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lines changed Original file line number Diff line number Diff line change 1111class SAM (Optimizer , BaseOptimizer ):
1212 r"""Sharpness-Aware Minimization for Efficiently Improving Generalization
1313
14- Example :
14+ Example:
1515 from pytorch_optimizer import SAM
1616 ...
1717 model = YourModel()
@@ -50,11 +50,13 @@ def closure():
5050 optimizer.step(closure)
5151 optimizer.zero_grad()
5252
53- :param params: PARAMETERS. iterable of parameters to optimize or dicts defining parameter groups
54- :param base_optimizer: Optimizer. base optimizer
55- :param rho: float. size of the neighborhood for computing the max loss
56- :param adaptive: bool. element-wise Adaptive SAM
57- :param kwargs: Dict. parameters for optimizer.
53+ Arguments:
54+
55+ params: PARAMETERS. iterable of parameters to optimize or dicts defining parameter groups
56+ base_optimizer: Optimizer. base optimizer
57+ rho: float. size of the neighborhood for computing the max loss
58+ adaptive: bool. element-wise Adaptive SAM
59+ kwargs: Dict. parameters for optimizer.
5860 """
5961
6062 def __init__ (
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