ium_444498/Jenkinsfile-training
Wirusik 5cec765150
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Jenkinsfile for training model
2022-05-06 20:19:47 +02:00

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pipeline {
parameters {
string(
defaultValue: '64',
description: 'Batch size used in gradient',
name: 'BATCHSIZE',
trim: true
)
string(
defaultValue: '5',
description: 'Number of iterations',
name: 'EPOCHS',
trim: true
)
gitParameter branchFilter: 'origin/(.*)', defaultValue: 'main', name: 'BRANCH', type: 'PT_BRANCH'
buildSelector(
defaultSelector: lastSuccessful(),
description: 'Which build to use for copying artifacts',
name: 'BUILD_SELECTOR'
)
}
agent {
docker {
image 's444498-create-dataset'
}
}
stages {
stage('Train model') {
steps {
sh "python neutral_network.py -e ${params.EPOCHS} -b ${params.BATCHSIZE}"
}
}
}
environment {
NOTIFICATION_ADDRESS = 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
post {
success {
emailext body: 'SUCCESS', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
}
failure {
emailext body: 'FAILURE', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
}
unstable {
emailext body: 'UNSTABLE', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
}
changed {
emailext body: 'CHANGED', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
}
}
}