2022-04-02 15:36:46 +02:00
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pipeline {
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agent {
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2022-04-02 16:40:30 +02:00
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dockerfile true
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2022-04-02 15:36:46 +02:00
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}
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2022-04-24 22:51:54 +02:00
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parameters {
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string(
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defaultValue: '100',
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description: 'Example training parameter',
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name: 'EPOCHS_NUM'
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)
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}
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2022-04-02 15:36:46 +02:00
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stages {
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stage('Stage 1') {
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steps {
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2022-04-08 18:16:40 +02:00
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sh 'chmod u+x ./process_dataset.py ./simple_regression.py'
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2022-04-02 15:36:46 +02:00
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echo 'Processing dataset...'
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sh 'python3 process_dataset.py'
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echo 'Dataset processed'
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2022-04-08 18:16:40 +02:00
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echo 'Conducting simple regression model test'
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2022-04-24 22:51:54 +02:00
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sh 'python3 simple_regression.py $EPOCHS_NUM'
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2022-04-08 18:16:40 +02:00
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echo 'Model predictions saved'
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2022-04-24 23:02:53 +02:00
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sh 'head lego_reg_results.csv'
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2022-04-02 15:36:46 +02:00
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}
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}
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}
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2022-04-02 16:50:16 +02:00
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}
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