aravic / generalizable-device-placementLinks
Reference code for https://arxiv.org/abs/1906.08879
☆16Updated 5 years ago
Alternatives and similar repositories for generalizable-device-placement
Users that are interested in generalizable-device-placement are comparing it to the libraries listed below
Sorting:
- ☆21Updated 3 years ago
- HeliosArtifact☆20Updated 2 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 5 years ago
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆61Updated 2 years ago
- Helios Traces from SenseTime☆56Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆30Updated 4 years ago
- Surrogate-based Hyperparameter Tuning System☆28Updated last year
- A Deep Learning Cluster Scheduler☆38Updated 4 years ago
- ☆40Updated 4 years ago
- Code for reproducing experiments performed for Accoridon☆13Updated 4 years ago
- ☆50Updated 2 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆26Updated 3 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- ☆10Updated last year
- Serverless optimizations☆51Updated last year
- https://arxiv.org/abs/1706.04972☆44Updated 6 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆42Updated last year
- ☆23Updated 4 years ago
- ☆11Updated 4 years ago
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆31Updated 9 months ago
- This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Wo…☆43Updated 3 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated last year
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆44Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- Source code of IPA, https://escholarship.org/uc/item/2p0805dq☆10Updated last year
- ☆14Updated 3 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year