microsoft / tacclLinks
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
☆73Updated last year
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☆106Updated last year
- ☆23Updated 10 months ago
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆21Updated last month
- Repository for MLCommons Chakra schema and tools☆99Updated 2 months ago
- NCCL Profiling Kit☆135Updated 11 months ago
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆30Updated 8 months ago
- Repository for MLCommons Chakra schema and tools☆39Updated last year
- Ultra | Ultimate | Unified CCL☆87Updated this week
- Managed collective communication service☆21Updated 9 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- ☆16Updated 3 months ago
- ☆12Updated last month
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆94Updated 2 years ago
- ☆79Updated 2 years ago
- ☆49Updated 2 years ago
- ☆38Updated 9 months ago
- LLM serving cluster simulator☆100Updated last year
- ☆51Updated 11 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆46Updated 6 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- ☆37Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated last year
- Microsoft Collective Communication Library☆65Updated 6 months ago
- ☆49Updated 5 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆137Updated 4 months ago
- A minimum demo for PyTorch distributed extension functionality for collectives.☆11Updated 10 months ago
- Microsoft Collective Communication Library☆347Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆171Updated 7 months ago
- ☆198Updated this week