tf.compat.v1.assert_equal
bookmark_borderbookmark
Stay organized with collections
Save and categorize content based on your preferences.
Assert the condition x == y holds element-wise.
View aliases
Compat aliases for migration
See
Migration guide for
more details.
tf.compat.v1.debugging.assert_equal
tf.compat.v1.assert_equal(
x, y, data=None, summarize=None, message=None, name=None
)
This condition holds if for every pair of (possibly broadcast) elements
x[i], y[i], we have x[i] == y[i].
If both x and y are empty, this is trivially satisfied.
When running in graph mode, you should add a dependency on this operation
to ensure that it runs. Example of adding a dependency to an operation:
with tf.control_dependencies([tf.compat.v1.assert_equal(x, y)]):
output = tf.reduce_sum(x)
Args |
|---|
x
|
Numeric Tensor.
|
y
|
Numeric Tensor, same dtype as and broadcastable to x.
|
data
|
The tensors to print out if the condition is False. Defaults to
error message and first few entries of x, y.
|
summarize
|
Print this many entries of each tensor.
|
message
|
A string to prefix to the default message.
|
name
|
A name for this operation (optional). Defaults to "assert_equal".
|
Returns |
|---|
Op that raises InvalidArgumentError if x == y is False.
|
Raises |
|---|
InvalidArgumentError
|
if the check can be performed immediately and
x == y is False. The check can be performed immediately during
eager execution or if x and y are statically known.
|
Eager Compatibility
returns None
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2020-10-01 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2020-10-01 UTC."],[],[],null,["# tf.compat.v1.assert_equal\n\n\u003cbr /\u003e\n\n|----------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.2.0/tensorflow/python/ops/check_ops.py#L651-L659) |\n\nAssert the condition `x == y` holds element-wise.\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.assert_equal`](/api_docs/python/tf/compat/v1/assert_equal)\n\n\u003cbr /\u003e\n\n tf.compat.v1.assert_equal(\n x, y, data=None, summarize=None, message=None, name=None\n )\n\nThis condition holds if for every pair of (possibly broadcast) elements\n`x[i]`, `y[i]`, we have `x[i] == y[i]`.\nIf both `x` and `y` are empty, this is trivially satisfied.\n\nWhen running in graph mode, you should add a dependency on this operation\nto ensure that it runs. Example of adding a dependency to an operation: \n\n with tf.control_dependencies([tf.compat.v1.assert_equal(x, y)]):\n output = tf.reduce_sum(x)\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-------------|------------------------------------------------------------------------------------------------------------------|\n| `x` | Numeric `Tensor`. |\n| `y` | Numeric `Tensor`, same dtype as and broadcastable to `x`. |\n| `data` | The tensors to print out if the condition is False. Defaults to error message and first few entries of `x`, `y`. |\n| `summarize` | Print this many entries of each tensor. |\n| `message` | A string to prefix to the default message. |\n| `name` | A name for this operation (optional). Defaults to \"assert_equal\". |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| Op that raises `InvalidArgumentError` if `x == y` is False. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `InvalidArgumentError` | if the check can be performed immediately and `x == y` is False. The check can be performed immediately during eager execution or if `x` and `y` are statically known. |\n\n\u003cbr /\u003e\n\n#### Eager Compatibility\n\nreturns None"]]
View source on GitHub