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v0.10.0

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@dfalbel dfalbel released this 14 Apr 06:07
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Breaking changes

  • Updated to LibTorch v1.13.1 (#977)

New features

  • Provide pre-built binaries for torch using a GH Action workflow. (#975)
  • Added nn_silu() and nnf_silu(). (#985)
  • Added support for deep cloning nn_modules. (#986)
  • Added local_no_grad() and local_enable_grad() as alternatives for the with_ functions. (#990)
  • Added optim_adamw optimizer. (#991)
  • Added support for automatic mixed precision (#996)
  • Added functionality to temporarily modify the torch seed. (#999)
  • Support for creating torch tensors from raw vectors and back. (#1003)

Bug fixes

  • Dataloaders now preserve the batch dimension when batch_size=1 is used. (#994)

Internal

  • Large refactoring of the build system. (#964)
  • Use native symbol registration instead of dynamic lookup. (#976)
  • Returning lists of tensors to R is now much faster. (#993)