Improve error message of RaggedTensor by showing data type explicitly #34130
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
While working on writing a tf.data pipeline with RaggedTensor the following
error showed up:
```
def raise_from(value, from_value):
> raise value
E InvalidArgumentError: Expected splits Tensor dtype: 9, found: 3 [Op:RaggedTensorFromVariant]
/usr/local/lib/python2.7/dist-packages/six.py:737: InvalidArgumentError
```
It is not very obvious about the exact type that needs. Until found out in
`tensorflow/core/framework/types.proto` that `3` is `int32` and `9` is `int64`.
This PR enhance the error message by explictily print out the DataType in string,
so the message will be:
```
E InvalidArgumentError: Expected splits Tensor dtype: int64, found: int32 [Op:RaggedTensorFromVariant]
```
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
ezhulenev
approved these changes
Jan 8, 2020
tensorflow-bot
bot
added
kokoro:force-run
tensorflow-copybara
pushed a commit
that referenced
this pull request
Jan 9, 2020
PiperOrigin-RevId: 288932302 Change-Id: Ib37fb307289f848be851533540ca801899be5c29
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
While working on writing a tf.data pipeline with RaggedTensor the following
error showed up:
It is not very obvious about the exact type that needs. Until found out in
tensorflow/core/framework/types.protothat3isint32and9isint64.This PR enhance the error message by explictily print out the DataType in string,
so the message will be:
Signed-off-by: Yong Tang yong.tang.github@outlook.com