38 lines
1.2 KiB
Plaintext
38 lines
1.2 KiB
Plaintext
node {
|
|
stage('Preparation') {
|
|
properties([
|
|
parameters([
|
|
string(
|
|
defaultValue: '20',
|
|
description: 'Number of epochs',
|
|
name: 'EPOCHS'
|
|
),
|
|
string(
|
|
defaultValue: '0.01',
|
|
description: 'Learning rate',
|
|
name: 'LR'
|
|
),
|
|
string(
|
|
defaultValue: '0.2',
|
|
description: 'Validation_split',
|
|
name: 'VALIDATION_SPLIT'
|
|
),
|
|
])
|
|
])
|
|
}
|
|
|
|
stage('checkout: Check out from version control') {
|
|
checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487197', url: 'https://git.wmi.amu.edu.pl/s487197/ium_487197']]])
|
|
}
|
|
stage('Dockerfile'){
|
|
def testImage = docker.image('s487197/ium:34')
|
|
testImage.inside{
|
|
copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset'
|
|
sh "python3 ium_train.py" -epochs $EPOCHS -lr $LR -validation_split $VALIDATION_SPLIT"
|
|
archiveArtifacts artifacts: 'baltimore_model.h5'
|
|
|
|
|
|
}
|
|
|
|
}
|
|
} |