lightning
https://github.com/lightning-ai/lightning
Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
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- Issues
- Console output failed to be logged with offline WandbLogger
- Hide progress bars on HPC logging environments but keep in interactive terminals
- Mark APIs in app framework as experimental
- ModelCheckpoint Callback state loader with missing dir
- `num_training_batches` is `inf` in `configure_optimizers`
- SaveConfigCallback saves config to the current working directory instead of the logging directory.
- `No inf checks were recorded for this optimizer` when using SWA together with batch norm layers
- deepspeed strategy can't save checkpoint, TypeError: cannot pickle `torch._C._distributed_c10d.ProcessGroup` object
- lightning version is the SLURM job number when run on a node provisioned by SLURM
- Guarantee call order for callbacks
- Docs
- Python not yet supported