tf.compat.v1.assert_less
Stay organized with collections
Save and categorize content based on your preferences.
Assert the condition x < y holds element-wise.
tf.compat.v1.assert_less(
x, y, data=None, summarize=None, message=None, name=None
)
Example of adding a dependency to an operation:
with tf.control_dependencies([tf.compat.v1.assert_less(x, y)]):
output = tf.reduce_sum(x)
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.
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_less".
|
Returns |
|---|
Op that raises InvalidArgumentError if x < y is False.
|
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.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.compat.v1.assert_less\n\n\u003cbr /\u003e\n\n|----------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.0.0/tensorflow/python/ops/check_ops.py#L822-L867) |\n\nAssert the condition `x \u003c 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_less`](/api_docs/python/tf/compat/v1/assert_less)\n\n\u003cbr /\u003e\n\n tf.compat.v1.assert_less(\n x, y, data=None, summarize=None, message=None, name=None\n )\n\nExample of adding a dependency to an operation: \n\n with tf.control_dependencies([tf.compat.v1.assert_less(x, y)]):\n output = tf.reduce_sum(x)\n\nThis condition holds if for every pair of (possibly broadcast) elements\n`x[i]`, `y[i]`, we have `x[i] \u003c y[i]`.\nIf both `x` and `y` are empty, this is trivially satisfied.\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_less\". |\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 \u003c y` is False. ||\n\n\u003cbr /\u003e"]]
View source on GitHub