ium_434704/Jenkinsfile_train
Wojciech Jarmosz d392692d85
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Change training model params
2021-05-15 03:13:44 +02:00

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pipeline {
agent {
dockerfile true
}
parameters {
gitParameter branchFilter: 'origin/(.*)', defaultValue: 'master', name: 'BRANCH', type: 'PT_BRANCH'
string(name: 'epochs', description: 'epochs number', defaultValue: '100')
string(name: 'verbose', description: 'verbose number' defaultValue: '0')
buildSelector(defaultSelector: lastSuccessful(), description: 'Use latest build', name: 'BUILD_SELECTOR')
}
stages {
stage("Copy artifacts"){
steps {
copyArtifacts fingerprintArtifacts: true, projectName: 's434704-create-dataset', selector: buildParameter('BUILD_SELECTOR')
}
}
stage("Run training"){
steps {
sh "python3 training.py ${params.verbose} ${params.epochs}"
}
}
stage('Save trained model files') {
steps{
archiveArtifacts 'linear_regression.h5'
}
}
}
post {
always {
mail body: "TRAINING - ${currentBuild.currentResult}", subject: 's434704', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
}
success {
build job: "s434704-evaluation/${params.BRANCH}", parameters: [
gitParameter(name: 'BRANCH', value: params.BRANCH)
], wait: false
}
}
}