==================== Test output for //tensorflow/python/distribute/failure_handling:failure_handler_test (shard 5 of 8): 2023-12-27 03:35:48.343599: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. Running tests under Python 3.10.13: /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. I1227 03:35:57.135608 281473556314784 failure_handling.py:674] Start watcher for local signal. INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. I1227 03:35:57.136008 281473556314784 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. W1227 03:35:57.136339 281473556314784 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 I1227 03:35:57.136566 281473556314784 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 0xfffeffab9f30> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1227 03:35:57.347454 281473556314784 polymorphic_function.py:157] 5 out of the last 5 calls to .distributed_train_step..train_step at 0xfffeffab9f30> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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 0xfffeffab9f30> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. W1227 03:35:57.362349 281473556314784 polymorphic_function.py:157] 6 out of the last 6 calls to .distributed_train_step..train_step at 0xfffeffab9f30> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), 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 I1227 03:35:57.518845 281473556314784 failure_handler_test.py:195] epoch 0 finished INFO:tensorflow:epoch 1 finished I1227 03:35:57.730949 281473556314784 failure_handler_test.py:195] epoch 1 finished INFO:tensorflow:epoch 2 finished I1227 03:35:57.955768 281473556314784 failure_handler_test.py:195] epoch 2 finished INFO:tensorflow:epoch 3 finished I1227 03:35:58.309883 281473556314784 failure_handler_test.py:195] epoch 3 finished INFO:tensorflow:epoch 4 finished I1227 03:35:58.537031 281473556314784 failure_handler_test.py:195] epoch 4 finished INFO:tensorflow:epoch 5 finished I1227 03:35:58.743747 281473556314784 failure_handler_test.py:195] epoch 5 finished INFO:tensorflow:epoch 6 finished I1227 03:35:58.953939 281473556314784 failure_handler_test.py:195] epoch 6 finished INFO:tensorflow:sending sigterm I1227 03:35:59.035324 281470675644896 failure_handler_test.py:467] sending sigterm INFO:tensorflow:Member single_worker has received termination notice. I1227 03:35:59.037497 281473556314784 failure_handling.py:701] Member single_worker has received termination notice. INFO:tensorflow:Termination caught in main thread on preempted worker I1227 03:35:59.038417 281473556314784 failure_handling.py:1159] Termination caught in main thread on preempted worker INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. I1227 03:35:59.051819 281473556314784 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/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmpv12vuvpg/fh_ckpt I1227 03:35:59.117482 281473556314784 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmpv12vuvpg/fh_ckpt INFO:tensorflow:Continue training for the grace period. I1227 03:35:59.117833 281473556314784 failure_handling.py:1134] Continue training for the grace period. INFO:tensorflow:epoch 7 finished I1227 03:35:59.228352 281473556314784 failure_handler_test.py:195] epoch 7 finished INFO:tensorflow:Training finished. I1227 03:35:59.228945 281473556314784 failure_handler_test.py:245] Training finished. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_checkpoint_strategyoption_OneDevice): 2.2s I1227 03:35:59.229901 281473556314784 test_util.py:2620] time(__main__.PreemptionCheckpointTest.test_grace_period_continue_training_test_inputarg_checkpoint_strategyoption_OneDevice): 2.2s [ 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 24878 I1227 03:35:59.237035 281473556314784 test_util.py:3999] Using local port 24878 INFO:tensorflow:Using local port 24877 I1227 03:35:59.239737 281473556314784 test_util.py:3999] Using local port 24877 INFO:tensorflow:Using local port 24876 I1227 03:35:59.241585 281473556314784 test_util.py:3999] Using local port 24876 INFO:tensorflow:Using local port 24875 I1227 03:35:59.243223 281473556314784 test_util.py:3999] Using local port 24875 2023-12-27 03:36:00.779438: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2023-12-27 03:36:01.316033: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. INFO:tensorflow:Cluster starting. I1227 03:36:03.973726 281473556314784 failure_handler_test.py:297] Cluster starting. [worker-0]: I1227 03:36:04.102410 281473480882848 multi_process_runner.py:840] Subprocess with PID 575468 (worker, 0) is now being started. [worker-0]: I1227 03:36:04.209882 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I1227 03:36:04.193650 281473480882848 multi_process_runner.py:840] Subprocess with PID 575831 (worker, 1) is now being started. [worker-1]: I1227 03:36:04.295227 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-1]: 2023-12-27 03:36:04.384631: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24877 [worker-0]: 2023-12-27 03:36:04.399919: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24878 [worker-0]: 2023-12-27 03:36:04.412629: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 10748655597855324059 [worker-0]: 2023-12-27 03:36:04.412680: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-0]: 2023-12-27 03:36:04.412692: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1703648164.413091 575468 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-0]: 2023-12-27 03:36:04.435465: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 13559475531761848911 [worker-0]: 2023-12-27 03:36:04.435517: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-0]: 2023-12-27 03:36:04.435529: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-2]: I1227 03:36:04.348610 281473480882848 multi_process_runner.py:840] Subprocess with PID 576279 (worker, 2) is now being started. [worker-3]: I1227 03:36:04.355443 281473480882848 multi_process_runner.py:840] Subprocess with PID 576683 (worker, 3) is now being started. [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-1]: I0000 00:00:1703648164.465016 575831 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-3]: I1227 03:36:04.453221 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I1227 03:36:04.446607 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: 2023-12-27 03:36:04.555517: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24875 [worker-0]: 2023-12-27 03:36:04.558229: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 7358405629259956603 [worker-0]: 2023-12-27 03:36:04.558259: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-0]: 2023-12-27 03:36:04.558270: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-3]: I0000 00:00:1703648164.559864 576683 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-2]: 2023-12-27 03:36:04.668993: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24876 [worker-0]: 2023-12-27 03:36:04.672150: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 6123337499329925193 [worker-0]: 2023-12-27 03:36:04.672188: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [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]: I1227 03:36:04.677100 281473480882848 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]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0000 00:00:1703648164.673239 576279 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I1227 03:36:04.694837 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I1227 03:36:04.738371 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-3]: I1227 03:36:04.756099 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I1227 03:36:04.802261 281473480882848 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]: I1227 03:36:04.802918 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I1227 03:36:04.803139 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I1227 03:36:04.854211 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I1227 03:36:04.858423 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1227 03:36:04.860311 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I1227 03:36:04.835955 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-3]: I1227 03:36:04.836805 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I1227 03:36:04.837039 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-1]: I1227 03:36:04.875900 281473480882848 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]: I1227 03:36:04.876428 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I1227 03:36:04.876659 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: I1227 03:36:04.979269 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I1227 03:36:04.990411 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I1227 03:36:05.002042 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I1227 03:36:05.003568 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I1227 03:36:05.003834 281473480882848 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-2]: INFO:tensorflow:Start watcher for local signal. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W1227 03:36:05.004152 281473480882848 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]: I1227 03:36:05.004353 281473480882848 failure_handler_test.py:197] Start training at 0 [worker-2]: I1227 03:36:05.016136 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I1227 03:36:05.016451 281473480882848 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]: W1227 03:36:05.016774 281473480882848 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]: I1227 03:36:05.016980 281473480882848 failure_handler_test.py:197] Start training at 0 [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I1227 03:36:05.045487 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I1227 03:36:05.045809 281473480882848 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]: W1227 03:36:05.046137 281473480882848 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]: I1227 03:36:05.046342 281473480882848 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I1227 03:36:05.067728 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I1227 03:36:05.069050 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I1227 03:36:05.069327 281473480882848 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]: W1227 03:36:05.069708 281473480882848 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]: I1227 03:36:05.069913 281473480882848 failure_handler_test.py:197] Start training at 0 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:05.268383 281473480882848 cross_device_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]: I1227 03:36:05.299275 281473480882848 cross_device_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]: I1227 03:36:05.331515 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:05.428536 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:05.661566 281473480882848 cross_device_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]: I1227 03:36:05.670560 281473480882848 cross_device_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]: I1227 03:36:05.690116 281473480882848 cross_device_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]: I1227 03:36:05.736199 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:05.934835 281473480882848 cross_device_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]: I1227 03:36:05.935928 281473480882848 cross_device_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]: I1227 03:36:05.951981 281473480882848 cross_device_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]: I1227 03:36:05.967532 281473480882848 cross_device_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]: I1227 03:36:06.089468 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:06.090803 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:06.091230 281473480882848 cross_device_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]: I1227 03:36:06.091327 281473480882848 cross_device_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]: I1227 03:36:06.216894 281473480882848 cross_device_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]: I1227 03:36:06.232565 281473480882848 cross_device_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]: I1227 03:36:06.247536 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:06.278749 281473480882848 cross_device_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 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.352066 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa282caf0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.352280 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa282caf0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa2830160> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.365531 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa2830160> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.372374 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1227 03:36:06.364542 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:06.364779 281473480882848 cross_device_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]: I1227 03:36:06.378213 281473480882848 cross_device_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]: I1227 03:36:06.384856 281473480882848 cross_device_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 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa282e3b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.457105 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.457362 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa282e3b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.466867 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:06.472236 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:06.521928 281473480882848 cross_device_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]: I1227 03:36:06.560179 281473480882848 cross_device_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]: I1227 03:36:06.631155 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:06.636256 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:06.729167 281473480882848 cross_device_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]: I1227 03:36:06.747912 281473480882848 cross_device_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]: I1227 03:36:06.750470 281473480882848 cross_device_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]: I1227 03:36:06.761788 281473480882848 cross_device_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]: I1227 03:36:06.827878 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:06.831743 281473480882848 cross_device_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]: I1227 03:36:06.830631 281473480882848 cross_device_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]: I1227 03:36:06.849826 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:06.934586 281473480882848 cross_device_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]: I1227 03:36:06.939363 281473480882848 cross_device_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]: I1227 03:36:06.948866 281473480882848 cross_device_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]: I1227 03:36:06.974875 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:07.097144 281473480882848 cross_device_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]: I1227 03:36:07.096594 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:07.099106 281473480882848 cross_device_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]: I1227 03:36:07.105606 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:07.218941 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:07.219117 281473480882848 cross_device_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]: I1227 03:36:07.226743 281473480882848 cross_device_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]: I1227 03:36:07.226904 281473480882848 cross_device_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]: I1227 03:36:07.296793 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:07.295783 281473480882848 cross_device_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]: I1227 03:36:07.302695 281473480882848 cross_device_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]: I1227 03:36:07.333113 281473480882848 cross_device_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]: I1227 03:36:07.414241 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:07.414436 281473480882848 cross_device_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]: I1227 03:36:07.415968 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:07.423987 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:07.490118 281473480882848 cross_device_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]: I1227 03:36:07.505838 281473480882848 cross_device_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]: I1227 03:36:07.523937 281473480882848 cross_device_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]: I1227 03:36:07.548204 281473480882848 cross_device_ops.py: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-1]: INFO:tensorflow:epoch 0 finished [worker-3]: I1227 03:36:07.654890 281473480882848 failure_handler_test.py:195] epoch 0 finished [worker-1]: I1227 03:36:07.655430 281473480882848 failure_handler_test.py:195] epoch 0 finished [worker-2]: INFO:tensorflow:epoch 0 finished [worker-0]: INFO:tensorflow:epoch 0 finished [worker-2]: I1227 03:36:07.665524 281473480882848 failure_handler_test.py:195] epoch 0 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:07.668030 281473480882848 cross_device_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]: I1227 03:36:07.671727 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:07.665864 281473480882848 failure_handler_test.py:195] epoch 0 finished [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:07.679428 281473480882848 cross_device_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]: I1227 03:36:07.726226 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:07.838655 281473480882848 cross_device_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]: I1227 03:36:07.859550 281473480882848 cross_device_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]: I1227 03:36:07.876754 281473480882848 cross_device_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]: I1227 03:36:07.917211 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:08.092139 281473480882848 cross_device_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]: I1227 03:36:08.098402 281473480882848 cross_device_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]: I1227 03:36:08.118430 281473480882848 cross_device_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]: I1227 03:36:08.115714 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 INFO:tensorflow:sending sigterm I1227 03:36:08.224830 281473556314784 failure_handler_test.py:302] sending sigterm INFO:tensorflow:sigterm sent I1227 03:36:08.225265 281473556314784 failure_handler_test.py:306] sigterm sent [worker-2]: INFO:tensorflow:Member 2 has received termination notice. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-3]: I1227 03:36:08.249067 281447713599968 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_3 set, preemption awareness acknowledged [worker-2]: I1227 03:36:08.245870 281473480882848 failure_handling.py:710] Member 2 has received termination notice. [worker-2]: INFO:tensorflow:Termination caught in main thread on preempted worker [worker-2]: I1227 03:36:08.246518 281473480882848 failure_handling.py:1159] Termination caught in main thread on preempted worker [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: I1227 03:36:08.248744 281447830909408 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_2 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:RUN_TO_CHECKPOINT set to 19 [worker-2]: I1227 03:36:08.251555 281473480882848 failure_handling.py:1168] RUN_TO_CHECKPOINT set to 19 [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]: I1227 03:36:08.242873 281473480882848 cross_device_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]: I1227 03:36:08.261620 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 0 received [worker-2]: I1227 03:36:08.335250 281473480882848 failure_handling.py:1177] Sigterm acknowledgement from replica 0 received [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-0]: I1227 03:36:08.336900 281446849638880 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_0 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 1 received [worker-2]: I1227 03:36:08.338164 281473480882848 failure_handling.py:1177] Sigterm acknowledgement from replica 1 received [worker-1]: I1227 03:36:08.334738 281447990489568 failure_handling.py:1242] PreemptionCheckpointHandler: RECEIVED_SIGNAL_RUN_TO_CHECKPOINT_1 set, preemption awareness acknowledged [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 2 received [worker-2]: I1227 03:36:08.339419 281473480882848 failure_handling.py:1177] Sigterm acknowledgement from replica 2 received [worker-2]: INFO:tensorflow:Sigterm acknowledgement from replica 3 received [worker-2]: I1227 03:36:08.340091 281473480882848 failure_handling.py:1177] Sigterm acknowledgement from replica 3 received [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:08.361289 281473480882848 cross_device_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]: I1227 03:36:08.370488 281473480882848 cross_device_ops.py: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-1]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-3]: I1227 03:36:08.458098 281473480882848 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-1]: I1227 03:36:08.458602 281473480882848 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-0]: I1227 03:36:08.458431 281473480882848 failure_handling.py:1063] PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: Starting saving a checkpoint. [worker-2]: I1227 03:36:08.496821 281473480882848 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/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/workertemp_3/fh_ckpt [worker-3]: I1227 03:36:08.529012 281473480882848 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/workertemp_3/fh_ckpt [worker-3]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-3]: I1227 03:36:08.530675 281473480882848 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: INFO:tensorflow:Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/workertemp_1/fh_ckpt [worker-3]: I1227 03:36:08.530972 281473480882848 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I1227 03:36:08.530935 281473480882848 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/workertemp_1/fh_ckpt [worker-1]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-1]: I1227 03:36:08.533339 281473480882848 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-1]: I1227 03:36:08.533616 281473480882848 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/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/fh_ckpt [worker-0]: I1227 03:36:08.554369 281473480882848 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/fh_ckpt [worker-0]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-0]: I1227 03:36:08.558331 281473480882848 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-0]: I1227 03:36:08.558628 281473480882848 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/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/workertemp_2/fh_ckpt [worker-2]: I1227 03:36:08.831570 281473480882848 failure_handling.py:1078] Checkpoint finished at path /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/_tmp/e874e4537dc68e6784aaca6594115ad2dh74_clq/tmp2cw0d69d/workertemp_2/fh_ckpt [worker-2]: INFO:tensorflow:Shut down watcher for peer's termination signal. [worker-2]: I1227 03:36:08.840450 281473480882848 failure_handling.py:771] Shut down watcher for peer's termination signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler: checkpoint saved. Exiting. [worker-2]: I1227 03:36:08.840770 281473480882848 failure_handling.py:1128] PreemptionCheckpointHandler: checkpoint saved. Exiting. INFO:tensorflow:restarting workers I1227 03:36:10.230921 281473556314784 failure_handler_test.py:309] restarting workers INFO:tensorflow:workers restarted I1227 03:36:10.373786 281473556314784 failure_handler_test.py:313] workers restarted [worker-0]: I1227 03:36:10.353573 281473480882848 multi_process_runner.py:840] Subprocess with PID 598190 (worker, 0) is now being started. [worker-0]: I1227 03:36:10.454937 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-0]: 2023-12-27 03:36:10.504802: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24878 [worker-0]: 2023-12-27 03:36:10.535453: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 12297229535663437535 [worker-0]: 2023-12-27 03:36:10.535512: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-0]: 2023-12-27 03:36:10.535524: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1703648170.545202 598190 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-1]: I1227 03:36:10.641910 281473480882848 multi_process_runner.py:840] Subprocess with PID 598202 (worker, 1) is now being started. [worker-3]: I1227 03:36:10.683377 281473480882848 multi_process_runner.py:840] Subprocess with PID 598300 (worker, 3) is now being started. [worker-1]: I1227 03:36:10.642253 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-2]: I1227 03:36:10.709645 281473480882848 multi_process_runner.py:840] Subprocess with PID 598205 (worker, 2) is now being started. [worker-3]: I1227 03:36:10.683742 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: I1227 03:36:10.710515 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24878", "localhost:24877", "localhost:24876", "localhost:24875"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-1]: 2023-12-27 03:36:10.757644: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24877 [worker-0]: 2023-12-27 03:36:10.765072: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 6256354084563837925 [worker-0]: 2023-12-27 03:36:10.765128: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-0]: 2023-12-27 03:36:10.765141: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: /job:worker/replica:0/task:2 [worker-1]: I0000 00:00:1703648170.765879 598202 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-0]: /job:worker/replica:0/task:3 [worker-2]: 2023-12-27 03:36:10.771460: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24876 [worker-0]: 2023-12-27 03:36:10.785359: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 15577547244948980493 [worker-0]: 2023-12-27 03:36:10.785414: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-0]: 2023-12-27 03:36:10.785425: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:3 [worker-3]: 2023-12-27 03:36:10.805415: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24875 [worker-0]: 2023-12-27 03:36:10.808091: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 8248671006169330577 [worker-0]: 2023-12-27 03:36:10.808127: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-2]: I0000 00:00:1703648170.805162 598205 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-3]: I0000 00:00:1703648170.828628 598300 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I1227 03:36:10.850780 281473480882848 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]: I1227 03:36:10.866082 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-1]: I1227 03:36:10.866613 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: I1227 03:36:10.857933 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: I1227 03:36:10.925895 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I1227 03:36:10.927425 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1227 03:36:10.928262 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, 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-3]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: I1227 03:36:10.964284 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-3]: I1227 03:36:10.964793 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I1227 03:36:10.963801 281473480882848 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]: I1227 03:36:10.964684 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I1227 03:36:10.964928 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: I1227 03:36:10.965038 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-2]: I1227 03:36:11.011262 281473480882848 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]: I1227 03:36:11.011800 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I1227 03:36:11.012025 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24878', 'localhost:24877', 'localhost:24876', 'localhost:24875']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I1227 03:36:11.211593 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I1227 03:36:11.214403 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I1227 03:36:11.214687 281473480882848 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]: W1227 03:36:11.215029 281473480882848 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 19 [worker-3]: I1227 03:36:11.215236 281473480882848 failure_handler_test.py:197] Start training at 19 [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I1227 03:36:11.220968 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:training restarted [worker-3]: I1227 03:36:11.226780 281473480882848 failure_handler_test.py:207] training restarted [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I1227 03:36:11.228031 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-0]: I1227 03:36:11.240232 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: I1227 03:36:11.240566 281473480882848 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]: W1227 03:36:11.240895 281473480882848 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 19 [worker-0]: I1227 03:36:11.241101 281473480882848 failure_handler_test.py:197] Start training at 19 [worker-2]: I1227 03:36:11.220995 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I1227 03:36:11.235643 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I1227 03:36:11.235985 281473480882848 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]: W1227 03:36:11.236314 281473480882848 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 19 [worker-2]: I1227 03:36:11.236519 281473480882848 failure_handler_test.py:197] Start training at 19 [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I1227 03:36:11.265257 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I1227 03:36:11.265614 281473480882848 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-1]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-1]: Instructions for updating: [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: W1227 03:36:11.265963 281473480882848 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 19 [worker-1]: I1227 03:36:11.266171 281473480882848 failure_handler_test.py:197] Start training at 19 [worker-2]: INFO:tensorflow:training restarted [worker-2]: I1227 03:36:11.268644 281473480882848 failure_handler_test.py:207] training restarted [worker-0]: INFO:tensorflow:training restarted [worker-0]: I1227 03:36:11.288976 281473480882848 failure_handler_test.py:207] training restarted [worker-1]: INFO:tensorflow:training restarted [worker-1]: I1227 03:36:11.307925 281473480882848 failure_handler_test.py:207] training restarted [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:11.466087 281473480882848 cross_device_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]: I1227 03:36:11.522033 281473480882848 cross_device_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]: I1227 03:36:11.573840 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:11.553695 281473480882848 cross_device_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]: I1227 03:36:11.674371 281473480882848 cross_device_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]: I1227 03:36:11.675937 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:11.686195 281473480882848 cross_device_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]: I1227 03:36:11.702160 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:11.776641 281473480882848 cross_device_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]: I1227 03:36:11.778829 281473480882848 cross_device_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]: I1227 03:36:11.802942 281473480882848 cross_device_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]: I1227 03:36:11.855535 281473480882848 cross_device_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]: I1227 03:36:11.959947 281473480882848 cross_device_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]: I1227 03:36:11.965727 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:11.971893 281473480882848 cross_device_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]: I1227 03:36:11.967696 281473480882848 cross_device_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]: I1227 03:36:12.056015 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:12.055733 281473480882848 cross_device_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]: I1227 03:36:12.060260 281473480882848 cross_device_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]: I1227 03:36:12.065588 281473480882848 cross_device_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 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:12.153123 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:12.152621 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:12.153048 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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-0]: W1227 03:36:12.159401 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa28441f0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: I1227 03:36:12.165495 281473480882848 cross_device_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]: I1227 03:36:12.165739 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:12.177157 281473480882848 cross_device_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]: I1227 03:36:12.201765 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: WARNING:tensorflow:6 out of the last 6 calls to .wrapped_fn at 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:12.307083 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:12.303164 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:12.298458 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:12.321193 281473480882848 cross_device_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 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:12.330123 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa2846440> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:12.343929 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:12.360855 281473480882848 cross_device_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]: I1227 03:36:12.364720 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:12.448558 281473480882848 cross_device_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]: I1227 03:36:12.477118 281473480882848 cross_device_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]: I1227 03:36:12.471820 281473480882848 cross_device_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]: I1227 03:36:12.487319 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:12.634806 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:12.638236 281473480882848 cross_device_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]: I1227 03:36:12.641909 281473480882848 cross_device_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]: I1227 03:36:12.741863 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:12.809648 281473480882848 cross_device_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]: I1227 03:36:12.811581 281473480882848 cross_device_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]: I1227 03:36:12.821621 281473480882848 cross_device_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]: I1227 03:36:12.833485 281473480882848 cross_device_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]: I1227 03:36:12.918149 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:12.918290 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:12.913920 281473480882848 cross_device_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]: I1227 03:36:12.928276 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 1 finished [worker-3]: INFO:tensorflow:epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-3]: I1227 03:36:13.001344 281473480882848 failure_handler_test.py:195] epoch 1 finished [worker-1]: I1227 03:36:13.001696 281473480882848 failure_handler_test.py:195] epoch 1 finished [worker-0]: INFO:tensorflow:epoch 1 finished [worker-2]: I1227 03:36:13.001686 281473480882848 failure_handler_test.py:195] epoch 1 finished [worker-0]: I1227 03:36:13.008677 281473480882848 failure_handler_test.py:195] epoch 1 finished [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:13.020047 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:13.022468 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:13.022639 281473480882848 cross_device_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]: I1227 03:36:13.031871 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:13.102527 281473480882848 cross_device_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]: I1227 03:36:13.102485 281473480882848 cross_device_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]: I1227 03:36:13.117484 281473480882848 cross_device_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]: I1227 03:36:13.121188 281473480882848 cross_device_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]: I1227 03:36:13.188416 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:13.188898 281473480882848 cross_device_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]: I1227 03:36:13.202575 281473480882848 cross_device_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]: I1227 03:36:13.193373 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:13.275416 281473480882848 cross_device_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]: I1227 03:36:13.281157 281473480882848 cross_device_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]: I1227 03:36:13.287974 281473480882848 cross_device_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]: I1227 03:36:13.333191 281473480882848 cross_device_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]: I1227 03:36:13.501547 281473480882848 cross_device_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]: I1227 03:36:13.511718 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:13.501842 281473480882848 cross_device_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]: I1227 03:36:13.541590 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:13.643141 281473480882848 cross_device_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]: I1227 03:36:13.650223 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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= 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:14.369654 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:14.373703 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:14.360872 281473480882848 cross_device_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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281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:14.583751 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:14.583970 281473480882848 cross_device_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]: I1227 03:36:14.600000 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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03:36:14.721711 281473480882848 cross_device_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]: I1227 03:36:14.801767 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:14.801908 281473480882848 cross_device_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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= 1 [worker-0]: I1227 03:36:15.765583 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:15.764729 281473480882848 cross_device_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]: I1227 03:36:15.771770 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-3]: I1227 03:36:15.940169 281473480882848 cross_device_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]: I1227 03:36:15.958268 281473480882848 cross_device_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]: I1227 03:36:15.958294 281473480882848 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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03:36:16.123075 281473480882848 cross_device_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]: I1227 03:36:16.151903 281473480882848 cross_device_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]: I1227 03:36:16.223423 281473480882848 cross_device_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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= 1 [worker-1]: I1227 03:36:17.283037 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:17.279160 281473480882848 cross_device_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]: I1227 03:36:17.298763 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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= 1 [worker-3]: I1227 03:36:17.642725 281473480882848 cross_device_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]: I1227 03:36:17.654673 281473480882848 cross_device_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]: I1227 03:36:17.647452 281473480882848 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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03:36:17.730897 281473480882848 cross_device_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]: I1227 03:36:17.740675 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:17.835944 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: 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03:36:19.010717 281473480882848 cross_device_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]: I1227 03:36:19.017773 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:19.018169 281473480882848 cross_device_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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= 1 [worker-3]: I1227 03:36:19.960411 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:19.954148 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:20.100811 281473480882848 cross_device_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, 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= 1 [worker-0]: I1227 03:36:20.194823 281473480882848 cross_device_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]: I1227 03:36:20.207440 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:20.278231 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03:36:20.287029 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:20.382302 281473480882848 cross_device_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]: I1227 03:36:20.387895 281473480882848 cross_device_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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CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:20.904539 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:20.979143 281473480882848 cross_device_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]: I1227 03:36:20.979607 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:20.979698 281473480882848 cross_device_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]: I1227 03:36:20.979347 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I1227 03:36:23.341583 281473556314784 multi_process_runner.py:646] worker-0 exit code: 0 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I1227 03:36:29.866719 281473556314784 multi_process_runner.py:646] worker-1 exit code: 0 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I1227 03:36:29.867320 281473556314784 multi_process_runner.py:646] worker-2 exit code: 0 I1227 03:36:29.867728 281473556314784 multi_process_runner.py:646] worker-3 exit code: 0 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:21.045315 281473480882848 cross_device_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]: I1227 03:36:21.046846 281473480882848 cross_device_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]: I1227 03:36:21.107411 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:21.045335 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I1227 03:36:29.871454 281473556314784 multi_process_runner.py:662] Joining log reading threads. 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:21.230415 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:21.108880 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 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I1227 03:36:21.600723 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:21.413353 281473480882848 cross_device_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]: I1227 03:36:21.411327 281473480882848 cross_device_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]: I1227 03:36:21.476205 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:21.660419 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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 6 finished [worker-1]: I1227 03:36:21.473384 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:21.472837 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:21.538705 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:21.716240 281473480882848 failure_handler_test.py:195] epoch 6 finished [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 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cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-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]: I1227 03:36:21.600780 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, 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1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 6 finished [worker-1]: I1227 03:36:21.660390 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:21.660314 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:21.715919 281473480882848 failure_handler_test.py:195] epoch 6 finished [worker-1]: INFO:tensorflow:epoch 6 finished [worker-3]: INFO:tensorflow:epoch 6 finished [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:21.716236 281473480882848 failure_handler_test.py:195] epoch 6 finished [worker-3]: I1227 03:36:21.715465 281473480882848 failure_handler_test.py:195] epoch 6 finished [worker-0]: I1227 03:36:21.728047 281473480882848 cross_device_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]: I1227 03:36:21.729169 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, 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03:36:22.195835 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 7 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:22.586335 281473480882848 failure_handler_test.py:195] epoch 7 finished [worker-3]: I1227 03:36:22.252634 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:22.539537 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:21.964623 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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:Training finished. 