Data and AI struggles

1,398 problems · 313 companies

MLOps

Trouble with NVIDIA tensor

3 posts from 3 people3d activeSteady, +1 this week

Posts per day

Posts per day3 posts, Aug 27 to Oct 30

The posts behind it

GitHub issuespytorch/pytorch · thearshkumarOct 26

CUDA reductions over an expanded tensor with a reduced dim > INT_MAX: INTERNAL ASSERT in TensorIteratorBase::split

### 🐛 Describe the bug A CUDA reduction over an expanded (stride-0) input whose reduced dimension is larger than `INT_MAX` crashes with an internal assert. It allocates almost nothing. Reproduced on an H100 80GB with 2.14.1+cu130 and nightly 2.16.0.dev20261025+cu130. The same...

GitHub issuespytorch/pytorch · Roy-KidOct 9

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...

GitHub issuesggml-org/llama.cpp · art-denAug 27

DFlash2 is not working with `--split-mode tensor`

Assertion is failed on llama-server startup: Minimal command options to reproduce assert: It is working with `--split-mode layer` (no assertion on startup) More information: - Windows 10 - Cuda - RTX 5060 Ti 16 Gb x2

2 reactions5 replies

Companies and products named

3 posts
2 posts
1 post
About this problem

Evidence

3 posts from 3 people in 2 places, about 1 a week over 61 days. Mostly on pytorch/pytorch, ggml-org/llama.cpp. Tools named alongside: PyTorch, llama.cpp.

Frustration Frustration 0 of 3· Seen on GitHub issues

How it was grouped

Posts about NVIDIA with no known issue, sharing the word "tensor". First post Aug 27, 2026, latest Oct 26, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

Other NVIDIA problems

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 39 posts from 36 people on GitHub issues, Reddit, Community forums.

NVIDIA upgrades break working setups

11 posts from 11 people on GitHub issues.

Trouble with NVIDIA account

Top post: "NVIDIA Careers Workday Account Inactive: Unable to Log In or Reset Password", one of 7 posts from 6 people on Community forums.

NVIDIA lock-in makes switching costly

5 posts from 5 people on GitHub issues, Hacker News, Bluesky.

NVIDIA vulnerabilities are hard to triage and patch

77 posts from 77 people on Glyph Ibis.

Running NVIDIA locally hits memory and speed limits

10 posts from 10 people on GitHub issues.

NVIDIA GPU access and drivers are painful

9 posts from 9 people on GitHub issues, Mastodon, Reddit.

NVIDIA runs out of memory

5 posts from 5 people on GitHub issues.

NVIDIA error messages are cryptic

3 posts from 3 people on GitHub issues, Reddit.

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 3 posts from 3 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.

Trouble with NVIDIA inductor

Top post: "Inductor template lookup keys are tied to CUDA architecture names", one of 3 posts from 3 people on GitHub issues.

History

First seen with 3 posts; the top post now: "DFlash2 is not working with `--split-mode tensor`".

Oct 30, 2026