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
- `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
- Proper support for Pytorch SequentialLR Scheduler
- Model Pruning Callback Failing
- WandbLogger does not log checkpoints from multiple ModelCheckpoint callbacks, but only from last one
- Integrate TorchTensorRt in order to increase speed during inference
- Use `FutureWarning` instead of `DeprecationWarning` for deprecation warning
- [RFC] Move logger `v_num` information out of progress bar and into simple log statement
- Docs
- Python not yet supported