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[worker-1]: I1227 03:36:22.021338 281473480882848 cross_device_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]: I1227 03:36:22.307484 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:22.586123 281473480882848 failure_handler_test.py:195] epoch 7 finished [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:22.079090 281473480882848 cross_device_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]: I1227 03:36:22.364357 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:22.587303 281473480882848 failure_handler_test.py:245] Training finished. 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[worker-1]: I1227 03:36:22.422965 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:22.586687 281473480882848 failure_handler_test.py:245] Training finished. [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:22.480469 281473480882848 cross_device_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]: I1227 03:36:22.538452 281473480882848 cross_device_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-1]: I1227 03:36:22.586249 281473480882848 failure_handler_test.py:195] epoch 7 finished [worker-1]: INFO:tensorflow:Training finished. [worker-1]: I1227 03:36:22.587446 281473480882848 failure_handler_test.py:245] Training finished. I1227 03:36:29.925090 281473556314784 multi_process_runner.py:665] Joined log reading threads. INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker): 31.03s I1227 03:36:30.264094 281473556314784 test_util.py:2620] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker): 31.03s [ OK ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_False_inputarg_checkpoint_strategyoption_MWMSmultiworker [ RUN ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker INFO:tensorflow:Using local port 24853 I1227 03:36:33.961794 281473556314784 test_util.py:3999] Using local port 24853 INFO:tensorflow:Using local port 24851 I1227 03:36:33.965678 281473556314784 test_util.py:3999] Using local port 24851 INFO:tensorflow:Using local port 24848 I1227 03:36:33.969636 281473556314784 test_util.py:3999] Using local port 24848 INFO:tensorflow:Using local port 24846 I1227 03:36:33.971413 281473556314784 test_util.py:3999] Using local port 24846 INFO:tensorflow:Cluster starting. I1227 03:36:34.010229 281473556314784 failure_handler_test.py:297] Cluster starting. [worker-0]: I1227 03:36:34.230445 281473480882848 multi_process_runner.py:840] Subprocess with PID 665565 (worker, 0) is now being started. [worker-0]: I1227 03:36:34.230879 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24853", "localhost:24851", "localhost:24848", "localhost:24846"]}, "task": {"type": "worker", "index": 0}, "rpc_layer": "grpc"}' [worker-1]: I1227 03:36:34.258847 281473480882848 multi_process_runner.py:840] Subprocess with PID 665674 (worker, 1) is now being started. [worker-1]: I1227 03:36:34.259247 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24853", "localhost:24851", "localhost:24848", "localhost:24846"]}, "task": {"type": "worker", "index": 1}, "rpc_layer": "grpc"}' [worker-0]: 2023-12-27 03:36:34.265661: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24853 [worker-1]: 2023-12-27 03:36:34.292871: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24851 [worker-0]: 2023-12-27 03:36:34.301548: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:0 has connected to coordination service. Incarnation: 8113469067367533224 [worker-0]: 2023-12-27 03:36:34.301602: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 3/4 tasks to connect. [worker-0]: 2023-12-27 03:36:34.301614: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:1 [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-0]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: I0000 00:00:1703648194.304167 665565 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-0]: 2023-12-27 03:36:34.314722: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:1 has connected to coordination service. Incarnation: 14978071737839803508 [worker-0]: 2023-12-27 03:36:34.314775: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 2/4 tasks to connect. [worker-0]: 2023-12-27 03:36:34.314787: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-0]: /job:worker/replica:0/task:2 [worker-0]: /job:worker/replica:0/task:3 [worker-1]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-1]: I0000 00:00:1703648194.315065 665674 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-2]: I1227 03:36:34.354461 281473480882848 multi_process_runner.py:840] Subprocess with PID 665778 (worker, 2) is now being started. [worker-2]: I1227 03:36:34.356019 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24853", "localhost:24851", "localhost:24848", "localhost:24846"]}, "task": {"type": "worker", "index": 2}, "rpc_layer": "grpc"}' [worker-3]: I1227 03:36:34.359306 281473480882848 multi_process_runner.py:840] Subprocess with PID 665813 (worker, 3) is now being started. [worker-3]: I1227 03:36:34.359640 281473480882848 multi_process_runner.py:842] TF_CONFIG: '{"cluster": {"worker": ["localhost:24853", "localhost:24851", "localhost:24848", "localhost:24846"]}, "task": {"type": "worker", "index": 3}, "rpc_layer": "grpc"}' [worker-2]: 2023-12-27 03:36:34.391845: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24848 [worker-0]: 2023-12-27 03:36:34.399013: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:2 has connected to coordination service. Incarnation: 8323078982458083279 [worker-0]: 2023-12-27 03:36:34.399062: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 1/4 tasks to connect. [worker-2]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-0]: 2023-12-27 03:36:34.399073: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:542] Example stragglers: [worker-2]: I0000 00:00:1703648194.399417 665778 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-0]: /job:worker/replica:0/task:3 [worker-3]: 2023-12-27 03:36:34.402934: I tensorflow/core/distributed_runtime/rpc/grpc_server_lib.cc:457] Started server with target: grpc://localhost:24846 [worker-0]: 2023-12-27 03:36:34.408367: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:577] /job:worker/replica:0/task:3 has connected to coordination service. Incarnation: 16399289119062231889 [worker-0]: 2023-12-27 03:36:34.408419: I external/local_tsl/tsl/distributed_runtime/coordination/coordination_service.cc:539] Waiting for 0/4 tasks to connect. [worker-3]: WARNING: All log messages before absl::InitializeLog() is called are written to STDERR [worker-3]: I0000 00:00:1703648194.408648 665813 coordination_service_agent.cc:309] Coordination agent has successfully connected. [worker-1]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-1]: I1227 03:36:34.412341 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-3]: I1227 03:36:34.412464 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1'] [worker-2]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-2]: I1227 03:36:34.414038 281473480882848 collective_all_reduce_strategy.py:531] Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: INFO:tensorflow:Enabled multi-worker collective ops with available devices: ['/job:worker/replica:0/task:0/device:CPU:0', '/job:worker/replica:0/task:0/device:CPU:1', '/job:worker/replica:0/task:1/device:CPU:0', '/job:worker/replica:0/task:1/device:CPU:1', '/job:worker/replica:0/task:2/device:CPU:0', '/job:worker/replica:0/task:2/device:CPU:1', '/job:worker/replica:0/task:3/device:CPU:0', '/job:worker/replica:0/task:3/device:CPU:1'] [worker-0]: I1227 03:36:34.412649 281473480882848 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-2]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-1]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-3]: I1227 03:36:34.477315 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:3/device:CPU:0',) [worker-1]: I1227 03:36:34.477340 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:1/device:CPU:0',) [worker-2]: I1227 03:36:34.477314 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:2/device:CPU:0',) [worker-3]: INFO:tensorflow:Check health not enabled. [worker-1]: INFO:tensorflow:Check health not enabled. [worker-2]: INFO:tensorflow:Check health not enabled. [worker-3]: I1227 03:36:34.477854 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-1]: I1227 03:36:34.477888 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-2]: I1227 03:36:34.477854 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-3]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, 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:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, 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:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-3]: I1227 03:36:34.478080 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, task_type = 'worker', task_id = 3, num_workers = 4, local_devices = ('/job:worker/task:3/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-2]: I1227 03:36:34.478080 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, task_type = 'worker', task_id = 2, num_workers = 4, local_devices = ('/job:worker/task:2/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-1]: I1227 03:36:34.478125 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, task_type = 'worker', task_id = 1, num_workers = 4, local_devices = ('/job:worker/task:1/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1227 03:36:34.477345 281473480882848 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:worker/task:0/device:CPU:0',) [worker-0]: INFO:tensorflow:Check health not enabled. [worker-0]: I1227 03:36:34.478164 281473480882848 collective_all_reduce_strategy.py:574] Check health not enabled. [worker-0]: INFO:tensorflow:MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: I1227 03:36:34.478401 281473480882848 collective_all_reduce_strategy.py:576] MultiWorkerMirroredStrategy with cluster_spec = {'worker': ['localhost:24853', 'localhost:24851', 'localhost:24848', 'localhost:24846']}, task_type = 'worker', task_id = 0, num_workers = 4, local_devices = ('/job:worker/task:0/device:CPU:0',), communication = CommunicationImplementation.AUTO [worker-0]: INFO:tensorflow:Start watcher for peer's signal. [worker-2]: INFO:tensorflow:Start watcher for peer's signal. [worker-0]: I1227 03:36:34.536525 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: INFO:tensorflow:Start watcher for local signal. [worker-2]: I1227 03:36:34.536559 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-0]: I1227 03:36:34.537489 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-2]: INFO:tensorflow:Start watcher for local signal. [worker-0]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-2]: I1227 03:36:34.537293 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-0]: I1227 03:36:34.537767 281473480882848 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-2]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-0]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-2]: I1227 03:36:34.537545 281473480882848 failure_handling.py:538] PreemptionCheckpointHandler initialized or restored. [worker-0]: Instructions for updating: [worker-2]: WARNING:tensorflow:From /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/bin/tensorflow/python/distribute/failure_handling/failure_handler_test.runfiles/org_tensorflow/tensorflow/python/distribute/failure_handling/failure_handler_test.py:198: PreemptionCheckpointHandler.total_run_calls (from tensorflow.python.distribute.failure_handling.failure_handling) is deprecated and will be removed in a future version. [worker-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: W1227 03:36:34.538117 281473480882848 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-0]: Instructions for updating: [worker-2]: Track steps using a tf.Variable saved in checkpoint instead. [worker-2]: W1227 03:36:34.537879 281473480882848 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]: I1227 03:36:34.538085 281473480882848 failure_handler_test.py:197] Start training at 0 [worker-1]: INFO:tensorflow:Start watcher for peer's signal. [worker-1]: I1227 03:36:34.552538 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-1]: INFO:tensorflow:Start watcher for local signal. [worker-1]: I1227 03:36:34.553342 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-1]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-1]: I1227 03:36:34.553588 281473480882848 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-0]: Track steps using a tf.Variable saved in checkpoint instead. [worker-1]: Track steps using a tf.Variable saved in checkpoint instead. [worker-0]: INFO:tensorflow:Start training at 0 [worker-1]: W1227 03:36:34.553926 281473480882848 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]: I1227 03:36:34.538327 281473480882848 failure_handler_test.py:197] Start training at 0 [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]: I1227 03:36:34.554126 281473480882848 failure_handler_test.py:197] Start training at 0 [worker-3]: INFO:tensorflow:Start watcher for peer's signal. [worker-3]: I1227 03:36:34.560842 281473480882848 failure_handling.py:634] Start watcher for peer's signal. [worker-3]: INFO:tensorflow:Start watcher for local signal. [worker-3]: I1227 03:36:34.561579 281473480882848 failure_handling.py:674] Start watcher for local signal. [worker-3]: INFO:tensorflow:PreemptionCheckpointHandler initialized or restored. [worker-3]: I1227 03:36:34.561839 281473480882848 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]: W1227 03:36:34.562169 281473480882848 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]: I1227 03:36:34.562373 281473480882848 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]: I1227 03:36:34.739851 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:34.759953 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:34.757597 281473480882848 cross_device_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]: I1227 03:36:34.765910 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:34.838459 281473480882848 cross_device_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]: I1227 03:36:34.839412 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:34.860303 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:34.860742 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:34.933700 281473480882848 cross_device_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]: I1227 03:36:34.938871 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:34.934135 281473480882848 cross_device_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]: I1227 03:36:34.959061 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:35.018913 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:35.019231 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:35.018579 281473480882848 cross_device_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]: I1227 03:36:35.021414 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:35.116312 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:35.113345 281473480882848 cross_device_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]: I1227 03:36:35.127721 281473480882848 cross_device_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]: I1227 03:36:35.135205 281473480882848 cross_device_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 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa2828af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.184061 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa2828af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.184253 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.184203 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.183883 281473480882848 polymorphic_function.py:157] 5 out of the last 5 calls to .wrapped_fn at 0xffffa2830af0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:35.195062 281473480882848 cross_device_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]: I1227 03:36:35.196879 281473480882848 cross_device_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]: I1227 03:36:35.195558 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:35.195748 281473480882848 cross_device_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 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa282a3b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.254076 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.254389 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.254137 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa282a3b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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]: W1227 03:36:35.258091 281473480882848 polymorphic_function.py:157] 6 out of the last 6 calls to .wrapped_fn at 0xffffa28323b0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please 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-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:35.265079 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:35.265504 281473480882848 cross_device_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]: I1227 03:36:35.268509 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:35.266804 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:35.337510 281473480882848 cross_device_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]: I1227 03:36:35.362352 281473480882848 cross_device_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]: I1227 03:36:35.376476 281473480882848 cross_device_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]: I1227 03:36:35.382164 281473480882848 cross_device_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]: I1227 03:36:35.443664 281473480882848 cross_device_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]: I1227 03:36:35.446385 281473480882848 cross_device_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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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:36.928784 281473480882848 cross_device_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]: I1227 03:36:36.949195 281473480882848 cross_device_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]: I1227 03:36:36.951817 281473480882848 cross_device_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]: I1227 03:36:36.953064 281473480882848 cross_device_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]: I1227 03:36:37.017468 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:37.018034 281473480882848 cross_device_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]: I1227 03:36:37.018424 281473480882848 cross_device_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]: I1227 03:36:37.024011 281473480882848 cross_device_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]: I1227 03:36:37.147537 281473480882848 cross_device_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]: I1227 03:36:37.151536 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:37.151502 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:37.146657 281473480882848 cross_device_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-3]: I1227 03:36:37.232089 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:37.232085 281473480882848 cross_device_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]: I1227 03:36:37.232364 281473480882848 cross_device_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]: I1227 03:36:37.232742 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:37.311295 281473480882848 cross_device_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]: I1227 03:36:37.312140 281473480882848 cross_device_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]: I1227 03:36:37.311652 281473480882848 cross_device_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]: I1227 03:36:37.319791 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:37.400826 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:37.400949 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:37.401015 281473480882848 cross_device_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]: I1227 03:36:37.402165 281473480882848 cross_device_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]: I1227 03:36:37.711012 281473480882848 cross_device_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]: I1227 03:36:37.702127 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:37.720807 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:37.720808 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:37.796413 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:37.796918 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:37.796267 281473480882848 cross_device_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]: I1227 03:36:37.800282 281473480882848 cross_device_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 1 finished [worker-3]: INFO:tensorflow:epoch 1 finished [worker-1]: INFO:tensorflow:epoch 1 finished [worker-0]: I1227 03:36:37.849663 281473480882848 failure_handler_test.py:195] epoch 1 finished [worker-2]: INFO:tensorflow:epoch 1 finished [worker-3]: I1227 03:36:37.849460 281473480882848 failure_handler_test.py:195] epoch 1 finished [worker-1]: I1227 03:36:37.850076 281473480882848 failure_handler_test.py:195] epoch 1 finished [worker-2]: I1227 03:36:37.850196 281473480882848 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]: I1227 03:36:37.860046 281473480882848 cross_device_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]: I1227 03:36:37.861569 281473480882848 cross_device_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]: I1227 03:36:37.861597 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:37.862004 281473480882848 cross_device_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]: I1227 03:36:37.921303 281473480882848 cross_device_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]: I1227 03:36:37.920628 281473480882848 cross_device_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]: I1227 03:36:37.920624 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:37.921396 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 I1227 03:36:38.138610 281473556314784 failure_handler_test.py:302] sending sigterm INFO:tensorflow:time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker): 17.68s I1227 03:36:51.635022 281473556314784 test_util.py:2620] time(__main__.PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker): 17.68s [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]: I1227 03:36:37.980238 281473480882848 cross_device_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]: I1227 03:36:37.982108 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:37.982858 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [ FAILED ] PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker ====================================================================== ERROR: test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker (__main__.PreemptionCheckpointTest) PreemptionCheckpointTest.test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker test_preemption_checkpointing_test_apiwrappingtrain_True_inputarg_checkpoint_strategyoption_MWMSmultiworker(api_wrapping_train=True, 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 54.608s FAILED (errors=1) [worker-1]: I1227 03:36:37.982264 281473480882848 cross_device_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]: I1227 03:36:38.042751 281473480882848 cross_device_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]: I1227 03:36:38.045177 