microsoft / tacclLinks
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
☆78Updated 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☆121Updated last year
- NCCL Profiling Kit☆149Updated last year
- ☆24Updated last year
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆102Updated 3 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆54Updated 3 years ago
- ☆46Updated last year
- Microsoft Collective Communication Library☆377Updated 2 years ago
- Repository for MLCommons Chakra schema and tools☆144Updated 2 months ago
- ☆22Updated 10 months ago
- Repository for MLCommons Chakra schema and tools☆39Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆226Updated 5 months ago
- ☆227Updated 2 weeks ago
- ☆53Updated 11 months ago
- [NSDI25] AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training☆28Updated 7 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆74Updated 2 months ago
- ☆83Updated 3 years ago
- example code for using DC QP for providing RDMA READ and WRITE operations to remote GPU memory☆150Updated last year
- An interference-aware scheduler for fine-grained GPU sharing☆154Updated 3 weeks ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆65Updated last year
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆29Updated 6 months ago
- LLM serving cluster simulator☆127Updated last year
- GPU-accelerated LLM Training Simulator☆47Updated 5 months ago
- ☆51Updated 3 years ago
- Managed collective communication service☆23Updated last year
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆36Updated last year
- ATLAHS: An Application-centric Network Simulator Toolchain for AI, HPC, and Distributed Storage☆60Updated 2 weeks ago
- Microsoft Collective Communication Library☆66Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year