 22.7s, avg = 83.0s, dev = 55.3s //tensorflow/python/ops:special_math_ops_test_cpu PASSED in 51.2s Stats over 10 runs: max = 51.2s, min = 11.3s, avg = 17.8s, dev = 11.4s //tensorflow/python/ops:weak_tensor_special_math_ops_test_cpu PASSED in 15.8s Stats over 10 runs: max = 15.8s, min = 11.5s, avg = 13.3s, dev = 1.4s //tensorflow/python/ops/numpy_ops/tests:np_indexing_test PASSED in 144.5s Stats over 10 runs: max = 144.5s, min = 122.9s, avg = 135.8s, dev = 5.5s //tensorflow/python/ops/ragged:ragged_tensor_supported_values_test PASSED in 23.0s Stats over 10 runs: max = 23.0s, min = 18.8s, avg = 21.0s, dev = 1.5s //tensorflow/python/saved_model:load_test_cpu PASSED in 101.8s Stats over 10 runs: max = 101.8s, min = 75.4s, avg = 81.1s, dev = 7.5s //tensorflow/compiler/tests:fft_test_cpu PASSED in 31.5s Stats over 12 runs: max = 31.5s, min = 15.7s, avg = 21.9s, dev = 5.5s //tensorflow/python/data/experimental/kernel_tests:group_by_reducer_test PASSED in 30.1s Stats over 12 runs: max = 30.1s, min = 5.6s, avg = 14.7s, dev = 8.9s //tensorflow/python/data/kernel_tests:choose_from_datasets_test PASSED in 33.1s Stats over 12 runs: max = 33.1s, min = 24.7s, avg = 27.2s, dev = 2.8s //tensorflow/python/data/kernel_tests:memory_cleanup_test_cpu PASSED in 33.2s Stats over 12 runs: max = 33.2s, min = 9.4s, avg = 21.2s, dev = 10.7s //tensorflow/python/distribute:moving_averages_test_2gpu PASSED in 19.3s Stats over 12 runs: max = 19.3s, min = 17.0s, avg = 18.4s, dev = 0.7s //tensorflow/python/distribute:moving_averages_test_cpu PASSED in 21.2s Stats over 12 runs: max = 21.2s, min = 14.8s, avg = 18.3s, dev = 2.5s //tensorflow/python/distribute:multi_process_runner_test_2gpu PASSED in 230.9s Stats over 12 runs: max = 230.9s, min = 17.9s, avg = 56.5s, dev = 58.4s //tensorflow/python/distribute:multi_process_runner_test_cpu PASSED in 224.2s Stats over 12 runs: max = 224.2s, min = 14.6s, avg = 52.8s, dev = 56.9s //tensorflow/python/eager/polymorphic_function:polymorphic_function_test_cpu PASSED in 32.3s Stats over 15 runs: max = 32.3s, min = 18.5s, avg = 24.1s, dev = 4.3s //tensorflow/python/kernel_tests/nn_ops:rnn_cell_test_cpu PASSED in 62.4s Stats over 15 runs: max = 62.4s, min = 16.0s, avg = 21.8s, dev = 12.0s //tensorflow/compiler/tests:ftrl_test_cpu PASSED in 12.4s Stats over 16 runs: max = 12.4s, min = 8.9s, avg = 10.4s, dev = 1.1s //tensorflow/compiler/tests:ternary_ops_test_cpu PASSED in 16.0s Stats over 16 runs: max = 16.0s, min = 10.3s, avg = 12.0s, dev = 1.5s //tensorflow/compiler/tests:ternary_ops_test_cpu_mlir_bridge_test PASSED in 19.6s Stats over 16 runs: max = 19.6s, min = 5.1s, avg = 10.4s, dev = 3.9s //tensorflow/python/data/experimental/kernel_tests/service:dynamic_sharding_test PASSED in 15.6s Stats over 16 runs: max = 15.6s, min = 9.5s, avg = 12.7s, dev = 1.7s //tensorflow/python/data/kernel_tests:snapshot_test PASSED in 26.9s Stats over 16 runs: max = 26.9s, min = 13.8s, avg = 19.9s, dev = 3.5s //tensorflow/python/kernel_tests/control_flow:control_flow_ops_py_test_cpu PASSED in 36.8s Stats over 16 runs: max = 36.8s, min = 9.9s, avg = 14.2s, dev = 6.1s //tensorflow/python/kernel_tests/linalg:matrix_exponential_op_test PASSED in 15.2s Stats over 16 runs: max = 