DeepSpeed vs PaddlePaddle
DeepSpeed
deepspeed.aiPaddlePaddle
paddlepaddle.org.cnSide by side
| Figure | DeepSpeed | PaddlePaddle |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Windows | — | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | — | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Deep Learning Software | 8.0 (#12) | 7.4 (#24) |
| Integrations | The site lists integrations with Hugging Face Transformers, Accelerate, PyTorch Lightning and MosaicML. | Paddle Inference documents integrations with TensorRT, cuDNN, oneDNN, and Paddle Lite. |
| Intended users | The project describes its audience as deep learning researchers and practitioners working on large-scale training and inference. | The documentation recommends pip installation for users who only need to use PaddlePaddle and source compilation for developers who need to develop the framework. |
| Purpose | DeepSpeed is a deep learning optimization library for distributed model training and inference. | PaddlePaddle describes itself as an efficient, flexible, extensible deep learning framework intended to make deep learning innovation and application easier. |
Plans
In their own words
PaddlePaddle
PaddlePaddle has no write-up on Specifiction yet; its figures are above.