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:38.042606 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:38.105536 281473480882848 cross_device_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]: I1227 03:36:38.106714 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:38.042687 281473480882848 cross_device_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]: I1227 03:36:38.106881 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, 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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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:38.224179 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:38.280242 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = 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= 1 [worker-1]: I1227 03:36:38.336296 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:38.389675 281473480882848 cross_device_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]: I1227 03:36:38.390664 281473480882848 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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03:36:38.497541 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:38.498528 281473480882848 cross_device_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]: I1227 03:36:38.551937 281473480882848 cross_device_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]: I1227 03:36:38.551263 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:38.606060 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:38.605357 281473480882848 cross_device_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]: I1227 03:36:38.660921 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:38.106410 281473480882848 cross_device_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 2 finished [worker-3]: I1227 03:36:38.659112 281473480882848 cross_device_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]: I1227 03:36:38.706354 281473480882848 failure_handler_test.py:195] epoch 2 finished [worker-3]: INFO:tensorflow:epoch 2 finished [worker-0]: I1227 03:36:38.167087 281473480882848 cross_device_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]: I1227 03:36:38.706006 281473480882848 failure_handler_test.py:195] epoch 2 finished [worker-1]: I1227 03:36:38.716223 281473480882848 cross_device_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]: I1227 03:36:38.223776 281473480882848 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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281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:38.280973 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:38.828555 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: 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[worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:38.887305 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:38.390449 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:38.946653 281473480882848 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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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:38.498329 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:39.127538 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 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281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:39.505726 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:39.398427 281473480882848 cross_device_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:epoch 3 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:39.558152 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:39.505027 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:38.660494 281473480882848 cross_device_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 = 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= 1 [worker-1]: I1227 03:36:39.870091 281473480882848 cross_device_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]: I1227 03:36:39.817739 281473480882848 cross_device_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]: I1227 03:36:39.007372 281473480882848 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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03:36:39.067644 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:39.975307 281473480882848 cross_device_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]: I1227 03:36:39.921687 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:39.067598 281473480882848 cross_device_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]: I1227 03:36:39.127735 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:40.027535 281473480882848 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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-1]: I1227 03:36:40.330560 281473480882848 failure_handler_test.py:195] epoch 4 finished [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:40.339220 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:40.339661 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, 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= 1 [worker-1]: I1227 03:36:40.500336 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:40.555839 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:39.817997 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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, 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03:36:40.665076 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:39.396185 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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]: I1227 03:36:39.975704 281473480882848 cross_device_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]: 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INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:epoch 3 finished [worker-3]: I1227 03:36:40.872809 281473480882848 cross_device_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]: I1227 03:36:40.821277 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:39.548905 281473480882848 failure_handler_test.py:195] epoch 3 finished [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 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= 1 [worker-1]: I1227 03:36:41.133319 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:40.447312 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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 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Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:39.975257 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:40.554936 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [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 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[worker-1]: I1227 03:36:41.707234 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:40.976894 281473480882848 cross_device_ops.py:1154] Collective 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03:36:41.499583 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:42.332763 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:42.281074 281473480882848 cross_device_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]: 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[worker-1]: I1227 03:36:42.333015 281473480882848 cross_device_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-0]: I1227 03:36:41.080682 281473480882848 cross_device_ops.py:1154] Collective 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4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:41.811184 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: INFO:tensorflow:epoch 7 finished [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-3]: I1227 03:36:42.976010 281473480882848 failure_handler_test.py:195] epoch 7 finished [worker-0]: I1227 03:36:41.343634 281473480882848 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[worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: INFO:tensorflow:epoch 7 finished [worker-2]: INFO:tensorflow:epoch 6 finished [worker-3]: I1227 03:36:42.977027 281473480882848 failure_handler_test.py:245] Training finished. [worker-0]: I1227 03:36:41.395637 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:42.976262 281473480882848 failure_handler_test.py:195] epoch 7 finished [worker-2]: I1227 03:36:41.907833 281473480882848 failure_handler_test.py:195] epoch 6 finished [worker-1]: 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-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-1]: I1227 03:36:42.977746 281473480882848 failure_handler_test.py:245] Training finished. [worker-0]: I1227 03:36:41.447799 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:41.917153 281473480882848 cross_device_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]: I1227 03:36:41.499455 281473480882848 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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I1227 03:36:42.384646 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:41.907669 281473480882848 failure_handler_test.py:195] epoch 6 finished [worker-2]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: INFO:tensorflow:Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: I1227 03:36:42.436932 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, num_devices = 1, group_size = 4, implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-0]: I1227 03:36:41.916623 281473480882848 cross_device_ops.py:1154] Collective all_reduce tensors: 1 all_reduces, 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implementation = CommunicationImplementation.AUTO, num_packs = 1 [worker-2]: INFO:tensorflow:epoch 7 finished [worker-2]: I1227 03:36:42.976277 281473480882848 failure_handler_test.py:195] epoch 7 finished [worker-2]: INFO:tensorflow:Training finished. [worker-2]: I1227 03:36:42.977633 281473480882848 failure_handler_test.py:245] Training finished. [worker-0]: I1227 03:36:42.125326 281473480882848 cross_device_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]: I1227 03:36:42.177032 281473480882848 cross_device_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]: I1227 03:36:42.229154 281473480882848 cross_device_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]: I1227 03:36:42.280851 281473480882848 cross_device_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]: I1227 03:36:42.332813 281473480882848 cross_device_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]: I1227 03:36:42.384507 281473480882848 cross_device_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]: I1227 03:36:42.436497 281473480882848 cross_device_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]: I1227 03:36:42.489354 281473480882848 cross_device_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]: I1227 03:36:42.671351 281473480882848 cross_device_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]: I1227 03:36:42.733643 281473480882848 cross_device_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]: I1227 03:36:42.928707 281473480882848 cross_device_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-0]: I1227 03:36:42.976111 281473480882848 failure_handler_test.py:195] epoch 7 finished [worker-0]: INFO:tensorflow:Training finished. [worker-0]: I1227 03:36:42.977430 281473480882848 failure_handler_test.py:245] Training finished. ================================================================================ ==================== Test output for //tensorflow/core/grappler/optimizers:mkl_remapper_test: 2023-12-27 03:41:23.503985: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. [==========] Running 81 tests from 9 test suites. [----------] Global test environment set-up. [----------] 54 tests from MklRemapperTest [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu_addbcastfalse (401 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu6_addbcastfalse (100 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationElu_addbcastfalse (100 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationLeakyRelu_addbcastfalse (100 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddN" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu_addbcastfalse (107 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu6_addbcastfalse (105 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationElu_addbcastfalse (105 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationLeakyRelu_addbcastfalse (96 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddN" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse (59 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcastfalse (157 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcastfalse (97 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcastfalse (111 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcastfalse (95 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse (100 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcastfalse (166 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcastfalse (135 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcastfalse (261 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcastfalse (291 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse (92 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcasttrue (52 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcasttrue (51 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcasttrue (53 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcasttrue (69 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcasttrue (42 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcasttrue (86 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcasttrue (80 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcasttrue (93 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcasttrue (85 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcasttrue (37 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcastfalse (109 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcastfalse (165 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcastfalse (126 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcastfalse (94 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddV2" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse (59 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcastfalse (105 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcastfalse (143 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcastfalse (125 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcastfalse (109 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddV2" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcasttrue (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcasttrue (32 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcasttrue (37 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcasttrue (36 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcasttrue (38 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcasttrue (57 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcasttrue (62 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcasttrue (56 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcasttrue (51 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcasttrue (57 ms) [ RUN ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.op() Which is: "BiasAdd" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.input_size() Which is: 2 3 [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT (2 ms) [ RUN ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.op() Which is: "BiasAdd" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.input_size() Which is: 2 3 [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 (2 ms) [ RUN ] MklRemapperTest.FuseBatchNormWithRelu [ OK ] MklRemapperTest.FuseBatchNormWithRelu (174 ms) [ RUN ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:514: Failure Expected equality of these values: "_FusedMatMul" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:515: Failure Expected equality of these values: "input" node.input(0) Which is: "bias_add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:516: Failure Expected equality of these values: "filter" node.input(1) Which is: "input_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd (1 ms) [----------] 54 tests from MklRemapperTest (5175 ms total) [----------] 2 tests from RelpaceAddWithBiasAddTest [ RUN ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:621: Failure Expected equality of these values: node.op() Which is: "AddV2" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:622: Failure Expected: (node.input_size()) >= (3), actual: 2 vs 3 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 (2 ms) [ RUN ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:621: Failure Expected equality of these values: node.op() Which is: "Add" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:622: Failure Expected: (node.input_size()) >= (3), actual: 2 vs 3 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add (2 ms) [----------] 2 tests from RelpaceAddWithBiasAddTest (4 ms total) [----------] 4 tests from FusedMatMulBiasAddAndGeluTest [ RUN ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact [ OK ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact (13 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:768: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedMatMulBiasAddAndGelu with bfloat16. [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact (0 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact2 [ OK ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact2 (28 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:777: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedMatMulBiasAddAndGelu with bfloat16. [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 (0 ms) [----------] 4 tests from FusedMatMulBiasAddAndGeluTest (42 ms total) [----------] 2 tests from MklFusedBatchMatMul [ RUN ] MklFusedBatchMatMul.MulAndAdd tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd (97 ms) [ RUN ] MklFusedBatchMatMul.MulAndAdd2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd2 (77 ms) [----------] 2 tests from MklFusedBatchMatMul (175 ms total) [----------] 2 tests from MklRemapperSwishTest [ RUN ] MklRemapperSwishTest.F32 [ OK ] MklRemapperSwishTest.F32 (26 ms) [ RUN ] MklRemapperSwishTest.BF16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1083: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklRemapperSwish with bfloat16. [ SKIPPED ] MklRemapperSwishTest.BF16 (0 ms) [----------] 2 tests from MklRemapperSwishTest (26 ms total) [----------] 2 tests from MklRemapperConv2dBiasAddSwishTest [ RUN ] MklRemapperConv2dBiasAddSwishTest.F32 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1138: Failure Expected equality of these values: node.op() Which is: "_MklSwish" "_FusedConv2D" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1139: Failure Expected equality of these values: node.input_size() Which is: 1 3 [ FAILED ] MklRemapperConv2dBiasAddSwishTest.F32 (1 ms) [ RUN ] MklRemapperConv2dBiasAddSwishTest.BF16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1169: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklRemapperConv2dBiasAddSwish with bfloat16. [ SKIPPED ] MklRemapperConv2dBiasAddSwishTest.BF16 (0 ms) [----------] 2 tests from MklRemapperConv2dBiasAddSwishTest (1 ms total) [----------] 1 test from MklRemapperConv2dFusedBatchNormSwishTest [ RUN ] MklRemapperConv2dFusedBatchNormSwishTest.F32 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1234: Failure Expected equality of these values: node.op() Which is: "_MklSwish" "_FusedConv2D" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1235: Failure Expected equality of these values: node.input_size() Which is: 1 6 [ FAILED ] MklRemapperConv2dFusedBatchNormSwishTest.F32 (1 ms) [----------] 1 test from MklRemapperConv2dFusedBatchNormSwishTest (1 ms total) [----------] 8 tests from MklFuseInstanceNormTest [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NDHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NDHWC (65 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NCDHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NCDHW (28 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NHWC (65 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NCHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NCHW (35 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NDHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NDHWC (202 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NCDHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NCDHW (86 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NHWC (88 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NCHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NCHW (63 ms) [----------] 8 tests from MklFuseInstanceNormTest (637 ms total) [----------] 6 tests from FusedConvBiasAddAndHardSwishTest [ RUN ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast (0 ms) [----------] 6 tests from FusedConvBiasAddAndHardSwishTest (0 ms total) [----------] Global test environment tear-down [==========] 81 tests from 9 test suites ran. (6065 ms total) [ PASSED ] 56 tests. [ SKIPPED ] 12 tests, listed below: [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd2 [ SKIPPED ] MklRemapperSwishTest.BF16 [ SKIPPED ] MklRemapperConv2dBiasAddSwishTest.BF16 [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast [ FAILED ] 13 tests, listed below: [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 [ FAILED ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add [ FAILED ] MklRemapperConv2dBiasAddSwishTest.F32 [ FAILED ] MklRemapperConv2dFusedBatchNormSwishTest.F32 13 FAILED TESTS ================================================================================ ==================== Test output for //tensorflow/core/grappler/optimizers:mkl_remapper_test: 2023-12-27 03:41:31.585907: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. [==========] Running 81 tests from 9 test suites. [----------] Global test environment set-up. [----------] 54 tests from MklRemapperTest [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu_addbcastfalse (263 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu6_addbcastfalse (112 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationElu_addbcastfalse (133 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationLeakyRelu_addbcastfalse (144 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddN" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse (135 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu_addbcastfalse (186 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu6_addbcastfalse (201 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationElu_addbcastfalse (188 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationLeakyRelu_addbcastfalse (146 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddN" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse (244 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcastfalse (113 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcastfalse (110 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcastfalse (112 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcastfalse (110 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcastfalse (305 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcastfalse (246 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcastfalse (173 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcastfalse (141 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcasttrue (47 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcasttrue (52 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcasttrue (43 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcasttrue (46 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcasttrue (81 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcasttrue (86 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcasttrue (56 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcasttrue (102 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcasttrue (122 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcasttrue (97 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcastfalse (154 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcastfalse (135 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcastfalse (106 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcastfalse (109 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddV2" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse (100 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcastfalse (122 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcastfalse (128 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcastfalse (132 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcastfalse (128 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddV2" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse (79 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcasttrue (104 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcasttrue (37 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcasttrue (37 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcasttrue (36 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcasttrue (31 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcasttrue (49 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcasttrue (40 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcasttrue (43 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcasttrue (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcasttrue (59 ms) [ RUN ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.op() Which is: "BiasAdd" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.input_size() Which is: 2 3 [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT (3 ms) [ RUN ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.op() Which is: "BiasAdd" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.input_size() Which is: 2 3 [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 (2 ms) [ RUN ] MklRemapperTest.FuseBatchNormWithRelu [ OK ] MklRemapperTest.FuseBatchNormWithRelu (113 ms) [ RUN ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:514: Failure Expected equality of these values: "_FusedMatMul" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:515: Failure Expected equality of these values: "input" node.input(0) Which is: "bias_add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:516: Failure Expected equality of these values: "filter" node.input(1) Which is: "input_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd (1 ms) [----------] 54 tests from MklRemapperTest (5889 ms total) [----------] 2 tests from RelpaceAddWithBiasAddTest [ RUN ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:621: Failure Expected equality of these values: node.op() Which is: "AddV2" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:622: Failure Expected: (node.input_size()) >= (3), actual: 2 vs 3 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 (2 ms) [ RUN ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:621: Failure Expected equality of these values: node.op() Which is: "Add" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:622: Failure Expected: (node.input_size()) >= (3), actual: 2 vs 3 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add (2 ms) [----------] 2 tests from RelpaceAddWithBiasAddTest (5 ms total) [----------] 4 tests from FusedMatMulBiasAddAndGeluTest [ RUN ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact [ OK ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact (18 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:768: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedMatMulBiasAddAndGelu with bfloat16. [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact (0 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact2 [ OK ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact2 (34 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:777: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedMatMulBiasAddAndGelu with bfloat16. [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 (0 ms) [----------] 4 tests from FusedMatMulBiasAddAndGeluTest (53 ms total) [----------] 2 tests from MklFusedBatchMatMul [ RUN ] MklFusedBatchMatMul.MulAndAdd tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd (87 ms) [ RUN ] MklFusedBatchMatMul.MulAndAdd2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd2 (110 ms) [----------] 2 tests from MklFusedBatchMatMul (197 ms total) [----------] 2 tests from MklRemapperSwishTest [ RUN ] MklRemapperSwishTest.F32 [ OK ] MklRemapperSwishTest.F32 (24 ms) [ RUN ] MklRemapperSwishTest.BF16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1083: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklRemapperSwish with bfloat16. [ SKIPPED ] MklRemapperSwishTest.BF16 (0 ms) [----------] 2 tests from MklRemapperSwishTest (24 ms total) [----------] 2 tests from MklRemapperConv2dBiasAddSwishTest [ RUN ] MklRemapperConv2dBiasAddSwishTest.F32 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1138: Failure Expected equality of these values: node.op() Which is: "_MklSwish" "_FusedConv2D" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1139: Failure Expected equality of these values: node.input_size() Which is: 1 3 [ FAILED ] MklRemapperConv2dBiasAddSwishTest.F32 (1 ms) [ RUN ] MklRemapperConv2dBiasAddSwishTest.BF16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1169: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklRemapperConv2dBiasAddSwish with bfloat16. [ SKIPPED ] MklRemapperConv2dBiasAddSwishTest.BF16 (0 ms) [----------] 2 tests from MklRemapperConv2dBiasAddSwishTest (1 ms total) [----------] 1 test from MklRemapperConv2dFusedBatchNormSwishTest [ RUN ] MklRemapperConv2dFusedBatchNormSwishTest.F32 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1234: Failure Expected equality of these values: node.op() Which is: "_MklSwish" "_FusedConv2D" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1235: Failure Expected equality of these values: node.input_size() Which is: 1 6 [ FAILED ] MklRemapperConv2dFusedBatchNormSwishTest.F32 (1 ms) [----------] 1 test from MklRemapperConv2dFusedBatchNormSwishTest (1 ms total) [----------] 8 tests from MklFuseInstanceNormTest [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NDHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NDHWC (70 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NCDHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NCDHW (41 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NHWC (36 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NCHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NCHW (30 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NDHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NDHWC (98 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NCDHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NCDHW (48 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NHWC (69 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NCHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NCHW (92 ms) [----------] 8 tests from MklFuseInstanceNormTest (488 ms total) [----------] 6 tests from FusedConvBiasAddAndHardSwishTest [ RUN ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast (0 ms) [----------] 6 tests from FusedConvBiasAddAndHardSwishTest (0 ms total) [----------] Global test environment tear-down [==========] 81 tests from 9 test suites ran. (6662 ms total) [ PASSED ] 56 tests. [ SKIPPED ] 12 tests, listed below: [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd2 [ SKIPPED ] MklRemapperSwishTest.BF16 [ SKIPPED ] MklRemapperConv2dBiasAddSwishTest.BF16 [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast [ FAILED ] 13 tests, listed below: [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 [ FAILED ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add [ FAILED ] MklRemapperConv2dBiasAddSwishTest.F32 [ FAILED ] MklRemapperConv2dFusedBatchNormSwishTest.F32 13 FAILED TESTS ================================================================================ ==================== Test output for //tensorflow/core/grappler/optimizers:mkl_remapper_test: 2023-12-27 03:41:40.433478: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. [==========] Running 81 tests from 9 test suites. [----------] Global test environment set-up. [----------] 54 tests from MklRemapperTest [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu_addbcastfalse (173 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationRelu6_addbcastfalse (109 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationElu_addbcastfalse (118 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationLeakyRelu_addbcastfalse (211 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddN" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse (65 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu_addbcastfalse (159 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationRelu6_addbcastfalse (134 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationElu_addbcastfalse (102 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationLeakyRelu_addbcastfalse (108 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddN" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse (100 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcastfalse (117 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcastfalse (96 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcastfalse (93 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcastfalse (89 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcastfalse (128 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcastfalse (90 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcastfalse (100 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcastfalse (99 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu_addbcasttrue (35 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationRelu6_addbcasttrue (53 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationElu_addbcasttrue (53 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationLeakyRelu_addbcasttrue (34 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcasttrue (30 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu_addbcasttrue (61 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationRelu6_addbcasttrue (70 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationElu_addbcasttrue (76 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationLeakyRelu_addbcasttrue (76 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcasttrue (49 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcastfalse (104 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcastfalse (215 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcastfalse (111 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcastfalse (93 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddV2" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse (60 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcastfalse (98 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcastfalse (128 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcastfalse (95 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcastfalse [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcastfalse (91 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:141: Failure Expected equality of these values: "_FusedConv2D" node.op() Which is: "AddV2" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:142: Failure Expected equality of these values: "input" node.input(0) Which is: "input_addn" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:143: Failure Expected equality of these values: "filter" node.input(1) Which is: "bias_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse (291 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu_addbcasttrue (65 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationRelu6_addbcasttrue (31 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationElu_addbcasttrue (33 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationLeakyRelu_addbcasttrue (31 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcasttrue (31 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu_addbcasttrue (47 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationRelu6_addbcasttrue (53 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationElu_addbcasttrue (34 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationLeakyRelu_addbcasttrue (47 ms) [ RUN ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcasttrue [ OK ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcasttrue (86 ms) [ RUN ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.op() Which is: "BiasAdd" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.input_size() Which is: 2 3 [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT (2 ms) [ RUN ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.op() Which is: "BiasAdd" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:311: Failure Expected equality of these values: node.input_size() Which is: 2 3 [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 (2 ms) [ RUN ] MklRemapperTest.FuseBatchNormWithRelu [ OK ] MklRemapperTest.FuseBatchNormWithRelu (105 ms) [ RUN ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:514: Failure Expected equality of these values: "_FusedMatMul" node.op() Which is: "Add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:515: Failure Expected equality of these values: "input" node.input(0) Which is: "bias_add" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:516: Failure Expected equality of these values: "filter" node.input(1) Which is: "input_add" [libprotobuf FATAL external/com_google_protobuf/src/google/protobuf/map.h:1293] CHECK failed: it != end(): key not found: num_args unknown file: Failure C++ exception with description "CHECK failed: it != end(): key not found: num_args" thrown in the test body. [ FAILED ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd (1 ms) [----------] 54 tests from MklRemapperTest (4969 ms total) [----------] 2 tests from RelpaceAddWithBiasAddTest [ RUN ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:621: Failure Expected equality of these values: node.op() Which is: "AddV2" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:622: Failure Expected: (node.input_size()) >= (3), actual: 2 vs 3 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 (2 ms) [ RUN ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:621: Failure Expected equality of these values: node.op() Which is: "Add" "_FusedDepthwiseConv2dNative" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:622: Failure Expected: (node.input_size()) >= (3), actual: 2 vs 3 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add (2 ms) [----------] 2 tests from RelpaceAddWithBiasAddTest (4 ms total) [----------] 4 tests from FusedMatMulBiasAddAndGeluTest [ RUN ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact [ OK ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact (12 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:768: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedMatMulBiasAddAndGelu with bfloat16. [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact (0 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact2 [ OK ] FusedMatMulBiasAddAndGeluTest.Float32GeluExact2 (21 ms) [ RUN ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:777: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedMatMulBiasAddAndGelu with bfloat16. [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 (0 ms) [----------] 4 tests from FusedMatMulBiasAddAndGeluTest (39 ms total) [----------] 2 tests from MklFusedBatchMatMul [ RUN ] MklFusedBatchMatMul.MulAndAdd tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:788: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd (87 ms) [ RUN ] MklFusedBatchMatMul.MulAndAdd2 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:883: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklFusedBatchMatMul with bfloat16. [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd2 (594 ms) [----------] 2 tests from MklFusedBatchMatMul (682 ms total) [----------] 2 tests from MklRemapperSwishTest [ RUN ] MklRemapperSwishTest.F32 [ OK ] MklRemapperSwishTest.F32 (21 ms) [ RUN ] MklRemapperSwishTest.BF16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1083: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklRemapperSwish with bfloat16. [ SKIPPED ] MklRemapperSwishTest.BF16 (0 ms) [----------] 2 tests from MklRemapperSwishTest (21 ms total) [----------] 2 tests from MklRemapperConv2dBiasAddSwishTest [ RUN ] MklRemapperConv2dBiasAddSwishTest.F32 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1138: Failure Expected equality of these values: node.op() Which is: "_MklSwish" "_FusedConv2D" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1139: Failure Expected equality of these values: node.input_size() Which is: 1 3 [ FAILED ] MklRemapperConv2dBiasAddSwishTest.F32 (1 ms) [ RUN ] MklRemapperConv2dBiasAddSwishTest.BF16 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1169: Skipped Intel oneDNN with bfloat16 is not supported, skipping MklRemapperConv2dBiasAddSwish with bfloat16. [ SKIPPED ] MklRemapperConv2dBiasAddSwishTest.BF16 (0 ms) [----------] 2 tests from MklRemapperConv2dBiasAddSwishTest (1 ms total) [----------] 1 test from MklRemapperConv2dFusedBatchNormSwishTest [ RUN ] MklRemapperConv2dFusedBatchNormSwishTest.F32 tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1234: Failure Expected equality of these values: node.op() Which is: "_MklSwish" "_FusedConv2D" tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1235: Failure Expected equality of these values: node.input_size() Which is: 1 6 [ FAILED ] MklRemapperConv2dFusedBatchNormSwishTest.F32 (1 ms) [----------] 1 test from MklRemapperConv2dFusedBatchNormSwishTest (1 ms total) [----------] 8 tests from MklFuseInstanceNormTest [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NDHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NDHWC (44 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NCDHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm5D_FP32_NCDHW (32 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NHWC (74 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NCHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNorm4D_FP32_NCHW (26 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NDHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NDHWC (179 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NCDHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation5D_FP32_NCDHW (69 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NHWC [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NHWC (88 ms) [ RUN ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NCHW [ OK ] MklFuseInstanceNormTest.FuseMklInstanceNormWithActivation4D_FP32_NCHW (59 ms) [----------] 8 tests from MklFuseInstanceNormTest (575 ms total) [----------] 6 tests from FusedConvBiasAddAndHardSwishTest [ RUN ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast (0 ms) [ RUN ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast tensorflow/core/grappler/optimizers/mkl_remapper_test.cc:1563: Skipped Intel oneDNN with bfloat16 is not supported, skipping FusedConvBiasAddAndHardSwishTest with bfloat16. [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast (0 ms) [----------] 6 tests from FusedConvBiasAddAndHardSwishTest (0 ms total) [----------] Global test environment tear-down [==========] 81 tests from 9 test suites ran. (6296 ms total) [ PASSED ] 56 tests. [ SKIPPED ] 12 tests, listed below: [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact [ SKIPPED ] FusedMatMulBiasAddAndGeluTest.BFloat16GeluExact2 [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd [ SKIPPED ] MklFusedBatchMatMul.MulAndAdd2 [ SKIPPED ] MklRemapperSwishTest.BF16 [ SKIPPED ] MklRemapperConv2dBiasAddSwishTest.BF16 [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32Conv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Float32DWConv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwish [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16Conv2DBiasHardSwishWithCast [ SKIPPED ] FusedConvBiasAddAndHardSwishTest.Bfloat16DWConv2DBiasHardSwishWithCast [ FAILED ] 13 tests, listed below: [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddN_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAdd_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NHWC_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseConv2DWithBiasAndAddV2_NCHW_activationNone_addbcastfalse [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_FLOAT [ FAILED ] MklRemapperTest.FuseDepthwiseConv2DWithBiasAndActivation_DT_BFLOAT16 [ FAILED ] MklRemapperTest.FuseMatMulWithBiasAddAndAdd [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_AddV2 [ FAILED ] RelpaceAddWithBiasAddTest.RelpaceAddWithBiasAddDepthConv2D_Add [ FAILED ] MklRemapperConv2dBiasAddSwishTest.F32 [ FAILED ] MklRemapperConv2dFusedBatchNormSwishTest.F32 13 FAILED TESTS ================================================================================ //tensorflow/c:c_api_experimental_test PASSED in 30.6s //tensorflow/c:c_api_function_test PASSED in 25.8s //tensorflow/c:c_api_test_cpu PASSED in 27.8s //tensorflow/c:c_test PASSED in 29.5s //tensorflow/c:env_test_cpu PASSED in 23.5s //tensorflow/c:kernels_test_cpu PASSED in 42.0s //tensorflow/c:ops_test PASSED in 24.5s //tensorflow/c:tf_status_helper_test PASSED in 0.3s //tensorflow/c:while_loop_test PASSED in 29.0s //tensorflow/c/eager:c_api_cluster_test_cpu PASSED in 31.3s //tensorflow/c/eager:c_api_remote_function_test_cpu PASSED in 30.5s //tensorflow/c/eager:c_api_remote_test_cpu PASSED in 29.3s //tensorflow/c/eager:c_api_test_cpu PASSED in 42.9s //tensorflow/c/eager:custom_device_test PASSED in 34.6s //tensorflow/c/eager:dlpack_test_cpu PASSED in 31.3s //tensorflow/c/eager/parallel_device:parallel_device_lib_test PASSED in 24.8s //tensorflow/c/eager/parallel_device:parallel_device_remote_test PASSED in 34.7s //tensorflow/c/eager/parallel_device:parallel_device_test PASSED in 30.2s //tensorflow/c/experimental/filesystem/plugins/gcs:expiring_lru_cache_test PASSED in 0.2s //tensorflow/c/experimental/filesystem/plugins/gcs:ram_file_block_cache_test PASSED in 2.9s //tensorflow/c/experimental/grappler:grappler_test PASSED in 23.3s //tensorflow/c/experimental/next_pluggable_device:tensor_pjrt_buffer_util_test PASSED in 6.9s //tensorflow/c/experimental/ops/gen/common:case_format_test PASSED in 0.4s //tensorflow/c/experimental/ops/gen/cpp:cpp_generator_test PASSED in 0.6s //tensorflow/c/experimental/ops/gen/cpp/renderers:renderer_test PASSED in 1.2s //tensorflow/c/experimental/saved_model/core:constant_loading_test PASSED in 17.4s //tensorflow/c/experimental/saved_model/core:object_graph_traversal_test PASSED in 10.9s //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 11.3s //tensorflow/c/experimental/saved_model/core:tf_concrete_function_loading_test