TensorFlow 1 version
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View source on GitHub
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Assert the condition x < y holds element-wise.
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 first
summarize entries of x and y are printed, and InvalidArgumentError is
raised.
Args | |
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x
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Numeric Tensor.
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y
|
Numeric Tensor, same dtype as and broadcastable to x.
|
message
|
A string to prefix to the default message. |
summarize
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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.
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Raises | |
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InvalidArgumentError
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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.
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Eager Compatibility
returns None