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Hi,
There is no retrain.yml available in the configs folder. I am wondering how to retrain the searched models for cityscapes.
Also, when I train the search model with the seg_cityscapes.yml, th…
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@liuzhuang13 @Eric-mingjie @quelleG Thanks for the sharing the wonderful work , i just have few queries .
1. Is the source code applicable only to the imagenet dataset or can i use to other custom…
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I trained vgg with cifar100 dataset and there are a few layers with zero remaining channels. As a result I got a zerodivisionerror in vgg.py part when initializing weights. Can someone help me plz?
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Hi,
Thank you for your work. The results are very good.
I have a question about the comparison with state-of-the-art methods, in your paper Table1.
All models are comparing using V100 GPU, and imag…
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Hi,
Did you reimplement for object detection? I have tried ReviewKD for my own dataset and my own model, but found out it's not good.
twmht updated
2 years ago
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![Screenshot from 2020-07-15 01-00-52](https://user-images.githubusercontent.com/8215764/87454541-afe86c80-c636-11ea-9341-c74435d7d92e.png)
你好,针对原来的模型,按照上述代码,仅涉及到了nn.BatchNorm2d、nn.Conv2d、nn.Linear三种…
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hello, @liuzhuang13 @Eric-mingjie ,have you ever do the pruning of mobilenetV2?
I try to prune mobilenetV2 with several methods, it seems hard to train the pruned model to convergence in imagenet.
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最近正在学习这个项目,大部分代码都已经看懂了,但是看到prune_model_keep_size()函数时,有点不知所云
`def prune_model_keep_size(model, prune_idx, CBL_idx, CBLidx2mask):
pruned_model = deepcopy(model)
for idx in prune_idx:
…
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大佬你好!看了您的代码受益匪浅,这里有两个问题想请教下
1. 如何实现对网络不同的层采用不同的剪枝率 或者说代码支持这样的功能嘛,比如同第一层设置剪枝率60% 第二层80%...
2. 如果我要更换yolov5网络的backbone,比如换成ghostnet,mobilenetv3 ,之后对整个网络模型全局进行剪枝 包括backbone和head部分,需要做那些工作
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论文采用的是对BN中缩放因子进行L1稀疏化,我看了代码发现好像和其他的过程的L1稀疏化不一样,torch中设置weight_decay默认是所有参数L2正则化训练
![image](https://user-images.githubusercontent.com/55520460/69701603-4445a380-1128-11ea-8375-7ba93f2e9e94.png)
请问这个是…