cap-ntu / ML-Model-CI
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
☆191Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ML-Model-CI
- DeepLearning Framework Performance Profiling Toolkit☆276Updated 2 years ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆263Updated last year
- ☆209Updated last year
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆293Updated 9 months ago
- OneFlow models for benchmarking.☆104Updated 3 months ago
- Models and examples built with OneFlow☆96Updated last month
- Simple Dynamic Batching Inference☆145Updated 2 years ago
- oneflow documentation☆68Updated 4 months ago
- A Survey of AI startups☆393Updated last year
- ☆51Updated last year
- Simple Distributed Deep Learning on TensorFlow☆134Updated 2 years ago
- High performance distributed framework for training deep learning recommendation models based on PyTorch.☆397Updated this week
- alibabacloud-aiacc-demo☆42Updated last year
- Running BERT without Padding☆460Updated 2 years ago
- CS294; AI For Systems and Systems For AI☆221Updated 5 years ago
- ☆33Updated 3 years ago
- PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.☆165Updated last year
- FastNN provides distributed training examples that use EPL.☆81Updated 2 years ago
- Place for meetup slides☆140Updated 4 years ago
- Elastic Deep Learning for deep learning framework on Kubernetes☆171Updated last year
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆104Updated 11 months ago
- 服务侧深度学习部署案例☆453Updated 4 years ago
- Infrastructures™ for Machine Learning Training/Inference in Production.☆384Updated 5 years ago
- 通用深度学习推理工具，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。☆407Updated 2 years ago
- A Fast Muti-processing BERT-Inference System☆100Updated 2 years ago
- LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training☆390Updated last week
- Large batch training of CTR models based on DeepCTR with CowClip.☆163Updated last year
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆157Updated 7 months ago
- An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downs…☆139Updated 3 years ago
- ☆55Updated 4 years ago