tf.math.is_finite
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Returns which elements of x are finite.
tf.math.is_finite(
x: Annotated[Any, tf.raw_ops.Any],
name=None
) -> Annotated[Any, tf.raw_ops.Any]
Used in the notebooks
Example:
x = tf.constant([5.0, 4.8, 6.8, np.inf, np.nan])
tf.math.is_finite(x) ==> [True, True, True, False, False]
Args |
|---|
x
|
A Tensor. Must be one of the following types: bfloat16, half, float32, float64.
|
name
|
A name for the operation (optional).
|
Returns |
|---|
A Tensor of type bool.
|
Equivalent to np.isfinite
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Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tf.math.is_finite\n\n\u003cbr /\u003e\n\nReturns which elements of x are finite.\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.debugging.is_finite`](https://www.tensorflow.org/api_docs/python/tf/math/is_finite), [`tf.compat.v1.is_finite`](https://www.tensorflow.org/api_docs/python/tf/math/is_finite), [`tf.compat.v1.math.is_finite`](https://www.tensorflow.org/api_docs/python/tf/math/is_finite)\n\n\u003cbr /\u003e\n\n tf.math.is_finite(\n x: Annotated[Any, ../../tf/raw_ops/Any],\n name=None\n ) -\u003e Annotated[Any, ../../tf/raw_ops/Any]\n\n### Used in the notebooks\n\n| Used in the tutorials |\n|----------------------------------------------------------------------------------------------------------------------|\n| - [TFP Release Notes notebook (0.13.0)](https://www.tensorflow.org/probability/examples/TFP_Release_Notebook_0_13_0) |\n\n#### Example:\n\n x = tf.constant([5.0, 4.8, 6.8, np.inf, np.nan])\n tf.math.is_finite(x) ==\u003e [True, True, True, False, False]\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|--------|-------------------------------------------------------------------------------------------|\n| `x` | A `Tensor`. Must be one of the following types: `bfloat16`, `half`, `float32`, `float64`. |\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` of type `bool`. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\nnumpy compatibility\n-------------------\n\n\u003cbr /\u003e\n\nEquivalent to np.isfinite\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e"]]
