GuanhuaWang / sensAILinks
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
☆64Updated last year
Alternatives and similar repositories for sensAI
Users that are interested in sensAI are comparing it to the libraries listed below
Sorting:
- Simple Distributed Deep Learning on TensorFlow☆133Updated 2 months ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆56Updated 4 years ago
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆65Updated 3 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- ☆43Updated last year
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36Updated 5 years ago
- Implementation of Parameter Server using PyTorch communication lib☆42Updated 6 years ago
- FTPipe and related pipeline model parallelism research.☆41Updated 2 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- ☆84Updated 2 months ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆133Updated 3 years ago
- Research and development for optimizing transformers☆129Updated 4 years ago
- ☆22Updated 4 years ago
- ☆94Updated 3 years ago
- Model-less Inference Serving☆91Updated last year
- Distributed ML Training Benchmarks☆27Updated 2 years ago
- Fine-grained GPU sharing primitives☆143Updated last month
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆297Updated last year
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆77Updated 4 years ago
- An analytical performance modeling tool for deep neural networks.☆89Updated 4 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆63Updated 2 years ago
- Artifacts for SOSP'19 paper Optimizing Deep Learning Computation with Automatic Generation of Graph Substitutions☆21Updated 3 years ago
- ☆41Updated 4 years ago
- ☆38Updated 4 years ago
- Distributed ML Optimizer☆32Updated 4 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆40Updated 2 years ago
- Machine Learning System☆14Updated 5 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆147Updated 10 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆121Updated last year