tf.debugging.assert_greater_equal

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Assert the condition x >= y holds element-wise.

Aliases:

  • tf.compat.v2.debugging.assert_greater_equal
tf.debugging.assert_greater_equal(
    x,
    y,
    message=None,
    summarize=None,
    name=None
)

This Op checks that x[i] >= y[i] holds for every pair of (possibly broadcast) elements of x and y. If both x and y are empty, this is trivially satisfied.

If x is not greater or equal to y element-wise, message, as well as the first summarize entries of x and y are printed, and InvalidArgumentError is raised.

Args:

  • x: Numeric Tensor.
  • y: Numeric Tensor, same dtype as and broadcastable to x.
  • message: A string to prefix to the default message.
  • summarize: Print this many entries of each tensor.
  • name: A name for this operation (optional). Defaults to "assert_greater_equal".

Returns:

Op that raises InvalidArgumentError if x >= y is False. This can be used with tf.control_dependencies inside of tf.functions to block followup computation until the check has executed.

Raises:

  • InvalidArgumentError: if the check can be performed immediately and x >= y is False. The check can be performed immediately during eager execution or if x and y are statically known.

Eager Compatibility

returns None

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