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I am student in IIT BHU, Varanasi, Uttar Pradesh, India. I am working on a project related quantum network pruning. I read your paper titled "Symmetric Pruning in Quantum Neural Networks" and I am f…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and f…
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### Feature Description
Similar to Containers, Volumes, and Networks, there should be an Images tab under ServApps for listing and management of images. Also, there should be an option to periodicall…
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# Pruning Convolutional Neural Networks for Resource Efficient Inference #
- Author: Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
- Origin: https://arxiv.org/abs/1611.06440
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I imagine that the output of the pruning a convex neural network is no longer convex anymore, but if we get solid results, then who really cares? It may mean that it technically generalizes better any…
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## 一言でいうと
チャンネルの枝刈りをする手法の提案。学習済みのモデルを枝刈りしていくスタイルではなく、任意の構造に対し適切な重みを生成できるネットワーク(PruningNet)を学習し、生成した重みをセットした様々な構造から適切なものを選ぶ方式を取っている。これにより作成後のFine Tuningを不要にしている。
![image](https://user-images.gith…
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I tried the `ResNet18` model from `keras-applications` (`tf.keras.applications`) and I get an error in the `Add` layer
```
Deleting 3/64 channels from layer: conv2d
Traceback (most recent call la…
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### Describe the bug
Node does not start and crashes with segmentation error.
### Steps to reproduce
1. Checkout 1.0.2.
2. Build from source with.
3. Start the node.
### Node logs
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```python
class StrangeNet(nn.Module):
def __init__(self):
super().__init__()
self.conv1 = nn.Conv2d(3,256,kernel_size=3)
self.bn = nn.BatchNorm2d(256,256)
se…
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I've installed the correct requirements. But after running this:
`python main.py --dataset cifar10 --arch vgg --depth 16`
I'm getting the following error:
```
Traceback (most recent call last):
…