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## Quantization Method for conv, deconv and fc Layers.
Here I want to implement the quanzization on operation in conv, deconv and fc layers. Much quantization method are included in this paper: Ristr…
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Hi @czhu95 ,
Thanks for providing the codes!
Recently I use your codes to ternarize a ResNet18 using CIFAR10. Firstly I use tensorpack to train a ResNet18 to validation error as 0.083. However, …
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I'm trying to test the dorefa model with full precision and ste_sign model, to find out the difference.
But I got the information I don't understand:
**Dorefa model size is close to full precision m…
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@csyhhu: 感谢您的杰出工作。
我对您的MetaQuant技术很感兴趣,仔细研读了您的论文和代码。我的理解,您的核心思想是要解决量化网络在梯度反传时量化函数不可导问题。解决的办法是:反向传播时,通过meta-net获得meta-grad,再结合calibration,从而获得更加准确的梯度。在训练过程中,每一次迭代的过程主要分为4步 (以dorefa和MultiFC为例):
步骤1.…
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https://blog.daliansky.net/DW1820A_BCM94350ZAE-driver-inserts-the-correct-posture.html
前言随着 DW1830 / DW1560 价格的不断走高,能找到一款性价比超高的无线网卡对广大的 Hackintosher 来说就显得至关重要了。从几个月前我就开始尝试驱动 DW1820A ,WIFI 驱动没问题,但是蓝…
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Congratulations on the acceptance of your paper! I've read the initial draft of your paper on OpenReview, and I have three questions to ask you:
1. Have you applied other SR quantization methods, s…
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如何自定义量化方法,例如dorefa 8bit量化,有没有这方面的案例参考?
我看[\dygraph\quant\qat.py](https://github.com/PaddlePaddle/paddleslim/blob/develop/paddleslim/dygraph/quant/qat.py#L158)里面的QAT对象留了自定义量化方法的接口,有没有实际例子?
```
c…
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版本:
![image](https://user-images.githubusercontent.com/109390344/179612740-420eba0b-4375-4faf-b733-887f6d0455ea.png)
问题:
剪裁0.3%后,flops减少,在验证集上预测速度变快,但量化后部署到arm和intel fpga上推理速度反而变慢
剪裁前:
![R_WVA%XZ…
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**Describe the bug**:
when using ModelSpeedup after quantization, an error was reported. I'm unsure whether the problem should be attributed to the models themselves. But what I used are all regular …
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Hi I am trying to run your example flow for the Pynq.
When I run the training script I get errors for the dorefa and evaluate imports.
from dorefa import get_dorefa
from evaluate import *
D…