[Deprecated] TFX Metadata Reviews

suhil l. · Reviewed about 1 year 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 about 1 year ago

Bhushan K. · Reviewed about 1 year ago

Amanda B. · Reviewed about 1 year ago

JUNE D. · Reviewed about 1 year ago

Winston L. · Reviewed about 1 year ago

Winston L. · Reviewed about 1 year ago

Daniel C. · Reviewed about 1 year ago

ANKIT S. · Reviewed about 1 year ago

deploy problem

Dr. Kondala Kameswara Rao N. · Reviewed about 1 year ago

Broken

Fadi N. · Reviewed about 1 year ago

bad Lab not working in the end

YB Aditya Tri Agam P. · Reviewed about 1 year ago

narayana s. · Reviewed about 1 year ago

Worst

Bhargavi K. · Reviewed about 1 year ago

Worst

Bhargavi K. · Reviewed about 1 year ago

Ashley R. · Reviewed about 1 year ago

Content uses deprecated service

Sheng Han L. · Reviewed about 1 year ago

Old lab/instructions. Doesn't work.

Stefan N. · Reviewed about 1 year ago

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

Qi Rong L. · Reviewed about 1 year ago

Arya S. · Reviewed about 1 year 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 about 1 year ago

Oliver B. · Reviewed about 1 year ago

Outdated lab, please update it

Vicente W. · Reviewed about 1 year ago

Bianca A. · Reviewed about 1 year ago

Phiona N. · Reviewed about 1 year ago