tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job¶

Example Airflow DAG for Google Vertex AI service testing Hyperparameter Tuning Job operations.

Attributes¶

`ENV_ID`
`PROJECT_ID`
`DAG_ID`
`REGION`
`DISPLAY_NAME`
`DATA_SAMPLE_GCS_BUCKET_NAME`
`STAGING_BUCKET`
`REPLICA_COUNT`
`MACHINE_TYPE`
`ACCELERATOR_TYPE`
`ACCELERATOR_COUNT`
`WORKER_POOL_SPECS`
`PARAM_SPECS`
`METRIC_SPEC`
`create_bucket`
`test_run`

Module Contents¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.ENV_ID[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.PROJECT_ID[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.DAG_ID = 'vertex_ai_hyperparameter_tuning_job_operations'[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.REGION = 'us-central1'[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.DISPLAY_NAME[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.DATA_SAMPLE_GCS_BUCKET_NAME[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.STAGING_BUCKET[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.REPLICA_COUNT = 1[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.MACHINE_TYPE = 'n1-standard-4'[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.ACCELERATOR_TYPE = 'ACCELERATOR_TYPE_UNSPECIFIED'[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.ACCELERATOR_COUNT = 0[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.WORKER_POOL_SPECS[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.PARAM_SPECS[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.METRIC_SPEC[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.create_bucket[source]¶

tests.system.google.cloud.vertex_ai.example_vertex_ai_hyperparameter_tuning_job.test_run[source]¶

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