zoranzhao / DeepThingsLinks
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
☆87Updated 5 years ago
Alternatives and similar repositories for DeepThings
Users that are interested in DeepThings are comparing it to the libraries listed below
Sorting:
- ☆117Updated 6 years ago
- This is a list of awesome edgeAI inference related papers.☆97Updated last year
- ☆211Updated last year
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 5 years ago
- ☆57Updated 4 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆29Updated 4 years ago
- ☆78Updated 2 years ago
- ☆47Updated 2 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆37Updated last year
- 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
- Model-less Inference Serving☆92Updated 2 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆111Updated 3 years ago
- Cache design for CNN on mobile☆33Updated 7 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆225Updated last year
- MobiSys#114☆22Updated 2 years ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆358Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆41Updated 2 years ago
- ☆41Updated 5 years ago
- ☆38Updated 5 months ago
- ☆10Updated 4 years ago
- ☆13Updated 5 years ago
- ☆19Updated 3 years ago
- Implementation of algorithms for memory optimized deep neural network training☆10Updated 5 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Updated 4 years ago
- ☆14Updated 4 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆139Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Updated 5 years ago
- ☆26Updated 2 years ago