Alternatives and similar repositories for InFi:

Users that are interested in InFi are comparing it to the libraries listed below

• xumengwei / Edge-AI-Paper-List
  ☆199Updated last year
• usc-isi / PipeEdge
  PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices
  ☆29Updated last year
• edge-video-services / ekya
  Source code and datasets for Ekya, a system for continuous learning on the edge.
  ☆105Updated 3 years ago
• shaojiawei07 / Branchy-GNN
  ☆22Updated last year
• synxlin / deep-gradient-compression
  [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
  ☆217Updated 9 months ago
• wenh18 / AdaptiveNet
  ☆16Updated last year
• letian-zhang / ANS
  Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning
  ☆41Updated 3 years ago
• Kyrie-Zhao / awesome-real-time-AI
  This is a list of awesome edgeAI inference related papers.
  ☆95Updated last year
• UbiquitousLearning / MobileFM
  One-size-fits-all model for mobile AI, a novel paradigm for mobile AI in which the OS and hardware co-manage a foundation model that is c…
  ☆25Updated last year
• wuyangzhang / elf
  ☆56Updated 3 years ago
• PKU-Chengxu / FLASH
  ☆45Updated 2 years ago
• lusinlu / deep-gradient-compression
  Partial implementation of paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING"
  ☆31Updated 4 years ago
• kimihe / Octo
  Create tiny ML systems for on-device learning.
  ☆20Updated 3 years ago
• IoTDATALab / CNNPC
  ☆13Updated 5 years ago
• UbiquitousLearning / Paper-list-resource-efficient-large-language-model
  ☆98Updated last year
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆34Updated 2 years ago
• geardvfs / GearDVFS
  ☆9Updated last year
• FENP / pytorchtool
  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
• KuntaiDu / AccMPEG
  ☆28Updated 2 years ago
• Soptq / Overlap-FedAvg
  Official Pytorch implementation of "Communication-Efficient Federated Learning with Compensated Overlap-FedAvg"
  ☆22Updated 3 years ago
• Hao840 / MAHPPO
  PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…
  ☆39Updated last year
• UbiquitousLearning / End2end-Federated-Learning
  A demo of end-to-end federated learning system.
  ☆68Updated 2 years ago
• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆33Updated last year
• modelstreaming / ams
  Adaptive Model Streaming for real-time video inference on edge devices
  ☆41Updated 3 years ago
• h-shawn / Split-learning
  A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.
  ☆13Updated last year
• charleslipku / LotteryFL
  LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…
  ☆42Updated 2 years ago
• csu-eis / CoDL
  ☆77Updated last year
• Tjyy-1223 / DADS
  云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge
  ☆37Updated last year
• xinyandai / gradient-quantization
  vector quantization for stochastic gradient descent.
  ☆34Updated 4 years ago
• vuhpdc / jellyfish
  Source code for Jellyfish, a soft real-time inference serving system
  ☆12Updated 2 years ago