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JPEG1 allows for quantization/dequantization to happen within their quantization ranges. Knusperli utilizes this.
Center-bucket dequantization for a quality 50 jpeg:
![image](https://user-images…
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Need a quantizer module with the following features
* Quantize signal to discrete pitches
OR
* Quantize signal to evenly spread steps with parameter for how distant each step is
* ADVANCED: Variab…
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Hi, I use the [master](https://github.com/leejet/stable-diffusion.cpp/commit/4a6e36edc586779918535e12b4fbe0583044ee6f) branch to do `text2img` task but the generated images seem unusual.
I build repo…
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多尺度的静态输入推理结果正常,代码如下:
```
if scale==0.25:
ret = rknn.load_rknn('./models/dense_64.rknn')
elif scale==0.5:
ret = rknn.load_rknn('./models/dense_128.rknn')
else:
ret = rknn.load_rkn…
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### Your current environment
PyTorch version: 2.4.1+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N/A
OS: Ubuntu 22.04.3 LTS (x86_64)
GCC version: (U…
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### Issue Type
Feature Request
### OS
Linux
### onnx2tf version number
1.20.0
### onnx version number
1.16.2
### onnxruntime version number
1.19.2
### onnxsim (onnx_simplifier) version numbe…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report.
### Ultralytics YOLO Component
Val
…
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https://css-ig.net/articles/truepng.php
> Lossy averaging filter
> TruePNG significantly reduces PNG size by doing a lossy averaging filter, that consists to modify data for a specific filter. thi…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report.
### Ultralytics YOLO Component
Expo…
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## Description
I recently attempted to utilize INT8 quantization with Stable Diffusion XL to enhance inference performance based on the claims made in a recent [TensorRT blog post](https://developer.…
teith updated
5 months ago