Fallacies and Pitfalls

Changing OneCycleLR learningrate

By default the OneCycleLR learning rate scheduler will ignore the setting for òptimizer.lr and instead will use the setting scheduler.max_lr to calculate each steps learning rate. To avoid problems when sweeping the the learning rate, in hannah the default setting for scheduler.max_lr is using the same as optimizer.lr but this can be overridden in project specific configuration files.

No SecretStorage or DBUS running

During poetry install the system will try to unlock secret storage / keyring. If this fails you will see a Error Message like:

[org.freedesktop.DBus.Error.UnknownMethod] ('Object does not exist on path "/org/freedesktop/secrets/collection/login"')

You can disable this error message by one of the following means:

• Install and Configure a local DBus and Keyring support. This might work.
• Setting the default backend for keyring: export PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring
• Disabling keyring for the whole system: keyring --disable -b keyring.backends.SecretService.Keyring