tf.debugging.assert_less | TensorFlow v2.0.0 (original) (raw)
tf.debugging.assert_less
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Assert the condition x < y holds element-wise.
View aliases
Main aliases
tf.debugging.assert_less(
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 less than y element-wise, message, as well as the firstsummarize 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". |
| 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 andx < 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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Last updated 2020-10-01 UTC.