H-Huang / torch_collective_extensionLinks
A minimum demo for PyTorch distributed extension functionality for collectives.
☆12Updated 11 months ago
Alternatives and similar repositories for torch_collective_extension
Users that are interested in torch_collective_extension are comparing it to the libraries listed below
Sorting:
- ☆12Updated 2 months ago
- ☆23Updated last year
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆73Updated last year
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Updated last year
- ☆15Updated 3 months ago
- Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)☆9Updated 2 years ago
- Efficient GPU communication over multiple NICs.☆12Updated 2 weeks ago
- ☆14Updated 3 years ago
- ☆25Updated last year
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆95Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆53Updated 7 months ago
- ☆10Updated 2 weeks ago
- ☆38Updated 10 months ago
- RPCNIC: A High-Performance and Reconfigurable PCIe-attached RPC Accelerator [HPCA2025]☆11Updated 7 months ago
- Managed collective communication service☆22Updated 10 months ago
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 7 months ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 2 months ago
- ☆24Updated 2 years ago
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆20Updated 2 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- ☆54Updated last year
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆24Updated 2 months ago
- ☆30Updated last month
- [ACM EuroSys 2023] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆57Updated last year
- ☆49Updated 6 months ago
- LLM serving cluster simulator☆107Updated last year
- A rust-based benchmark for BlueField SmartNICs.☆28Updated 2 years ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Updated last year
- Repository for MLCommons Chakra schema and tools☆39Updated last year