__init__.py 834 B

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  1. """
  2. :mod:`torch.optim` is a package implementing various optimization algorithms.
  3. Most commonly used methods are already supported, and the interface is general
  4. enough, so that more sophisticated ones can also be easily integrated in the
  5. future.
  6. """
  7. from .adadelta import Adadelta
  8. from .adagrad import Adagrad
  9. from .adam import Adam
  10. from .adamw import AdamW
  11. from .sparse_adam import SparseAdam
  12. from .adamax import Adamax
  13. from .asgd import ASGD
  14. from .sgd import SGD
  15. from .radam import RAdam
  16. from .rprop import Rprop
  17. from .rmsprop import RMSprop
  18. from .optimizer import Optimizer
  19. from .nadam import NAdam
  20. from .lbfgs import LBFGS
  21. from . import lr_scheduler
  22. from . import swa_utils
  23. del adadelta
  24. del adagrad
  25. del adam
  26. del adamw
  27. del sparse_adam
  28. del adamax
  29. del asgd
  30. del sgd
  31. del radam
  32. del rprop
  33. del rmsprop
  34. del optimizer
  35. del nadam
  36. del lbfgs