training test
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learning/Jenkinsfile
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learning/Jenkinsfile
vendored
@ -23,6 +23,7 @@ pipeline {
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sh 'python ./learning/ml.py'
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sh 'python ./learning/ml.py'
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sh "export MLFLOW_TRACKING_URI=http://172.17.0.1:5000"
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sh "export MLFLOW_TRACKING_URI=http://172.17.0.1:5000"
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sh "python ./learning/ml-mlflow.py"
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sh "python ./learning/ml-mlflow.py"
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sh "ls -l"
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}
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}
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}
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}
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stage('archiveArtifacts') {
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stage('archiveArtifacts') {
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@ -80,10 +80,10 @@ with mlflow.start_run():
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mlflow.set_experiment("s434700")
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mlflow.set_experiment("s434700")
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tracking_url_type_store = urlparse(mlflow.get_tracking_uri()).scheme
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tracking_url_type_store = urlparse(mlflow.get_tracking_uri()).scheme
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if tracking_url_type_store != "file":
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if tracking_url_type_store != "file":
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mlflow.pytorch.log_model(model, "model.pt", registered_model_name="s434700", signature=signature,
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mlflow.pytorch.log_model(model, "cs_model", registered_model_name="s434700", signature=signature,
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input_example=test_input)
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input_example=test_input)
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else:
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else:
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mlflow.pytorch.log_model(model, "model.pt",
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mlflow.pytorch.log_model(model, "cs_model",
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signature=signature, input_example=test_input)
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signature=signature, input_example=test_input)
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mlflow.pytorch.save_model(
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mlflow.pytorch.save_model(
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model, "model.pt", signature=signature, input_example=test_input)
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model, "cs_model", signature=signature, input_example=test_input)
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