tf.debugging.assert_rank_at_least
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Assert that x
has rank of at least rank
.
tf.debugging.assert_rank_at_least(
x, rank, message=None, name=None
)
This Op checks that the rank of x
is greater or equal to rank
.
If x
has a rank lower than rank
, message
, as well as the shape of x
are printed, and InvalidArgumentError
is raised.
Args |
x
|
Tensor .
|
rank
|
Scalar integer Tensor .
|
message
|
A string to prefix to the default message.
|
name
|
A name for this operation (optional). Defaults to
"assert_rank_at_least".
|
Returns |
Op raising InvalidArgumentError unless x has specified rank or higher.
If static checks determine x has correct rank, a no_op is returned.
This can be used with tf.control_dependencies inside of tf.function s
to block followup computation until the check has executed.
|
Raises |
InvalidArgumentError
|
x does not have rank at least rank , but the rank
cannot be statically determined.
|
ValueError
|
If static checks determine x has mismatched rank.
|
returns None
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Last updated 2021-08-16 UTC.
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{"lastModified": "Last updated 2021-08-16 UTC."}
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