Migrate an experiment to a different H2O Hydrogen Torch version

Overview

You can migrate an experiment to a different H2O Hydrogen Torch version. In particular, H2O Hydrogen Torch lets you migrate an experiment with an experiment's YAML file. The file contains the experiment's settings that you can use to rerun the experiment in a different version of H2O Hydrogen Torch.

• You can also utilize an experiment's YAML file to explore experiment errors. To learn more, see Download an experiment's logs/config file

caution

• An experiment's YAML file does not migrate the dataset(s) utilized for the experiment. To migrate an experiment to a different version of H2O Hydrogen Torch, you need the experiment's YAML file and the dataset(s) utilized
• v1.1.0+ supports the migration of experiments (that is, you can migrate experiments within any version after v1.0.1)

Instructions

To migrate an experiment to a different version of H2O Hydrogen Torch, consider the following instructions:

1. Open the experiments list

   In the H2O Hydrogen Torch navigation menu, click View experiments.

2. Select the experiment to migrate

   In the Experiments table, select the name of the experiment you want to migrate to a different version of H2O Hydrogen Torch.

3. Download the logs and config

   Click Download logs/config.

   • In particualr, H2O Hydrogen Torch downloads a YAML file that contains the setting values of the experiment. To learn more, see Download an experiment's logs/config file
4. Start an experiment in the target version

   In the navigation menu of a different version of H2O Hydrogen Torch (where you want to migrate the experiment), click Create experiment.

5. Turn on Import config from YAML

   In General settings, click the Import config from YAML toggle to the on position.

   

6. Upload the YAML file

   Upload the downloaded YAML file (retrieved in step 3).

7. Click Upload!.

8. Review the dataset settings

   Review/specify the settings in the Dataset settings section (the dataset settings are set automatically).

   caution

   An experiment's YAML file does not migrate the dataset(s) utilized for the experiment. You need to import the dataset(s) you utilized to build the experiment (model) in the other version of H2O Hydrogen Torch.

9. Run the experiment

   Click Run experiment

   note

   The rebuilt experiment (model) is expected to differ due to code and package changes. However, they should be similar.

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