isl-org / isl-org/Open3D

Summarize the bug (e.g., "Segmentation Fault for Colored Point Cloud Registration")

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bug
Dominant language
C++
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Description

### Checklist

- [X] I have searched for [similar issues](https://github.com/isl-org/Open3D/issues).
- [X] For Python issues, I have tested with the [latest development wheel](http://www.open3d.org/docs/latest/getting_started.html#development-version-pip).
- [X] I have checked the [release documentation](http://www.open3d.org/docs/release/) and the [latest documentation](http://www.open3d.org/docs/latest/) (for `master` branch).

### Describe the issue

I have been running PCD.estimate_normals both on GPU and CPU but the speed on GPU is really slow!

### Steps to reproduce the bug

```python
import time
start = time.time()
pcd.estimate_normals()
end =time.time()
print('cpu process time: ',end-start)

pcd_cuda = pcd.cuda()
start = time.time()
pcd_cuda.estimate_normals()
end =time.time()
print('cpu process time: ',end-start)
```

### Error message

_No response_

### Expected behavior

_No response_

### Open3D, Python and System information

```markdown
- Operating system: Ubuntu 20.04 / macOS 10.15 / Windows 10 64-bit
- Python version: Python 3.8 / output from `import sys; print(sys.version)`
- Open3D version: output from python: `print(open3d.__version__)`
- System architecture: x86 / arm64 / apple-silicon / jetson / rpi
- Is this a remote workstation?: yes or no
- How did you install Open3D?: pip / conda / build from source
- Compiler version (if built from source): gcc 7.5 / clang 7.0
```

### Additional information

_No response_

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