[Deprecated] TFX Metadata Reviews

suhil l. · Reviewed حوالي سنة ago

Clusters again taking more than one hour to create and then when finally were created, they failed because of insufficient resources. I'm not satisfied at all.

Sofia G. · Reviewed حوالي سنة ago

Bhushan K. · Reviewed حوالي سنة ago

Amanda B. · Reviewed حوالي سنة ago

JUNE D. · Reviewed حوالي سنة ago

Winston L. · Reviewed حوالي سنة ago

Winston L. · Reviewed حوالي سنة ago

Daniel C. · Reviewed حوالي سنة ago

ANKIT S. · Reviewed حوالي سنة ago

deploy problem

Dr. Kondala Kameswara Rao N. · Reviewed حوالي سنة ago

Broken

Fadi N. · Reviewed حوالي سنة ago

bad Lab not working in the end

YB Aditya Tri Agam P. · Reviewed حوالي سنة ago

narayana s. · Reviewed حوالي سنة ago

Worst

Bhargavi K. · Reviewed حوالي سنة ago

Worst

Bhargavi K. · Reviewed حوالي سنة ago

Ashley R. · Reviewed حوالي سنة ago

Content uses deprecated service

Sheng Han L. · Reviewed حوالي سنة ago

Old lab/instructions. Doesn't work.

Stefan N. · Reviewed حوالي سنة ago

Issue to complete. Seem like cannot connect to GKE via Jupyter notebook SA

Qi Rong L. · Reviewed حوالي سنة ago

Arya S. · Reviewed حوالي سنة ago

lab failed with following error. raise RuntimeError(err_msg) RuntimeError: Job 'projects/qwiklabs-gcp-02-58ce581daacc/jobs/tfx_tuner_20240909012453' did not succeed. Detailed response {'jobId': 'tfx_tuner_20240909012453', 'trainingInput': {'scaleTier': 'CUSTOM', 'masterType': 'standard', 'workerType': 'standard', 'workerCount': '2', 'region': 'us-central1', 'masterConfig': {'imageUri': 'gcr.io/qwiklabs-gcp-02-58ce581daacc/tfx_covertype_lab_04@sha256:4cce876c71183aaafe2d1ec84df39afb5dbb7cdff35d106f21845c6f131ca626', '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": "19", "uri": "gs://qwiklabs-gcp-02-58ce581daacc-kubeflowpipelines-default/tfx_covertype_lab_04/abcef777-ef1f-43cc-a5ec-36c979b4073b/Transform/transformed_examples/5", "properties": {"split_names": {"string_value": "[\\"train\\", \\"eval\\"]"}}, "custom_properties": {"state": {"string_value": "published"}, "producer_component": {"string_value": "Transform"}, "name": {"string_value": "transformed_examples"}}, "state": "LIVE", "create_time_since_epoch": "1725844986814", "last_update_time_since_epoch": "1725845070499"}, "artifact_type": {"id": "19", "name": "Examples", "properties": {"span": "INT", "version": "INT", "split_names": "STRING"}}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples"}], "transform_graph": [{"artifact": {"id": "4", "type_id": "23", "uri": "gs://qwiklabs-gcp-02-58ce581daacc-kubeflowpipelines-default/tfx_covertype_lab_04/abcef777-ef1f-43cc-a5ec-36c979b4073b/Transform/transform_graph/5", "custom_properties": {"producer_component": {"string_value": "Transform"}, "name": {"string_value": "transform_graph"}, "state": {"string_value": "published"}}, "state": "LIVE", "create_time_since_epoch": "1725844986811", "last_update_time_since_epoch": "1725845070497"}, "artifact_type": {"id": "23", "name": "TransformGraph"}, "__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "TransformGraph"}]}', '--outputs', '{"best_hyperparameters": [{"artifact": {"id": "9", "type_id": "29", "uri": "gs://qwiklabs-gcp-02-58ce581daacc-kubeflowpipelines-default/tfx_covertype_lab_04/abcef777-ef1f-43cc-a5ec-36c979b4073b/Tuner/best_hyperparameters/8", "custom_properties": {"name": {"string_value": "best_hyperparameters"}, "producer_component": {"string_value": "Tuner"}}}, "artifact_type": {"id": "29", "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-02-58ce581daacc/tfx_covertype_lab_04@sha256:4cce876c71183aaafe2d1ec84df39afb5dbb7cdff35d106f21845c6f131ca626\\"}, \\"project\\": \\"qwiklabs-gcp-02-58ce581daacc\\", \\"region\\": \\"us-central1\\", \\"serviceAccount\\": \\"tfx-tuner-caip-service-account@qwiklabs-gcp-02-58ce581daacc.iam.gserviceaccount.com\\"}}", "eval_args": "{\\"num_steps\\": 500}", "kfp_pod_name": "tfx-covertype-lab-04-nkndm-3828989783", "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-02-58ce581daacc.iam.gserviceaccount.com'}, 'createTime': '2024-09-09T01:25:09Z', 'startTime': '2024-09-09T01:35:05Z', 'endTime': '2024-09-09T01:35:06Z', '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=926431659012&resource=ml_job%2Fjob_id%2Ftfx_tuner_20240909012453&advancedFilter=resource.type%3D%22ml_job%22%0Aresource.labels.job_id%3D%22tfx_tuner_20240909012453%22 ', 'trainingOutput': {}, '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': 'fZ8USIb/1uQ=', 'jobPosition': '0'}. time="2024-09-09T01:35:13.617Z" level=info msg="sub-process exited" argo=true error="<nil>" time="2024-09-09T01:35:13.617Z" 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

Muhammad K. · Reviewed حوالي سنة ago

Oliver B. · Reviewed حوالي سنة ago

Outdated lab, please update it

Vicente W. · Reviewed حوالي سنة ago

Bianca A. · Reviewed حوالي سنة ago

Phiona N. · Reviewed حوالي سنة ago