Raphael-Hao / brainstorm
Compiler for Dynamic Neural Networks
☆45Updated last year
Alternatives and similar repositories for brainstorm:
Users that are interested in brainstorm are comparing it to the libraries listed below
- ☆23Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- ☆77Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 10 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆82Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆157Updated 5 months ago
- ☆37Updated 3 years ago
- ☆19Updated 10 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆49Updated 10 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆29Updated 4 months ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 7 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 9 months ago
- An experimental parallel training platform☆54Updated last year
- ☆23Updated 8 months ago
- ☆47Updated 3 months ago
- ☆23Updated 2 years ago
- 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
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 3 months ago
- LLM serving cluster simulator☆95Updated 11 months ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated last year
- ☆49Updated 2 years ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆58Updated 11 months ago
- PilotFish harvests the free GPU cycles of cloud gaming with deep learning training☆13Updated 2 years ago
- ☆53Updated 4 years ago
- ☆72Updated 3 years ago
- ☆36Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- ☆34Updated 8 months ago