MaryamEbr / Early-Exit-and-Partitioning-in-Deep-Neural-NetworksView external linksLinks
This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, April 2022
☆12Jul 20, 2023Updated 2 years ago
Alternatives and similar repositories for Early-Exit-and-Partitioning-in-Deep-Neural-Networks
Users that are interested in Early-Exit-and-Partitioning-in-Deep-Neural-Networks are comparing it to the libraries listed below
Sorting:
- DNN partition edge-cloud co-infer☆12Jun 11, 2023Updated 2 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 3 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 2 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- ☆13Jan 14, 2020Updated 6 years ago
- Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"☆53Sep 5, 2021Updated 4 years ago
- DNN_Partition辅助工具，用于对pytorch模型进行简单的性能分析以及支持模型切分☆14May 31, 2021Updated 4 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆15Aug 22, 2025Updated 5 months ago
- A DNN model partition demo☆32Dec 13, 2019Updated 6 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆18Apr 13, 2023Updated 2 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆45Oct 26, 2023Updated 2 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆97Jan 2, 2025Updated last year
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆104Jul 29, 2023Updated 2 years ago
- This repository is a paper digest of DNN-based approaches in data compression tasks.☆27Dec 20, 2023Updated 2 years ago
- Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"☆11Aug 22, 2025Updated 5 months ago
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆14Jul 23, 2023Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆45Jul 30, 2023Updated 2 years ago
- [ICNC 2020] Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation☆10Jul 26, 2019Updated 6 years ago
- ☆15Mar 7, 2023Updated 2 years ago
- some python scripts for Stock and Funds☆11Sep 13, 2018Updated 7 years ago
- EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)☆18Dec 8, 2024Updated last year
- EECS4080 Project at York University. A distribute proxy system to circumvent content filtering firewall. Data units are randomly distribu…☆13Oct 23, 2019Updated 6 years ago
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 7 years ago
- ☆11Jun 19, 2024Updated last year
- Port of official Poole theme for testing purposes.☆11Jun 22, 2014Updated 11 years ago
- ROCT-Net: A new ensemble deep convolutional model with improved spatial resolution learning for detecting common diseases from retinal OC…☆12Mar 3, 2022Updated 3 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Aug 14, 2021Updated 4 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆16Feb 2, 2024Updated 2 years ago
- Comparison of classification algorithms for the task of Facial Expression Recognition. Also includes real-time Facial Expression Recognit…☆12Apr 27, 2023Updated 2 years ago
- 模拟实现基本的IoC与AOP功能，支持零配置启动Spring☆11Jun 15, 2021Updated 4 years ago
- The E-UNet is a powerful architecture for real-time semantic segmentation, especially if one wants to run it in low-resource embedded sys…☆10Dec 31, 2020Updated 5 years ago
- Multi-Agent Deep Reinforcement Learning for Collaborative Computation Offloading in Mobile Edge-Computing☆17May 29, 2025Updated 8 months ago
- Yelp Restaurant Photo Classification - Kaggle competition☆12Apr 19, 2019Updated 6 years ago
- Early exit ensembles☆12Dec 4, 2021Updated 4 years ago
- Code database with the implementation of MSE-CNN, from the paper "DeepQTMT: A Deep Learning Approach for Fast QTMT-based CU Partition of …☆15Apr 10, 2025Updated 10 months ago
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆11Sep 23, 2025Updated 4 months ago
- ☆14Updated this week
- A LaTeX beamer theme template for CQU students.☆14Oct 25, 2022Updated 3 years ago
- A Jupyter Notebook demonstrating how to use a multi-modal embedding model to build an image search engine.☆13Jan 29, 2024Updated 2 years ago