GHGmc2 / awesome-ml-infraLinks
Building Machine Learning Infrastructure!
☆44Updated 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☆224Updated 5 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…☆278Updated last month
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆158Updated last year
- DeepLearning Framework Performance Profiling Toolkit☆285Updated 3 years ago
- GPU-scheduler-for-deep-learning☆210Updated 4 years ago
- Fault-tolerant for DL frameworks☆70Updated 2 years ago
- A lightweight parameter server interface☆80Updated 2 years ago
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆163Updated this week
- ☆55Updated last year
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆297Updated last year
- OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.☆33Updated 2 years ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆267Updated 2 years ago
- The road to hack SysML and become an system expert☆495Updated 10 months ago
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆94Updated 2 years ago
- tensorflow源码阅读笔记☆193Updated 6 years ago
- A high-performance serving system for DeepRec based on TensorFlow Serving.☆19Updated last year
- CS294-162; Machine Learning Systems Seminar☆31Updated 2 years ago
- Automatic tuning for ML model deployment on Kubernetes☆80Updated 9 months ago
- Enhanced networking support for TensorFlow. Maintained by SIG-networking.☆98Updated 3 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- ☆127Updated 4 years ago
- Kubernetes Scheduler for Deep Learning☆263Updated 3 years ago
- The DGL Operator makes it easy to run Deep Graph Library (DGL) graph neural network training on Kubernetes☆44Updated 3 years ago
- Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.☆98Updated last year
- ☆77Updated 11 years ago
- This is the (evolving) reading list for the seminar.☆59Updated 4 years ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆125Updated 8 years ago
- Fine-grained GPU sharing primitives☆143Updated last week
- Elastic Deep Learning for deep learning framework on Kubernetes☆174Updated 2 years ago
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆54Updated 3 years ago