[英]Can ClearML (formerly Trains) work a local server?
免责声明:我是 ClearML 团队的成员(以前称为 Trains)
我真的很想绕过这个限制并在我的本地机器上运行实验,而不是连接到任何远程目的地。
几个选项:
echo "vm.max_map_count=262144" > /tmp/99-trains.conf
sudo mv /tmp/99-trains.conf /etc/sysctl.d/99-trains.conf
sudo sysctl -w vm.max_map_count=262144
sudo service docker restart
sudo curl -L "https://github.com/docker/compose/releases/latest/download/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
sudo chmod +x /usr/local/bin/docker-compose
sudo mkdir -p /opt/trains/data/elastic_7
sudo mkdir -p /opt/trains/data/mongo/db
sudo mkdir -p /opt/trains/data/mongo/configdb
sudo mkdir -p /opt/trains/data/redis
sudo mkdir -p /opt/trains/logs
sudo mkdir -p /opt/trains/config
sudo mkdir -p /opt/trains/data/fileserver
sudo curl https://raw.githubusercontent.com/allegroai/trains-server/master/docker-compose.yml -o /opt/trains/docker-compose.yml
docker-compose -f /opt/trains/docker-compose.yml up -d
from clearml import Task
Task.set_offline(True)
task = Task.init(project_name='examples', task_name='offline mode experiment')
当该过程结束时,您将获得一个指向 zip 文件的链接,该文件包含整个离线 session 的 output:
ClearML Task: Offline session stored in /home/user/.clearml/cache/offline/offline-2d061bb57d9e408a9420c4fe81e26ad0.zip
稍后您可以使用以下命令导入 session:
from clearml import Task
Task.import_offline_session('/home/user/.clearml/cache/offline/offline-2d061bb57d9e408a9420c4fe81e26ad0.zip')
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