Fix
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@ -25,7 +25,7 @@ node {
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checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487197', url: 'https://git.wmi.amu.edu.pl/s487197/ium_487197']]])
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checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487197', url: 'https://git.wmi.amu.edu.pl/s487197/ium_487197']]])
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}
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}
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stage('Dockerfile'){
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stage('Dockerfile'){
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def testImage = docker.image('s487197/ium:45')
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def testImage = docker.image('s487197/ium:46')
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testImage.inside{
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testImage.inside{
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copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset'
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copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset'
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sh "python3 ium_sacred.py -epochs $EPOCHS -lr $LR -validation_split $VALIDATION_SPLIT"
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sh "python3 ium_sacred.py -epochs $EPOCHS -lr $LR -validation_split $VALIDATION_SPLIT"
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@ -14,7 +14,8 @@ import math
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ex = Experiment('s487197-train', save_git_info=False,interactive=True)
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ex = Experiment('s487197-train', save_git_info=False,interactive=True)
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ex.observers.append(FileStorageObserver('sacred_results'))
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ex.observers.append(MongoObserver(url='mongodb://admin:IUM_2021@172.17.0.1:27017', db_name='sacred'))
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#ex.observers.append(MongoObserver(url='mongodb://admin:IUM_2021@172.17.0.1:27017', db_name='sacred'))
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#ex.observers.append(MongoObserver(url='mongodb://admin:IUM_2021@172.17.0.1:27017', db_name='sacred'))
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@ -79,8 +80,7 @@ def my_main(epochs, lr, validation_split, _run):
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_run.log_scalar('training.loss', his[1]['loss'])
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_run.log_scalar('training.loss', his[1]['loss'])
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_run.log_scalar('accuracy', his[1]['accuracy'])
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_run.log_scalar('accuracy', his[1]['accuracy'])
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ex.add_artifact('baltimore_model')
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ex.add_artifact('baltimore_model')
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ex.observers.append(FileStorageObserver('sacred_results'))
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ex.observers.append(MongoObserver(url='mongodb://admin:IUM_2021@172.17.0.1:27017', db_name='sacred'))
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"""
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"""
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baltimore_data_test =pd.read_csv('baltimore_test.csv')
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baltimore_data_test =pd.read_csv('baltimore_test.csv')
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baltimore_data_test.columns = train.columns
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baltimore_data_test.columns = train.columns
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