IUM_s464980/training/Jenkinsfile
Sheaza 563993e596
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fix 4
2024-05-28 21:42:45 +02:00

52 lines
1.6 KiB
Groovy

pipeline {
agent any
parameters {
buildSelector (
defaultSelector: lastSuccessful(),
description: 'Which build to use for copying artifacts',
name: 'BUILD_SELECTOR'
)
string (
name: 'EPOCHS',
defaultValue: '35',
description: 'Epochs to train'
)
}
stages {
stage('Checkout repository') {
steps {
checkout scm
}
}
stage('Copy artifacts') {
steps {
copyArtifacts fingerprintArtifacts: true, projectName: 'z-s464980-create-dataset', selector: buildParameter('BUILD_SELECTOR')
}
}
stage("Training") {
agent {
dockerfile {
filename 'Dockerfile'
reuseNode true
}
}
steps {
withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
sh "dvc pull"
}
sh "python ./train.py --epochs ${params.EPOCHS}"
archiveArtifacts artifacts: 'model.keras', onlyIfSuccessful: true
}
}
stage('Run training'){
steps{
script {
build(job: 's464980-evaluation/master')
}
}
}
}
}