tf.raw_ops.CheckNumericsV2

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

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.CheckNumericsV2

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, passes tensor as-is. 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.