SymbioticLab / Fluid
A Generic Resource-Aware Hyperparameter Tuning Execution Engine
☆15Updated 3 years ago
Alternatives and similar repositories for Fluid:
Users that are interested in Fluid are comparing it to the libraries listed below
- ☆23Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- ☆14Updated 2 years ago
- ☆35Updated 4 years ago
- ☆43Updated 3 years ago
- ☆14Updated 3 years ago
- ☆47Updated 2 years ago
- ☆22Updated 5 years ago
- ☆20Updated 3 years ago
- ☆21Updated 2 years ago
- Machine Learning System☆14Updated 4 years ago
- Model-less Inference Serving☆85Updated last year
- ☆49Updated 2 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- Analyze network performance in distributed training☆18Updated 4 years ago
- A Federated Execution Engine for Fast Distributed Computation Over Slow Networks☆26Updated 3 years ago
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆36Updated 5 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- ☆47Updated 2 months ago
- ☆24Updated last year
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated 10 months ago
- ☆53Updated 4 years ago
- Code for reproducing experiments performed for Accoridon☆13Updated 3 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- Helios Traces from SenseTime☆53Updated 2 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆78Updated 3 years ago
- Surrogate-based Hyperparameter Tuning System☆28Updated last year
- ☆16Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 2 years ago
- ☆19Updated 2 years ago