JAX vs PaddlePaddle
JAX
docs.jax.devPaddlePaddle
paddlepaddle.org.cnSide by side
| Figure | JAX | PaddlePaddle |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | — | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Deep Learning Software | 8.3 (#7) | 7.4 (#24) |
| Ecosystem | The documentation lists ecosystem tools including Flax, Keras, Optax, TensorFlow Datasets, Hugging Face Datasets and NumPyro. | The official site lists PaddleHub, PARL, ERNIE, AI Studio, EasyDL, and EasyEdge among its tools and platforms. |
| Installation | JAX uses the `jax` Python package and `jaxlib`, which contains compiled binaries with different builds for operating systems and accelerators. | The installation guide offers pip, Docker, and source compilation methods. |
| Integrations | The documentation lists ecosystem libraries including Flax, Keras, Optax, TensorFlow Datasets, Hugging Face Datasets, NumPyro, and PyMC. | Paddle Inference documents integrations with TensorRT, cuDNN, oneDNN, and Paddle Lite. |
Plans
In their own words
PaddlePaddle
PaddlePaddle has no write-up on Specifiction yet; its figures are above.