microsoft / tacclLinks
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
☆75Updated 2 years ago
Alternatives and similar repositories for taccl
Users that are interested in taccl are comparing it to the libraries listed below
Sorting:
- Synthesizer for optimal collective communication algorithms☆116Updated last year
- NCCL Profiling Kit☆141Updated last year
- Repository for MLCommons Chakra schema and tools☆120Updated 3 weeks ago
- ☆23Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆84Updated 2 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆99Updated 2 years ago
- Microsoft Collective Communication Library☆358Updated last year
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆32Updated 11 months ago
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆25Updated 2 months ago
- ☆208Updated 2 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆143Updated 6 months ago
- Repository for MLCommons Chakra schema and tools☆39Updated last year
- ☆50Updated 7 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆51Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆60Updated 9 months ago
- ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale☆413Updated last week
- LLM serving cluster simulator☆108Updated last year
- example code for using DC QP for providing RDMA READ and WRITE operations to remote GPU memory☆140Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆42Updated last year
- Artifacts for our NSDI'23 paper TGS☆82Updated last year
- ☆80Updated 2 years ago
- ☆192Updated 5 years ago
- ☆51Updated 2 years ago
- Microsoft Collective Communication Library☆66Updated 9 months ago
- ☆24Updated 3 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆198Updated last month
- ☆37Updated 11 months ago
- Managed collective communication service☆22Updated 11 months ago
- ☆37Updated last month