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### System Info
```shell
deepspeed 0.14.4+hpu.synapse.v1.18.0
optimum-habana 1.14.0
docker image: vault.habana.ai/gaudi-docker/1.18.0/ubuntu22.04/habanalabs/pytorch-ins…
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**Original article: Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection**
**PDF URL: https://github.com/HitkoDev/energy-efficient-ml/blob/master/article.pdf**
*…
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**Title:**
Safehive: A Deep Learning-Based Crowd Analysis System for Efficient Management of Large-Scale Events
**Members:**
Mathew Adriane Briones
Frenchie Chua
Samuel Jeth Datiles
Areane Sa…
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- [paper](https://arxiv.org/pdf/2106.08962.pdf)
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## 一言でいうと
マルチタスクを行う際、どこまで共有にしてどこから固有にするのかは悩ましい問題となる。そこで、使うレイヤ/飛ばすレイヤをタスクによって選択する手法を提案(一つのタスクしか選択しないレイヤは固有レイヤになる)。セグメンテーションや表面の法線方向推定で効果を確認。
 and its advancements …
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EuroSys'18
https://i.cs.hku.hk/~cwu/papers/yhpeng-eurosys18.pdf
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https://arxiv.org/abs/2106.08962
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Traceback (most recent call last):
File "D:/Code/CodePycharm/Deep_Learning/segment/Efficient-Segmentation-Networks-master/train.py", line 409, in
train_model(args)
File "D:/Code/CodePychar…
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# Today's Learning Summary & Retrospective | 오늘의 학습 정리와 회고
## 🎯 Key Learnings | 핵심 학습
### 1. Understanding React and Virtual DOM | React와 Virtual DOM의 이해
* DOM: A representation of web pages in…