https://github.com/phrb/gce_autotuning_example

https://github.com/phrb/gce_autotuning_example

Last synced: 18 days ago
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• Host: GitHub
• URL: https://github.com/phrb/gce_autotuning_example
• Owner: phrb
• License: gpl-2.0
• Created: 2015-10-31T21:48:55.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2015-11-11T14:25:14.000Z (almost 9 years ago)
• Last Synced: 2023-08-03T06:10:14.831Z (over 1 year ago)
• Language: Python
• Size: 195 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Autotuning with the Google Compute Engine

This repository contains an example application that uses GCE resources and the OpenTuner autotuning framework.

The `MeasurementClient` class is an OpenTuner `MeasurementDriver` that uses an interface to the GCE API

to send result requests to a server in a GCE virtual machine. The server is hosted in [this repository](https://github.com/phrb/measurement-server).

This git repository contains the `measurement_client` ([repo](https://github.com/phrb/measurement_client))

and the `gce_interface`([repo](https://github.com/phrb/gce_interface)) as git submodules. To clone this

project and its submodules run:

```

$ git clone --recursive https://github.com/phrb/gce_autotuning_example.git

```

To run the example, you have to either copy the [full startup script](https://github.com/phrb/gce_interface/blob/master/startup-script.sh) to this project 

or build a private image, using the commands in the script. You also have to install 

the dependencies that can be found in the startup script. In a Debian Jessie, run:

```

$ sudo apt-get install git python-pip python-dev python-matplotlib libsqlite3-dev libfreetype6-dev

$ sudo pip install --upgrade oauth2client google-api-python-client

$ sudo pip install opentuner

```

Search for the correspondent packages for different distributions.

Now you have to change the project name in `run.py` and enable `gcloud` on your machine. Then you can run:

```

$ python run.py

```

You can also pass options directly to the tuner. Check `run.py` or run the following for more information:

```

$ python rosenbrock.py -h

```