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...
A low code unified framework for computer vision and deep learning
Monk is an open source low code programming environment to reduce the cognitive load faced by entry level programmers while catering to the needs of Expert Deep Learning engineers.
There are three libraries in this opensource set.
- Monk Classiciation- https://monkai.org. A Unified wrapper over major deep learning frameworks. Our core focus area is at the intersection of Computer Vision and Deep Learning algorithms.
- Monk Object Detection -...