Every Valohai project includes one or more data stores. These data stores serve as secure storage locations for your files, used for downloading training data and uploading files generated from executions, like trained models.
Valohai supports the following data store types:
- AWS S3
- Azure Storage Account
- Google Cloud Storage
- OpenStack Swift
By default, if you don’t set a specific data store for your project, your files will be stored in an Amazon S3 bucket under the Valohai account. Rest assured, this bucket is not public, ensuring the security of your data. However, we recommend configuring your own private data store for added control.
Aside from downloading files from data stores, you can also retrieve files from any public HTTP(S) address. For private installations, we offer mount-based data ingestion options.