yuanmu97 / InFiLinks
InFi is a library for building input filters for resource-efficient inference.
☆39Updated last year
Alternatives and similar repositories for InFi
Users that are interested in InFi are comparing it to the libraries listed below
Sorting:
- ☆209Updated last year
- ☆100Updated last year
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆35Updated last year
- ☆13Updated 5 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆109Updated 3 years ago
- This is a list of awesome edgeAI inference related papers.☆98Updated last year
- ☆78Updated 2 years ago
- ☆58Updated 3 years ago
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆224Updated 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☆13Updated 4 years ago
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 4 years ago
- ☆16Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- Partial implementation of paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING"☆31Updated 4 years ago
- ☆45Updated 2 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆84Updated 5 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- ☆47Updated 3 years ago
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆44Updated 2 years ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆30Updated 3 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆15Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- Pytorch-based early exit network inspired by branchynet☆34Updated 5 months ago
- Create tiny ML systems for on-device learning.☆20Updated 4 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆140Updated last year
- Survey Paper List - Efficient LLM and Foundation Models☆257Updated last year
- A curated list of early exiting (LLM, CV, NLP, etc)☆65Updated last year
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 5 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- Server-driven Video Streaming for Deep Learning Inference☆94Updated 3 years ago