[Deprecated] TFX Metadata Reviews

suhil l. · Reviewed בערך שנה אחת 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 בערך שנה אחת ago

Bhushan K. · Reviewed בערך שנה אחת ago

Amanda B. · Reviewed בערך שנה אחת ago

JUNE D. · Reviewed בערך שנה אחת ago

Winston L. · Reviewed בערך שנה אחת ago

Winston L. · Reviewed בערך שנה אחת ago

Daniel C. · Reviewed בערך שנה אחת ago

ANKIT S. · Reviewed בערך שנה אחת ago

deploy problem

Dr. Kondala Kameswara Rao N. · Reviewed בערך שנה אחת ago

Broken

Fadi N. · Reviewed בערך שנה אחת ago

bad Lab not working in the end

YB Aditya Tri Agam P. · Reviewed בערך שנה אחת ago

narayana s. · Reviewed בערך שנה אחת ago

Worst

Bhargavi K. · Reviewed בערך שנה אחת ago

Worst

Bhargavi K. · Reviewed בערך שנה אחת ago

Ashley R. · Reviewed בערך שנה אחת ago

Content uses deprecated service

Sheng Han L. · Reviewed בערך שנה אחת ago

Old lab/instructions. Doesn't work.

Stefan N. · Reviewed בערך שנה אחת ago

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

Qi Rong L. · Reviewed בערך שנה אחת ago

Arya S. · Reviewed בערך שנה אחת 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 בערך שנה אחת ago

Oliver B. · Reviewed בערך שנה אחת ago

Outdated lab, please update it

Vicente W. · Reviewed בערך שנה אחת ago

Bianca A. · Reviewed בערך שנה אחת ago

Phiona N. · Reviewed בערך שנה אחת ago