chore: cleanup

metaopt · XuehaiPan · Sep 11, 2022 · Apr 13, 2022 · Apr 13, 2022 · Apr 13, 2022
commit 8f8d3efbd5a39382bf8a057922d7ad36b39b8146
diff --git a/torchopt/_src/optimizer/func/base.py b/torchopt/_src/optimizer/func/base.py
@@ -26,8 +26,8 @@
 class FuncOptimizer:  # pylint: disable=too-few-public-methods
     """A wrapper class to hold the functional optimizer.
 
-    This wrapper makes it easier to maintain the optimizer states. The optimizer states are holden
-    by the wrapper internally. The wrapper provides a :meth:`step` function to compute the gradients
+    This wrapper makes it easier to maintain the optimizer states. The optimizer states are held by
+    the wrapper internally. The wrapper provides a :meth:`step` function to compute the gradients
     and update the parameters.
 
     See Also:
@@ -65,7 +65,7 @@ def step(
             params: (tree of torch.Tensor)
                 An tree of :class:`torch.Tensor`\s. Specifies what tensors should be optimized.
             inplace (optional): (default: :data:`None`)
-                Wether to update the parameters in-place. If :data:`None`, use the default value
+                Whether to update the parameters in-place. If :data:`None`, use the default value
                 specified in the constructor.
         """
         if self.optim_state is None: