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### Idea Contribution
- [X] I have read all the feature request issues.
- [X] I'm interested in working on this issue
- [X] I'm part of GSSOC organization
### Explain feature request
This tutorial …
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If a user or organisation has trained a convolutional neural network (CNN) on existing images and wishes to use this in real-time, they should be able to import the CNN and use it for real-time image …
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![add5a778-9fc4-450d-ba92-02328516830e](https://github.com/Pointcept/Pointcept/assets/104781102/33357166-d890-4a24-8cdc-4a377165eea2)
In the OACNNs training code in the readme file, only the training…
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Hi @dusty-nv
I want to train an action recognition model, but I'm not sure how to do it. Could you guide me?
I would really appreciate your help.
Thank you very mush!
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### 論文へのリンク
- [[arXiv:1911.08432] Defective Convolutional Layers Learn Robust CNNs](https://arxiv.org/abs/1911.08432)
### 著者・所属機関
Tiange Luo, Tianle Cai, Mengxiao Zhang, Siyu Chen, Di He, Liw…
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From [Algorithmic Simplicity](https://www.youtube.com/@algorithmicsimplicity):
- [x] [Why Does Diffusion Work Better than Auto-Regression? - YouTube](https://www.youtube.com/watch?v=zc5NTeJbk-k)
-…
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### タイトル
Training RNNs as Fast as CNNs
### 著者
*Tao Lei*
ASAPP Inc.
tao@asapp.com
*Yu Zhang*
MIT CSAIL
yzhang87@csail.mit.edu
### 日付とか
12 Sep 2017
arXiv:1709.02755v2 [cs.CL]
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See here for a general description of the corresponding Google Summer of Code (GSoC) project created through OpenAstronomy: [here](https://openastronomy.org/gsoc/gsoc2019/#/projects?project=3d_reconst…
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## 一言でいうと
RNNの計算を高速化する試み。ポイントとしては、ゲートの重みを更新する際に前回の隠れ層を使わずに済ませることで、並列で計算できるようにした点(下図赤線が時系列で並列に計算可能)。後は要素積+和算なので高速に計算を行うことができる。これをSimple Recurrent Unit (SRU)と命名。
![image](https://user-images.githu…
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## 🐛 Bug
**Describe the bug**
I 'm training model with 2 class. Error appears at line 61 in `metrics/accuracy.py`. By default, `maxk` always equal 5 because `topk` is fixed `(1,5)` in `train_step`…