IUM_s464980/training/Jenkinsfile
Sheaza 7a3e24a150
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sacred
2024-06-09 17:55:06 +02:00

62 lines
1.7 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 {
sh "chmod +x ./train.py"
sh "python ./train.py --epochs ${params.EPOCHS}"
archiveArtifacts artifacts: 'model.keras', onlyIfSuccessful: true
}
}
stage('Experiments') {
agent {
dockerfile {
filename 'Dockerfile'
reuseNode true
}
}
steps {
sh "chmod +x ./train_sacred.py"
sh "python ./train_sacred.py --epochs ${params.EPOCHS}"
archiveArtifacts artifacts: 'experiments', onlyIfSuccessful: true
}
}
stage('Run training'){
steps{
script {
build(job: 's464980-evaluation/master')
}
}
}
}
}