GHGmc2 / awesome-ml-infraLinks
Building Machine Learning Infrastructure!
☆43Updated 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
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆152Updated this week
- Fault-tolerant for DL frameworks☆70Updated last year
- A lightweight parameter server interface☆76Updated 2 years ago
- ☆53Updated last year
- The DGL Operator makes it easy to run Deep Graph Library (DGL) graph neural network training on Kubernetes☆44Updated 3 years ago
- Fine-grained GPU sharing primitives☆141Updated 5 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- GPU-scheduler-for-deep-learning☆207Updated 4 years ago
- Elastic Serverless Serving based on Kubernetes, provides 0 instance serving capability.☆11Updated 3 years ago
- Automatic tuning for ML model deployment on Kubernetes☆80Updated 7 months ago
- tensorflow源码阅读笔记☆191Updated 6 years ago
- OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.☆32Updated 2 years ago
- ☆58Updated 4 years ago
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆94Updated 2 years ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆267Updated 2 years ago
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆158Updated last year
- Elastic Deep Learning Training based on Kubernetes by Leveraging EDL and Volcano☆32Updated 2 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- NCCL Fast Socket is a transport layer plugin to improve NCCL collective communication performance on Google Cloud.☆117Updated last year
- Core communication lib for Bagua.☆48Updated 3 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…☆275Updated 2 weeks ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆125Updated 8 years ago
- DeepLearning Framework Performance Profiling Toolkit☆285Updated 3 years ago
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆54Updated 2 years ago
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆87Updated last month
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- CS294-162; Machine Learning Systems Seminar☆31Updated 2 years ago
- A tool for examining GPU scheduling behavior.☆84Updated 10 months ago
- ☆26Updated 3 months ago