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tf.debugging.assert_less_equal

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

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 less or equal than 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_less_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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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/debugging/assert_less_equal