GHGmc2 / awesome-ml-infraLinks
Building Machine Learning Infrastructure!
☆45Updated 6 years ago
Alternatives and similar repositories for awesome-ml-infra
Users that are interested in awesome-ml-infra are comparing it to the libraries listed below
Sorting:
- CS294; AI For Systems and Systems For AI☆225Updated 6 years ago
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆280Updated 4 months ago
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆158Updated last year
- DeepLearning Framework Performance Profiling Toolkit☆291Updated 3 years ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆268Updated 2 years ago
- ☆56Updated last year
- Fault-tolerant for DL frameworks☆70Updated 2 years ago
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆172Updated 2 weeks ago
- GPU-scheduler-for-deep-learning☆210Updated 4 years ago
- The road to hack SysML and become an system expert☆498Updated last year
- A lightweight parameter server interface☆83Updated 2 years ago
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆96Updated 2 years ago
- Automatic tuning for ML model deployment on Kubernetes☆81Updated 11 months ago
- tensorflow源码阅读笔记☆192Updated 7 years ago
- Kubernetes Scheduler for Deep Learning☆262Updated 3 years ago
- OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.☆33Updated 2 years ago
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆298Updated last year
- Simple Distributed Deep Learning on TensorFlow☆134Updated 3 months ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆124Updated 8 years ago
- Enhanced networking support for TensorFlow. Maintained by SIG-networking.☆99Updated 3 years ago
- ☆219Updated 2 years ago
- Fine-grained GPU sharing primitives☆144Updated 2 months ago
- ☆58Updated 5 years ago
- Resource-adaptive cluster scheduler for deep learning training.☆447Updated 2 years ago
- Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.☆100Updated last year
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆55Updated 3 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- GLake: optimizing GPU memory management and IO transmission.☆479Updated 6 months ago
- ☆127Updated 4 years ago