15.2s, min = 11.3s, avg = 12.1s, dev = 1.0s //tensorflow/python/kernel_tests/signal:dct_ops_test_cpu PASSED in 18.2s Stats over 16 runs: max = 18.2s, min = 14.5s, avg = 16.0s, dev = 1.0s //tensorflow/python/ops:image_ops_test_cpu PASSED in 25.4s Stats over 16 runs: max = 25.4s, min = 13.9s, avg = 18.0s, dev = 3.1s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_ft_test PASSED in 47.9s Stats over 17 runs: max = 47.9s, min = 9.0s, avg = 23.0s, dev = 13.4s //tensorflow/python/data/kernel_tests:map_test PASSED in 41.5s Stats over 19 runs: max = 41.5s, min = 11.3s, avg = 24.1s, dev = 6.5s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu PASSED in 11.1s Stats over 20 runs: max = 11.1s, min = 4.6s, avg = 8.1s, dev = 2.1s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu_mlir_bridge_test PASSED in 11.2s Stats over 20 runs: max = 11.2s, min = 4.2s, avg = 6.7s, dev = 2.3s //tensorflow/compiler/tests:pooling_ops_test_cpu PASSED in 16.1s Stats over 20 runs: max = 16.1s, min = 9.7s, avg = 11.5s, dev = 1.3s //tensorflow/compiler/tests:pooling_ops_test_cpu_mlir_bridge_test PASSED in 14.5s Stats over 20 runs: max = 14.5s, min = 3.8s, avg = 7.1s, dev = 2.9s //tensorflow/compiler/tests:stochastic_cast_op_test_cpu PASSED in 14.6s Stats over 20 runs: max = 14.6s, min = 11.7s, avg = 12.9s, dev = 0.9s //tensorflow/python/autograph/tests:loop_control_flow_test PASSED in 29.1s Stats over 20 runs: max = 29.1s, min = 21.7s, avg = 25.4s, dev = 2.1s //tensorflow/python/kernel_tests:metrics_test PASSED in 47.8s Stats over 20 runs: max = 47.8s, min = 11.1s, avg = 23.1s, dev = 9.7s //tensorflow/python/kernel_tests/array_ops:matrix_band_part_op_test_cpu PASSED in 11.0s Stats over 20 runs: max = 11.0s, min = 8.6s, avg = 10.0s, dev = 0.6s //tensorflow/python/kernel_tests/data_structures:barrier_ops_test PASSED in 22.5s Stats over 20 runs: max = 22.5s, min = 8.9s, avg = 13.5s, dev = 4.3s //tensorflow/python/kernel_tests/linalg:eig_op_test PASSED in 52.6s Stats over 20 runs: max = 52.6s, min = 8.4s, avg = 19.9s, dev = 13.7s //tensorflow/python/kernel_tests/linalg:linalg_grad_test_cpu PASSED in 139.9s Stats over 20 runs: max = 139.9s, min = 34.6s, avg = 73.9s, dev = 28.3s //tensorflow/python/kernel_tests/linalg:norm_op_test_cpu PASSED in 15.0s Stats over 20 runs: max = 15.0s, min = 12.0s, avg = 13.8s, dev = 0.9s //tensorflow/python/kernel_tests/linalg:normalize_op_test_cpu PASSED in 17.4s Stats over 20 runs: max = 17.4s, min = 7.6s, avg = 13.5s, dev = 2.7s //tensorflow/python/kernel_tests/linalg:qr_op_test_cpu PASSED in 108.7s Stats over 20 runs: max = 108.7s, min = 37.4s, avg = 75.9s, dev = 20.7s //tensorflow/python/kernel_tests/linalg:self_adjoint_eig_op_test_cpu PASSED in 33.7s Stats over 20 runs: max = 33.7s, min = 5.7s, avg = 14.9s, dev = 7.6s //tensorflow/python/kernel_tests/math_ops:batch_matmul_op_test_cpu PASSED in 24.3s Stats over 20 runs: max = 24.3s, min = 9.6s, avg = 16.6s, dev = 5.8s //tensorflow/python/kernel_tests/math_ops:matmul_op_test_cpu PASSED in 30.1s Stats over 20 runs: max = 30.1s, min = 16.3s, avg = 21.0s, dev = 4.5s //tensorflow/python/kernel_tests/math_ops:tensordot_op_test_cpu PASSED in 79.7s Stats over 20 runs: max = 79.7s, min = 6.8s, avg = 36.0s, dev = 