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pipeline {
|
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agent {
|
|
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|
dockerfile true
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}
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parameters {
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string(
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|
defaultValue: '64',
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description: 'Batch size used in gradient',
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|
name: 'BATCHSIZE',
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|
trim: true
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|
)
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|
string(
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|
defaultValue: '5',
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|
description: 'Number of iterations',
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|
|
|
name: 'EPOCHS',
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|
|
|
trim: true
|
|
|
|
)
|
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|
|
buildSelector(
|
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|
|
defaultSelector: lastSuccessful(),
|
|
|
|
description: 'Which build to use for copying artifacts',
|
|
|
|
name: 'BUILD_SELECTOR'
|
|
|
|
)
|
|
|
|
}
|
|
|
|
|
|
|
|
stages {
|
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|
|
|
stage('Copy artifacts') {
|
|
|
|
steps {
|
|
|
|
copyArtifacts fingerprintArtifacts: true, projectName: 's444498-create-dataset', selector: buildParameter('BUILD_SELECTOR')
|
|
|
|
}
|
|
|
|
}
|
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|
|
|
stage('Train model') {
|
|
|
|
steps {
|
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|
|
|
sh "chmod u+x ./neutral_network.py"
|
|
|
|
sh "python3 neutral_network.py -e ${params.EPOCHS} -b ${params.BATCHSIZE}"
|
|
|
|
}
|
|
|
|
}
|
|
|
|
stage('Archive model') {
|
|
|
|
steps {
|
|
|
|
archiveArtifacts artifacts: "model.zip", onlyIfSuccessful: true
|
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|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
post {
|
|
|
|
success {
|
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|
|
|
emailext body: "SUCCESS", subject: "s444498-training", to: "e19191c5.uam.onmicrosoft.com@emea.teams.ms"
|
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|
|
|
}
|
|
|
|
|
|
|
|
failure {
|
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|
|
|
emailext body: "FAILURE", subject: "s444498-training", to: "e19191c5.uam.onmicrosoft.com@emea.teams.ms"
|
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|
|
|
}
|
|
|
|
|
|
|
|
unstable {
|
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|
|
|
emailext body: 'UNSTABLE', subject: "s444498-training", to: "e19191c5.uam.onmicrosoft.com@emea.teams.ms"
|
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|
|
|
}
|
|
|
|
|
|
|
|
changed {
|
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|
|
|
emailext body: 'CHANGED', subject: "s444498-training", to: "e19191c5.uam.onmicrosoft.com@emea.teams.ms"
|
|
|
|
}
|
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|
|
|
}
|
|
|
|
}
|