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tf.math.log

Defined in generated file: python/ops/gen_math_ops.py

Computes natural logarithm of x element-wise.

Aliases:

  • tf.compat.v1.log
  • tf.compat.v1.math.log
  • tf.compat.v2.math.log
tf.math.log(
    x,
    name=None
)

Used in the guide:

Used in the tutorials:

I.e., \(y = \log_e x\).

Args:

  • x: A Tensor. Must be one of the following types: bfloat16, half, float32, float64, complex64, complex128.
  • name: A name for the operation (optional).

Returns:

A Tensor. Has the same type as x.