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Monitoring

Deepspeed’s Monitor module can log training details into a Tensorboard-compatible file, to WandB, or to simple CSV files. Below is an overview of what DeepSpeed will log automatically.

TensorBoard

.. autopydantic_model:: deepspeed.monitor.config.TensorBoardConfig

WandB

.. autopydantic_model:: deepspeed.monitor.config.WandbConfig

Comet

.. autopydantic_model:: deepspeed.monitor.config.CometConfig

CSV Monitor

.. autopydantic_model:: deepspeed.monitor.config.CSVConfig