PASSED in 12.5s //tensorflow/c/experimental/saved_model/core/ops:restore_ops_test PASSED in 17.0s //tensorflow/c/experimental/saved_model/core/ops:variable_ops_test PASSED in 12.7s //tensorflow/c/experimental/saved_model/internal:saved_model_api_test PASSED in 31.3s //tensorflow/c/experimental/stream_executor:stream_executor_test PASSED in 0.3s //tensorflow/c/kernels:bitcast_op_test PASSED in 0.5s //tensorflow/c/kernels:summary_op_benchmark_test PASSED in 0.6s //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 0.3s //tensorflow/cc:client_client_session_test PASSED in 2.2s //tensorflow/cc:coordinator_test PASSED in 4.9s //tensorflow/cc:framework_cc_ops_test PASSED in 2.1s //tensorflow/cc:framework_gradient_checker_test PASSED in 2.8s //tensorflow/cc:framework_gradients_test PASSED in 5.7s //tensorflow/cc:framework_scope_test PASSED in 0.5s //tensorflow/cc:framework_while_gradients_test PASSED in 2.7s //tensorflow/cc:gradients_array_grad_test PASSED in 11.3s //tensorflow/cc:gradients_data_flow_grad_test PASSED in 3.2s //tensorflow/cc:gradients_functional_grad_test PASSED in 3.0s //tensorflow/cc:gradients_image_grad_test PASSED in 6.5s //tensorflow/cc:gradients_linalg_grad_test PASSED in 16.7s //tensorflow/cc:gradients_manip_grad_test PASSED in 2.1s //tensorflow/cc:gradients_math_grad_test PASSED in 7.5s //tensorflow/cc:gradients_nn_grad_test PASSED in 20.4s //tensorflow/cc:gradients_resource_variable_grad_test PASSED in 2.6s //tensorflow/cc:ops_const_op_test PASSED in 0.5s //tensorflow/cc:ops_while_loop_test PASSED in 2.4s //tensorflow/cc:queue_runner_test PASSED in 12.6s //tensorflow/cc/experimental/base/tests:tensor_test PASSED in 0.1s //tensorflow/cc/experimental/base/tests:tensorhandle_test PASSED in 29.9s //tensorflow/cc/experimental/libexport:load_test PASSED in 0.3s //tensorflow/cc/experimental/libexport:save_test PASSED in 1.5s //tensorflow/cc/experimental/libtf:libtf_module_test PASSED in 26.2s //tensorflow/cc/experimental/libtf:libtf_object_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_perf_test PASSED in 0.1s //tensorflow/cc/experimental/libtf:libtf_runtime_test PASSED in 28.5s //tensorflow/cc/experimental/libtf:libtf_transform_test PASSED in 29.5s //tensorflow/cc/experimental/libtf:libtf_value_test PASSED in 0.2s //tensorflow/cc/experimental/libtf:libtf_visit_test PASSED in 0.5s //tensorflow/cc/experimental/libtf/impl:iostream_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:none_test PASSED in 0.6s //tensorflow/cc/experimental/libtf/impl:scalars_test PASSED in 0.1s //tensorflow/cc/experimental/libtf/impl:string_test PASSED in 0.5s //tensorflow/cc/experimental/libtf/impl:tensor_spec_test PASSED in 0.1s //tensorflow/cc/saved_model:bundle_v2_test PASSED in 0.1s //tensorflow/cc/saved_model:fingerprinting_chunked_test PASSED in 0.2s //tensorflow/cc/saved_model:fingerprinting_test PASSED in 1.1s //tensorflow/cc/saved_model:fingerprinting_utils_test PASSED in 0.5s //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 8.8s //tensorflow/cc/saved_model:saved_model_bundle_test PASSED in 16.9s //tensorflow/cc/saved_model:util_test PASSED in 0.2s //tensorflow/cc/saved_model/experimental/tests:saved_model_api_test PASSED in 29.1s //tensorflow/cc/tools:freeze_saved_model_test PASSED in 3.0s //tensorflow/compiler/aot:codegen_test PASSED in 26.9s //tensorflow/compiler/jit:compilability_check_util_test PASSED in 17.4s //tensorflow/compiler/jit:deadness_analysis_test PASSED in 8.3s //tensorflow/compiler/jit:device_compilation_cache_test PASSED in 5.4s //tensorflow/compiler/jit:device_compilation_cluster_signature_test PASSED in 8.7s //tensorflow/compiler/jit:device_compilation_profiler_test PASSED in 23.0s //tensorflow/compiler/jit:device_compiler_client_test PASSED in 4.8s //tensorflow/compiler/jit:device_compiler_disable_test PASSED in 19.2s //tensorflow/compiler/jit:device_executable_persistor_test PASSED in 21.2s //tensorflow/compiler/jit:device_util_test PASSED in 5.1s //tensorflow/compiler/jit:encapsulate_util_test PASSED in 0.8s //tensorflow/compiler/jit:node_matchers_test PASSED in 0.7s //tensorflow/compiler/jit:resource_operation_safety_analysis_test PASSED in 8.4s //tensorflow/compiler/jit:shape_inference_test PASSED in 0.9s //tensorflow/compiler/jit:xla_activity_listener_test PASSED in 24.3s //tensorflow/compiler/jit:xla_cluster_util_test PASSED in 8.7s //tensorflow/compiler/jit:xla_compile_util_test PASSED in 9.3s //tensorflow/compiler/jit:xla_kernel_creator_test PASSED in 7.7s //tensorflow/compiler/jit:xla_launch_util_test PASSED in 23.2s //tensorflow/compiler/jit/tests:auto_clustering_test PASSED in 22.7s //tensorflow/compiler/mlir:mlir_graph_optimization_pass_test PASSED in 16.3s //tensorflow/compiler/mlir:register_common_dialects_test PASSED in 16.5s //tensorflow/compiler/mlir/lite:lstm_utils_test PASSED in 0.6s //tensorflow/compiler/mlir/lite:offset_buffer_test PASSED in 0.1s //tensorflow/compiler/mlir/lite:perception_ops_utils_test PASSED in 1.0s //tensorflow/compiler/mlir/lite:size_utils_test PASSED in 0.1s //tensorflow/compiler/mlir/lite:tftext_utils_test PASSED in 0.6s //tensorflow/compiler/mlir/lite/debug:debug_test PASSED in 0.8s //tensorflow/compiler/mlir/lite/experimental/remat:rematerializer_test PASSED in 0.9s //tensorflow/compiler/mlir/lite/experimental/tac:execution_metadata_exporter_test PASSED in 5.8s //tensorflow/compiler/mlir/lite/experimental/tac/tests:compute-cost.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/experimental/tac/tests:device-transform-gpu.mlir.test PASSED in 1.2s //tensorflow/compiler/mlir/lite/experimental/tac/tests:device-transform-nnapi.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/experimental/tac/tests:fold-constants-to-subgraph.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/lite/experimental/tac/tests:get-alternative-subgraph.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/experimental/tac/tests:get-op-cost.mlir.test PASSED in 1.4s //tensorflow/compiler/mlir/lite/experimental/tac/tests:pick-subgraphs.mlir.test PASSED in 1.2s //tensorflow/compiler/mlir/lite/experimental/tac/tests:raise-target-subgraphs.mlir.test PASSED in 1.3s //tensorflow/compiler/mlir/lite/experimental/tac/tests:tac-filter.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/lite/experimental/tac/tests:target-annotation.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/experimental/tac/tests/e2e:device-transform-nnapi.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/lite/experimental/tac/tests/e2e:simple-graph.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/metrics:error_collector_inst_test PASSED in 0.5s //tensorflow/compiler/mlir/lite/quantization:numerical_utils_test PASSED in 0.1s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:fallback_to_flex_ops_default.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:fallback_to_flex_ops_legacy.mlir.test PASSED in 1.8s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:tf_to_quant.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/quantization/tensorflow/tests:tf_to_quant_4bit.mlir.test PASSED in 0.9s //tensorflow/compiler/mlir/lite/quantization/tests:import_quant_stats.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:call_xla_module_to_stablehlo.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:compose-uniform-quantized-type.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/lite/stablehlo/tests:fold_broadcast.mlir.test PASSED in 1.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:fuse_mhlo_convolution.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-inplaceupdate.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-skip-quantization-ops.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tf-fb-tf.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-add.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-broadcast_in_dim.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-clamp.mlir.test PASSED in 1.1s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-compare.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-concat.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-constant.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-conv.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-dot.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-gather.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-max.mlir.test PASSED in 1.5s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-mul.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-pad.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-reshape.mlir.test PASSED in 1.0s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-rsqrt.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-scatter.mlir.test PASSED in 1.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl-sub.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-stablehlo-tfl.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-add.mlir.test PASSED in 1.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-broadcast.mlir.test PASSED in 1.2s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-clamp.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-concat.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-constant.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-conv.mlir.test PASSED in 0.8s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-max.mlir.test PASSED in 0.7s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-mul.mlir.test PASSED in 0.6s //tensorflow/compiler/mlir/lite/stablehlo/tests:legalize-tfl-stablehlo-pad.mlir.test PASSED in 0.7s 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//tensorflow/compiler/tests:lstm_test_cpu PASSED in 41.2s //tensorflow/compiler/tests:manip_ops_test_cpu PASSED in 17.1s //tensorflow/compiler/tests:manip_ops_test_cpu_mlir_bridge_test PASSED in 16.3s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu PASSED in 25.7s //tensorflow/compiler/tests:matrix_inverse_op_test_cpu_mlir_bridge_test PASSED in 23.1s //tensorflow/compiler/tests:matrix_solve_op_test_cpu PASSED in 12.0s //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test PASSED in 17.5s //tensorflow/compiler/tests:momentum_test_cpu PASSED in 17.9s //tensorflow/compiler/tests:nary_ops_test_cpu PASSED in 11.5s //tensorflow/compiler/tests:nary_ops_test_cpu_mlir_bridge_test PASSED in 13.5s //tensorflow/compiler/tests:nullary_ops_test_cpu PASSED in 11.7s //tensorflow/compiler/tests:nullary_ops_test_cpu_mlir_bridge_test PASSED in 11.2s //tensorflow/compiler/tests:placeholder_test_cpu PASSED in 13.5s //tensorflow/compiler/tests:placeholder_test_cpu_mlir_bridge_test PASSED in 24.2s //tensorflow/compiler/tests:proximal_adagrad_test_cpu PASSED in 11.3s //tensorflow/compiler/tests:proximal_gradient_descent_test_cpu PASSED in 12.8s //tensorflow/compiler/tests:quantized_ops_test_cpu PASSED in 14.7s //tensorflow/compiler/tests:reduce_window_test_cpu PASSED in 11.5s //tensorflow/compiler/tests:reduce_window_test_cpu_mlir_bridge_test PASSED in 17.8s //tensorflow/compiler/tests:repeat_op_test_cpu PASSED in 16.1s //tensorflow/compiler/tests:repeat_op_test_cpu_mlir_bridge_test PASSED in 20.1s //tensorflow/compiler/tests:reshape_op_test_cpu PASSED in 15.3s //tensorflow/compiler/tests:reshape_op_test_cpu_mlir_bridge_test PASSED in 12.6s //tensorflow/compiler/tests:reverse_ops_test_cpu PASSED in 14.5s //tensorflow/compiler/tests:reverse_ops_test_cpu_mlir_bridge_test PASSED in 15.7s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu PASSED in 11.7s //tensorflow/compiler/tests:reverse_sequence_op_test_cpu_mlir_bridge_test PASSED in 14.1s //tensorflow/compiler/tests:rmsprop_test_cpu PASSED in 15.7s //tensorflow/compiler/tests:scatter_nd_op_test_cpu PASSED in 37.6s //tensorflow/compiler/tests:scatter_nd_op_test_cpu_mlir_bridge_test PASSED in 32.5s //tensorflow/compiler/tests:searchsorted_op_test_cpu PASSED in 13.7s //tensorflow/compiler/tests:searchsorted_op_test_cpu_mlir_bridge_test PASSED in 12.9s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu PASSED in 28.5s //tensorflow/compiler/tests:segment_reduction_ops_test_cpu_mlir_bridge_test PASSED in 32.4s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu PASSED in 24.7s //tensorflow/compiler/tests:self_adjoint_eig_op_test_cpu_mlir_bridge_test PASSED in 20.3s //tensorflow/compiler/tests:slice_ops_test_cpu PASSED in 20.5s //tensorflow/compiler/tests:slice_ops_test_cpu_mlir_bridge_test PASSED in 23.5s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu PASSED in 12.3s //tensorflow/compiler/tests:sparse_to_dense_op_test_cpu_mlir_bridge_test PASSED in 11.5s //tensorflow/compiler/tests:stack_ops_test_cpu PASSED in 12.5s //tensorflow/compiler/tests:tensor_float_32_test_cpu PASSED in 14.5s //tensorflow/compiler/tests:tensor_float_32_test_cpu_mlir_bridge_test PASSED in 15.4s //tensorflow/compiler/tests:tensor_list_ops_test_cpu PASSED in 33.4s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu PASSED in 17.2s //tensorflow/compiler/tests:tridiagonal_matmul_ops_test_cpu_mlir_bridge_test PASSED in 39.6s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu PASSED in 16.3s //tensorflow/compiler/tests:tridiagonal_solve_ops_test_cpu_mlir_bridge_test PASSED in 45.1s //tensorflow/compiler/tests:unique_ops_test_cpu PASSED in 10.1s //tensorflow/compiler/tests:variable_ops_test_cpu PASSED in 31.6s //tensorflow/compiler/tests:variable_ops_test_cpu_mlir_bridge_test PASSED in 21.8s //tensorflow/compiler/tests:where_op_test_cpu PASSED in 20.4s //tensorflow/compiler/tests:while_test_cpu PASSED in 14.7s //tensorflow/compiler/tests:xla_call_module_no_platform_check_test_cpu PASSED in 13.4s //tensorflow/compiler/tests:xla_call_module_no_shape_assertions_check_test_cpu PASSED in 16.2s //tensorflow/compiler/tests:xla_call_module_test_cpu PASSED in 12.7s //tensorflow/compiler/tests:xla_custom_call_ops_test_cpu PASSED in 20.3s //tensorflow/compiler/tests:xla_device_gpu_test_cpu PASSED in 10.2s //tensorflow/compiler/tests:xla_device_test_cpu PASSED in 15.3s //tensorflow/compiler/tests:xla_device_test_cpu_mlir_bridge_test PASSED in 28.6s //tensorflow/compiler/tests:xla_dump_to_test_cpu PASSED in 12.7s //tensorflow/compiler/tests:xla_dump_to_test_cpu_mlir_bridge_test PASSED in 10.4s //tensorflow/compiler/tests:xla_ops_test_cpu PASSED in 38.6s //tensorflow/compiler/tests:xla_ops_test_cpu_mlir_bridge_test PASSED in 43.8s //tensorflow/compiler/tests:xla_test_test PASSED in 27.2s //tensorflow/compiler/tf2xla:const_analysis_test PASSED in 5.5s //tensorflow/compiler/tf2xla:cpu_function_runtime_test PASSED in 0.2s //tensorflow/compiler/tf2xla:functionalize_cond_test PASSED in 0.8s //tensorflow/compiler/tf2xla:functionalize_control_flow_test PASSED in 1.5s //tensorflow/compiler/tf2xla:fused_batchnorm_reserve_space_test_cpu PASSED in 18.7s //tensorflow/compiler/tf2xla:graph_compiler_test PASSED in 5.2s //tensorflow/compiler/tf2xla:literal_util_test PASSED in 0.6s //tensorflow/compiler/tf2xla:resource_operation_table_test PASSED in 5.1s //tensorflow/compiler/tf2xla:resource_util_test_cpu PASSED in 2.2s //tensorflow/compiler/tf2xla:sharding_util_test PASSED in 0.8s //tensorflow/compiler/tf2xla:tf2xla_opset_test PASSED in 8.2s //tensorflow/compiler/tf2xla:tf2xla_test PASSED in 18.3s //tensorflow/compiler/tf2xla:tf2xla_util_test PASSED in 1.0s //tensorflow/compiler/tf2xla:type_util_test PASSED in 0.3s //tensorflow/compiler/tf2xla:xla_compiler_test PASSED in 17.6s //tensorflow/compiler/tf2xla:xla_jit_compiled_cpu_function_test PASSED in 14.0s //tensorflow/compiler/tf2xla:xla_op_registry_test PASSED in 5.1s //tensorflow/compiler/tf2xla/kernels:rng_converter_utils_test PASSED in 1.6s //tensorflow/core:@local_tsl__tsl_lib_core_legacy_lib_core_all_tests PASSED in 0.5s //tensorflow/core:__tensorflow_core_lib_core_legacy_lib_core_all_tests PASSED in 13.0s //tensorflow/core:__tensorflow_core_lib_gtl_legacy_lib_gtl_tests PASSED in 1.0s //tensorflow/core:__tensorflow_core_lib_monitoring_cell_reader_test PASSED in 37.7s //tensorflow/core:__tensorflow_core_lib_monitoring_collection_registry_test PASSED in 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_counter_test PASSED in 0.3s //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 0.1s //tensorflow/core:__tensorflow_core_lib_monitoring_sampler_test PASSED in 0.2s //tensorflow/core:__tensorflow_core_lib_monitoring_test_utils_test PASSED in 0.6s //tensorflow/core:__tensorflow_core_lib_strings_legacy_low_level_library_tests PASSED in 0.4s //tensorflow/core:__tensorflow_core_lib_wav_wav_io_test PASSED in 0.8s //tensorflow/core:__tensorflow_core_util_mkl_util_test_srcs PASSED in 0.6s //tensorflow/core:lib_strings_ordered_code_test PASSED in 1.3s //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 0.4s //tensorflow/core/common_runtime:all_to_all_test_cpu PASSED in 0.7s //tensorflow/core/common_runtime:arg_ret_placement_test PASSED in 0.5s //tensorflow/core/common_runtime:buf_rendezvous_test PASSED in 1.0s //tensorflow/core/common_runtime:collective_executor_mgr_test PASSED in 0.9s //tensorflow/core/common_runtime:collective_param_resolver_local_test PASSED in 4.9s //tensorflow/core/common_runtime:collective_rma_local_test PASSED in 0.8s //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 1.4s //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 0.8s //tensorflow/core/common_runtime:direct_session_test_cpu PASSED in 2.9s //tensorflow/core/common_runtime:direct_session_with_debug_test PASSED in 3.5s //tensorflow/core/common_runtime:direct_session_with_tracking_alloc_test PASSED in 1.1s //tensorflow/core/common_runtime:dynamic_device_mgr_test PASSED in 0.8s //tensorflow/core/common_runtime:eval_const_tensor_test PASSED in 1.5s //tensorflow/core/common_runtime:executor_test PASSED in 2.2s //tensorflow/core/common_runtime:function_optimization_registration_test PASSED in 0.8s //tensorflow/core/common_runtime:function_optimization_registry_no_pass_test PASSED in 0.7s //tensorflow/core/common_runtime:function_optimization_registry_pass_failure_test PASSED in 2.4s //tensorflow/core/common_runtime:function_optimization_registry_test PASSED in 0.9s //tensorflow/core/common_runtime:function_threadpool_test PASSED in 1.2s //tensorflow/core/common_runtime:graph_constructor_test PASSED in 2.2s //tensorflow/core/common_runtime:graph_runner_test PASSED in 0.7s //tensorflow/core/common_runtime:hierarchical_tree_broadcaster_test_cpu PASSED in 4.1s //tensorflow/core/common_runtime:inline_function_utils_test PASSED in 0.4s //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 1.0s //tensorflow/core/common_runtime:lower_case_op_test PASSED in 2.5s //tensorflow/core/common_runtime:lower_function_call_test PASSED in 3.4s //tensorflow/core/common_runtime:lower_functional_ops_test PASSED in 2.6s //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 0.1s //tensorflow/core/common_runtime:no_op_cost_measurement_test PASSED in 0.1s //tensorflow/core/common_runtime:null_request_cost_accessor_test PASSED in 0.1s //tensorflow/core/common_runtime:optimization_registry_test PASSED in 1.3s //tensorflow/core/common_runtime:optimize_cross_host_control_deps_test PASSED in 7.7s //tensorflow/core/common_runtime:optimize_function_graph_utils_test PASSED in 0.6s //tensorflow/core/common_runtime:partitioning_utils_test PASSED in 0.8s //tensorflow/core/common_runtime:pending_counts_test PASSED in 1.1s //tensorflow/core/common_runtime:permuter_test_cpu PASSED in 4.0s //tensorflow/core/common_runtime:placer_inspection_required_ops_utils_test PASSED in 0.8s //tensorflow/core/common_runtime:placer_test PASSED in 1.0s //tensorflow/core/common_runtime:process_function_library_runtime_test_cpu PASSED in 0.5s //tensorflow/core/common_runtime:process_util_test PASSED in 0.1s //tensorflow/core/common_runtime:quantize_training_test PASSED in 2.8s //tensorflow/core/common_runtime:rendezvous_util_test PASSED in 0.1s //tensorflow/core/common_runtime:replicate_constants_pass_test PASSED in 0.9s //tensorflow/core/common_runtime:replicate_per_replica_nodes_test PASSED in 0.8s //tensorflow/core/common_runtime:request_cost_accessor_registry_test PASSED in 2.3s //tensorflow/core/common_runtime:request_cost_test PASSED in 0.2s //tensorflow/core/common_runtime:ring_gatherer_test_cpu PASSED in 2.1s //tensorflow/core/common_runtime:ring_reducer_test_cpu PASSED in 4.9s //tensorflow/core/common_runtime:scoped_allocator_mgr_test PASSED in 4.2s //tensorflow/core/common_runtime:session_test PASSED in 0.8s //tensorflow/core/common_runtime:shape_refiner_test PASSED in 0.9s //tensorflow/core/common_runtime:single_threaded_executor_test PASSED in 1.4s //tensorflow/core/common_runtime:threadpool_device_test PASSED in 0.9s //tensorflow/core/common_runtime:type_inference_test PASSED in 3.0s //tensorflow/core/common_runtime/eager:attr_builder_test PASSED in 28.8s //tensorflow/core/common_runtime/eager:context_test PASSED in 13.4s //tensorflow/core/common_runtime/eager:custom_device_test PASSED in 10.8s //tensorflow/core/common_runtime/eager:eager_executor_test PASSED in 10.0s //tensorflow/core/common_runtime/eager:eager_op_rewrite_registry_test PASSED in 1.1s //tensorflow/core/common_runtime/eager:eager_operation_test PASSED in 11.6s //tensorflow/core/common_runtime/eager:execute_node_test PASSED in 15.6s //tensorflow/core/common_runtime/eager:execute_test PASSED in 28.6s //tensorflow/core/common_runtime/eager:kernel_and_device_test PASSED in 1.2s //tensorflow/core/common_runtime/eager:mkl_eager_op_rewrite_test PASSED in 14.3s //tensorflow/core/common_runtime/eager:placement_test PASSED in 10.9s //tensorflow/core/common_runtime/eager:placement_utils_test PASSED in 13.7s //tensorflow/core/common_runtime/eager:summary_optimizer_test PASSED in 0.2s //tensorflow/core/common_runtime/eager:tensor_handle_data_test PASSED in 12.2s //tensorflow/core/common_runtime/eager:tensor_handle_test PASSED in 10.9s //tensorflow/core/common_runtime/gpu:gpu_device_on_non_gpu_machine_test PASSED in 0.3s //tensorflow/core/common_runtime/gpu:gpu_serving_device_selector_test PASSED in 0.6s //tensorflow/core/common_runtime/next_pluggable_device:c_plugin_coordination_service_agent_test PASSED in 3.2s //tensorflow/core/common_runtime/next_pluggable_device/c:plugin_c_api_test PASSED in 29.7s //tensorflow/core/common_runtime/next_pluggable_device/c:tf_rendezvous_c_api_test PASSED in 0.2s //tensorflow/core/config:flags_py_test PASSED in 12.5s //tensorflow/core/config:flags_test PASSED in 0.1s //tensorflow/core/data:compression_utils_test PASSED in 3.6s //tensorflow/core/data:dataset_utils_test PASSED in 0.7s //tensorflow/core/data:hash_utils_test PASSED in 0.8s //tensorflow/core/data:metric_utils_test PASSED in 5.8s //tensorflow/core/data:name_utils_test PASSED in 0.2s //tensorflow/core/data:rewrite_utils_test PASSED in 0.8s //tensorflow/core/data:serialization_utils_test PASSED in 1.1s //tensorflow/core/data:snapshot_utils_test PASSED in 0.6s //tensorflow/core/data:split_utils_test PASSED in 0.8s //tensorflow/core/data:standalone_save_restore_test PASSED in 2.3s //tensorflow/core/data:standalone_test PASSED in 5.2s //tensorflow/core/data:tfdataz_metrics_test PASSED in 1.7s //tensorflow/core/data:unbounded_thread_pool_test PASSED in 1.3s //tensorflow/core/data:utils_test PASSED in 0.1s //tensorflow/core/data/service:auto_scaler_test PASSED in 0.2s //tensorflow/core/data/service:common_test PASSED in 0.6s //tensorflow/core/data/service:credentials_factory_test PASSED in 0.5s //tensorflow/core/data/service:cross_trainer_cache_test PASSED in 1.6s //tensorflow/core/data/service:data_service_test PASSED in 17.3s //tensorflow/core/data/service:data_transfer_test