Compiler for Dynamic Neural Networks
☆45Nov 13, 2023Updated 2 years ago
Alternatives and similar repositories for brainstorm
Users that are interested in brainstorm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆214Sep 21, 2024Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Dec 8, 2023Updated 2 years ago
- FGNN's artifact evaluation (EuroSys 2022)☆18Apr 25, 2022Updated 4 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Sep 18, 2020Updated 5 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆94Jul 14, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation for the paper Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapp…☆14Nov 17, 2025Updated 5 months ago
- An experimental parallel training platform☆57Mar 25, 2024Updated 2 years ago
- ATC23 AE☆45May 11, 2023Updated 2 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- Inference framework for MoE layers based on TensorRT with Python binding☆41May 31, 2021Updated 4 years ago
- TiledKernel is a code generation library based on macro kernels and memory hierarchy graph data structure.☆19May 12, 2024Updated last year
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆302Apr 17, 2026Updated 2 weeks ago
- HeliosArtifact☆22Sep 27, 2022Updated 3 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆162Nov 26, 2025Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Jun 5, 2024Updated last year
- ☆18Apr 21, 2024Updated 2 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆57May 29, 2024Updated last year
- ☆84Dec 2, 2022Updated 3 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆108Dec 24, 2022Updated 3 years ago
- Kubernetes Scheduler for Deep Learning☆263May 22, 2022Updated 3 years ago
- ☆23Oct 31, 2023Updated 2 years ago
- DietCode Code Release☆65Jul 21, 2022Updated 3 years ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆71May 1, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32May 15, 2024Updated last year
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆43May 29, 2022Updated 3 years ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆988Apr 11, 2026Updated 3 weeks ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,000Sep 19, 2024Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆56May 10, 2024Updated last year
- ☆17May 10, 2024Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆59Aug 21, 2024Updated last year
- FTPipe and related pipeline model parallelism research.☆44May 16, 2023Updated 2 years ago
- GPU-scheduler-for-deep-learning☆209Nov 5, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Nov 24, 2022Updated 3 years ago
- [ACL 2026 🔥] CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark☆34Apr 20, 2026Updated 2 weeks ago
- ☆150Apr 2, 2026Updated last month
- ☆38Jun 27, 2025Updated 10 months ago
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆68Dec 11, 2025Updated 4 months ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Jun 21, 2019Updated 6 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago