云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge
☆109Jul 29, 2023Updated 2 years ago
Alternatives and similar repositories for Neurosurgeon
Users that are interested in Neurosurgeon are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆46Jul 30, 2023Updated 2 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆98Jan 2, 2025Updated last year
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆47Oct 26, 2023Updated 2 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 3 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Aug 14, 2021Updated 4 years ago
- This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of…☆12Jul 20, 2023Updated 2 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆25Aug 24, 2025Updated 9 months ago
- DNN partition edge-cloud co-infer☆11Jun 11, 2023Updated 2 years ago
- 随着移动云计算和边缘计算的快速发展，以及人工智能的广泛应 用，产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中，但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速…☆308Jul 13, 2022Updated 3 years ago
- ☆27Feb 25, 2021Updated 5 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
- ☆23Apr 10, 2023Updated 3 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆16Aug 22, 2025Updated 9 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆40Jan 31, 2024Updated 2 years ago
- 2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stron…☆23May 31, 2018Updated 7 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆18Jul 27, 2024Updated last year
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Jan 18, 2021Updated 5 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- 云边协同，模型推理通信框架☆15Aug 24, 2022Updated 3 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆18Apr 13, 2023Updated 3 years ago
- 2021 Summer Research Internship project (UROP) at Imperial College London. Supervised by Prof George Constantinides and Ben Biggs☆17Dec 17, 2022Updated 3 years ago
- ☆12Nov 16, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆20Jun 17, 2021Updated 4 years ago
- ☆22Oct 2, 2021Updated 4 years ago
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆15Aug 22, 2025Updated 9 months ago
- ☆13Mar 14, 2023Updated 3 years ago
- ☆28Oct 14, 2023Updated 2 years ago
- 基于提前退出部分样本原理而实现的带分支网络（supported by chainer）☆46Apr 23, 2019Updated 7 years ago
- Edge YOLO paper☆15Aug 4, 2021Updated 4 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Jun 16, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆14Aug 31, 2021Updated 4 years ago
- Pytorch-based early exit network inspired by branchynet☆36May 13, 2025Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Jun 22, 2020Updated 5 years ago
- ☆23May 29, 2023Updated 3 years ago
- ☆80Jul 1, 2023Updated 2 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆94Apr 15, 2024Updated 2 years ago
- ☆17Apr 13, 2025Updated last year