log
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class log(Operation):
"""Computes the natural logarithm of x element-wise.
"""
def __init__(self, x):
"""Construct log
Args:
x: Input node
"""
super().__init__([x])
def compute(self, x_value):
"""Compute the output of the log operation
Args:
x_value: Input value
"""
return np.log(x_value)
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