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### 🐛 Describe the bug
Reproducing step:
1. enable `test/inductor/test_torchinductor_opinfo.py` with this PR:
https://github.com/pytorch/pytorch/pull/134556
2. `python test/inductor/test_torchin…
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### Your current environment
The output of `python collect_env.py`
```text
Collecting environment information...
PyTorch version: 2.4.0+cu121
Is debug build: False
CUDA used to build PyTorch…
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### What is the issue?
Ollama using Docker mode.
When execute 'sudo docker exec -it ollama ollama run nemotron:latest',
or "sudo docker exec -it ollama ollama run qwen2.5:72b"
it replied "GGGGGGG…
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### 🐛 Describe the bug
The documentation for [`torch.utils.data.random_split`](https://pytorch.org/docs/stable/data.html#torch.utils.data.random_split) contains the following example:
```python
…
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### 🐛 Describe the bug
I met an error `RuntimeError self.is_sparse() INTERNAL ASSERT FAILED at "../aten/src/ATen/native/SparseTensorUtils.h":28, please report a bug to PyTorch. _internal_get_Sparse…
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### 🐛 Describe the bug
There is a issue in `HistogramObserver ` when the input has abnormal values. Here is the script to reproduce this issue
```
import torch
from torch.ao.quantization.observ…
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### Your current environment
The output of `python collect_env.py`
```text
PyTorch version: 2.4.0+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N…
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The directory does not exist
Traceback (most recent call last):
File "/Users/user01/localGPT/run_localGPT_API.py", line 53, in
raise FileNotFoundError(
FileNotFoundError: No files were fo…
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### 🐛 Describe the bug
On an Nvidia RTX 3090 GPU, 2D inputs to linear layers result in up to 25% slower performance than 4D inputs -- even though the number of elements in the input is the same (e.…
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### 🐛 Describe the bug
`torch.pca_lowrank` and `torch.svd_lowrank` does not work with automatic mixed precision, even if the inputs are 32 bit.
```python
import torch
x = torch.rand(1000, 3, d…