PaddlePaddle/PaddleScience v1.3.0

v1.3.0

Repository: PaddlePaddle/PaddleScience

Tag: v1.3.0

Published: 2024-07-22T12:00:22Z

Prerelease: no

Release notes:

PaddleScience 1.3.0 Release Notes

PaddleScience 1.3.0 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

• Add forward analysis of control arm, poisson1d, fractional diff, CFDGCN, RegAE, YingLong, allen_cahn, ldc 2d(Re1000/3200), nls-mb, GraphCastNet in total 10 examples and their corresponding network structures.

Module

• Add network structure including YingLong, ModifiedMLP, PirateNet.
• Add gaussian integration
• Add ReloBRalo
• Add 1-D fractional differentiation
• Add writer module
• Add save_tecplot_file
• Add finetune interface
• Add ema module
• Add chamfer loss
• Add montecarlo integrate

Improvements

[WIP][Add]Add forward analysis of control arm example by @lijialin03 in https://github.com/PaddlePaddle/PaddleScience/pull/642

[Fix]Fix arch.freeze/unfreeze and change eval of control_arm example by @lijialin03 in https://github.com/PaddlePaddle/PaddleScience/pull/673

[Fix] Fix DDP wrapper for symbolic computation by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/675

[Fix] add exclude_keys for amgnet yaml and fix document typo by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/676

【benchmark】fix gpu_mem unit by @mmglove in https://github.com/PaddlePaddle/PaddleScience/pull/678

[Fea] Add setuptools_scm to manger version of paddlesci by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/679

[Fix] Add _version.py to .gitignore and refine symbolic module by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/684

[Fix] Remove restrict for version of mkdocs by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/685

[Fea] Add poisson1d for gPINN algorithm and fix LBFGS initialization for compatible by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/ 682 [Fix] Fix doc and requirements.txt by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/692

[Fea] add gaussian integration by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/683

[Example]【快乐开源】迁移 CFDGCN 案例至 PaddleScience by @MayYouBeProsperous in https://github.com/PaddlePaddle/PaddleScience/pull/609

[Fea] Add ReloBRalo by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/694

[Doc] Fix ddoc by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/697

[Fix] Fix docstring of AGDA and add assert for ReloBRalo by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/698

[PreCommit] Update pretty-format-json args by @DrownFish19 in https://github.com/PaddlePaddle/PaddleScience/pull/700

【PPSCI Doc No.76】 by @NKNaN in https://github.com/PaddlePaddle/PaddleScience/pull/701

[Fea] Add fractional diff by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/702

[Doc] update docs by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/705

[Fix] Fix float type from fp64 to fp32 for area and sdf by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/707

【Hackathon 5th No.62】GraphCast: Learning skillful medium-range global weather forecasting by @DrownFish19 in https://github.com/PaddlePaddle/PaddleScience/ pull/699 [Fix]Add logger initialation of topopt example by @lijialin03 in https://github.com/PaddlePaddle/PaddleScience/pull/704

【PPSCI Doc No.1】ppsci.data.process.transform.CropData by @Liyulingyue in https://github.com/PaddlePaddle/PaddleScience/pull/687

【PPSCI Doc No.8】ppsci.data.dataset.ERA5SampledDataset by @Liyulingyue in https://github.com/PaddlePaddle/PaddleScience/pull/691

[Fix&Doc] Update homepage and optimize several transforms by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/708

[Fix] Fix weight dtype and bug in symbolic by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/709

heat exchanger by @liaoxin2 in https://github.com/PaddlePaddle/PaddleScience/pull/693

【PPSCI Doc No.75, 77-85】 by @NKNaN in https://github.com/PaddlePaddle/PaddleScience/pull/703

[Hydra] Change euler_beam code to hydra style by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/710

【PPSCI Doc No.2-7】ppsci.data.process.transform by @Liyulingyue in https://github.com/PaddlePaddle/PaddleScience/pull/688

[Enh] add auto collation for speed up data loading by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/712

[Doc] add -nc to 'wget' for skipping files already exist by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/713

[Enh] Avoid multiplication with weight 1 if weight is None by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/714

[Doc] Update README by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/715

[Doc] Fix deepcfd F-18 image url(test=document_fix) by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/716

[Fix] Fix euler_beam in benchmark by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/718

【快乐开源】迁移 CFDGCN 案例至 PaddleScience by @MayYouBeProsperous in https://github.com/PaddlePaddle/PaddleScience/pull/720

[Fea] Add writer module by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/719

[Fix] Update for better logging information by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/717

[Fix] Restore unit for ips by @HydrogenSulfate in https://github.com/PaddlePaddle/PaddleScience/pull/725

【PPSCI Doc No.86-92】 by @NKNaN in https://github.com/PaddlePaddle/PaddleScience/pull/723

Heat exchanger by @liaoxin2 in https://github.com/PaddlePaddle/PaddleScience/pull/721

Tipc fix 1226 by @wangguan1995 in https://github.com/PaddlePaddle/PaddleScience/pull/726

[doc]add eval index for pre-trained models of topopt example(test=doc… by @lijialin03 in https://github.com/PaddlePaddle/PaddleScience/pull/727

add euler beam doc by @zhiminzhang0830 in https://github.com/PaddlePaddle/PaddleScience/pull/728

【PPSCI Doc No.10、11、30】 by @MayYouBeProsperous in https://github.com/PaddlePaddle/PaddleScience/pull/724

【Hackathon 5th No.60】 PhyGeoNet:…