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
- Model diverges or struggles to converge with complex-valued tensors in DDP
- Fabric: add support for 'auto' accelerator
- Enforce port range for Apps on localhost (similar to cloudspace)
- Pickling error when using cuda in `collate_fn`
- A gracefull design to introduce third-party models as tool for validation
- Add Deepspeed Zero 3 MiCS support (Issues #20378)
- ModelCheckpointCallback is triggered by mistake after every validation stage when mannual optimization
- Add best_k_metrics parameter to the ModelCheckpoint
- Jax Support within Lightning
- [BUG] (`DataLoader`) sanity check fails due to `Input type (torch.FloatTensor) and weight type (torch.cuda.FloatTensor)`
- Docs
- Python not yet supported