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### 🐛 Describe the bug
I'm trying to do attention on a batch-of-zero, because my program uses a static graph and I rely on zero-batching (index_select zero-batch of inputs, index_add zero-batch of ou…
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[dali.zip](https://github.com/user-attachments/files/17500253/dali.zip) (279000 steps)
This is a synthesized 16kHz Chinese audio, where noise is consistently present at specific frequencies.
![i…
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### Describe the bug
Hello. I tried the Img2Img Pipeline and encountered the error in the images. Could you please check it for me? Thank you
### Reproduction
```python
import torch
fro…
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### Describe the feature
Functionality for multi-step forms, shown with a progress bar, step navigation and invalid state indicators for each step with errors.
### Motivation
To improve the UX for …
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### 🚀 The feature, motivation and pitch
cuDNN has been brewing its own flavor of flash attention (v2) for some time now, and it appears to be ready for integration into upstream PyTorch.
The cur…
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### OpenVINO Version
2024.0.0
### Operating System
Other (Please specify in description)
### Device used for inference
CPU
### Framework
None
### Model used
_No response_
### Issue descripti…
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Dima:
* Numerical Optimization section should be split into parts. It's a weird mix of discrete optimization (Knapsack)--- out of place there, as it's not "numerical", but discrete, with numerical …
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**Describe the bug**
Weird behaviour when using `file` parameter combined with redirecting when having to login.
@Jordatious discovered this issue, he will add details below
**To Reproduce**
S…
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**Alternatives:**
- #26511: **Meta-ticket: Use Python optimization interfaces: PuLP, Pyomo, cylp...**
**Proposed packaging change:**
- #28175: Move sage optimization backends to separate Cython pac…