Alternatives and similar repositories for awesome-ml-infra

Users that are interested in awesome-ml-infra are comparing it to the libraries listed below

• ucbrise / cs294-ai-sys-sp19
  CS294; AI For Systems and Systems For AI
  ☆225Updated 6 years ago
• mcanini / SysML-reading-list
  Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…
  ☆279Updated 3 months ago
• DeepRec-AI / HybridBackend
  A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster
  ☆158Updated last year
• triton-inference-server / hugectr_backend
  ☆56Updated last year
• NVIDIA-Merlin / HierarchicalKV
  HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…
  ☆170Updated 2 weeks ago
• kleveross / ftlib
  Fault-tolerant for DL frameworks
  ☆70Updated 2 years ago
• Oneflow-Inc / DLPerf
  DeepLearning Framework Performance Profiling Toolkit
  ☆288Updated 3 years ago
• 4paradigm / OpenEmbedding
  OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.
  ☆33Updated 2 years ago
• alibaba / EasyParallelLibrary
  Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.
  ☆268Updated 2 years ago
• lsds / KungFu
  Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.
  ☆298Updated last year
• alibaba / GPU-scheduler-for-deep-learning
  GPU-scheduler-for-deep-learning
  ☆210Updated 4 years ago
• tengkz / tensorflow_notes
  tensorflow源码阅读笔记
  ☆193Updated 7 years ago
• alibaba / TePDist
  TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.
  ☆95Updated 2 years ago
• bytedance / ps-lite
  A lightweight parameter server interface
  ☆83Updated 2 years ago
• Jack47 / hack-SysML
  The road to hack SysML and become an system expert
  ☆499Updated 11 months ago
• kubedl-io / morphling
  Automatic tuning for ML model deployment on Kubernetes
  ☆81Updated 10 months ago
• yylin1 / papers-notebook-with-scheduling
  碩士論文文獻筆記（Deep Learning、Scheduling、Distributed、Kubernetes）
  ☆51Updated 6 years ago
• microsoft / hivedscheduler
  Kubernetes Scheduler for Deep Learning
  ☆262Updated 3 years ago
• petuum / adaptdl
  Resource-adaptive cluster scheduler for deep learning training.
  ☆446Updated 2 years ago
• ray-project / mobius
  Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.
  ☆99Updated last year
• dlsys-course / tinyflow
  Tutorial code on how to build your own Deep Learning System in 2k Lines
  ☆124Updated 8 years ago
• elasticdeeplearning / edl
  Elastic Deep Learning for deep learning framework on Kubernetes
  ☆174Updated 2 years ago
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆127Updated 3 years ago
• DeepRec-AI / serving
  A high-performance serving system for DeepRec based on TensorFlow Serving.
  ☆19Updated last year
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 2 years ago
• tensorflow / networking
  Enhanced networking support for TensorFlow. Maintained by SIG-networking.
  ☆99Updated 3 years ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆144Updated last month
• ucbrise / cs294-ai-sys-fa19
  CS294-162; Machine Learning Systems Seminar
  ☆31Updated 2 years ago
• ray-project / enhancements
  Tracking Ray Enhancement Proposals
  ☆55Updated 5 months ago
• bharathgs / Awesome-Distributed-Deep-Learning
  A curated list of awesome Distributed Deep Learning resources.
  ☆431Updated last year