Can't use GPU on latest snapshot
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- Dominant language
- Java
- Stars
- 928
- Forks
- 227
- PR merge metrics
- No merged PRs in 30d
Description
On Windows, I can't use a GPU device even when depending on tensorflow-core-platform-gpu, and I don't see the dll finding output. Things work fine on 0.3.3, but not on 0.4.0-SNAPSHOT so I suspect it's related to the 2.6.0 upgrade.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by comparing the Windows GPU dependency and native DLL-loading behavior between 0.3.3 and 0.4.0-SNAPSHOT, especially around the TensorFlow 2.6.0 upgrade. Reproduce the issue with tensorflow-core-platform-gpu and verify that GPU use works and DLL-finding output is available on the latest snapshot.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java, tensorflow
- Domain
- machine-learning, operating-systems
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100