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run-job-pipeline-all.sh
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target_version="$RANDOM"
az ml compute create -n cpu-cluster --type amlcompute --min-instances 0 --max-instances 8
az ml compute create -n gpu-cluster --type amlcompute --min-instances 0 --max-instances 4 --size Standard_NC12
cd jobs/pipelines-with-components/basics/1a_e2e_local_components
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/1b_e2e_registered_components
pwd
az ml component create --file train.yml --set version=$target_version
az ml component create --file score.yml --set version=$target_version
az ml component create --file eval.yml --set version=$target_version
az ml job create --file pipeline.yml
az ml job create --file pipeline.yml --set jobs.train.compute=azureml:gpu-cluster
cd ../../../../
cd jobs/pipelines-with-components/basics/2a_basic_component
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/2b_component_with_input_output
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/3a_basic_pipeline
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/3b_pipeline_with_data
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/3c_pipeline_with_hyperparameter_sweep
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/4a_local_data_input
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/4b_datastore_datapath_uri
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/4c_web_url_input
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/5a_env_public_docker_image
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/5b_env_registered
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/5c_env_conda_file
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/6a_tf_hello_world
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/6b_pytorch_hello_world
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/basics/6c_r_iris
pwd
az ml job create --file pipeline.yml
cd ../../../../
cd jobs/pipelines-with-components/image_classification_with_densenet
pwd
az ml job create --file pipeline.yml
cd ../../../
cd jobs/pipelines-with-components/nyc_taxi_data_regression
pwd
az ml job create --file pipeline.yml
cd ../../../
cd jobs/pipelines/nyc-taxi
pwd
az ml job create --file pipeline.yml
cd ../../../
cd jobs/pipelines/cifar-10
pwd
az ml job create --file pipeline.yml --web
cd ../../../
az --version