Support Array API

[njzjz]

需求描述 Feature Description

Hi, I am wondering whether Paddle plans to support the Array API, so that array-consuming libraries are easier to switch between different array packages (NumPy, JAX, etc). For reference, Numpy and JAX have supported the Array API.

The API standard can be found here.

替代实现 Alternatives

If the main namespace cannot support the Array API, alternatively, create a separate module to support the Array API, like what array_api_compat.torch does.

[HydrogenSulfate]

Thank you for raising the issue. In fact, we are planning to integrate the array_API with the Paddle API. Due to some historical design and compatibility issues, we may not be able to directly integrate with the array_API like jax and numpy. Most likely, we can only achieve our goal by adding a layer of forwarding like PyTorch. Overall, our first phase(#69082) of work is nearing completion, and your suggestions will be carried out immediately after the second phase of work.