Quick Start

You can start using Trains in four, easy steps and immediately see your experiment in the demo Trains Server (https://demoapp.trains.allegro.ai/dashboard).

To start using Trains, do the following:

  1. Install the Trains package.

    pip install trains
    
  2. Add two lines of code to your Python experiment script.

    from trains import Task
    task = Task.init(project_name="my project", task_name="my task")
    
  3. Run your script.

  4. In your local environment, the console output includes the URL of the experiment's RESULTS page.

    TRAINS Task: overwriting (reusing) task id=60763e04c0ba45ea9fe3cfe79f3f06a3
    TRAINS results page: https://demoapp.trains.allegro.ai/projects/21643e0f1c4a4c99953302fc88a1a84c/experiments/60763e04c0ba45ea9fe3cfe79f3f06a3/output/log
    

    You can now view your experiment in Trains by doing one of the following:

    • If the experiment results URL appears in your console as a hyperlink, click it.
    • If it is not a URL, copy / paste to your browser.

    Alternatively, open our Trains demo server and view your experiment

    Open the demo server (https://demoapp.trains.allegro.ai/dashboard) in your browser and the Home page, click your experiment. The experiment info panel slides open.

The experiment's RESULTS page appears (in full screen mode) and the LOG sub-tab is open.

image

Next Steps

  • Learn more about how Trains works, see our Tutorials.
  • If you want to use a self-hosted server, then deploy Trains Server.