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Hello,
I am currently experimenting with the sample codes provided in the documentation/examples. I'm utilizing the default ResNet50 model, along with the dataset loader and evaluator functions. Cu…
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我使用文档中:https://github.com/PaddlePaddle/PaddleSlim/tree/release/2.6/example/auto_compression/ocr的量化脚本进行量化,经过训练后模型的精度下降很大,请问我哪里做错了嘛?
精度的前后对比如下:
![image](https://github.com/PaddlePaddle/PaddleSlim/as…
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From our README.md
> torchao is a library to create and integrate high-performance custom data types layouts into your PyTorch workflows
And so far we've done a good job building out the primiti…
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Hi all,
I have been trying to apply **post-training-quantization** to a custom vision model (pretrained vgg16 model) which I have already finetuned using "xpu" (Intel GPU Max Series). I have saved …
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# URL
- https://arxiv.org/abs/2210.17323
# Affiliations
- Elias Frantar, N/A
- Saleh Ashkboos, N/A
- Torsten Hoefler, N/A
- Dan Alistarh, N/A
# Abstract
- Generative Pre-trained Transformer …
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Hello,
Firstly, thank you for your work on this repository. The implementation of Quantization Aware Training (QAT) and Post Training Quantization (PTQ) is very helpful.
I've been trying to appl…
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### 1. System information
- Occurs in Google Colab w/ TF 2.14
- Have also verified w. TF 2.7 (Anaconda) on Windows 10
### 2. Code
[Colab to reproduce issue](https://colab.research.google.com…
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----------- Running Arguments -----------
arch: YOLOv5
dataset_dir: /mnt/data01/luoshiyong/data/liugang
model_dir: /mnt/data01/luoshiyong/code/PaddleSlim-release-2.5/yolov5out/best.onnx
skip_…
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### Summary
Last year, we released [pytorch-labs/torchao](https://github.com/pytorch-labs/ao) to provide acceleration of Generative AI models using native PyTorch techniques. Torchao added support …