리뷰 TFX 메타데이터개

Followed the instructions, however, executing the pipeline throws a runtime error that an artifact uri is missing.

Wolfgang R. · 대략 2년 전에 리뷰됨

Fermin H. · 대략 2년 전에 리뷰됨

Ganesh M. · 대략 2년 전에 리뷰됨

I am unable to complete this Lab as because I can't able to create cluster on the given region

CLINTAN CYRIL A. · 대략 2년 전에 리뷰됨

I am unable to complete this Lab as because I can't able to create cluster on the given region

CLINTAN CYRIL A. · 대략 2년 전에 리뷰됨

Hans F. · 대략 2년 전에 리뷰됨

Rana B. · 대략 2년 전에 리뷰됨

Bojja T. · 대략 2년 전에 리뷰됨

impossible to create new cluster, pecess is running for 40min and returns error, this happened to me about 4 times on different labs in this section

Piotr P. · 대략 2년 전에 리뷰됨

SAARTHAK S. · 대략 2년 전에 리뷰됨

Thank You

Phyo T. · 대략 2년 전에 리뷰됨

Piotr P. · 대략 2년 전에 리뷰됨

Venkat I. · 대략 2년 전에 리뷰됨

Lei X. · 대략 2년 전에 리뷰됨

using legacy ai platform is causing lots of issues.

