Checks a tensor for NaN, -Inf and +Inf values.
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.
|