usc-isi / PipeEdgeLinks
PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices
☆37Updated 2 years ago
Alternatives and similar repositories for PipeEdge
Users that are interested in PipeEdge are comparing it to the libraries listed below
Sorting:
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Updated 5 years ago
- This is a list of awesome edgeAI inference related papers.☆98Updated 2 years ago
- ☆212Updated 2 years ago
- ☆41Updated 5 years ago
- ☆102Updated 2 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆88Updated 5 years ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆36Updated 5 months ago
- ☆13Updated 6 years ago
- ☆78Updated 2 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆18Updated last year
- MobiSys#114☆23Updated 2 years ago
- InFi is a library for building input filters for resource-efficient inference.☆41Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 3 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- ☆15Updated last year
- ☆23Updated 2 years ago
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆47Updated last week
- ☆16Updated 2 years ago
- iGniter, an interference-aware GPU resource provisioning framework for achieving predictable performance of DNN inference in the cloud.☆39Updated last year
- ☆38Updated 7 months ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 5 years ago
- A Deep Learning Cluster Scheduler☆37Updated 5 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Updated 5 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆45Updated 2 years ago
- ☆323Updated 2 years ago
- ☆22Updated 2 years ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆33Updated 4 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆93Updated 2 years ago