netx-repo / training-bottleneckLinks
Analyze network performance in distributed training
☆19Updated 4 years ago
Alternatives and similar repositories for training-bottleneck
Users that are interested in training-bottleneck are comparing it to the libraries listed below
Sorting:
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- ☆44Updated 4 years ago
- Fine-grained GPU sharing primitives☆144Updated 2 months ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆160Updated 5 years ago
- Model-less Inference Serving☆92Updated last year
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆130Updated last year
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Updated 2 years ago
- Herald: Accelerating Neural Recommendation Training with Embedding Scheduling (NSDI 2024)☆23Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- ☆195Updated 6 years ago
- ☆83Updated 3 months ago
- ☆68Updated 2 years ago
- ☆40Updated last year
- ☆38Updated 4 years ago
- ☆56Updated 4 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"☆26Updated last year
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆75Updated 2 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆45Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆51Updated 2 years ago
- Helios Traces from SenseTime☆58Updated 3 years ago
- ☆58Updated last year
- A Hybrid Framework to Build High-performance Adaptive Neural Networks for Kernel Datapath☆27Updated 2 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36Updated 5 years ago
- ☆51Updated 2 years ago
- Synthesizer for optimal collective communication algorithms☆118Updated last year
- ☆44Updated last year
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆32Updated last year
- ☆51Updated 9 months ago
- ☆83Updated 3 years ago