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Deep learning optimization library: makes distributed training easy
DeepSpeed is an easy-to-use deep learning optimization software suite that enables unprecedented scale and speed for Deep Learning Training and Inference. With DeepSpeed you can:
1. Train/Inference dense or sparse models with billions or trillions of parameters
2. Achieve excellent system throughput and efficiently scale to thousands of GPUs
3. Train/Inference on resource constrained GPU systems
4. Achieve unprecedented low latency and high throughput for inference
5. Achieve extreme...
...Its aim is to make machine learning possible for novice users by means of a simple, consistent API, while simultaneously exploiting C++ language features to provide maximum performance and flexibility for expert users.
* More info + downloads: https://mlpack.org
* Git repo: https://github.com/mlpack/mlpack