Create an Experiment

You can create experiments manually in Picsell.ia in the Experiments tab. It's a basic usage that allows you to initialize an experiment instance with a few parameters :

  • name
  • description
  • base architecture
  • hyperparameters (will be stored in a data asset)
  • dataset

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Let's dive into the concept of base architecture and dataset !

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Base architecture

If you click on one of the button, a modal will open and a list of available base architecture will appear.

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And then if you select a base model, you will see it appear like this;

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What is the point ?

As ML and AI training process is an iterative process, you may or may not want to use previous checkpoints, trained model, config file of a previous version of your experiments.

This is done automatically when selecting a base experiment or model 😌

Dataset

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If you are doing a computer vision experiment, you might have some data in your Datalake and have created some Datasets;

To attach a dataset to your experiment so you can download the images or annotations in your code, you can select one here (alternatively you can always pull your datasets by using the Dataset class of the Python SDK).

You can now observe the experiments you created in the experiment list of your project, it will look like this.

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