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.
☆192Updated last year
Alternatives and similar repositories for ML-Model-CI:
Users that are interested in ML-Model-CI are comparing it to the libraries listed below
- DeepLearning Framework Performance Profiling Toolkit☆281Updated 2 years ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆266Updated last year
- ☆211Updated last year
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆293Updated 11 months ago
- A Survey of AI startups☆394Updated last year
- Resource-adaptive cluster scheduler for deep learning training.☆435Updated last year
- OneFlow models for benchmarking.☆105Updated 5 months ago
- oneflow documentation☆68Updated 7 months ago
- LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training☆398Updated last week
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆158Updated 9 months ago
- CS294; AI For Systems and Systems For AI☆224Updated 5 years ago
- Simple Dynamic Batching Inference☆145Updated 2 years ago
- PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.☆167Updated 2 years ago
- ☆51Updated last year
- alibabacloud-aiacc-demo☆42Updated last year
- High performance distributed framework for training deep learning recommendation models based on PyTorch.☆399Updated this week
- 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 3 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆280Updated 2 weeks ago
- ☆34Updated 3 years ago
- Bagua Speeds up PyTorch☆877Updated 5 months ago
- Models and examples built with OneFlow☆96Updated 3 months ago
- Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints☆154Updated 3 months ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 2 years ago
- Large batch training of CTR models based on DeepCTR with CowClip.☆166Updated last year
- FastNN provides distributed training examples that use EPL.☆83Updated 2 years ago
- Running BERT without Padding☆468Updated 2 years ago
- The road to hack SysML and become an system expert☆462Updated 4 months ago
- A Fast Muti-processing BERT-Inference System☆101Updated 2 years ago
- Slicing a PyTorch Tensor Into Parallel Shards☆298Updated 3 years ago
- GPU-scheduler-for-deep-learning☆201Updated 4 years ago