Marcia P. · 대략 2년 전에 리뷰됨

Fahad A. · 대략 2년 전에 리뷰됨

Adrian H. · 대략 2년 전에 리뷰됨

Ira G. · 대략 2년 전에 리뷰됨

Arijit B. · 대략 2년 전에 리뷰됨

Tyas K. · 대략 2년 전에 리뷰됨

Mohammad Irshad K. · 대략 2년 전에 리뷰됨

Vsevolod T. · 대략 2년 전에 리뷰됨

tunner ERROR:absl:Job 'projects/qwiklabs-gcp-03-9e9e045f9821/jobs/tfx_tuner_20230930094234' did not succeed. Detailed response {'jobId': 'tfx_tuner_20230930094234', 'trainingInput': {'scaleTier': 'CUSTOM', 'masterType': 'standard', 'workerType': 'standard', 'workerCount': '2', 'region': 'us-central1', 'masterConfig': {'imageUri': 'gcr.io/qwiklabs-gcp-03-9e9e045f9821/tfx_covertype_lab_04@sha256:3ad0c126917ae34cb41f799ef830e8f150671b537d5c0295bee9c51fed083580', 'containerCommand': ['python', '-m', 'tfx.scripts.run_executor', '--executor_class_path', 'tfx.extensions.google_cloud_ai_platform.tuner.executor._WorkerExecutor', '--inputs', '{"examples": [{"artifact": {"id": "5", "type_id": "18", "uri": "gs://qwiklabs-gcp-03-9e9e045f9821-kubeflowpipelines-default/tfx_covertype_lab_04/1bf42e7e-4ab0-47a2-a998-84870e0e6fe7/Transform/transformed_examples/5", "properties": {"split_names": {"string_value": "[\\"train\\", \\"eval\\"]"}}, "custom_properties": {"producer_component": {"string_value": "Transform"}, "name": {"string_value": "transformed_examples"}, "state": {"string_value": "published"}}, "state": "LIVE", "create_time_since_epoch": "1696066062831", "last_update_time_since_epoch": "1696066161316"}, "artifact_type": {"id": "18", "name": "Examples", "properties": {"split_names": "STRING", "span": "INT", "version": "INT"}}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples"}], "transform_graph": [{"artifact": {"id": "4", "type_id": "22", "uri": "gs://qwiklabs-gcp-03-9e9e045f9821-kubeflowpipelines-default/tfx_covertype_lab_04/1bf42e7e-4ab0-47a2-a998-84870e0e6fe7/Transform/transform_graph/5", "custom_properties": {"name": {"string_value": "transform_graph"}, "state": {"string_value": "published"}, "producer_component": {"string_value": "Transform"}}, "state": "LIVE", "create_time_since_epoch": "1696066062827", "last_update_time_since_epoch": "1696066161314"}, "artifact_type": {"id": "22", "name": "TransformGraph"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "TransformGraph"}]}', '--outputs', '{"best_hyperparameters": [{"artifact": {"id": "10", "type_id": "28", "uri": "gs://qwiklabs-gcp-03-9e9e045f9821-kubeflowpipelines-default/tfx_covertype_lab_04/1bf42e7e-4ab0-47a2-a998-84870e0e6fe7/Tuner/best_hyperparameters/8", "custom_properties": {"producer_component": {"string_value": "Tuner"}, "name": {"string_value": "best_hyperparameters"}}}, "artifact_type": {"id": "28", "name": "HyperParameters"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "HyperParameters"}]}', '--exec-properties', '{"custom_config": "{\\"ai_platform_training_args\\": {\\"masterConfig\\": {\\"imageUri\\": \\"gcr.io/qwiklabs-gcp-03-9e9e045f9821/tfx_covertype_lab_04@sha256:3ad0c126917ae34cb41f799ef830e8f150671b537d5c0295bee9c51fed083580\\"}, \\"project\\": \\"qwiklabs-gcp-03-9e9e045f9821\\", \\"region\\": \\"us-central1\\", \\"serviceAccount\\": \\"tfx-tuner-caip-service-account@qwiklabs-gcp-03-9e9e045f9821.iam.gserviceaccount.com\\"}}", "eval_args": "{\\"num_steps\\": 500}", "kfp_pod_name": "tfx-covertype-lab-04-d9lwq-2818501306", "module_file": "model.py", "train_args": "{\\"num_steps\\": 5000}", "tune_args": "{\\n \\"num_parallel_trials\\": 3\\n}", "tuner_fn": null}']}, 'serviceAccount': 'tfx-tuner-caip-service-account@qwiklabs-gcp-03-9e9e045f9821.iam.gserviceaccount.com'}, 'createTime': '2023-09-30T09:42:35Z', 'startTime': '2023-09-30T09:42:50Z', 'endTime': '2023-09-30T09:43:21Z', 'state': 'FAILED', 'errorMessage': 'The replica master 0 exited with a non-zero status of 1. Termination reason: Error. The replica worker 0 exited with a non-zero status of 1. Termination reason: Error. The replica worker 1 exited with a non-zero status of 1. Termination reason: Error. To find out more about why your job exited please check the logs: https://console.cloud.google.com/logs/viewer?project=225181666539&resource=ml_job%2Fjob_id%2Ftfx_tuner_20230930094234&advancedFilter=resource.type%3D%22ml_job%22%0Aresource.labels.job_id%3D%22tfx_tuner_20230930094234%22 ', 'trainingOutput': {'consumedMLUnits': 0.01}, 'labels': {'tfx_executor': 'ensions-google_cloud_ai_platform-tuner-executor-_workerexecutor', 'tfx_py_version': '3-7', 'tfx_runner': 'kfp', 'tfx_version': '0-25-0'}, 'etag': '+poq9fqhSfQ=', 'jobPosition': '0'}. job_labels=job_labels) File "/tfx-src/tfx/extensions/google_cloud_ai_platform/runner.py", line 194, in _launch_aip_training raise RuntimeError(err_msg) RuntimeError: