IoTDATALab / CNNPCLinks
☆13Updated 5 years ago
Alternatives and similar repositories for CNNPC
Users that are interested in CNNPC are comparing it to the libraries listed below
Sorting:
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆40Updated 3 years ago
- A DNN model partition demo☆31Updated 5 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆81Updated 6 months ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆85Updated last year
- 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☆12Updated 4 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆41Updated last year
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆20Updated 9 months 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…☆298Updated 3 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆40Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆13Updated last year
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago
- A curated list of awesome edge AI computing / system research.☆26Updated 7 months ago
- MEC，Edge service, Edge Application, Service Computing.☆64Updated 3 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 11 months ago
- ☆17Updated last year
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆12Updated 3 years ago
- Edge server, user dataset for Edge Computing research☆387Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆28Updated 5 years ago
- A python package for solving the dependent function embedding problems.☆19Updated 3 years ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆20Updated 2 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆14Updated 2 years ago
- DNN partition edge-cloud co-infer☆10Updated 2 years ago
- Algorithm implementation for my Edge Computing-related papers.☆204Updated 4 years ago
- ☆21Updated last year
- ☆9Updated last year
- 基于提前退出部分样本原理而实现的带分支网络（supported by chainer）☆45Updated 6 years ago
- Edge caching simulator☆18Updated 4 years ago
- Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks☆262Updated 3 years ago