usc-isi / PipeEdge
PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices
☆29Updated last year
Alternatives and similar repositories for PipeEdge:
Users that are interested in PipeEdge are comparing it to the libraries listed below
- This is a list of awesome edgeAI inference related papers.☆92Updated last year
- ☆39Updated 4 years ago
- ☆99Updated last year
- ☆14Updated 6 months ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆29Updated 4 years ago
- Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"☆28Updated 11 months ago
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆24Updated 2 years ago
- ☆12Updated 5 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆52Updated last year
- ☆75Updated last year
- LLM serving cluster simulator☆92Updated 9 months ago
- A curated list of early exiting (LLM, CV, NLP, etc)☆41Updated 5 months ago
- ☆194Updated last year
- ☆37Updated 3 years ago
- [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…☆51Updated last year
- LLM Inference analyzer for different hardware platforms☆50Updated 2 weeks ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- distributed CNN inference at the edge, extend ncnn with CUDA, MPI+OPENMP support.☆18Updated last year
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆39Updated 3 years ago
- To deploy Transformer models in CV to mobile devices.☆17Updated 3 years ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆19Updated 9 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆31Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated 9 months ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆26Updated 3 years ago
- ☆9Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆37Updated last year
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆30Updated last year
- Source code for Jellyfish, a soft real-time inference serving system☆12Updated 2 years ago