Trouble with NVIDIA process
3 posts from 3 people3d activeSteady, +1 this week
Posts per day
The posts behind it
`HuggingFaceEmbeddings(multi_process=True)` starts CPU workers on non-CUDA accelerators
### Submission checklist - [x] This is a bug, not a usage question. - [x] I added a clear and descriptive title that summarizes this issue. - [x] I used the GitHub search to find a similar question and didn't find it. - [x] I am sure that this is a bug in LangChain rather than...
Fake CUDA tensor with requires_grad=True aborts the process on CPU-only builds (c10::Error through terminate)
### 🐛 Describe the bug On a CPU-only build, a fake CUDA tensor that requires grad aborts the whole process on the first autograd-recorded op. The `c10::Error` is not translated into a Python exception; it goes straight to `terminate`. No Dynamo is needed: Without...
[Feature Request] Make the fake process group and the LocalTensor RNG state path accelerator-agnostic (third-party devices, e.g. Ascend NPU)
...accelerator type, deduped, probe wrapped in try/except). Resolving eagerly at import does not work: `fake_pg` is imported while `_import_device_backends()` is still autoloading the vendor backend (the import chain pulls in `dynamo -> fsdp -> _flat_param -> fake_pg`), so...
Companies and products named
About this problem
Evidence
3 posts from 3 people in 2 places, about 1 a week over 35 days. Mostly on pytorch/pytorch, langchain-ai/langchain. Tools named alongside: PyTorch, Anthropic, OpenAI, Perplexity.
Frustration Frustration 0 of 3· Seen on GitHub issues
How it was grouped
Posts about NVIDIA with no known issue, sharing the word "process". First post Oct 1, 2026, latest Nov 4, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method
Other NVIDIA problems
Running NVIDIA locally hits memory and speed limits
16 posts from 16 people on GitHub issues.
NVIDIA users keep filing bugs
Top post: "`clef-flash` decision model always fails on `/v1/systemone`, Clef: non-finite logit (CUDA) / Clef: cannot", one of 41 posts from 38 people on GitHub issues, Reddit, Community forums.
Trouble with NVIDIA windows
Top post: "Windows CUDA prebuilt binaries stuck at b11828 while release tags keep advancing (b11846..b11852)", one of 3 posts from 3 people on GitHub issues.
NVIDIA GPU access and drivers are painful
12 posts from 12 people on GitHub issues, Mastodon, Reddit.
NVIDIA vulnerabilities are hard to triage and patch
77 posts from 77 people on Glyph Ibis.
NVIDIA upgrades break working setups
11 posts from 11 people on GitHub issues.
Trouble with NVIDIA account
Top post: "NVIDIA Careers Workday Account Locked - Unable to Complete Employee Referral Application", one of 9 posts from 8 people on Community forums.
NVIDIA lock-in makes switching costly
5 posts from 5 people on GitHub issues, Hacker News, Bluesky.
NVIDIA runs out of memory
5 posts from 5 people on GitHub issues.
Trouble with NVIDIA slower
Top post: "CUDA training loop runs ~50x slower while a DataLoader iterates in a background thread, since 2.10.0", one of 4 posts from 4 people on GitHub issues.
Trouble with NVIDIA phone
Top post: "Unable to receive OTP for Vietnam (+84) phone verification on build.nvidia.com", one of 3 posts from 3 people on Community forums.
Fine-tuning NVIDIA is costly and unpredictable
3 posts from 3 people on GitHub issues.
History