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ethanhe42
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channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
https://arxiv.org/abs/1707.06168
MIT License
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prune a Unet
#78
shockjiang
opened
6 years ago
5
Can it use on PyTorch's model?
#77
RichardMrLu
closed
5 years ago
1
Could I get pruned models on CIFAR10
#76
dongxiao92
opened
6 years ago
2
Should I add a BN layer after the new decomposed layer?
#75
wspba
closed
6 years ago
1
Problems about the first step of channel pruning
#74
wwq66
closed
6 years ago
2
How to conduct only channel pruning?
#73
fgxfxpfzzfcc
closed
6 years ago
1
Why finetune on the validation set?
#72
zhiweige
closed
6 years ago
2
why Resnet-50 channel pruning is worse with reconstruction ?
#71
zlheos
opened
6 years ago
12
RuntimeError: data array has wrong number of channels
#70
Johnson-yue
opened
6 years ago
2
about rankdic
#69
cicido
closed
6 years ago
3
./finetune.sh 0 with no output and finished within one second
#68
cicido
opened
6 years ago
18
Strange: cudnn5 make "average forward pass" slower?
#67
s5248
closed
6 years ago
1
Model_size
#66
3DMM-ICME2023
closed
6 years ago
5
PYTHON_LIBRARIES ?= boost_python python3.4
#65
cicido
closed
6 years ago
1
caffe::FilterLayerTest<caffe::CPUDevice<float> >' must explicitly initialize the const member 'blob_bottom_selector_
#64
cicido
closed
6 years ago
4
Why reconstruction is needed?
#63
zuowang
closed
6 years ago
1
Pruning faster RCNN for my datasets(vgg 2x)
#62
liangzz1991
closed
6 years ago
5
Help on understanding this piece of code
#61
zuowang
closed
5 years ago
1
Validation accuracy of no fine-tunned VGG-16 5X?
#60
slothkong
closed
6 years ago
1
End-to-End Pruning for Detections?
#59
GBJim
closed
6 years ago
2
fix bug in BN merge
#58
Betterthinking
closed
6 years ago
0
can i compile the code with python2
#57
zhangyunming
closed
6 years ago
2
layer还是layer.name
#56
cicido
closed
6 years ago
2
Help on understanding the code
#55
zuowang
closed
6 years ago
2
stepend() error: Unable to write the modified weights (net.WPQ) into the .caffemodel file
#54
slothkong
closed
6 years ago
12
Is the method just shrink the channel size(find the best channel size)?
#53
lcytzk
closed
6 years ago
1
Is the python version incompatible with caffe?
#52
Betterthinking
closed
6 years ago
1
Channel-pruning: Why deleted W2 weights are simply set to 0 (not removed; W2.shape remains the same) ?
#51
slothkong
closed
6 years ago
2
how to calculate the speedup in paper?
#50
MingSun-Tse
closed
6 years ago
5
Added comments to functions and configuration flags for better documentation
#49
slothkong
closed
6 years ago
0
imageNet
#48
cicido
closed
6 years ago
2
How to calculate the rank?
#47
kakusikun
closed
6 years ago
11
what's the corresponding method of these functions in codes
#46
kakusikun
closed
6 years ago
3
About the VGG16 baseline accuracy in paper
#45
MingSun-Tse
closed
6 years ago
1
In the code there are several references to "gt" (e.g. gt_model, gt_pt, gt_feats). So is clearly is a caffe model. But what does the name "gt" mean?
#44
slothkong
closed
6 years ago
1
shoud channel pruning method fit for inception v1?
#43
zlheos
closed
6 years ago
1
How can set cfgs for resnet?
#42
zlheos
opened
6 years ago
6
GPU memory consume
#41
gaqiness
closed
6 years ago
4
why did you prune ResNet-50, Instead of ResNet-18, ResNet-34?
#40
eeric
closed
6 years ago
5
why did your ResNet-50 improve 2X speed?
#39
eeric
closed
6 years ago
7
faster-rcnn speed and accuracy
#38
fgxfxpfzzfcc
closed
6 years ago
8
make pruning error
#37
deepage
closed
6 years ago
6
model download error
#36
LXWDL
closed
6 years ago
1
The original resnet prototxt?
#35
FatherOfHam
closed
6 years ago
15
Inquiry: Pruning process without spatial decomposition?
#34
slothkong
closed
6 years ago
14
how to handle different dim between f(x) with x in residual module of ResNet
#33
eeric
closed
6 years ago
3
how to speed up to model pruned?
#32
eeric
closed
6 years ago
1
Nonuniform GPU accelerate ration?
#31
zlheos
closed
6 years ago
3
How can i set channels ratios for CR ?
#30
zlheos
closed
6 years ago
4
can you share your model(GPU 2.5X)?
#29
zlheos
closed
6 years ago
3
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