optimizer.optimizer.Optimizer Class Reference

Public Member Functions
	__init__ (self, learning_rate=0.001, nums_trainable_ops=trainable_ops.ALL)

Data Fields
	learning_rate
	nums_trainable_ops

Detailed Description

Base class for optimizers.

Definition at line 4 of file optimizer.py.

Constructor & Destructor Documentation

__init__()

optimizer.optimizer.Optimizer.__init__	(		self,
			learning_rate = 0.001,
			nums_trainable_ops = trainable_ops.ALL
	)

Initialize the optimizer.
Args:
    learning_rate (float): The learning rate for optimization.

Reimplemented in optimizer.adam.Adam, and optimizer.sgd.SGD.

Definition at line 8 of file optimizer.py.

    def __init__(self, learning_rate=0.001, nums_trainable_ops=trainable_ops.ALL):
        """
        Initialize the optimizer.
        Args:
            learning_rate (float): The learning rate for optimization.
        """
        self.learning_rate = learning_rate
        self.nums_trainable_ops = nums_trainable_ops

Field Documentation

learning_rate

optimizer.optimizer.Optimizer.learning_rate

Definition at line 14 of file optimizer.py.

nums_trainable_ops

optimizer.optimizer.Optimizer.nums_trainable_ops

Definition at line 15 of file optimizer.py.

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The documentation for this class was generated from the following file:

• runtime/onert/api/python/package/experimental/train/optimizer/optimizer.py