DeepSpeed vs PyTorch
DeepSpeed
deepspeed.aiPyTorch
pytorch.orgSide by side
| Figure | DeepSpeed | PyTorch |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Windows | — | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | — | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Deep Learning Software | 8.0 (#12) | 7.3 (#29) |
| Purpose | DeepSpeed is a deep learning optimization library for distributed model training and inference. | PyTorch enables fast, flexible experimentation and efficient production through a user-friendly front end, distributed training, and an ecosystem of tools and libraries. |
| Support | The GitHub repository says DeepSpeed holds public office hours on the last Tuesday of each month. | The Foundation directs users with technical questions to the PyTorch discussion community. |