2021-06-16 记事WandbLogger

Published on Aug. 22, 2023, 12:09 p.m.

WandbLogger
Parameters

  • name (Optional[str]) – Display name for the run.
  • save_dir (Optional[str]) – Path where data is saved (wandb dir by default).
  • offline (Optional[bool]) – Run offline (data can be streamed later to wandb servers).
  • id (Optional[str]) – Sets the version, mainly used to resume a previous run.
  • version (Optional[str]) – Same as id.
  • anonymous (Optional[bool]) – Enables or explicitly disables anonymous logging.
  • project (Optional[str]) – The name of the project to which this run will belong.
  • log_model (Optional[bool]) – Save checkpoints in wandb dir to upload on W&B servers. 是否将模型上传到wandb,可以关掉用自己的本地存储就可以,不然的话100G很快会消耗没的
  • prefix (Optional[str]) – A string to put at the beginning of metric keys.
  • experiment – WandB experiment object. Automatically set when creating a run.
  • **kwargs – Arguments passed to wandb.init() like entity, group, tags, etc.

https://pytorch-lightning.readthedocs.io/en/1.3.5/api/pytorch_lightning.loggers.wandb.html