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This is a beta release of cuPyLMA.
Changelog
- First release.
Known issues and Further Work
- The multi-GPU acceleration is restricted by kernel calls' overheads: we will explore CUDA graph to minimize the overheads.
- The optimizer does not inherit
torch.optim.Optimizerwhich brings extra work on migrating the existing code: we will reconstruct our optimizer to make it follow PyTorch optimizer's interface.