Sets parameters for various monitoring methods.
| 123 | |
| 124 | |
| 125 | class DeepSpeedMonitorConfig(DeepSpeedConfigModel): |
| 126 | """Sets parameters for various monitoring methods.""" |
| 127 | |
| 128 | tensorboard: TensorBoardConfig = {} |
| 129 | """ TensorBoard monitor, requires `tensorboard` package is installed. """ |
| 130 | |
| 131 | comet: CometConfig = {} |
| 132 | """ Comet monitor, requires `comet_ml` package is installed """ |
| 133 | |
| 134 | wandb: WandbConfig = {} |
| 135 | """ WandB monitor, requires `wandb` package is installed. """ |
| 136 | |
| 137 | csv_monitor: CSVConfig = {} |
| 138 | """ Local CSV output of monitoring data. """ |
| 139 | |
| 140 | @model_validator(mode="after") |
| 141 | def check_enabled(self): |
| 142 | enabled = self.tensorboard.enabled or self.wandb.enabled or self.csv_monitor.enabled or self.comet.enabled |
| 143 | self.__dict__["enabled"] = enabled |
| 144 | return self |
no outgoing calls