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Good Job！I have tow questions for your help.
1. Can you describe the pruning pipeline step by step clearly?
2. Is the speed of the pruned model improved?
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a ) I cloned https://github.com/ultralytics/yolov3
b) I m using yolov4.weights and yolov4.cfg from " !git clone https://github.com/AlexeyAB/darknet "
c) I m in step 1 - Normal Training
command…
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After reading the paper it never made sense that structured pruning was pruning what, parameters, weights? I think it's a bit abstract, please answer my questions, thanks!
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Currently the only setting you can change across multiple channels is the enabled flag, by multi-selecting on the Channels views and enabling/disabling. However it would be nice if there were a way to…
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Hi, thanks for this good repo, I wonder how can I load the pruned model with YOLOv8?
when I try to run the below command to get the validation results and GFLOP and number of layers, I get this error…
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Currently the only setting you can change across multiple channels is the enabled flag, by multi-selecting on the Channels views and enabling/disabling. However it would be nice if there were a way to…
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Dear author:
If I want to prune VGG-16 model using L1-norm based channel pruning method in ImageNet.
Should I prune the shallow or deep convolutional layer first?
I read some related papers, but …
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Currently the only setting you can change across multiple channels is the enabled flag, by multi-selecting on the Channels views and enabling/disabling. However it would be nice if there were a way to…
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Currently the only setting you can change across multiple channels is the enabled flag, by multi-selecting on the Channels views and enabling/disabling. However it would be nice if there were a way to…
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assuming I have a sq-ssd-lite trained model: sq-ssd-lite.pth
could you give an example code for pruning this model?
model = prune_model(model, factor_removed=[SOME PROPORTION OF CHANNELS YOU WAN…