24.9s //tensorflow/python/kernel_tests/nn_ops:embedding_ops_test_cpu PASSED in 24.0s Stats over 20 runs: max = 24.0s, min = 15.1s, avg = 17.4s, dev = 2.0s //tensorflow/python/data/kernel_tests:interleave_test PASSED in 36.3s Stats over 24 runs: max = 36.3s, min = 12.1s, avg = 20.6s, dev = 7.5s //tensorflow/python/data/kernel_tests:sample_from_datasets_test PASSED in 47.8s Stats over 24 runs: max = 47.8s, min = 8.5s, avg = 18.8s, dev = 9.8s //tensorflow/dtensor/python/tests:multi_device_spmd_test_cpu PASSED in 58.1s Stats over 25 runs: max = 58.1s, min = 34.1s, avg = 47.0s, dev = 7.1s //tensorflow/python/kernel_tests/nn_ops:conv_ops_3d_test_cpu PASSED in 17.2s Stats over 30 runs: max = 17.2s, min = 4.7s, avg = 10.4s, dev = 3.3s //tensorflow/python/data/experimental/kernel_tests/service:data_service_ops_test PASSED in 22.8s Stats over 32 runs: max = 22.8s, min = 5.3s, avg = 11.7s, dev = 4.5s //tensorflow/python/data/experimental/kernel_tests/service:worker_tags_test PASSED in 38.0s Stats over 32 runs: max = 38.0s, min = 4.8s, avg = 20.4s, dev = 10.8s //tensorflow/python/kernel_tests/linalg:linear_operator_circulant_test_cpu PASSED in 61.5s Stats over 32 runs: max = 61.5s, min = 32.4s, avg = 42.5s, dev = 6.2s //tensorflow/core/kernels:stochastic_cast_op_test PASSED in 3.2s Stats over 48 runs: max = 3.2s, min = 0.5s, avg = 1.0s, dev = 0.5s //tensorflow/compiler/mlir/quantization/tensorflow/python:quantize_model_test PASSED in 55.1s Stats over 50 runs: max = 55.1s, min = 28.9s, avg = 42.5s, dev = 7.2s //tensorflow/compiler/tests:sort_ops_test_cpu PASSED in 26.9s Stats over 50 runs: max = 26.9s, min = 4.2s, avg = 12.0s, dev = 5.5s //tensorflow/compiler/tests:sort_ops_test_cpu_mlir_bridge_test PASSED in 20.4s Stats over 50 runs: max = 20.4s, min = 3.6s, avg = 9.5s, dev = 3.8s //tensorflow/compiler/tests:unary_ops_test_cpu PASSED in 19.6s Stats over 50 runs: max = 19.6s, min = 4.1s, avg = 7.3s, dev = 3.4s //tensorflow/compiler/tests:unary_ops_test_cpu_mlir_bridge_test PASSED in 40.0s Stats over 50 runs: max = 40.0s, min = 3.8s, avg = 7.6s, dev = 6.1s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_dense_mat_mul_grad_test_cpu PASSED in 18.0s Stats over 50 runs: max = 18.0s, min = 6.0s, avg = 9.8s, dev = 2.6s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_grad_test_cpu PASSED in 11.6s Stats over 50 runs: max = 11.6s, min = 4.0s, avg = 6.5s, dev = 2.1s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_sparse_mat_mul_grad_test_cpu PASSED in 15.0s Stats over 50 runs: max = 15.0s, min = 4.7s, avg = 7.3s, dev = 2.8s //tensorflow/python/kernel_tests/math_ops:cwise_ops_binary_test_cpu PASSED in 31.2s Stats over 50 runs: max = 31.2s, min = 7.8s, avg = 16.8s, dev = 5.2s //tensorflow/python/kernel_tests/math_ops:cwise_ops_test_cpu PASSED in 14.5s Stats over 50 runs: max = 14.5s, min = 4.6s, avg = 7.0s, dev = 2.1s //tensorflow/python/kernel_tests/math_ops:cwise_ops_unary_test_cpu PASSED in 15.8s Stats over 50 runs: max = 15.8s, min = 4.2s, avg = 6.4s, dev = 2.8s Executed 3063 out of 3063 tests: 3061 tests pass and 2 fail locally. There were tests whose specified size is too big. Use the --test_verbose_timeout_warnings command line option to see which ones these are.