Job 'projects/qwiklabs-gcp-03-9e9e045f9821/jobs/tfx_tuner_20230930094234' did not succeed. Detailed response {'jobId': 'tfx_tuner_20230930094234', 'trainingInput': {'scaleTier': 'CUSTOM', 'masterType': 'standard', 'workerType': 'standard', 'workerCount': '2', 'region': 'us-central1', 'masterConfig': {'imageUri': 'gcr.io/qwiklabs-gcp-03-9e9e045f9821/tfx_covertype_lab_04@sha256:3ad0c126917ae34cb41f799ef830e8f150671b537d5c0295bee9c51fed083580', 'containerCommand': ['python', '-m', 'tfx.scripts.run_executor', '--executor_class_path', 'tfx.extensions.google_cloud_ai_platform.tuner.executor._WorkerExecutor', '--inputs', '{"examples": [{"artifact": {"id": "5", "type_id": "18", "uri": "gs://qwiklabs-gcp-03-9e9e045f9821-kubeflowpipelines-default/tfx_covertype_lab_04/1bf42e7e-4ab0-47a2-a998-84870e0e6fe7/Transform/transformed_examples/5", "properties": {"split_names": {"string_value": "[\\"train\\", \\"eval\\"]"}}, "custom_properties": {"producer_component": {"string_value": "Transform"}, "name": {"string_value": "transformed_examples"}, "state": {"string_value": "published"}}, "state": "LIVE", "create_time_since_epoch": "1696066062831", "last_update_time_since_epoch": "1696066161316"}, "artifact_type": {"id": "18", "name": "Examples", "properties": {"split_names": "STRING", "span": "INT", "version": "INT"}}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples"}], "transform_graph": [{"artifact": {"id": "4", "type_id": "22", "uri": "gs://qwiklabs-gcp-03-9e9e045f9821-kubeflowpipelines-default/tfx_covertype_lab_04/1bf42e7e-4ab0-47a2-a998-84870e0e6fe7/Transform/transform_graph/5", "custom_properties": {"name": {"string_value": "transform_graph"}, "state": {"string_value": "published"}, "producer_component": {"string_value": "Transform"}}, "state": "LIVE", "create_time_since_epoch": "1696066062827", "last_update_time_since_epoch": "1696066161314"}, "artifact_type": {"id": "22", "name": "TransformGraph"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "TransformGraph"}]}', '--outputs', '{"best_hyperparameters": [{"artifact": {"id": "10", "type_id": "28", "uri": "gs://qwiklabs-gcp-03-9e9e045f9821-kubeflowpipelines-default/tfx_covertype_lab_04/1bf42e7e-4ab0-47a2-a998-84870e0e6fe7/Tuner/best_hyperparameters/8", "custom_properties": {"producer_component": {"string_value": "Tuner"}, "name": {"string_value": "best_hyperparameters"}}}, "artifact_type": {"id": "28", "name": "HyperParameters"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "HyperParameters"}]}', '--exec-properties', '{"custom_config": "{\\"ai_platform_training_args\\": {\\"masterConfig\\": {\\"imageUri\\": \\"gcr.io/qwiklabs-gcp-03-9e9e045f9821/tfx_covertype_lab_04@sha256:3ad0c126917ae34cb41f799ef830e8f150671b537d5c0295bee9c51fed083580\\"}, \\"project\\": \\"qwiklabs-gcp-03-9e9e045f9821\\", \\"region\\": \\"us-central1\\", \\"serviceAccount\\": \\"tfx-tuner-caip-service-account@qwiklabs-gcp-03-9e9e045f9821.iam.gserviceaccount.com\\"}}", "eval_args": "{\\"num_steps\\": 500}", "kfp_pod_name": "tfx-covertype-lab-04-d9lwq-2818501306", "module_file": "model.py", "train_args": "{\\"num_steps\\": 5000}", "tune_args": "{\\n \\"num_parallel_trials\\": 3\\n}", "tuner_fn": null}']}, 'serviceAccount': 'tfx-tuner-caip-service-account@qwiklabs-gcp-03-9e9e045f9821.iam.gserviceaccount.com'}, 'createTime': '2023-09-30T09:42:35Z', 'startTime': '2023-09-30T09:42:50Z', 'endTime': '2023-09-30T09:43:21Z', 'state': 'FAILED', 'errorMessage': 'The replica master 0 exited with a non-zero status of 1. Termination reason: Error. The replica worker 0 exited with a non-zero status of 1. Termination reason: Error. The replica worker 1 exited with a non-zero status of 1. Termination reason: Error. To find out more about why your job exited please check the logs: https://console.cloud.google.com/logs/viewer?project=225181666539&resource=ml_job%2Fjob_id%2Ftfx_tuner_20230930094234&advancedFilter=resource.type%3D%22ml_job%22%0Aresource.labels.job_id%3D%22tfx_tuner_20230930094234%22 ', 'trainingOutput': {'consumedMLUnits': 0.01}, 'labels': {'tfx_executor': 'ensions-google_cloud_ai_platform-tuner-executor-_workerexecutor', 'tfx_py_version': '3-7', 'tfx_runner': 'kfp', 'tfx_version': '0-25-0'}, 'etag': '+poq9fqhSfQ=', 'jobPosition': '0'}. time="2023-09-30T09:43:37.467Z" level=info msg="sub-process exited" argo=true error="<nil>" time="2023-09-30T09:43:37.467Z" level=error msg="cannot save artifact /mlpipeline-ui-metadata.json" argo=true error="stat /mlpipeline-ui-metadata.json: no such file or directory" Error: exit status 1

Wahyu A. · 대략 2년 전에 리뷰됨

Rupesh P. · 대략 2년 전에 리뷰됨

fail again

Wahyu A. · 대략 2년 전에 리뷰됨