ium_434766/pytorch-training-eval/Jenkinsfile-train
s434766 866186c16e
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final sacred
2021-05-13 23:32:59 +02:00

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pipeline {
agent {
dockerfile true
}
parameters{
buildSelector(
defaultSelector: lastSuccessful(),
description: 'Which build to use for copying artifacts',
name: 'WHICH_BUILD'
)
string(
defaultValue: '16',
description: 'batch size',
name: 'BATCH_SIZE'
)
string(
defaultValue: '15',
description: 'epochs',
name: 'EPOCHS'
)
}
stages {
stage('checkout') {
steps {
copyArtifacts fingerprintArtifacts: true, projectName: 's434766-create-dataset', selector: buildParameter('WHICH_BUILD')
}
}
stage('Docker'){
steps{
sh 'python3 "./stroke-pytorch.py" ${BATCH_SIZE} ${EPOCHS} > pred.txt'
sh 'python3 "./sacred-pytorch1.py"'
sh 'python3 "./sacred-pytorch2.py"'
}
}
stage('archiveArtifacts') {
steps{
archiveArtifacts 'ium_s434766/**'
archiveArtifacts 'pred.txt'
archiveArtifacts 'stroke.pth'
}
}
}
post {
success {
build job: 's434766-evaluation/master'
mail body: 'SUCCESS TRAINING', subject: 's434766', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
}
failure {
mail body: 'FAILURE TRAINING', subject: 's434766', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
}
}
}