zoranzhao / DeepThings
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
☆80Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for DeepThings
- ☆117Updated 5 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆25Updated 3 years ago
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 4 years ago
- Cache design for CNN on mobile☆32Updated 6 years ago
- This is a list of awesome edgeAI inference related papers.☆88Updated 10 months ago
- Model-less Inference Serving☆82Updated last year
- ☆45Updated last year
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆25Updated 3 years ago
- ☆74Updated last year
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆19Updated 3 years ago
- ☆38Updated 4 years ago
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆20Updated 3 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆37Updated 3 years ago
- ☆11Updated 5 years ago
- ☆37Updated 3 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆124Updated 2 years ago
- ☆188Updated 9 months ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆101Updated 2 years ago
- LaLaRAND: Flexible Layer-by-Layer CPU/GPU Scheduling for Real-Time DNN Tasks☆11Updated 2 years ago
- ☆41Updated last year
- ☆55Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆30Updated last year
- Benchmark for Edge Computing Platforms☆19Updated 2 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆27Updated 9 months ago
- ☆48Updated last year
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆23Updated last year
- ☆10Updated 3 years ago
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆25Updated last year
- ☆82Updated 2 years ago
- distributed CNN inference at the edge, extend ncnn with CUDA, MPI+OPENMP support.☆18Updated last year