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@HydrogenSulfate HydrogenSulfate released this 25 Jul 02:52
v1.1.0
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PaddleScience 1.1.0 Release Notes

PaddleScience 1.1.0 is now available with multiple feature updates, documentation, code optimizations and bug fixes. This update brings numerous enhancements that improve overall performance and usability. Some of the key updates include:

Examples

Bracket, Aneurysm, DeepHPMs, LabelFree-DNN-Surrogate, hPINNs, tempoGAN, and their corresponding network structures are added.

Module

Support for SDF (Signed Distance Function) to all basic geometries; adding Stan activation functions; and adding FunctionalLoss and FunctionalMetric to support customized complex loss and metric.

Improvements

Preliminarily support for the WandB experimental recording module(how-to-use); adding unit tests for the Equation module; and adding CUDA 11.6-based docker file.(Thanks to all contributors from community)

Document and bug fix

Adding usage guides, development and reproduction guides ; fixing multiple docstring formula description errors in the Equation module.

We recommend upgrading paddlescience to version 1.1.0 or the develop branch.

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