tf.raw_ops.CheckNumericsV2
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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, 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.
|
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Last updated 2021-02-18 UTC.
[null,null,["Last updated 2021-02-18 UTC."],[],[],null,["# tf.raw_ops.CheckNumericsV2\n\n\u003cbr /\u003e\n\nChecks a tensor for NaN, -Inf and +Inf values.\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.raw_ops.CheckNumericsV2`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/CheckNumericsV2)\n\n\u003cbr /\u003e\n\n tf.raw_ops.CheckNumericsV2(\n tensor, message, name=None\n )\n\nWhen run, reports an `InvalidArgument` error if `tensor` has any values\nthat are not a number (NaN) or infinity (Inf). Otherwise, passes `tensor` as-is.\nUnlike CheckNumerics (V1), CheckNumericsV2 distinguishes -Inf and +Inf in the\nerrors it throws.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-----------|-------------------------------------------------------------------------------------------|\n| `tensor` | A `Tensor`. Must be one of the following types: `bfloat16`, `half`, `float32`, `float64`. |\n| `message` | A `string`. Prefix of the error message. |\n| `name` | A name for the operation (optional). |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A `Tensor`. Has the same type as `tensor`. ||\n\n\u003cbr /\u003e"]]
