diff --git a/Jenkinsfile_train b/Jenkinsfile_train index d08e88a..b699ab8 100644 --- a/Jenkinsfile_train +++ b/Jenkinsfile_train @@ -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']]]) } stage('Dockerfile'){ - def testImage = docker.image('s487197/ium:41') + def testImage = docker.image('s487197/ium:42') testImage.inside{ copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset' sh "python3 ium_sacred.py -epochs $EPOCHS -lr $LR -validation_split $VALIDATION_SPLIT" diff --git a/ium_sacred.py b/ium_sacred.py index 2c74042..1242062 100644 --- a/ium_sacred.py +++ b/ium_sacred.py @@ -75,7 +75,12 @@ def my_main(epochs, lr, validation_split, _run): validation_split=validation_split) hist = pd.DataFrame(history.history) hist['epoch'] = history.epoch - + print(hist) + for his in hist: + _run.log_scalar('training.loss', his['loss']) + _run.log_scalar('accuracy', his['accuracy']) + ex.add_artifact('baltimore_model') +""" baltimore_data_test =pd.read_csv('baltimore_test.csv') baltimore_data_test.columns = train.columns baltimore_data_test, x_test, y_test = get_x_y(baltimore_data_test) @@ -101,8 +106,9 @@ def my_main(epochs, lr, validation_split, _run): _run.log_scalar('accuracy', data['accuracy']) _run.log_scalar('rmse', data['rmse']) _run.log_scalar('accuracy', data['accuracy']) + """ + - ex.add_artifact('baltimore_model') ex.run()