Brian Broll
ff541be7a0
* WIP #990 initial commit of dockerfiles * WIP #990 Everything but CMD working * Added deepforge config, added torch install * Updated the comment describing the image * WIP Added cuda worker docker image * WIP #990 Added wget and blob configuration * WIP #990 Fixed worker connection dockerfile * WIP #990 Fixed docker image issues * WIP #990 Reuse the node_modules directory * WIP #990 Reuse node modules in docker image * WIP #990 Added entrypoint and cmd files * WIP #990 Updated the standalone image * WIP #990 Removed standalone docker file This should be replaced with something like docker compose instead * WIP #990 Added deployment instructions * WIP #990 Added additional comments about volumes, gpu
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46 linhas
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Dockerized Installation
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-----------------------
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Each of the components are also available as docker containers. This page outlines the running of each of the main components as docker containers and connecting them as necessary.
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Database
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~~~~~~~~
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First, you can start the mongo container using:
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.. code-block:: bash
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docker run -d -v /abs/path/to/data:/data/db mongo
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where :code:`/abs/path/to/data` is the path to the mongo data location on the host. If running the database in a container, you will need to get the ip address of the given container:
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.. code-block:: bash
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docker inspect <container id> | grep IPAddr
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The :code:`<container id>` is the value returned from the original :code:`docker run` command.
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When running mongo in a docker container, it is important to mount an external volume (using the :code:`-v` flag) to be used for the actual data (otherwise the data will be lost when the container is stopped).
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Server
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~~~~~~
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The DeepForge server can be started with
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.. code-block:: bash
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docker run -d -v /home/irishninja/.deepforge/blob:/data/blob \
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-p 8888:8888 -e MONGO_URI=mongodb://172.17.0.2:27017/deepforge \
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deepforge/server
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where :code:`172.17.0.2` is the ip address of the mongo container and :code:`/home/irishninja/.deepforge/blob` is the path to use for binary DeepForge data on the host. Of course, if the mongo instance is locating at a different location, :code:`MONGO_URI` can be set to this address as well. Also, the first port (:code:`8888`) can be replaced with the desired port to expose on the host.
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Worker
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~~~~~~
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As workers may require GPU access, they will need to use the nvidia-docker plugin. Workers can be created using
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.. code-block:: bash
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nvidia-docker run -d deepforge/worker http://172.17.0.1:8888
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where :code:`http://172.17.0.1:8888` is the location of the DeepForge server to which to connect.
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**Note**: The :code:`deepforge/worker` image is packaged with cuda 7.5. Depending upon your hardware and nvidia version, you may need to build your own docker image or run the worker natively.
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