telemetry_node.callbacks

Module for telemetry callbacks.

These callbacks are used to perform special actions when the telemetry node has been updated.

class soulsai.distributed.server.telemetry_node.callbacks.TelemetryCallback

Abstract class for telemetry callbacks.

Callbacks are used to trigger actions when the telemetry node has been updated.

class soulsai.distributed.server.telemetry_node.callbacks.SaveBest(key: str, channel: str)

Callback to send a training checkpoint message via Redis when a new best value is found.

This callback is useful to checkpoint the best model iteration during training based on the best value of a given key in the telemetry stats.