tf.image.resize_with_pad raises InvalidArgumentError but the behavior is not documented #56333
Description
Click to expand!
Issue Type
Documentation Bug
Source
binary
Tensorflow Version
v2.9.0-18-gd8ce9f9c301 2.9.1
Custom Code
No
OS Platform and Distribution
macOS 12.4
Mobile device
No response
Python version
3.9
Bazel version
No response
GCC/Compiler version
No response
CUDA/cuDNN version
No response
GPU model and memory
No response
Current Behaviour?
The documentation only states `tf.image.resize_with_pad` raises `ValueError`.
https://www.tensorflow.org/api_docs/python/tf/image/resize_with_pad#raises
The function actually raises `InvalidArgumentError` if the resized image becomes too small (zero width or zero height). The function should raise a `ValueError` corresponding to this situation, or at least document that the function raises `InvalidArgumentError`.
The same applies `tf.image.resize` with `preserve_aspect_ratio=True`.Standalone code to reproduce the issue
import tensorflow as tf
tf.image.resize_with_pad(tf.ones((1, 100, 1)), target_height=10, target_width=10)
### Relevant log output
```shell
---------------------------------------------------------------------------
InvalidArgumentError Traceback (most recent call last)
/var/folders/xx/0bq30ljn7dz9055_2f5kd2csqm1fwc/T/ipykernel_41817/1900687440.py in <module>
----> 1 tf.image.resize_with_pad(tf.ones((1, 100, 1)), target_height=10, target_width=10)
~/projects/ailab-psd-processing/.venv/lib/python3.7/site-packages/tensorflow/python/util/traceback_utils.py in error_handler(*args, **kwargs)
151 except Exception as e:
152 filtered_tb = _process_traceback_frames(e.__traceback__)
--> 153 raise e.with_traceback(filtered_tb) from None
154 finally:
155 del filtered_tb
~/projects/ailab-psd-processing/.venv/lib/python3.7/site-packages/tensorflow/python/framework/ops.py in raise_from_not_ok_status(e, name)
7162 def raise_from_not_ok_status(e, name):
7163 e.message += (" name: " + name if name is not None else "")
-> 7164 raise core._status_to_exception(e) from None # pylint: disable=protected-access
7165
7166
InvalidArgumentError: output dimensions must be positive [Op:ResizeBilinear]
</details>