2021-04-23 17:33:06 +02:00
|
|
|
pipeline {
|
|
|
|
agent {
|
|
|
|
dockerfile true
|
|
|
|
}
|
2021-05-07 21:42:18 +02:00
|
|
|
parameters{
|
2021-05-07 21:55:47 +02:00
|
|
|
buildSelector(
|
|
|
|
defaultSelector: lastSuccessful(),
|
|
|
|
description: 'Which build to use for copying artifacts',
|
|
|
|
name: 'WHICH_BUILD'
|
|
|
|
)
|
2021-05-07 21:42:18 +02:00
|
|
|
string(
|
|
|
|
defaultValue: '16',
|
|
|
|
description: 'batch size',
|
|
|
|
name: 'BATCH_SIZE'
|
|
|
|
)
|
|
|
|
string(
|
|
|
|
defaultValue: '15',
|
|
|
|
description: 'epochs',
|
|
|
|
name: 'EPOCHS'
|
|
|
|
)
|
2021-04-23 17:33:06 +02:00
|
|
|
stages {
|
|
|
|
stage('checkout') {
|
|
|
|
steps {
|
2021-05-07 21:55:47 +02:00
|
|
|
copyArtifacts(fingerprintArtifacts: true, projectName: 's434766-create-dataset',, selector: buildParameter('WHICH_BUILD'))
|
2021-04-23 17:33:06 +02:00
|
|
|
}
|
|
|
|
}
|
|
|
|
stage('Docker'){
|
|
|
|
steps{
|
2021-05-07 21:30:35 +02:00
|
|
|
sh 'python3 "./stroke-pytorch.py" ${BATCH_SIZE} ${EPOCHS} > pred.txt'
|
2021-04-23 17:33:06 +02:00
|
|
|
}
|
|
|
|
}
|
|
|
|
stage('archiveArtifacts') {
|
|
|
|
steps {
|
2021-05-07 21:30:35 +02:00
|
|
|
archiveArtifacts 'pred.txt'
|
2021-04-23 17:33:06 +02:00
|
|
|
archiveArtifacts 'stroke.pkl'
|
|
|
|
}
|
2021-05-07 21:30:35 +02:00
|
|
|
post {
|
|
|
|
success {
|
|
|
|
emailext body: 'Training of stroke predictions is finished',
|
|
|
|
subject: 's434766 training finished',
|
|
|
|
to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
}
|
2021-04-23 17:33:06 +02:00
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|