astra-sim / tacosLinks
TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning
☆23Updated last week
Alternatives and similar repositories for tacos
Users that are interested in tacos are comparing it to the libraries listed below
Sorting:
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆73Updated last year
- LIBRA: Enabling Workload-aware Multi-dimensional Network Topology Optimization for Distributed Training of Large AI Models☆11Updated last year
- ☆39Updated last month
- LLM serving cluster simulator☆106Updated last year
- ☆36Updated last year
- ☆23Updated 2 years ago
- Repository for MLCommons Chakra schema and tools☆39Updated last year
- ☆23Updated 11 months ago
- ☆27Updated 4 years ago
- ☆79Updated 2 years ago
- Synthesizer for optimal collective communication algorithms☆108Updated last year
- Repository for MLCommons Chakra schema and tools☆108Updated 3 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆52Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Thunder Research Group's Collective Communication Library☆37Updated last year
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆59Updated last year
- Microsoft Collective Communication Library☆64Updated 6 months ago
- Performance Prediction Toolkit for GPUs☆37Updated 3 years ago
- NCCL Profiling Kit☆137Updated 11 months ago
- Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite☆65Updated 6 years ago
- ☆19Updated 7 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Updated last year
- A hierarchical collective communications library with portable optimizations☆35Updated 6 months ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆37Updated 2 months ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆29Updated 3 years ago
- ☆22Updated last year
- ☆31Updated last year
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- This serves as a repository for reproducibility of the SC21 paper "In-Depth Analyses of Unified Virtual Memory System for GPU Accelerated…☆32Updated last year