abanitalebi / auto-split
Auto-Split: A General Framework of Collaborative Edge-Cloud AI
☆12Updated 3 years ago
Alternatives and similar repositories for auto-split:
Users that are interested in auto-split are comparing it to the libraries listed below
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆40Updated 3 years ago
- ☆12Updated 5 years ago
- A DNN model partition demo☆30Updated 5 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 6 months ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆35Updated last year
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆33Updated last year
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆12Updated last year
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆12Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆27Updated 4 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 5 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）☆43Updated 5 years ago
- ☆56Updated 3 years ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆13Updated 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☆11Updated 3 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆35Updated last year
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆26Updated 4 years ago
- ☆45Updated 2 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆11Updated last year
- ☆9Updated last year
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆25Updated 3 years ago
- ☆11Updated 5 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆18Updated last year
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆15Updated last year
- Server-driven Video Streaming for Deep Learning Inference☆87Updated 2 years ago
- ☆11Updated 2 years ago
- Pytorch-based early exit network inspired by branchynet☆31Updated 2 weeks ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆16Updated 2 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Updated last year
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 3 years ago