Checks a tensor for NaN, -Inf and +Inf values.
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Compat aliases for migration
See Migration guide for more details.
tf.raw_ops.CheckNumericsV2(
tensor, message, name=None
)
When run, reports an InvalidArgument
error if tensor
has any values
that are not a number (NaN) or infinity (Inf). Otherwise, returns the input
tensor. Unlike CheckNumerics (V1), CheckNumericsV2 distinguishes -Inf and +Inf
in the errors it throws.
Args | |
---|---|
tensor
|
A Tensor . Must be one of the following types: bfloat16 , half , float32 , float64 .
|
message
|
A string . Prefix of the error message.
|
name
|
A name for the operation (optional). |
Returns | |
---|---|
A Tensor . Has the same type as tensor .
|