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Alagris 2021-06-06 18:56:41 +02:00
parent 631b2ead4e
commit fdfb744c81
2 changed files with 31 additions and 0 deletions

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@ -7,6 +7,7 @@ RUN apt update && apt install -y python3 python3-pip git locales
RUN pip3 install requests python-Levenshtein tqdm sacred pymongo mlflow RUN pip3 install requests python-Levenshtein tqdm sacred pymongo mlflow
RUN pip3 install torch==1.8.1+cpu torchvision==0.9.1+cpu torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html RUN pip3 install torch==1.8.1+cpu torchvision==0.9.1+cpu torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
RUN pip3 install dvc[ssh] paramiko
RUN sed -i '/en_US.UTF-8/s/^# //g' /etc/locale.gen && locale-gen en_US.UTF-8 RUN sed -i '/en_US.UTF-8/s/^# //g' /etc/locale.gen && locale-gen en_US.UTF-8
ENV LANG='en_US.UTF-8' LANGUAGE='en_US:en' LC_ALL='en_US.UTF-8' ENV LANG='en_US.UTF-8' LANGUAGE='en_US:en' LC_ALL='en_US.UTF-8'

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dvc.Jenkinsfile Normal file
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pipeline {
agent {
dockerfile true
}
parameters {
string(name: 'batch_size', defaultValue: '512', description: 'size of batch')
string(name: 'learning_rate', defaultValue: '0.01', description: 'Learning rate')
string(name: 'epochs', defaultValue: '14', description: 'epochs')
}
stages {
stage('Build') {
steps {
// cleanWs()
git 'https://git.wmi.amu.edu.pl/s434749/ium_434749.git'
// copyArtifacts fingerprintArtifacts: true, projectName: 's434749-create-dataset', selector: lastSuccessful()
sh 'dvc remote add -f -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp'
sh 'dvc remote list'
sh 'dvc remote modify --local ium_ssh_remote password IUM@2021'
sh 'dvc pull'
sh "dvc reproduce"
}
post {
success {
archiveArtifacts 'cnn.pth,results.txt'
}
}
}
}
}