PASSED in 0.5s //tensorflow/core/data/service:dataset_store_test PASSED in 0.6s //tensorflow/core/data/service:dispatcher_client_test PASSED in 3.6s //tensorflow/core/data/service:dispatcher_state_test PASSED in 0.5s //tensorflow/core/data/service:graph_rewriters_test PASSED in 0.6s //tensorflow/core/data/service:grpc_dispatcher_impl_test PASSED in 2.3s //tensorflow/core/data/service:grpc_util_test PASSED in 14.0s //tensorflow/core/data/service:grpc_worker_impl_test PASSED in 2.3s //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:split_provider_test PASSED in 2.9s //tensorflow/core/data/service:task_runner_test PASSED in 4.5s //tensorflow/core/data/service:test_util_test PASSED in 2.6s //tensorflow/core/data/service:url_test PASSED in 0.6s //tensorflow/core/data/service:utils_test PASSED in 0.4s //tensorflow/core/data/service:validate_utils_test PASSED in 0.2s //tensorflow/core/data/service:worker_client_test PASSED in 3.0s //tensorflow/core/data/service:worker_impl_test PASSED in 3.1s //tensorflow/core/data/service/client:data_service_client_test PASSED in 3.0s //tensorflow/core/data/service/client:utils_test PASSED in 2.8s //tensorflow/core/data/service/client:validate_utils_test PASSED in 1.8s //tensorflow/core/data/service/snapshot:distributed_snapshot_test PASSED in 19.2s //tensorflow/core/data/service/snapshot:file_utils_test PASSED in 0.5s //tensorflow/core/data/service/snapshot:path_utils_test PASSED in 0.2s //tensorflow/core/data/service/snapshot:snapshot_chunk_provider_test PASSED in 0.8s //tensorflow/core/data/service/snapshot:snapshot_manager_test PASSED in 2.8s //tensorflow/core/data/service/snapshot:snapshot_split_provider_test PASSED in 0.7s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_checkpoint_test PASSED in 4.1s //tensorflow/core/data/service/snapshot:snapshot_stream_writer_test PASSED in 4.0s //tensorflow/core/data/service/snapshot:utils_test PASSED in 0.1s //tensorflow/core/debug:debug_graph_utils_test PASSED in 0.4s //tensorflow/core/distributed_runtime:call_options_test PASSED in 0.1s //tensorflow/core/distributed_runtime:cluster_function_library_runtime_test PASSED in 4.4s //tensorflow/core/distributed_runtime:collective_param_resolver_distributed_test PASSED in 2.7s //tensorflow/core/distributed_runtime:collective_rma_distributed_test PASSED in 0.5s //tensorflow/core/distributed_runtime:device_resolver_distributed_test PASSED in 0.5s //tensorflow/core/distributed_runtime:message_wrappers_test PASSED in 0.2s //tensorflow/core/distributed_runtime:partial_run_mgr_test PASSED in 0.4s //tensorflow/core/distributed_runtime:recent_request_ids_test PASSED in 0.2s //tensorflow/core/distributed_runtime:request_id_test PASSED in 0.3s //tensorflow/core/distributed_runtime:rpc_collective_executor_mgr_test PASSED in 0.5s //tensorflow/core/distributed_runtime:server_lib_test PASSED in 0.4s //tensorflow/core/distributed_runtime:session_mgr_test PASSED in 0.7s //tensorflow/core/distributed_runtime:tensor_coding_test PASSED in 0.2s //tensorflow/core/distributed_runtime/coordination:coordination_service_barrier_proxy_test PASSED in 2.6s //tensorflow/core/distributed_runtime/eager:eager_service_impl_test PASSED in 20.6s //tensorflow/core/distributed_runtime/eager:remote_mgr_test PASSED in 11.1s //tensorflow/core/distributed_runtime/integration_test:c_api_multi_client_test_cpu PASSED in 27.7s //tensorflow/core/distributed_runtime/integration_test:c_api_recoverable_jobs_test_cpu PASSED in 45.6s //tensorflow/core/distributed_runtime/integration_test:c_api_session_coordination_test_cpu PASSED in 28.9s //tensorflow/core/distributed_runtime/rpc:grpc_tensor_coding_test PASSED in 4.4s //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 0.6s //tensorflow/core/example:example_parser_configuration_test PASSED in 2.2s //tensorflow/core/example:feature_util_test PASSED in 0.2s //tensorflow/core/framework:allocator_test PASSED in 22.5s //tensorflow/core/framework:attr_value_util_test PASSED in 0.7s //tensorflow/core/framework:batch_util_test PASSED in 1.2s //tensorflow/core/framework:bfloat16_test PASSED in 0.9s //tensorflow/core/framework:common_shape_fns_test PASSED in 0.9s //tensorflow/core/framework:dataset_test PASSED in 1.2s //tensorflow/core/framework:device_base_test PASSED in 0.8s //tensorflow/core/framework:disable_jit_test PASSED in 0.8s //tensorflow/core/framework:framework_op_gen_lib_test PASSED in 0.1s //tensorflow/core/framework:framework_op_segment_test PASSED in 0.8s //tensorflow/core/framework:framework_resource_var_test PASSED in 0.3s //tensorflow/core/framework:framework_run_handler_test PASSED in 2.0s //tensorflow/core/framework:framework_run_handler_util_test PASSED in 3.9s //tensorflow/core/framework:full_type_inference_util_test PASSED in 1.4s //tensorflow/core/framework:full_type_util_test PASSED in 0.9s //tensorflow/core/framework:function_test PASSED in 0.8s //tensorflow/core/framework:graph_def_util_test PASSED in 1.1s //tensorflow/core/framework:graph_to_functiondef_test PASSED in 0.8s //tensorflow/core/framework:kernel_def_builder_test PASSED in 1.2s //tensorflow/core/framework:kernel_def_util_test PASSED in 0.9s //tensorflow/core/framework:memory_types_test PASSED in 1.8s //tensorflow/core/framework:model_test PASSED in 0.9s //tensorflow/core/framework:node_def_builder_test PASSED in 0.9s //tensorflow/core/framework:node_def_util_test PASSED in 1.0s //tensorflow/core/framework:node_properties_test PASSED in 0.8s //tensorflow/core/framework:op_compatibility_test PASSED in 0.9s //tensorflow/core/framework:op_def_builder_test PASSED in 0.9s //tensorflow/core/framework:op_def_util_test PASSED in 0.8s //tensorflow/core/framework:op_kernel_test PASSED in 0.8s //tensorflow/core/framework:op_registration_test PASSED in 1.0s //tensorflow/core/framework:partial_tensor_shape_test PASSED in 1.0s //tensorflow/core/framework:rendezvous_test PASSED in 2.8s //tensorflow/core/framework:resource_handle_test PASSED in 0.4s //tensorflow/core/framework:resource_mgr_test PASSED in 3.9s //tensorflow/core/framework:resource_op_kernel_test PASSED in 0.7s //tensorflow/core/framework:shape_inference_test PASSED in 0.9s //tensorflow/core/framework:shape_inference_testutil_test PASSED in 1.0s 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//tensorflow/core/kernels:mfcc_mel_filterbank_test PASSED in 0.1s //tensorflow/core/kernels:mfcc_op_test_cpu PASSED in 2.6s //tensorflow/core/kernels:mfcc_test PASSED in 0.9s //tensorflow/core/kernels:multinomial_op_test_cpu PASSED in 0.4s //tensorflow/core/kernels:nn_ops_test_cpu PASSED in 1.3s //tensorflow/core/kernels:one_hot_op_test PASSED in 0.4s //tensorflow/core/kernels:ops_testutil_test PASSED in 0.6s //tensorflow/core/kernels:ops_util_test PASSED in 0.1s //tensorflow/core/kernels:parameterized_truncated_normal_op_test_cpu PASSED in 0.7s //tensorflow/core/kernels:parse_tensor_test PASSED in 0.7s //tensorflow/core/kernels:quantization_utils_test PASSED in 1.3s //tensorflow/core/kernels:quantize_and_dequantize_op_test_cpu PASSED in 1.5s //tensorflow/core/kernels:quantize_down_and_shrink_range_op_test PASSED in 1.1s //tensorflow/core/kernels:quantize_op_test PASSED in 0.8s //tensorflow/core/kernels:quantized_activation_ops_test PASSED in 0.5s //tensorflow/core/kernels:quantized_add_op_test PASSED in 1.3s //tensorflow/core/kernels:quantized_batch_norm_op_test PASSED in 0.6s //tensorflow/core/kernels:quantized_bias_add_op_test PASSED in 0.7s //tensorflow/core/kernels:quantized_concat_op_test PASSED in 0.5s //tensorflow/core/kernels:quantized_conv_ops_test PASSED in 13.4s //tensorflow/core/kernels:quantized_instance_norm_test PASSED in 0.9s //tensorflow/core/kernels:quantized_matmul_op_test PASSED in 0.7s //tensorflow/core/kernels:quantized_mul_op_test PASSED in 1.2s //tensorflow/core/kernels:quantized_pooling_ops_test PASSED in 0.8s //tensorflow/core/kernels:quantized_reshape_op_test PASSED in 0.5s //tensorflow/core/kernels:quantized_resize_bilinear_op_test PASSED in 3.6s //tensorflow/core/kernels:ragged_fill_empty_rows_op_test PASSED in 0.7s //tensorflow/core/kernels:ragged_gather_op_test PASSED in 0.7s //tensorflow/core/kernels:ragged_range_op_test PASSED in 0.8s //tensorflow/core/kernels:ragged_tensor_from_variant_op_test 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//tensorflow/core/kernels:reverse_op_test PASSED in 0.7s //tensorflow/core/kernels:roll_op_test PASSED in 1.1s //tensorflow/core/kernels:save_op_test PASSED in 0.6s //tensorflow/core/kernels:save_v2_op_test PASSED in 1.2s //tensorflow/core/kernels:scan_ops_test_cpu PASSED in 0.5s //tensorflow/core/kernels:scatter_nd_op_test_cpu PASSED in 0.5s //tensorflow/core/kernels:scatter_op_test PASSED in 0.9s //tensorflow/core/kernels:scoped_allocator_ops_test_cpu PASSED in 7.4s //tensorflow/core/kernels:sdca_ops_test PASSED in 1.5s //tensorflow/core/kernels:segment_reduction_ops_test PASSED in 0.5s //tensorflow/core/kernels:sendrecv_ops_test PASSED in 0.5s //tensorflow/core/kernels:sequence_ops_test PASSED in 0.5s //tensorflow/core/kernels:shape_ops_test PASSED in 0.7s //tensorflow/core/kernels:slice_op_test PASSED in 0.4s //tensorflow/core/kernels:spacetobatch_benchmark_test_cpu PASSED in 0.4s //tensorflow/core/kernels:sparse_add_op_test PASSED in 0.6s //tensorflow/core/kernels:sparse_dense_binary_op_shared_test PASSED in 0.5s //tensorflow/core/kernels:sparse_fill_empty_rows_op_test_cpu PASSED in 0.5s //tensorflow/core/kernels:sparse_matmul_op_test_cpu PASSED in 1.0s //tensorflow/core/kernels:sparse_reduce_sum_op_test PASSED in 0.5s //tensorflow/core/kernels:sparse_tensor_dense_matmul_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels:sparse_to_dense_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels:sparse_utils_test PASSED in 0.8s //tensorflow/core/kernels:sparse_xent_op_test_cpu PASSED in 0.4s //tensorflow/core/kernels:spectrogram_op_test_cpu PASSED in 2.4s //tensorflow/core/kernels:spectrogram_test PASSED in 0.5s //tensorflow/core/kernels:split_op_test_cpu PASSED in 0.6s //tensorflow/core/kernels:split_v_op_test_cpu PASSED in 0.4s //tensorflow/core/kernels:strided_slice_op_test PASSED in 0.6s //tensorflow/core/kernels:string_format_op_test PASSED in 0.8s //tensorflow/core/kernels:string_ngrams_op_test PASSED in 0.6s //tensorflow/core/kernels:string_split_op_test PASSED in 1.0s //tensorflow/core/kernels:substr_op_test PASSED in 0.4s //tensorflow/core/kernels:summary_audio_op_test PASSED in 0.7s //tensorflow/core/kernels:summary_image_op_test PASSED in 0.5s //tensorflow/core/kernels:summary_op_test PASSED in 1.2s //tensorflow/core/kernels:summary_tensor_op_test PASSED in 0.5s //tensorflow/core/kernels:tensor_cord_test PASSED in 0.3s //tensorflow/core/kernels:tensor_flag_utils_test PASSED in 0.1s //tensorflow/core/kernels:tensor_map_test PASSED in 0.2s //tensorflow/core/kernels:training_ops_test PASSED in 0.8s //tensorflow/core/kernels:transpose_util_test PASSED in 0.6s //tensorflow/core/kernels:unary_ops_composition_test_cpu PASSED in 2.0s //tensorflow/core/kernels:unique_op_test PASSED in 0.6s //tensorflow/core/kernels:variable_ops_test PASSED in 2.1s //tensorflow/core/kernels:while_op_test PASSED in 1.2s //tensorflow/core/kernels:xent_op_test_cpu PASSED in 10.4s //tensorflow/core/kernels/batching_util:basic_batch_scheduler_test PASSED in 0.2s //tensorflow/core/kernels/batching_util:batch_input_task_test PASSED in 0.6s //tensorflow/core/kernels/batching_util:batch_resource_base_test PASSED in 0.2s //tensorflow/core/kernels/batching_util:batch_scheduler_test PASSED in 0.3s //tensorflow/core/kernels/batching_util:bounded_executor_test PASSED in 20.2s //tensorflow/core/kernels/batching_util:input_split_metadata_test PASSED in 0.2s //tensorflow/core/kernels/batching_util:periodic_function_test PASSED in 4.3s //tensorflow/core/kernels/batching_util:serial_device_batch_scheduler_test PASSED in 9.4s //tensorflow/core/kernels/batching_util:shared_batch_scheduler_test PASSED in 3.4s //tensorflow/core/kernels/batching_util:threadsafe_status_test PASSED in 0.7s //tensorflow/core/kernels/data:batch_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:cache_dataset_ops_test PASSED in 1.2s //tensorflow/core/kernels/data:concatenate_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:filter_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:finalize_dataset_op_test PASSED in 0.6s //tensorflow/core/kernels/data:fixed_length_record_dataset_op_test PASSED in 3.1s //tensorflow/core/kernels/data:flat_map_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:get_options_op_test PASSED in 0.5s //tensorflow/core/kernels/data:interleave_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:iterator_ops_test PASSED in 0.8s //tensorflow/core/kernels/data:map_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:map_defun_op_test PASSED in 1.1s //tensorflow/core/kernels/data:optimize_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:options_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:padded_batch_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:parallel_batch_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data:parallel_filter_dataset_op_test PASSED in 1.5s //tensorflow/core/kernels/data:parallel_interleave_dataset_op_test PASSED in 2.0s //tensorflow/core/kernels/data:parallel_map_dataset_op_test PASSED in 1.2s //tensorflow/core/kernels/data:prefetch_autotuner_test PASSED in 0.7s //tensorflow/core/kernels/data:prefetch_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:range_dataset_op_test PASSED in 1.7s //tensorflow/core/kernels/data:reduce_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data:repeat_dataset_op_test PASSED in 2.1s //tensorflow/core/kernels/data:rewrite_dataset_op_test PASSED in 0.6s //tensorflow/core/kernels/data:shard_dataset_op_test PASSED in 1.3s //tensorflow/core/kernels/data:shuffle_dataset_op_test PASSED in 1.4s //tensorflow/core/kernels/data:skip_dataset_op_test PASSED in 7.2s //tensorflow/core/kernels/data:sparse_tensor_slice_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:take_dataset_op_test PASSED in 2.5s //tensorflow/core/kernels/data:tensor_dataset_op_test PASSED in 0.8s //tensorflow/core/kernels/data:tensor_slice_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:text_line_dataset_op_test PASSED in 0.9s //tensorflow/core/kernels/data:tf_record_dataset_op_test PASSED in 9.7s //tensorflow/core/kernels/data:window_dataset_op_test PASSED in 0.6s //tensorflow/core/kernels/data:zip_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data/experimental:assert_next_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data/experimental:assert_prev_dataset_op_test PASSED in 1.0s //tensorflow/core/kernels/data/experimental:auto_shard_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data/experimental:directed_interleave_dataset_op_test PASSED in 0.7s //tensorflow/core/kernels/data/experimental:list_dataset_op_test PASSED in 0.6s //tensorflow/core/kernels/data/experimental:map_and_batch_dataset_op_test PASSED in 1.6s //tensorflow/core/kernels/data/experimental:parallel_interleave_dataset_op_test PASSED in 0.8s 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1.2s //tensorflow/core/kernels/image:non_max_suppression_op_test PASSED in 1.7s //tensorflow/core/kernels/image:resize_area_op_test PASSED in 0.9s //tensorflow/core/kernels/image:resize_benchmark_test_cpu PASSED in 0.5s //tensorflow/core/kernels/image:resize_ops_test_cpu PASSED in 2.2s //tensorflow/core/kernels/image:sampling_kernels_test PASSED in 6.9s //tensorflow/core/kernels/image:scale_and_translate_op_test PASSED in 1.9s //tensorflow/core/kernels/linalg:banded_triangular_solve_op_test_cpu PASSED in 0.7s //tensorflow/core/kernels/linalg:matrix_triangular_solve_op_test_cpu PASSED in 0.5s //tensorflow/core/kernels/mkl:mkl_conv_ops_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_dequantize_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_fused_batch_norm_op_test PASSED in 1.3s //tensorflow/core/kernels/mkl:mkl_fused_ops_test PASSED in 1.2s //tensorflow/core/kernels/mkl:mkl_matmul_op_benchmark PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_qmatmul_op_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_quantize_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantized_concat_op_test PASSED in 0.2s //tensorflow/core/kernels/mkl:mkl_quantized_conv_ops_perchannel_test PASSED in 0.5s //tensorflow/core/kernels/mkl:mkl_quantized_conv_ops_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_quantized_pooling_ops_test PASSED in 0.4s //tensorflow/core/kernels/mkl:mkl_relu_op_test PASSED in 0.3s //tensorflow/core/kernels/mkl:mkl_requantize_ops_test PASSED in 0.1s //tensorflow/core/kernels/mkl:mkl_swish_op_test PASSED in 0.1s //tensorflow/core/kernels/mkl:onednn_nn_ops_benchmark PASSED in 0.1s //tensorflow/core/kernels/sparse:kernels_test PASSED in 0.6s //tensorflow/core/kernels/uniform_quant_ops:math_utils_test PASSED in 0.3s //tensorflow/core/kernels/uniform_quant_ops:tensor_utils_test PASSED in 0.3s //tensorflow/core/kernels/uniform_quant_ops:uniform_dequantize_op_test PASSED in 0.7s 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//tensorflow/python/kernel_tests/array_ops:gather_op_test_cpu PASSED in 61.1s Stats over 3 runs: max = 61.1s, min = 35.9s, avg = 44.5s, dev = 11.8s //tensorflow/python/kernel_tests/array_ops:weights_broadcast_test PASSED in 12.4s Stats over 3 runs: max = 12.4s, min = 11.7s, avg = 12.1s, dev = 0.3s //tensorflow/python/kernel_tests/distributions:util_test_cpu PASSED in 19.0s Stats over 3 runs: max = 19.0s, min = 17.1s, avg = 18.2s, dev = 0.8s //tensorflow/python/kernel_tests/linalg:matrix_triangular_solve_op_test_cpu PASSED in 152.2s Stats over 3 runs: max = 152.2s, min = 12.4s, avg = 59.0s, dev = 65.9s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_grad_test_cpu PASSED in 23.0s Stats over 3 runs: max = 23.0s, min = 22.2s, avg = 22.7s, dev = 0.4s //tensorflow/python/kernel_tests/random:multinomial_op_big_test_cpu PASSED in 13.6s Stats over 3 runs: max = 13.6s, min = 13.0s, avg = 13.2s, dev = 0.2s //tensorflow/core/grappler/optimizers:mkl_remapper_test FAILED in 3 out of 3 in 8.8s Stats over 3 runs: max = 8.8s, min = 8.2s, avg = 8.4s, dev = 0.2s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/core/grappler/optimizers/mkl_remapper_test/test.log /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/core/grappler/optimizers/mkl_remapper_test/test_attempts/attempt_1.log /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/core/grappler/optimizers/mkl_remapper_test/test_attempts/attempt_2.log //tensorflow/core/kernels:example_parsing_ops_test PASSED in 1.7s Stats over 4 runs: max = 1.7s, min = 1.6s, avg = 1.6s, dev = 0.0s //tensorflow/dtensor/python/tests:batchparallel_spmd_test_cpu PASSED in 19.6s Stats over 4 runs: max = 19.6s, min = 19.2s, avg = 19.5s, dev = 0.2s //tensorflow/dtensor/python/tests:conv_test_cpu PASSED in 19.4s Stats over 4 runs: max = 19.4s, min = 17.7s, avg = 18.3s, dev = 0.6s //tensorflow/dtensor/python/tests:sparse_test_cpu PASSED in 13.2s Stats over 4 runs: max = 13.2s, min = 11.7s, avg = 12.7s, dev = 0.6s //tensorflow/python/data/experimental/kernel_tests:auto_shard_dataset_test PASSED in 39.7s Stats over 4 runs: max = 39.7s, min = 20.7s, avg = 30.3s, dev = 7.2s //tensorflow/python/data/experimental/kernel_tests:map_and_batch_test PASSED in 53.3s Stats over 4 runs: max = 53.3s, min = 30.1s, avg = 36.8s, dev = 9.5s //tensorflow/python/data/experimental/kernel_tests:parse_example_dataset_test PASSED in 45.6s Stats over 4 runs: max = 45.6s, min = 21.0s, avg = 33.1s, dev = 11.7s //tensorflow/python/data/experimental/kernel_tests:rebatch_dataset_test PASSED in 25.7s Stats over 4 runs: max = 25.7s, min = 12.1s, avg = 17.4s, dev = 5.2s //tensorflow/python/data/experimental/kernel_tests:sql_dataset_test PASSED in 125.5s Stats over 4 runs: max = 125.5s, min = 119.4s, avg = 122.5s, dev = 2.8s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_ft_test PASSED in 14.6s Stats over 4 runs: max = 14.6s, min = 12.3s, avg = 13.5s, dev = 0.9s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_test PASSED in 93.9s Stats over 4 runs: max = 93.9s, min = 62.1s, avg = 76.5s, dev = 12.9s //tensorflow/python/data/kernel_tests:fixed_length_record_dataset_test PASSED in 29.0s Stats over 4 runs: max = 29.0s, min = 21.3s, avg = 24.9s, dev = 3.3s //tensorflow/python/data/kernel_tests:from_generator_test PASSED in 26.6s Stats over 4 runs: max = 26.6s, min = 18.8s, avg = 22.6s, dev = 2.9s //tensorflow/python/data/kernel_tests:group_by_window_test PASSED in 28.0s Stats over 4 runs: max = 28.0s, min = 19.2s, avg = 22.9s, dev = 3.6s //tensorflow/python/data/kernel_tests:ragged_batch_test PASSED in 20.6s Stats over 4 runs: max = 20.6s, min = 18.2s, avg = 19.4s, dev = 0.9s //tensorflow/python/data/kernel_tests:skip_test PASSED in 28.6s Stats over 4 runs: max = 28.6s, min = 20.8s, avg = 24.4s, dev = 3.6s //tensorflow/python/data/kernel_tests:take_test PASSED in 53.2s Stats over 4 runs: max = 53.2s, min = 52.9s, avg = 53.0s, dev = 0.1s //tensorflow/python/data/kernel_tests:take_while_test PASSED in 57.7s Stats over 4 runs: max = 57.7s, min = 54.4s, avg = 56.1s, dev = 1.3s //tensorflow/python/data/kernel_tests:text_line_dataset_test PASSED in 48.2s Stats over 4 runs: max = 48.2s, min = 28.4s, avg = 38.4s, dev = 9.2s //tensorflow/python/data/kernel_tests:zip_test PASSED in 16.4s Stats over 4 runs: max = 16.4s, min = 15.5s, avg = 15.8s, dev = 0.4s //tensorflow/python/debug/lib:dumping_callback_test_cpu PASSED in 20.6s Stats over 4 runs: max = 20.6s, min = 19.3s, avg = 20.0s, dev = 0.6s //tensorflow/python/distribute:cross_device_ops_test_cpu PASSED in 38.4s Stats over 4 runs: max = 38.4s, min = 29.4s, avg = 33.8s, dev = 3.4s //tensorflow/python/framework:convert_to_constants_test PASSED in 36.4s Stats over 4 runs: max = 36.4s, min = 23.2s, avg = 28.1s, dev = 5.1s //tensorflow/python/kernel_tests:collective_ops_test_cpu PASSED in 67.0s Stats over 4 runs: max = 67.0s, min = 60.3s, avg = 62.6s, dev = 2.6s //tensorflow/python/kernel_tests/array_ops:concat_op_test_cpu PASSED in 18.5s Stats over 4 runs: max = 18.5s, min = 12.0s, avg = 14.6s, dev = 2.4s //tensorflow/python/kernel_tests/array_ops:init_ops_test_cpu PASSED in 82.2s Stats over 4 runs: max = 82.2s, min = 32.2s, avg = 53.7s, dev = 20.8s //tensorflow/python/kernel_tests/array_ops:split_op_test_cpu PASSED in 34.4s Stats over 4 runs: max = 34.4s, min = 9.7s, avg = 19.9s, dev = 10.3s //tensorflow/python/kernel_tests/linalg:einsum_op_test_cpu PASSED in 120.2s Stats over 4 runs: max = 120.2s, min = 26.7s, avg = 65.1s, dev = 37.6s //tensorflow/python/kernel_tests/linalg:linear_operator_lower_triangular_test_cpu PASSED in 81.3s Stats over 4 runs: max = 81.3s, min = 72.4s, avg = 77.7s, dev = 3.3s //tensorflow/python/kernel_tests/nn_ops:conv_ops_test_cpu PASSED in 60.2s Stats over 4 runs: max = 60.2s, min = 51.2s, avg = 54.0s, dev = 3.6s //tensorflow/python/kernel_tests/random:random_gamma_test_cpu PASSED in 110.3s Stats over 4 runs: max = 110.3s, min = 10.5s, avg = 53.2s, dev = 43.0s //tensorflow/python/kernel_tests/signal:window_ops_test_cpu PASSED in 24.0s Stats over 4 runs: max = 24.0s, min = 23.2s, avg = 23.5s, dev = 0.3s //tensorflow/python/ops:nn_batchnorm_test_cpu PASSED in 25.0s Stats over 4 runs: max = 25.0s, min = 18.6s, avg = 21.3s, dev = 2.4s //tensorflow/python/ops:nn_fused_batchnorm_d9m_test_cpu PASSED in 18.6s Stats over 4 runs: max = 18.6s, min = 17.2s, avg = 18.0s, dev = 0.5s //tensorflow/python/ops/ragged:ragged_gather_op_test PASSED in 75.8s Stats over 4 runs: max = 75.8s, min = 