Fix outdated CUDA version and add GPU setup note for Model Builder #50127
Conversation
This file contains hidden or 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
abhiramch018
requested review from
a team,
JakeRadMSFT,
gewarren and
luisquintanilla
as code owners
dotnet-policy-service
bot
added
dotnet-ml/svc
community-contribution
| - [!INCLUDE [interactive](../../../includes/cli-interactive.md)] | ||
|
|
||
| - **`--launch-profile <NAME>`** | ||
| - **`--launch-profile <NAME>` | `-lp <NAME>`** |
Contributor
There was a problem hiding this comment.
These changes should be removed from this PR.
Contributor
|
Closing PR due to extra unrelated changes. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
4 participants
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Outdated suggestions cannot be applied.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.
This PR updates the Model Builder GPU installation guide to resolve issues reported when using CUDA 10.1, which caused "no kernel found" errors during object detection while image classification worked correctly.
Changes made
Updated the recommended CUDA version from 10.1 → 11.8 (or later).
Added a clear warning note about kernel errors with older CUDA versions.
Updated cuDNN installation instructions for compatibility with CUDA 11.x.
Retained and clarified the troubleshooting section for driver setup and CUDA detection.
Updated metadata date and improved formatting for clarity.
Why this change
Following the previous instructions (CUDA 10.1 + cuDNN 7.6.4) led to TensorFlow GPU initialization issues for object detection models in Model Builder.
The updated instructions now reflect the tested, stable configuration for recent .NET and TensorFlow versions.
Internal previews