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# 論文情報
https://arxiv.org/pdf/1710.09282.pdf
Yu Cheng, Duo Wang, Pan Zhou, Member, IEEE, and Tao Zhang, Senior Member, IEEE
## 一言で言うと
モデル軽量化のサーベイ論文で、4つの手法、枝刈り・量子化( PARAMETER PRUNING AND QUANTIZAT…
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[Opening the Black Box of Deep Neural Networks via Information](https://arxiv.org/abs/1703.00810)
Despite their great success, there is still no comprehensive theoretical understanding of learning wi…
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### What happened?
A large proportion of the experimental data recorded within our lab uses two or more Neuropixels probes (recorded with SpikeGLX) simultaneously. Each probe recording is then clus…
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I keep hearing about things like CNNs winning at image recognition contests etc. and for awhile have assumed that eventually a new video codec that involves distributing a deep network trained on many…
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Motivation:
Currently gltfpack optimizes animation with a fixed-fps mode, which causes duplicated frames for slow animations, or animations that have a long duration.
Taking this model as an example…
kzhsw updated
1 month ago
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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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### 🚀 The feature, motivation and pitch
Currently Pytorch DDP supports a few default compression hooks, namely fp16, bf16, and PowerSGD. However, there are a myraid of other compression types that …
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Hi there, 1st of all thanks for this awesome work !
Since we've 'doxed' it in our [HyMPS project](https://forart.it/HyMPS) (under [VIDEO section](https://github.com/FORARTfe/HyMPS#-1 ) \ [AI-based …
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Hi there, 1st of all thanks for this awesome work !
Since we've 'doxed' it in our [HyMPS project](https://forart.it/HyMPS) (under [VIDEO section](https://github.com/FORARTfe/HyMPS#-1 ) \ [AI-based …
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I use your code to train the model successfully. But the MSE(mean square error) is so high. For example, when SNR=20dB and compression ratio= 0.09, the MSE is about 0.009. But in paper named 'Deep Joi…