If you haven't gotten an overview yet, take a quick look at the basic concepts.
There are two steps to getting set up.
pip uninstall orchestrate.
Install the SigOpt Python package:
pip install --upgrade https://public.sigopt.com/experiment-management/sigopt-7.1.5-py2.py3-none-any.whl
That's all! You should be able to run
2. First Time Setup & Configuration
In order to interact with the SigOpt API, you'll need to set up some general, basic configuration information.
Configure the SigOpt CLI with the command
sigopt config. You'll be asked a short set of questions:
$ sigopt config SigOpt API token (find at https://app.sigopt.com/tokens/info): Log Collection This will capture and upload the standard output and standard error of your Runs so that you can view them on the SigOpt dashboard. Enable log collection [y/N]: Code Tracking This will record and upload the content of your code so that you can view it on the SigOpt dashboard. The source code hash from your VCS (ie. Git) will be recorded even if this option is disabled. Enable code tracking [y/N]:
You may override the config by setting the
SIGOPT_API_TOKEN environment variable. Visit the authentication page for more details about tokens.
Next: Instrument Your Training Runs
The next step is to instrument your training runs with SigOpt's API.
Choose your development environment: