Alternatives and similar repositories for generalizable-device-placement:

Users that are interested in generalizable-device-placement are comparing it to the libraries listed below

• PKUZHOU / PetS-ATC-2022
  ☆10Updated last year
• msr-fiddle / dnn-partitioning
  ☆40Updated 4 years ago
• S-Lab-System-Group / ChronusArtifact
  ☆20Updated 3 years ago
• S-Lab-System-Group / HeliosArtifact
  HeliosArtifact
  ☆20Updated 2 years ago
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆28Updated last year
• pengyanghua / DL2
  a deep learning-driven scheduler for elastic training in deep learning clusters
  ☆29Updated 4 years ago
• stanford-futuredata / POP
  Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021
  ☆25Updated 3 years ago
• huaweicloud / trace_generation_rnn
  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
• lwangbm / Metis
  Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale
  ☆18Updated 4 years ago
• hku-systems / naspipe
  ☆14Updated 3 years ago
• uw-mad-dash / Accordion
  Code for reproducing experiments performed for Accoridon
  ☆13Updated 3 years ago
• SymbioticLab / Fluid
  A Generic Resource-Aware Hyperparameter Tuning Execution Engine
  ☆15Updated 3 years ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆81Updated last year
• indrajeet95 / Device-Placement-Optimization-with-Reinforcement-Learning
  https://arxiv.org/abs/1706.04972
  ☆42Updated 6 years ago
• zyqCSL / sinan-gcp
  ☆23Updated 4 years ago
• pengyanghua / optimus
  A Deep Learning Cluster Scheduler
  ☆37Updated 4 years ago
• microsoft / TE-CCL
  ☆38Updated 8 months ago
• jasperzhong / swift
  ☆14Updated 3 years ago
• uclasystem / dorylus
  Dorylus: Affordable, Scalable, and Accurate GNN Training
  ☆77Updated 3 years ago
• S-Lab-System-Group / HeliosData
  Helios Traces from SenseTime
  ☆53Updated 2 years ago
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆41Updated last year
• netx-repo / neuroplan
  ☆90Updated 2 years ago
• UofT-EcoSystem / rlscope
  RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads
  ☆43Updated 4 years ago
• czkkkkkk / gccl
  ☆14Updated 4 years ago
• msr-fiddle / synergy
  ☆49Updated 2 years ago
• park-project / park
  ☆223Updated last year
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆24Updated 5 months ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆49Updated 2 years ago
• hipersys-team / TopoOpt
  [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training
  ☆28Updated 7 months ago
• jasperzhong / GNNFlow
  Distributed Deep Graph Learning Framework for Dynamic Graphs
  ☆12Updated last year