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This commit is contained in:
Wojciech Lidwin 2023-05-12 04:03:25 +02:00
parent ff882d9109
commit dd8612c2af
2 changed files with 4 additions and 5 deletions
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2
Jenkinsfile_train
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@ -25,7 +25,7 @@ node {
checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487197', url: 'https://git.wmi.amu.edu.pl/s487197/ium_487197']]]) checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487197', url: 'https://git.wmi.amu.edu.pl/s487197/ium_487197']]])
} }
stage('Dockerfile'){ stage('Dockerfile'){
def testImage = docker.image('s487197/ium:42') def testImage = docker.image('s487197/ium:44')
testImage.inside{ testImage.inside{
copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset' copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset'
sh "python3 ium_sacred.py -epochs $EPOCHS -lr $LR -validation_split $VALIDATION_SPLIT" sh "python3 ium_sacred.py -epochs $EPOCHS -lr $LR -validation_split $VALIDATION_SPLIT"

7
ium_sacred.py
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@ -75,10 +75,9 @@ def my_main(epochs, lr, validation_split, _run):
validation_split=validation_split) validation_split=validation_split)
hist = pd.DataFrame(history.history) hist = pd.DataFrame(history.history)
hist['epoch'] = history.epoch hist['epoch'] = history.epoch
print(hist) for his in hist.iterrows():
for his in hist: _run.log_scalar('training.loss', his[1]['loss'])
_run.log_scalar('training.loss', his['loss']) _run.log_scalar('accuracy', his[1]['accuracy'])
_run.log_scalar('accuracy', his['accuracy'])
ex.add_artifact('baltimore_model') ex.add_artifact('baltimore_model')
""" """
baltimore_data_test =pd.read_csv('baltimore_test.csv') baltimore_data_test =pd.read_csv('baltimore_test.csv')