mlcommons / chakra
Repository for MLCommons Chakra schema and tools
☆96Updated last month
Alternatives and similar repositories for chakra:
Users that are interested in chakra are comparing it to the libraries listed below
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆73Updated last year
- Repository for MLCommons Chakra schema and tools☆39Updated last year
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆20Updated 3 weeks ago
- NCCL Profiling Kit☆133Updated 10 months ago
- Synthesizer for optimal collective communication algorithms☆106Updated last year
- ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale☆355Updated this week
- ☆196Updated 4 months ago
- Artifacts for our NSDI'23 paper TGS☆75Updated 10 months ago
- LLM serving cluster simulator☆99Updated last year
- 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
- ☆19Updated 5 months ago
- ☆79Updated 2 years ago
- ☆14Updated 2 months ago
- ☆23Updated 10 months ago
- ☆48Updated 4 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆133Updated 3 months ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆58Updated last year
- ☆135Updated last year
- Microsoft Collective Communication Library☆344Updated last year
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆128Updated 9 months ago
- example code for using DC QP for providing RDMA READ and WRITE operations to remote GPU memory☆129Updated 9 months ago
- Managed collective communication service☆19Updated 8 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- ☆57Updated 2 months ago
- ☆23Updated 2 years ago
- ☆51Updated 10 months ago
- ☆41Updated 6 months ago
- Fine-grained GPU sharing primitives☆141Updated 5 years ago
- LIBRA: Enabling Workload-aware Multi-dimensional Network Topology Optimization for Distributed Training of Large AI Models☆10Updated last year
- ☆22Updated last year