39 lines
1.2 KiB
Plaintext
39 lines
1.2 KiB
Plaintext
pipeline {
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agent any
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environment {
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dockerImage = ''
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}
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parameters {
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string(name: 'EPOCHS', defaultValue: '100', description: 'Number of epochs')
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string(name: 'LR', defaultValue: '0.01', description: 'Learning rate')
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}
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stages {
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stage('checkout: Check out from version control') {
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checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487194', url: 'https://git.wmi.amu.edu.pl/s487194/ium_487194']]])
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}
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}
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stage('Pull Docker image') {
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steps {
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script {
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dockerImage = docker.image('s487194/ium:lab5')
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}
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}
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}
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stage('Train model') {
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steps {
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script {
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dockerImage.inside('-u root') {
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sh "python train.py -epochs ${params.EPOCHS} -lr ${params.LR}"
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}
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}
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}
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}
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stage('Archive model') {
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steps {
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archiveArtifacts artifacts: 'classificationn_model.pt', onlyIfSuccessful: true
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}
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}
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}
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}
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