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Hi,
I'm trying to run 'channel_pruning.ipynd' script. But, I cant find 'libpymo.py' file in aimet_common in any version
Please guide me to solve this problem
Thanks
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After compressing by KSE, the network is 2D kernels sparse, rather than channels sparse(obtained by the real channel pruning). Therefore, special computation hardware is needed to gain practical accel…
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Hi. I am trying to prune MViTv2 with random pruning with the following code
```python
import torch
import timm
from timm.models.mvitv2 import MultiScaleAttention, MultiScaleVit as MViT
import tor…
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My scripts:
```
import torch
from mmpretrain import get_model
import torch_pruning as tp
import torch.nn as nn
from typing import Sequence
from mmpretrain.models.utils import PatchMerging, Wind…
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Hi, thanks for the great work. I have a question about the experiments in predefined structured pruning methods. I am not sure I am understanding the paper correctly.
For predefined structured prun…
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Hello,
I followed the example and come up with this:
```
model = resnet18(pretrained=True).eval()
example_inputs = torch.randn(1, 3, 224, 224)
DG = tp.DependencyGraph().build_dependency(mod…
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The following code snippet makes me puzzled. I know it is used to select `c_new` channels from c_in. WHY the lbound, rbound for channels and left, right for `alpha` are adjusted as you write. The orig…
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Hello I have an rpi4 running btcpayserver using docker.
When I set it up I used the pruned node option and have it all saved on an SD card, which is where the rpi4's os is stored.
I got a 2TB us…
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I used VGG19 trained for 160 epochs.
Then started pruning VGG19 with ratio
0.7,==> no of channels=0
0.2,==> no of channels=0
0.15=>no of channels>0, but accuracy is only 28%.
In readme.txt, th…
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Dear author, this repo is a wonderful work. I am recently trouble by the residual connection when pruning using network slim. i read a little of your implementation and assume that there seem no speci…