19.8s, avg = 44.2s, dev = 20.2s //tensorflow/python/ops/ragged:ragged_getitem_test PASSED in 55.8s Stats over 4 runs: max = 55.8s, min = 50.3s, avg = 53.7s, dev = 2.0s //tensorflow/compiler/tests:conv3d_test_cpu PASSED in 19.2s Stats over 5 runs: max = 19.2s, min = 13.6s, avg = 15.9s, dev = 2.2s //tensorflow/compiler/tests:conv3d_test_cpu_mlir_bridge_test PASSED in 21.3s Stats over 5 runs: max = 21.3s, min = 14.4s, avg = 17.1s, dev = 2.8s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu PASSED in 19.5s Stats over 5 runs: max = 19.5s, min = 12.3s, avg = 15.3s, dev = 3.0s //tensorflow/compiler/tests:depthwise_conv_op_test_cpu_mlir_bridge_test PASSED in 22.0s Stats over 5 runs: max = 22.0s, min = 14.1s, avg = 16.7s, dev = 3.0s //tensorflow/compiler/tests:fused_batchnorm_test_cpu PASSED in 11.8s Stats over 5 runs: max = 11.8s, min = 11.1s, avg = 11.4s, dev = 0.3s //tensorflow/compiler/tests:fused_batchnorm_test_cpu_mlir_bridge_test PASSED in 11.7s Stats over 5 runs: max = 11.7s, min = 10.4s, avg = 10.8s, dev = 0.5s //tensorflow/compiler/tests:reduce_ops_test_cpu PASSED in 17.5s Stats over 5 runs: max = 17.5s, min = 16.4s, avg = 16.9s, dev = 0.4s //tensorflow/compiler/tests:reduce_ops_test_cpu_mlir_bridge_test PASSED in 15.5s Stats over 5 runs: max = 15.5s, min = 13.8s, avg = 14.6s, dev = 0.5s //tensorflow/compiler/tests:special_math_test_cpu PASSED in 134.1s Stats over 5 runs: max = 134.1s, min = 25.5s, avg = 66.9s, dev = 36.3s //tensorflow/compiler/tests:special_math_test_cpu_mlir_bridge_test PASSED in 86.0s Stats over 5 runs: max = 86.0s, min = 17.2s, avg = 41.1s, dev = 24.0s //tensorflow/core/grappler/optimizers:constant_folding_test PASSED in 3.3s Stats over 5 runs: max = 3.3s, min = 2.0s, avg = 2.5s, dev = 0.6s //tensorflow/dtensor/python/tests:layout_propagation_test_cpu PASSED in 13.7s Stats over 5 runs: max = 13.7s, min = 12.8s, avg = 13.2s, dev = 0.4s //tensorflow/dtensor/python/tests:multi_mesh_test_cpu PASSED in 12.0s Stats over 5 runs: max = 12.0s, min = 10.6s, avg = 11.5s, dev = 0.6s //tensorflow/python/distribute:mirrored_strategy_test_2gpu PASSED in 17.1s Stats over 5 runs: max = 17.1s, min = 15.8s, avg = 16.6s, dev = 0.4s //tensorflow/python/distribute:mirrored_strategy_test_cpu PASSED in 15.8s Stats over 5 runs: max = 15.8s, min = 14.2s, avg = 15.1s, dev = 0.5s //tensorflow/python/distribute:vars_test_2gpu PASSED in 27.7s Stats over 5 runs: max = 27.7s, min = 26.0s, avg = 26.8s, dev = 0.7s //tensorflow/python/distribute:vars_test_cpu PASSED in 30.0s Stats over 5 runs: max = 30.0s, min = 22.9s, avg = 26.4s, dev = 2.4s //tensorflow/python/eager:device_placement_test_cpu PASSED in 13.2s Stats over 5 runs: max = 13.2s, min = 11.8s, avg = 12.6s, dev = 0.5s //tensorflow/python/eager:forwardprop_test_cpu PASSED in 136.3s Stats over 5 runs: max = 136.3s, min = 16.1s, avg = 58.7s, dev = 40.7s //tensorflow/python/eager/polymorphic_function:gradients_test_cpu PASSED in 16.9s Stats over 5 runs: max = 16.9s, min = 12.1s, avg = 14.6s, dev = 1.9s //tensorflow/python/grappler:cluster_test_cpu PASSED in 12.0s Stats over 5 runs: max = 12.0s, min = 10.1s, avg = 11.1s, dev = 0.7s //tensorflow/python/kernel_tests/linalg:cholesky_op_test_cpu PASSED in 50.4s Stats over 5 runs: max = 50.4s, min = 33.6s, avg = 43.0s, dev = 6.4s //tensorflow/python/kernel_tests/linalg:linear_operator_adjoint_test_cpu PASSED in 53.8s Stats over 5 runs: max = 53.8s, min = 52.4s, avg = 53.0s, dev = 0.5s //tensorflow/python/kernel_tests/linalg:linear_operator_composition_test_cpu PASSED in 111.8s Stats over 5 runs: max = 111.8s, min = 105.9s, avg = 108.3s, dev = 2.2s //tensorflow/python/kernel_tests/linalg:linear_operator_diag_test_cpu PASSED in 45.0s Stats over 5 runs: max = 45.0s, min = 40.1s, avg = 43.6s, dev = 1.8s //tensorflow/python/kernel_tests/linalg:linear_operator_full_matrix_test_cpu PASSED in 92.3s Stats over 5 runs: max = 92.3s, min = 88.9s, avg = 90.3s, dev = 1.4s //tensorflow/python/kernel_tests/linalg:linear_operator_householder_test_cpu PASSED in 80.1s Stats over 5 runs: max = 80.1s, min = 77.8s, avg = 79.2s, dev = 0.8s //tensorflow/python/kernel_tests/linalg:linear_operator_identity_test_cpu PASSED in 103.9s Stats over 5 runs: max = 103.9s, min = 94.8s, avg = 100.7s, dev = 3.6s //tensorflow/python/kernel_tests/linalg:linear_operator_inversion_test_cpu PASSED in 57.5s Stats over 5 runs: max = 57.5s, min = 54.8s, avg = 56.3s, dev = 1.0s //tensorflow/python/kernel_tests/linalg:linear_operator_permutation_test_cpu PASSED in 45.2s Stats over 5 runs: max = 45.2s, min = 42.9s, avg = 44.1s, dev = 0.8s //tensorflow/python/kernel_tests/linalg:linear_operator_toeplitz_test_cpu PASSED in 91.1s Stats over 5 runs: max = 91.1s, min = 85.4s, avg = 87.6s, dev = 2.0s //tensorflow/python/kernel_tests/linalg:linear_operator_util_test_cpu PASSED in 15.3s Stats over 5 runs: max = 15.3s, min = 14.4s, avg = 14.8s, dev = 0.4s //tensorflow/python/kernel_tests/linalg:linear_operator_zeros_test_cpu PASSED in 66.6s Stats over 5 runs: max = 66.6s, min = 59.9s, avg = 64.3s, dev = 2.3s //tensorflow/python/kernel_tests/linalg:tridiagonal_matmul_op_test_cpu PASSED in 130.8s Stats over 5 runs: max = 130.8s, min = 10.3s, avg = 34.8s, dev = 48.0s //tensorflow/python/kernel_tests/nn_ops:fractional_avg_pool_op_test PASSED in 20.4s Stats over 5 runs: max = 20.4s, min = 15.6s, avg = 17.4s, dev = 1.9s //tensorflow/python/kernel_tests/nn_ops:fractional_max_pool_op_test PASSED in 16.5s Stats over 5 runs: max = 16.5s, min = 7.5s, avg = 10.4s, dev = 3.2s //tensorflow/python/kernel_tests/sparse_ops:sparse_ops_test_cpu PASSED in 33.4s Stats over 5 runs: max = 33.4s, min = 9.4s, avg = 19.1s, dev = 10.3s //tensorflow/python/ops/parallel_for:math_test_cpu PASSED in 69.9s Stats over 5 runs: max = 69.9s, min = 33.4s, avg = 51.0s, dev = 11.9s //tensorflow/compiler/tests:scan_ops_test_cpu PASSED in 15.8s Stats over 6 runs: max = 15.8s, min = 13.1s, avg = 14.5s, dev = 0.9s //tensorflow/compiler/tests:scan_ops_test_cpu_mlir_bridge_test PASSED in 22.9s Stats over 6 runs: max = 22.9s, min = 16.3s, avg = 20.2s, dev = 2.1s //tensorflow/python/data/experimental/kernel_tests:make_batched_features_dataset_test PASSED in 47.6s Stats over 6 runs: max = 47.6s, min = 22.5s, avg = 34.4s, dev = 11.3s //tensorflow/python/kernel_tests/array_ops:diag_op_test_cpu PASSED in 66.9s Stats over 6 runs: max = 66.9s, min = 10.8s, avg = 23.2s, dev = 19.7s //tensorflow/python/kernel_tests/math_ops:reduction_ops_test_cpu PASSED in 84.4s Stats over 6 runs: max = 84.4s, min = 38.7s, avg = 61.6s, dev = 13.8s //tensorflow/python/distribute/experimental/rpc:rpc_ops_test PASSED in 18.5s Stats over 7 runs: max = 18.5s, min = 10.1s, avg = 13.0s, dev = 2.8s //tensorflow/compiler/tests:ftrl_test_cpu PASSED in 14.0s Stats over 8 runs: max = 14.0s, min = 11.4s, avg = 12.7s, dev = 1.0s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu PASSED in 51.3s Stats over 8 runs: max = 51.3s, min = 8.5s, avg = 23.1s, dev = 14.8s //tensorflow/compiler/tests:matrix_diag_ops_test_cpu_mlir_bridge_test PASSED in 76.8s Stats over 8 runs: max = 76.8s, min = 15.3s, avg = 35.2s, dev = 21.0s //tensorflow/compiler/tests:ternary_ops_test_cpu PASSED in 17.7s Stats over 8 runs: max = 17.7s, min = 10.2s, avg = 13.3s, dev = 2.6s //tensorflow/compiler/tests:ternary_ops_test_cpu_mlir_bridge_test PASSED in 22.2s Stats over 8 runs: max = 22.2s, min = 13.0s, avg = 16.3s, dev = 2.8s //tensorflow/dtensor/python/tests:input_util_test PASSED in 52.3s Stats over 8 runs: max = 52.3s, min = 30.5s, avg = 41.2s, dev = 9.0s //tensorflow/dtensor/python/tests:save_restore_v2_test_cpu PASSED in 43.8s Stats over 8 runs: max = 43.8s, min = 35.9s, avg = 38.9s, dev = 2.8s //tensorflow/python/data/experimental/kernel_tests:csv_dataset_test PASSED in 31.5s Stats over 8 runs: max = 31.5s, min = 9.1s, avg = 17.4s, dev = 7.2s //tensorflow/python/data/experimental/kernel_tests:parallel_interleave_test PASSED in 31.6s Stats over 8 runs: max = 31.6s, min = 14.5s, avg = 22.9s, dev = 6.1s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_ft_test PASSED in 41.2s Stats over 8 runs: max = 41.2s, min = 10.8s, avg = 25.4s, dev = 12.9s //tensorflow/python/data/experimental/kernel_tests/service:coordinated_read_test PASSED in 58.9s Stats over 8 runs: max = 58.9s, min = 11.4s, avg = 24.1s, dev = 18.1s //tensorflow/python/data/experimental/kernel_tests/service:cross_trainer_cache_test PASSED in 25.6s Stats over 8 runs: max = 25.6s, min = 8.3s, avg = 15.7s, dev = 6.3s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_load_ft_test PASSED in 40.5s Stats over 8 runs: max = 40.5s, min = 32.2s, avg = 37.3s, dev = 3.2s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_load_test PASSED in 63.2s Stats over 8 runs: max = 63.2s, min = 47.4s, avg = 57.7s, dev = 4.7s //tensorflow/python/data/experimental/kernel_tests/service:fault_tolerance_test PASSED in 18.6s Stats over 8 runs: max = 18.6s, min = 7.8s, avg = 12.4s, dev = 3.6s //tensorflow/python/data/kernel_tests:batch_test PASSED in 25.6s Stats over 8 runs: max = 25.6s, min = 18.5s, avg = 22.0s, dev = 2.5s //tensorflow/python/data/kernel_tests:filter_test PASSED in 27.5s Stats over 8 runs: max = 27.5s, min = 14.5s, avg = 19.1s, dev = 3.6s //tensorflow/python/data/kernel_tests:flat_map_test PASSED in 34.9s Stats over 8 runs: max = 34.9s, min = 21.8s, avg = 27.4s, dev = 3.9s //tensorflow/python/data/kernel_tests:shard_test PASSED in 45.5s Stats over 8 runs: max = 45.5s, min = 37.2s, avg = 41.8s, dev = 3.1s //tensorflow/python/data/kernel_tests:shuffle_test PASSED in 62.4s Stats over 8 runs: max = 62.4s, min = 30.6s, avg = 36.4s, dev = 9.9s //tensorflow/python/data/kernel_tests:tf_record_dataset_test PASSED in 43.3s Stats over 8 runs: max = 43.3s, min = 22.9s, avg = 35.3s, dev = 6.0s //tensorflow/python/distribute/failure_handling:gce_failure_handler_test PASSED in 77.5s Stats over 8 runs: max = 77.5s, min = 12.7s, avg = 32.5s, dev = 23.7s //tensorflow/python/kernel_tests/linalg:linalg_ops_test_cpu PASSED in 68.5s Stats over 8 runs: max = 68.5s, min = 55.0s, avg = 60.1s, dev = 5.5s //tensorflow/python/kernel_tests/linalg:linear_operator_block_diag_test_cpu PASSED in 181.7s Stats over 8 runs: max = 181.7s, min = 133.2s, avg = 162.1s, dev = 15.5s //tensorflow/python/kernel_tests/linalg:linear_operator_block_lower_triangular_test_cpu PASSED in 97.4s Stats over 8 runs: max = 97.4s, min = 74.1s, avg = 85.8s, dev = 8.7s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_d9m_test_cpu PASSED in 51.4s Stats over 8 runs: max = 51.4s, min = 9.4s, avg = 17.4s, dev = 13.2s //tensorflow/python/kernel_tests/nn_ops:depthwise_conv_op_test_cpu PASSED in 11.7s Stats over 8 runs: max = 11.7s, min = 7.9s, avg = 10.2s, dev = 1.4s //tensorflow/python/ops/ragged:dynamic_ragged_shape_test PASSED in 64.4s Stats over 8 runs: max = 64.4s, min = 49.1s, avg = 55.9s, dev = 5.2s //tensorflow/python/ops/ragged:ragged_tensor_test PASSED in 26.0s Stats over 8 runs: max = 26.0s, min = 14.4s, avg = 18.2s, dev = 3.4s //tensorflow/python/distribute/failure_handling:failure_handler_test FLAKY, failed in 1 out of 9 in 76.6s Stats over 9 runs: max = 76.6s, min = 28.5s, avg = 57.7s, dev = 14.5s /home/buildslave/.cache/bazel/_bazel_buildslave/fbac33eb30dbfb6b11b15a7ff5ac830d/execroot/org_tensorflow/bazel-out/aarch64-opt/testlogs/tensorflow/python/distribute/failure_handling/failure_handler_test/shard_5_of_8/test_attempts/attempt_1.log //tensorflow/compiler/tests:conv2d_test_cpu PASSED in 26.7s Stats over 10 runs: max = 26.7s, min = 25.1s, avg = 25.4s, dev = 0.5s //tensorflow/compiler/tests:conv2d_test_cpu_mlir_bridge_test PASSED in 10.1s Stats over 10 runs: max = 10.1s, min = 8.2s, avg = 9.6s, dev = 0.5s //tensorflow/compiler/tests:random_ops_test_cpu PASSED in 15.1s Stats over 10 runs: max = 15.1s, min = 8.1s, avg = 11.8s, dev = 2.3s //tensorflow/compiler/tests:random_ops_test_cpu_mlir_bridge_test PASSED in 15.7s Stats over 10 runs: max = 15.7s, min = 8.1s, avg = 12.0s, dev = 2.6s //tensorflow/compiler/tests:stateless_random_ops_test_cpu PASSED in 85.6s Stats over 10 runs: max = 85.6s, min = 46.9s, avg = 64.3s, dev = 12.7s //tensorflow/compiler/tests:stateless_random_ops_test_cpu_mlir_bridge_test PASSED in 90.0s Stats over 10 runs: max = 90.0s, min = 49.9s, avg = 65.1s, dev = 12.5s //tensorflow/python/data/kernel_tests:rejection_resample_test PASSED in 22.2s Stats over 10 runs: max = 22.2s, min = 5.7s, avg = 12.8s, dev = 4.5s //tensorflow/python/distribute:input_lib_type_spec_test_2gpu PASSED in 27.3s Stats over 10 runs: max = 27.3s, min = 12.8s, avg = 18.8s, dev = 5.1s //tensorflow/python/distribute:input_lib_type_spec_test_cpu PASSED in 24.1s Stats over 10 runs: max = 24.1s, min = 10.8s, avg = 17.4s, dev = 5.0s //tensorflow/python/framework:function_test_cpu PASSED in 61.8s Stats over 10 runs: max = 61.8s, min = 5.9s, avg = 16.2s, dev = 15.6s //tensorflow/python/kernel_tests/array_ops:array_ops_test_cpu PASSED in 22.7s Stats over 10 runs: max = 22.7s, min = 10.1s, avg = 13.4s, dev = 3.4s //tensorflow/python/kernel_tests/array_ops:inplace_ops_test_cpu PASSED in 15.8s Stats over 10 runs: max = 15.8s, min = 13.2s, avg = 14.9s, dev = 0.9s //tensorflow/python/kernel_tests/data_structures:tensor_array_ops_test_cpu PASSED in 13.4s Stats over 10 runs: max = 13.4s, min = 9.5s, avg = 11.4s, dev = 1.3s //tensorflow/python/kernel_tests/linalg:linear_operator_tridiag_test_cpu PASSED in 154.7s Stats over 10 runs: max = 154.7s, min = 145.6s, avg = 149.2s, dev = 3.2s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_ops_test_cpu PASSED in 105.3s Stats over 10 runs: max = 105.3s, min = 14.9s, avg = 56.7s, dev = 27.3s //tensorflow/python/kernel_tests/linalg/sparse:csr_sparse_matrix_sparse_mat_mul_grad_test_cpu PASSED in 11.1s Stats over 10 runs: max = 11.1s, min = 10.2s, avg = 10.7s, dev = 0.3s //tensorflow/python/kernel_tests/math_ops:cwise_ops_unary_test_cpu PASSED in 15.4s Stats over 10 runs: max = 15.4s, min = 9.0s, avg = 12.5s, dev = 2.0s //tensorflow/python/kernel_tests/math_ops:segment_reduction_ops_test_cpu PASSED in 31.6s Stats over 10 runs: max = 31.6s, min = 6.6s, avg = 18.7s, dev = 8.6s //tensorflow/python/kernel_tests/nn_ops:pooling_ops_test_cpu PASSED in 20.5s Stats over 10 runs: max = 20.5s, min = 7.7s, avg = 12.9s, dev = 3.5s //tensorflow/python/kernel_tests/nn_ops:rnn_test_cpu PASSED in 16.5s Stats over 10 runs: max = 16.5s, min = 13.9s, avg = 15.1s, dev = 0.8s //tensorflow/python/kernel_tests/random:random_index_shuffle_test PASSED in 10.7s Stats over 10 runs: max = 10.7s, min = 8.8s, avg = 9.8s, dev = 0.6s //tensorflow/python/kernel_tests/random:stateless_random_ops_test_cpu PASSED in 117.4s Stats over 10 runs: max = 117.4s, min = 20.1s, avg = 68.7s, dev = 46.9s //tensorflow/python/ops:special_math_ops_test_cpu PASSED in 58.3s Stats over 10 runs: max = 58.3s, min = 12.2s, avg = 19.2s, dev = 13.3s //tensorflow/python/ops:weak_tensor_special_math_ops_test_cpu PASSED in 13.0s Stats over 10 runs: max = 13.0s, min = 9.8s, avg = 11.2s, dev = 1.0s //tensorflow/python/ops/numpy_ops/tests:np_indexing_test PASSED in 172.1s Stats over 10 runs: max = 172.1s, min = 162.2s, avg = 166.6s, dev = 3.0s //tensorflow/python/ops/ragged:ragged_tensor_supported_values_test PASSED in 23.0s Stats over 10 runs: max = 23.0s, min = 19.4s, avg = 21.3s, dev = 0.9s //tensorflow/python/saved_model:load_test_cpu PASSED in 61.2s Stats over 10 runs: max = 61.2s, min = 36.0s, avg = 41.8s, dev = 7.0s //tensorflow/compiler/tests:fft_test_cpu PASSED in 23.4s Stats over 12 runs: max = 23.4s, min = 14.5s, avg = 18.7s, dev = 3.6s //tensorflow/python/data/experimental/kernel_tests:group_by_reducer_test PASSED in 20.5s Stats over 12 runs: max = 20.5s, min = 8.0s, avg = 13.2s, dev = 3.8s //tensorflow/python/data/kernel_tests:choose_from_datasets_test PASSED in 15.5s Stats over 12 runs: max = 15.5s, min = 7.8s, avg = 11.2s, dev = 2.4s //tensorflow/python/data/kernel_tests:memory_cleanup_test_cpu PASSED in 15.4s Stats over 12 runs: max = 15.4s, min = 9.4s, avg = 11.9s, dev = 2.0s //tensorflow/python/distribute:moving_averages_test_2gpu PASSED in 21.5s Stats over 12 runs: max = 21.5s, min = 18.3s, avg = 20.2s, dev = 1.1s //tensorflow/python/distribute:moving_averages_test_cpu PASSED in 21.7s Stats over 12 runs: max = 21.7s, min = 17.9s, avg = 19.9s, dev = 1.0s //tensorflow/python/distribute:multi_process_runner_test_2gpu PASSED in 230.4s Stats over 12 runs: max = 230.4s, min = 19.1s, avg = 56.4s, dev = 58.3s //tensorflow/python/distribute:multi_process_runner_test_cpu PASSED in 238.2s Stats over 12 runs: max = 238.2s, min = 24.2s, avg = 60.6s, dev = 59.8s //tensorflow/python/eager/polymorphic_function:polymorphic_function_test_cpu PASSED in 22.0s Stats over 15 runs: max = 22.0s, min = 15.8s, avg = 18.9s, dev = 2.0s //tensorflow/python/kernel_tests/linalg:linear_operator_low_rank_update_test_cpu PASSED in 169.1s Stats over 15 runs: max = 169.1s, min = 159.9s, avg = 164.5s, dev = 3.0s //tensorflow/python/kernel_tests/nn_ops:rnn_cell_test_cpu PASSED in 61.2s Stats over 15 runs: max = 61.2s, min = 16.2s, avg = 23.0s, dev = 11.3s //tensorflow/python/data/experimental/kernel_tests/service:dynamic_sharding_test PASSED in 15.5s Stats over 16 runs: max = 15.5s, min = 7.4s, avg = 11.7s, dev = 2.4s //tensorflow/python/data/kernel_tests:snapshot_test PASSED in 29.6s Stats over 16 runs: max = 29.6s, min = 14.1s, avg = 21.0s, dev = 4.6s //tensorflow/python/kernel_tests/control_flow:control_flow_ops_py_test_cpu PASSED in 33.5s Stats over 16 runs: max = 33.5s, min = 9.0s, avg = 14.1s, dev = 5.4s //tensorflow/python/kernel_tests/linalg:matrix_exponential_op_test PASSED in 13.2s Stats over 16 runs: max = 13.2s, min = 8.7s, avg = 10.1s, dev = 1.0s //tensorflow/python/kernel_tests/signal:dct_ops_test_cpu PASSED in 15.4s Stats over 16 runs: max = 15.4s, min = 11.7s, avg = 13.5s, dev = 1.0s //tensorflow/python/ops:image_ops_test_cpu PASSED in 26.2s Stats over 16 runs: max = 26.2s, min = 15.7s, avg = 20.6s, dev = 2.8s //tensorflow/python/data/experimental/kernel_tests/service:distributed_save_ft_test PASSED in 60.0s Stats over 17 runs: max = 60.0s, min = 10.1s, avg = 23.7s, dev = 15.6s //tensorflow/python/data/kernel_tests:map_test PASSED in 61.8s Stats over 19 runs: max = 61.8s, min = 15.1s, avg = 28.8s, dev = 10.6s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu PASSED in 10.6s Stats over 20 runs: max = 10.6s, min = 4.4s, avg = 7.0s, dev = 2.0s //tensorflow/compiler/tests:pooling_ops_3d_test_cpu_mlir_bridge_test PASSED in 12.1s Stats over 20 runs: max = 12.1s, min = 7.1s, avg = 9.7s, dev = 1.7s //tensorflow/compiler/tests:pooling_ops_test_cpu PASSED in 12.9s Stats over 20 runs: max = 12.9s, min = 3.9s, avg = 6.3s, dev = 2.6s //tensorflow/compiler/tests:pooling_ops_test_cpu_mlir_bridge_test PASSED in 15.0s Stats over 20 runs: max = 15.0s, min = 9.9s, avg = 11.6s, dev = 1.3s //tensorflow/compiler/tests:stochastic_cast_op_test_cpu PASSED in 12.1s Stats over 20 runs: max = 12.1s, min = 7.8s, avg = 9.8s, dev = 1.4s //tensorflow/compiler/tests:unary_ops_test_cpu PASSED in 25.4s Stats over 20 runs: max = 25.4s, min = 9.8s, avg = 14.4s, dev = 4.6s //tensorflow/compiler/tests:unary_ops_test_cpu_mlir_bridge_test PASSED in 33.4s Stats over 20 runs: max = 33.4s, min = 5.5s, avg = 12.6s, dev = 7.2s //tensorflow/dtensor/python/tests:rng_test_cpu PASSED in 15.9s Stats over 20 runs: max = 15.9s, min = 9.4s, avg = 13.0s, dev = 1.8s //tensorflow/python/autograph/tests:loop_control_flow_test PASSED in 29.0s Stats over 20 runs: max = 29.0s, min = 15.5s, avg = 20.1s, dev = 4.6s //tensorflow/python/kernel_tests:metrics_test PASSED in 46.0s Stats over 20 runs: max = 46.0s, min = 9.3s, avg = 22.9s, dev = 9.8s //tensorflow/python/kernel_tests/array_ops:matrix_band_part_op_test_cpu PASSED in 8.8s Stats over 20 runs: max = 8.8s, min = 4.9s, avg = 7.2s, dev = 1.3s //tensorflow/python/kernel_tests/data_structures:barrier_ops_test PASSED in 21.9s Stats over 20 runs: max = 21.9s, min = 6.0s, avg = 10.4s, dev = 3.7s //tensorflow/python/kernel_tests/linalg:eig_op_test PASSED in 50.9s Stats over 20 runs: max = 50.9s, min = 9.1s, avg = 18.9s, dev = 14.0s //tensorflow/python/kernel_tests/linalg:linalg_grad_test_cpu PASSED in 119.5s Stats over 20 runs: max = 119.5s, min = 47.5s, avg = 70.7s, dev = 19.7s //tensorflow/python/kernel_tests/linalg:norm_op_test_cpu PASSED in 27.0s Stats over 20 runs: max = 27.0s, min = 24.0s, avg = 25.9s, dev = 0.7s //tensorflow/python/kernel_tests/linalg:normalize_op_test_cpu PASSED in 16.3s Stats over 20 runs: max = 16.3s, min = 7.4s, avg = 10.6s, dev = 2.3s //tensorflow/python/kernel_tests/linalg:qr_op_test_cpu PASSED in 153.7s Stats over 20 runs: max = 153.7s, min = 39.7s, avg = 91.7s, dev = 34.3s //tensorflow/python/kernel_tests/linalg:self_adjoint_eig_op_test_cpu PASSED in 24.7s Stats over 20 runs: max = 24.7s, min = 6.2s, avg = 13.3s, dev = 5.9s //tensorflow/python/kernel_tests/math_ops:batch_matmul_op_test_cpu PASSED in 24.8s Stats over 20 runs: max = 24.8s, min = 10.0s, avg = 17.3s, dev = 5.5s //tensorflow/python/kernel_tests/math_ops:matmul_op_test_cpu PASSED in 21.2s Stats over 20 runs: max = 21.2s, min = 14.3s, avg = 16.8s, dev = 2.1s //tensorflow/python/kernel_tests/math_ops:tensordot_op_test_cpu PASSED in 93.3s Stats over 20 runs: max = 93.3s, min = 6.6s, avg = 44.5s, dev = 26.6s //tensorflow/python/kernel_tests/nn_ops:embedding_ops_test_cpu PASSED in 20.2s Stats over 20 runs: max = 20.2s, min = 10.9s, avg = 16.2s, dev = 2.0s //tensorflow/python/data/kernel_tests:interleave_test PASSED in 25.8s Stats over 24 runs: max = 25.8s, min = 10.2s, avg = 16.8s, dev = 5.0s //tensorflow/python/data/kernel_tests:sample_from_datasets_test PASSED in 20.2s Stats over 24 runs: max = 20.2s, min = 5.0s, avg = 10.2s, dev = 4.3s //tensorflow/dtensor/python/tests:multi_device_spmd_test_cpu PASSED in 50.2s Stats over 25 runs: max = 50.2s, min = 30.4s, avg = 39.3s, dev = 4.2s //tensorflow/python/kernel_tests/nn_ops:conv_ops_3d_test_cpu PASSED in 22.3s Stats over 30 runs: max = 22.3s, min = 7.0s, avg = 14.4s, dev = 3.7s //tensorflow/python/data/experimental/kernel_tests/service:data_service_ops_test PASSED in 20.5s Stats over 32 runs: max = 20.5s, min = 4.5s, avg = 10.6s, dev = 4.4s //tensorflow/python/data/experimental/kernel_tests/service:worker_tags_test PASSED in 24.7s Stats over 32 runs: max = 24.7s, min = 5.1s, avg = 14.0s, dev = 4.8s //tensorflow/core/kernels:stochastic_cast_op_test PASSED in 3.0s Stats over 48 runs: max = 3.0s, min = 0.5s, avg = 1.2s, dev = 0.6s //tensorflow/compiler/mlir/quantization/tensorflow/python:quantize_model_test PASSED in 65.3s Stats over 50 runs: max = 65.3s, min = 30.9s, avg = 44.5s, dev = 10.1s //tensorflow/compiler/tests:sort_ops_test_cpu PASSED in 21.2s Stats over 50 runs: max = 21.2s, min = 4.6s, avg = 10.6s, dev = 3.2s //tensorflow/compiler/tests:sort_ops_test_cpu_mlir_bridge_test PASSED in 16.5s Stats over 50 runs: max = 16.5s, min = 4.3s, avg = 9.6s, dev = 3.3s //tensorflow/python/kernel_tests/linalg:linear_operator_circulant_test_cpu PASSED in 58.5s Stats over 50 runs: max = 58.5s, min = 37.7s, avg = 45.2s, dev = 4.3s //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 = 5.8s, avg = 10.2s, dev = 2.7s //tensorflow/python/kernel_tests/math_ops:cwise_ops_binary_test_cpu PASSED in 30.2s Stats over 50 runs: max = 30.2s, min = 8.3s, avg = 16.7s, dev = 5.3s //tensorflow/python/kernel_tests/math_ops:cwise_ops_test_cpu PASSED in 15.1s Stats over 50 runs: max = 15.1s, min = 3.8s, avg = 6.1s, dev = 2.4s Executed 3055 out of 3055 tests: 3054 tests pass and 1 fails 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.