yuanmu97 / InFi
InFi is a library for building input filters for resource-efficient inference.
☆37Updated 10 months ago
Related projects: ⓘ
- A curated list of early exiting☆24Updated 3 weeks ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆25Updated 7 months ago
- ☆93Updated 8 months ago
- Create tiny ML systems for on-device learning.☆20Updated 3 years ago
- This is a list of awesome edgeAI inference related papers.☆84Updated 8 months ago
- ☆56Updated 2 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆97Updated 2 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆9Updated last month
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆35Updated 3 years ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆23Updated 2 years ago
- ☆184Updated 8 months ago
- ☆42Updated 2 years ago
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 2 years ago
- Source code for Jellyfish, a soft real-time inference serving system☆12Updated last year
- ☆12Updated 4 years ago
- ☆16Updated 11 months ago
- Pytorch-based early exit network inspired by branchynet☆27Updated last year
- ☆12Updated 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
- 基于提前退出部分样本原理而实现的带分支网络(supported by chainer)☆41Updated 5 years ago
- MobiSys#114☆21Updated last year
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆13Updated 3 years ago
- ☆45Updated last year
- Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (FedSTIL)☆27Updated 2 years ago
- To deploy Transformer models in CV to mobile devices.☆17Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆30Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆28Updated 4 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆25Updated 10 months ago
- ☆28Updated last year
- Server-driven Video Streaming for Deep Learning Inference☆84Updated 2 years ago