Horovod vs PaddlePaddle
Horovod
horovod.aiPaddlePaddle
paddlepaddle.org.cnSide by side
| Figure | Horovod | PaddlePaddle |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Windows | — | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Deep Learning Software | 8.1 (#11) | 7.4 (#24) |
| Installation | The getting-started page provides pip installation commands for CPU use and GPU use with NCCL. | The installation guide offers pip, Docker, and source compilation methods. |
| Purpose | Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch and Apache MXNet. | 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.